From 6f7f7dfc70276e391b3c045fd50073576ca04df6 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 13 Feb 2019 08:09:37 -0500
Subject: [PATCH 001/231] utils restructure - #124

---
 pysat/utils/coords.py | 351 ++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 351 insertions(+)
 create mode 100644 pysat/utils/coords.py

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
new file mode 100644
index 0000000..a3d3f7f
--- /dev/null
+++ b/pysat/utils/coords.py
@@ -0,0 +1,351 @@
+"""
+pysat.coords - coordinate transformations for pysat
+=========================================
+
+pysat.coords contains a number of coordinate-transformation
+functions used throughout the pysat package.
+"""
+
+import numpy as np
+
+
+def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
+    """Converts position from geodetic to geocentric or vice-versa.
+
+    Parameters
+    ----------
+    lat_in : float
+        latitude in degrees.
+    lon_in : float or NoneType
+        longitude in degrees.  Remains unchanged, so does not need to be
+        included. (default=None)
+    inverse : bool
+        False for geodetic to geocentric, True for geocentric to geodetic.
+        (default=False)
+
+    Returns
+    -------
+    lat_out : float
+        latitude [degree] (geocentric/detic if inverse=False/True)
+    lon_out : float or NoneType
+        longitude [degree] (geocentric/detic if inverse=False/True)
+    rad_earth : float
+        Earth radius [km] (geocentric/detic if inverse=False/True)
+
+    Notes
+    -----
+    Uses WGS-84 values
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+    rad_eq = 6378.1370  # WGS-84 semi-major axis
+    flat = 1.0 / 298.257223563  # WGS-84 flattening
+    rad_pol = rad_eq * (1.0 - flat)  # WGS-84 semi-minor axis
+
+    # The ratio between the semi-major and minor axis is used several times
+    rad_ratio_sq = (rad_eq / rad_pol)**2
+
+    # Calculate the square of the second eccentricity (e')
+    eprime_sq = rad_ratio_sq - 1.0
+
+    # Calculate the tangent of the input latitude
+    tan_in = np.tan(np.radians(lat_in))
+
+    # If converting from geodetic to geocentric, take the inverse of the
+    # radius ratio
+    if not inverse:
+        rad_ratio_sq = 1.0 / rad_ratio_sq
+
+    # Calculate the output latitude
+    lat_out = np.degrees(np.arctan(rad_ratio_sq * tan_in))
+
+    # Calculate the Earth radius at this latitude
+    rad_earth = rad_eq / np.sqrt(1.0 + eprime_sq *
+                                 np.sin(np.radians(lat_out))**2)
+
+    # longitude remains unchanged
+    lon_out = lon_in
+
+    return lat_out, lon_out, rad_earth
+
+
+def geodetic_to_geocentric_horizontal(lat_in, lon_in, az_in, el_in,
+                                      inverse=False):
+    """Converts from local horizontal coordinates in a geodetic system to local
+    horizontal coordinates in a geocentric system
+
+    Parameters
+    ----------
+    lat_in : float
+        latitude in degrees of the local horizontal coordinate system center
+    lon_in : float
+        longitude in degrees of the local horizontal coordinate system center
+    az_in : float
+        azimuth in degrees within the local horizontal coordinate system
+    el_in : float
+        elevation in degrees within the local horizontal coordinate system
+    inverse : bool
+        False for geodetic to geocentric, True for inverse (default=False)
+
+    Returns
+    -------
+    lat_out : float
+        latitude in degrees of the converted horizontal coordinate system
+        center
+    lon_out : float
+        longitude in degrees of the converted horizontal coordinate system
+        center
+    rad_earth : float
+        Earth radius in km at the geocentric/detic (False/True) location
+    az_out : float
+        azimuth in degrees of the converted horizontal coordinate system
+    el_out : float
+        elevation in degrees of the converted horizontal coordinate system
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+    az = np.radians(az_in)
+    el = np.radians(el_in)
+
+    # Transform the location of the local horizontal coordinate system center
+    lat_out, lon_out, rad_earth = geodetic_to_geocentric(lat_in, lon_in,
+                                                         inverse=inverse)
+
+    # Calcualte the deviation from vertical in radians
+    dev_vert = np.radians(lat_in - lat_out)
+
+    # Calculate cartesian coordinated in local system
+    x_local = np.cos(el) * np.sin(az)
+    y_local = np.cos(el) * np.cos(az)
+    z_local = np.sin(el)
+
+    # Now rotate system about the x axis to align local vertical vector
+    # with Earth radial vector
+    x_out = x_local
+    y_out = y_local * np.cos(dev_vert) + z_local * np.sin(dev_vert)
+    z_out = -y_local * np.sin(dev_vert) + z_local * np.cos(dev_vert)
+
+    # Transform the azimuth and elevation angles
+    az_out = np.degrees(np.arctan2(x_out, y_out))
+    el_out = np.degrees(np.arctan(z_out / np.sqrt(x_out**2 + y_out**2)))
+
+    return lat_out, lon_out, rad_earth, az_out, el_out
+
+
+def spherical_to_cartesian(az_in, el_in, r_in, inverse=False):
+    """Convert a position from spherical to cartesian, or vice-versa
+
+    Parameters
+    ----------
+    az_in : float
+        azimuth/longitude in degrees or cartesian x in km (inverse=False/True)
+    el_in : float
+        elevation/latitude in degrees or cartesian y in km (inverse=False/True)
+    r_in : float
+        distance from origin in km or cartesian z in km (inverse=False/True)
+    inverse : boolian
+        False to go from spherical to cartesian and True for the inverse
+
+    Returns
+    -------
+    x_out : float
+        cartesian x in km or azimuth/longitude in degrees (inverse=False/True)
+    y_out : float
+        cartesian y in km or elevation/latitude in degrees (inverse=False/True)
+    z_out : float
+        cartesian z in km or distance from origin in km (inverse=False/True)
+
+    Notes
+    ------
+    This transform is the same for local or global spherical/cartesian
+    transformations.
+
+    Returns elevation angle (angle from the xy plane) rather than zenith angle
+    (angle from the z-axis)
+
+    """
+
+    if inverse:
+        # Cartesian to Spherical
+        xy_sq = az_in**2 + el_in**2
+        z_out = np.sqrt(xy_sq + r_in**2)  # This is r
+        y_out = np.degrees(np.arctan2(np.sqrt(xy_sq), r_in))  # This is zenith
+        y_out = 90.0 - y_out  # This is the elevation
+        x_out = np.degrees(np.arctan2(el_in, az_in))  # This is azimuth
+    else:
+        # Spherical coordinate system uses zenith angle (degrees from the
+        # z-axis) and not the elevation angle (degrees from the x-y plane)
+        zen_in = np.radians(90.0 - el_in)
+
+        # Spherical to Cartesian
+        x_out = r_in * np.sin(zen_in) * np.cos(np.radians(az_in))
+        y_out = r_in * np.sin(zen_in) * np.sin(np.radians(az_in))
+        z_out = r_in * np.cos(zen_in)
+
+    return x_out, y_out, z_out
+
+
+def global_to_local_cartesian(x_in, y_in, z_in, lat_cent, lon_cent, rad_cent,
+                              inverse=False):
+    """Converts a position from global to local cartesian or vice-versa
+
+    Parameters
+    ----------
+    x_in : float
+        global or local cartesian x in km (inverse=False/True)
+    y_in : float
+        global or local cartesian y in km (inverse=False/True)
+    z_in : float
+        global or local cartesian z in km (inverse=False/True)
+    lat_cent : float
+        geocentric latitude in degrees of local cartesian system origin
+    lon_cent : float
+        geocentric longitude in degrees of local cartesian system origin
+    rad_cent : float
+        distance from center of the Earth in km of local cartesian system
+        origin
+    inverse : bool
+        False to convert from global to local cartesian coodiantes, and True
+        for the inverse (default=False)
+
+    Returns
+    -------
+    x_out : float
+        local or global cartesian x in km (inverse=False/True)
+    y_out : float
+        local or global cartesian y in km (inverse=False/True)
+    z_out : float
+        local or global cartesian z in km (inverse=False/True)
+
+    Notes
+    -------
+    The global cartesian coordinate system has its origin at the center of the
+    Earth, while the local system has its origin specified by the input
+    latitude, longitude, and radius.  The global system has x intersecting
+    the equatorial plane and the prime meridian, z pointing North along the
+    rotational axis, and y completing the right-handed coodinate system.
+    The local system has z pointing up, y pointing North, and x pointing East.
+
+    """
+
+    # Get the global cartesian coordinates of local origin
+    x_cent, y_cent, z_cent = spherical_to_cartesian(lon_cent, lat_cent,
+                                                    rad_cent)
+
+    # Get the amount of rotation needed to align the x-axis with the
+    # Earth's rotational axis
+    ax_rot = np.radians(90.0 - lat_cent)
+
+    # Get the amount of rotation needed to align the global x-axis with the
+    # prime meridian
+    mer_rot = np.radians(lon_cent - 90.0)
+
+    if inverse:
+        # Rotate about the x-axis to align the z-axis with the Earth's
+        # rotational axis
+        xrot = x_in
+        yrot = y_in * np.cos(ax_rot) - z_in * np.sin(ax_rot)
+        zrot = y_in * np.sin(ax_rot) + z_in * np.cos(ax_rot)
+
+        # Rotate about the global z-axis to get the global x-axis aligned
+        # with the prime meridian and translate the local center to the
+        # global origin
+        x_out = xrot * np.cos(mer_rot) - yrot * np.sin(mer_rot) + x_cent
+        y_out = xrot * np.sin(mer_rot) + yrot * np.cos(mer_rot) + y_cent
+        z_out = zrot + z_cent
+    else:
+        # Translate global origin to the local origin
+        xtrans = x_in - x_cent
+        ytrans = y_in - y_cent
+        ztrans = z_in - z_cent
+
+        # Rotate about the global z-axis to get the local x-axis pointing East
+        xrot = xtrans * np.cos(-mer_rot) - ytrans * np.sin(-mer_rot)
+        yrot = xtrans * np.sin(-mer_rot) + ytrans * np.cos(-mer_rot)
+        zrot = ztrans
+
+        # Rotate about the x-axis to get the z-axis pointing up
+        x_out = xrot
+        y_out = yrot * np.cos(-ax_rot) - zrot * np.sin(-ax_rot)
+        z_out = yrot * np.sin(-ax_rot) + zrot * np.cos(-ax_rot)
+
+    return x_out, y_out, z_out
+
+
+def local_horizontal_to_global_geo(az, el, dist, lat_orig, lon_orig, alt_orig,
+                                   geodetic=True):
+    """ Convert from local horizontal coordinates to geodetic or geocentric
+    coordinates
+
+    Parameters
+    ----------
+    az : float
+        Azimuth (angle from North) of point in degrees
+    el : float
+        Elevation (angle from ground) of point in degrees
+    dist : float
+        Distance from origin to point in km
+    lat_orig : float
+        Latitude of origin in degrees
+    lon_orig : float
+        Longitude of origin in degrees
+    alt_orig : float
+        Altitude of origin in km from the surface of the Earth
+    geodetic : bool
+        True if origin coordinates are geodetic, False if they are geocentric.
+        Will return coordinates in the same system as the origin input.
+        (default=True)
+
+    Returns
+    -------
+    lat_pnt : float
+        Latitude of point in degrees
+    lon_pnt : float
+        Longitude of point in degrees
+    rad_pnt : float
+        Distance to the point from the centre of the Earth in km
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+
+    # If the data are in geodetic coordiantes, convert to geocentric
+    if geodetic:
+        (glat, glon, rearth, gaz, gel) = \
+            geodetic_to_geocentric_horizontal(lat_orig, lon_orig, az, el,
+                                              inverse=False)
+        grad = rearth + alt_orig
+    else:
+        glat = lat_orig
+        glon = lon_orig
+        grad = alt_orig + 6371.0  # Add the mean earth radius in km
+        gaz = az
+        gel = el
+
+    # Convert from local horizontal to local cartesian coordiantes
+    x_loc, y_loc, z_loc = spherical_to_cartesian(gaz, gel, dist, inverse=False)
+
+    # Convert from local to global cartesian coordiantes
+    x_glob, y_glob, z_glob = global_to_local_cartesian(x_loc, y_loc, z_loc,
+                                                       glat, glon, grad,
+                                                       inverse=True)
+
+    # Convert from global cartesian to geocentric coordinates
+    lon_pnt, lat_pnt, rad_pnt = spherical_to_cartesian(x_glob, y_glob, z_glob,
+                                                       inverse=True)
+
+    # Convert from geocentric to geodetic, if desired
+    if geodetic:
+        lat_pnt, lon_pnt, rearth = geodetic_to_geocentric(lat_pnt, lon_pnt,
+                                                          inverse=True)
+        rad_pnt = rearth + rad_pnt - 6371.0
+
+    return lat_pnt, lon_pnt, rad_pnt

From c6870edb2e5a275f643a43dfb50a33d5e48c47f1 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Wed, 13 Feb 2019 11:15:45 -0500
Subject: [PATCH 002/231] restructure

---
 pysat/utils/coords.py | 75 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 75 insertions(+)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index a3d3f7f..d7a13ab 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -9,6 +9,81 @@
 import numpy as np
 
 
+def scale_units(out_unit, in_unit):
+    """ Determine the scaling factor between two units
+
+    Parameters
+    -------------
+    out_unit : str
+        Desired unit after scaling
+    in_unit : str
+        Unit to be scaled
+
+    Returns
+    -----------
+    unit_scale : float
+        Scaling factor that will convert from in_units to out_units
+
+    Notes
+    -------
+    Accepted units include degrees ('deg', 'degree', 'degrees'),
+    radians ('rad', 'radian', 'radians'),
+    hours ('h', 'hr', 'hrs', 'hour', 'hours'), and lengths ('m', 'km', 'cm').
+    Can convert between degrees, radians, and hours or different lengths.
+
+    Example
+    -----------
+    ::
+    import numpy as np
+    two_pi = 2.0 * np.pi
+    scale = scale_units("deg", "RAD")
+    two_pi *= scale
+    two_pi # will show 360.0
+
+
+    """
+
+    if out_unit == in_unit:
+        return 1.0
+
+    accepted_units = {'deg': ['deg', 'degree', 'degrees'],
+                      'rad': ['rad', 'radian', 'radians'],
+                      'h': ['h', 'hr', 'hrs', 'hours'],
+                      'm': ['m', 'km', 'cm'],
+                      'm/s': ['m/s', 'cm/s', 'km/s']}
+
+    scales = {'deg': 180.0, 'rad': np.pi, 'h': 12.0,
+              'm': 1.0, 'km': 0.001, 'cm': 100.0,
+              'm/s': 1.0, 'cm/s': 100.0, 'km/s': 0.001}
+
+    # Test input and determine transformation type
+    out_key = None
+    in_key = None
+    for kk in accepted_units.keys():
+        if out_unit.lower() in accepted_units[kk]:
+            out_key = kk
+        if in_unit.lower() in accepted_units[kk]:
+            in_key = kk
+
+    if out_key is None:
+        raise ValueError('Unknown output unit {:}'.format(out_unit))
+
+    if in_key is None:
+        raise ValueError('Unknown input unit {:}'.format(in_unit))
+
+    if out_key == 'm' or out_key == 'm/s' or in_key == 'm' or in_key == 'm/s':
+        if in_key != out_key:
+            raise ValueError('Cannot scale {:s} and {:s}'.format(out_unit,
+                                                                 in_unit))
+        # Recast units as keys for the scales dictionary
+        out_key = out_unit
+        in_key = in_unit
+
+    unit_scale = scales[out_key.lower()] / scales[in_key.lower()]
+
+    return unit_scale
+
+
 def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
     """Converts position from geodetic to geocentric or vice-versa.
 

From 49a3894b9760922f5c7eb643ef2e065c0a740d61 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Wed, 13 Feb 2019 12:26:14 -0500
Subject: [PATCH 003/231] longitude functions to coords

---
 pysat/utils/coords.py | 65 +++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 65 insertions(+)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index d7a13ab..7f7122c 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -9,6 +9,71 @@
 import numpy as np
 
 
+def adjust_cyclic_data(samples, high=2.0*np.pi, low=0.0):
+    """Adjust cyclic values such as longitude to a different scale
+
+    Parameters
+    -----------
+    samples : array_like
+        Input array
+    high: float or int
+        Upper boundary for circular standard deviation range (default=2 pi)
+    low : float or int
+        Lower boundary for circular standard deviation range (default=0)
+    axis : int or NoneType
+        Axis along which standard deviations are computed.  The default is to
+        compute the standard deviation of the flattened array
+
+    Returns
+    --------
+    out_samples : float
+        Circular standard deviation
+
+    """
+
+    out_samples = np.asarray(samples)
+    sample_range = high - low
+    out_samples[out_samples >= high] -= sample_range
+    out_samples[out_samples < low] += sample_range
+
+    return out_samples
+
+
+def update_longitude(inst, lon_name=None, high=180.0, low=-180.0):
+    """ Update longitude to the desired range
+
+    Parameters
+    ------------
+    inst : pysat.Instrument instance
+        instrument object to be updated
+    lon_name : string
+        name of the longtiude data
+    high : float
+        Highest allowed longitude value (default=180.0)
+    low : float
+        Lowest allowed longitude value (default=-180.0)
+
+    Returns
+    ---------
+    updates instrument data in column 'lon_name'
+
+    """
+    from pysat.utils.coords import adjust_cyclic_data
+
+    if lon_name not in inst.data.keys():
+        raise ValueError('uknown longitude variable name')
+
+    new_lon = adjust_cyclic_data(inst[lon_name], high=high, low=low)
+
+    # Update based on data type
+    if inst.pandas_format:
+        inst[lon_name] = new_lon
+    else:
+        inst[lon_name].data = new_lon
+
+    return
+
+
 def scale_units(out_unit, in_unit):
     """ Determine the scaling factor between two units
 

From 2e741822404527654026b25cce791ccd261c554b Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 20 Feb 2019 16:01:16 -0500
Subject: [PATCH 004/231] rename test files and tidy

---
 pysat/tests/test_utils_coords.py | 318 +++++++++++++++++++++++++++++++
 1 file changed, 318 insertions(+)
 create mode 100644 pysat/tests/test_utils_coords.py

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
new file mode 100644
index 0000000..b6cdff0
--- /dev/null
+++ b/pysat/tests/test_utils_coords.py
@@ -0,0 +1,318 @@
+"""
+tests the pysat coords area
+"""
+import numpy as np
+import pandas as pds
+import nose.tools
+from nose.tools import assert_raises, raises
+import pysat
+from pysat.utils import coords
+
+
+class TestBasics():
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        self.test_angles = np.array([340.0, 348.0, 358.9, 0.5, 5.0, 9.87])
+
+        self.testInst = pysat.Instrument(platform='pysat',
+                                         name='testing',
+                                         clean_level='clean')
+        # Add longitude to the test instrument
+        ones = np.ones(shape=len(self.test_angles))
+        time = pysat.utils.time.create_datetime_index(year=ones*2001,
+                                                      month=ones,
+                                                      uts=np.arange(0.0,
+                                                                    len(ones),
+                                                                    1.0))
+
+        self.testInst.data = \
+            pds.DataFrame(np.array([time, self.test_angles]).transpose(),
+                          index=time, columns=["time", "longitude"])
+
+        self.deg_units = ["deg", "degree", "degrees", "rad", "radian",
+                          "radians", "h", "hr", "hrs", "hours"]
+        self.dist_units = ["m", "km", "cm"]
+        self.vel_units = ["m/s", "cm/s", "km/s"]
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.test_angles, self.testInst
+        del self.deg_units, self.dist_units, self.vel_units
+
+    def test_adjust_cyclic_data_default(self):
+        """ Test adjust_cyclic_data with default range """
+
+        test_in = np.radians(self.test_angles) - np.pi
+        test_angles = coords.adjust_cyclic_data(test_in)
+
+        assert test_angles.max() < 2.0 * np.pi
+        assert test_angles.min() >= 0.0
+
+    def test_adjust_cyclic_data_custom(self):
+        """ Test adjust_cyclic_data with a custom range """
+
+        test_angles = coords.adjust_cyclic_data(self.test_angles,
+                                                high=180.0, low=-180.0)
+
+        assert test_angles.max() < 180.0
+        assert test_angles.min() >= -180.0
+
+    def test_update_longitude(self):
+        """Test update_longitude """
+
+        coords.update_longitude(self.testInst, lon_name="longitude")
+
+        assert np.all(self.testInst.data['longitude'] < 180.0)
+        assert np.all(self.testInst.data['longitude'] >= -180.0)
+
+    def test_bad_lon_name_update_longitude(self):
+        """Test update_longitude with a bad longitude name"""
+
+        assert_raises(ValueError, coords.update_longitude,
+                      self.testInst)
+
+    def test_scale_units_same(self):
+        """ Test scale_units when both units are the same """
+
+        scale = coords.scale_units("happy", "happy")
+
+        assert scale == 1.0
+
+    def test_scale_units_angles(self):
+        """Test scale_units for angles """
+
+        for out_unit in self.deg_units:
+            scale = coords.scale_units(out_unit, "deg")
+
+            if out_unit.find("deg") == 0:
+                assert scale == 1.0
+            elif out_unit.find("rad") == 0:
+                assert scale == np.pi / 180.0
+            else:
+                assert scale == 1.0 / 15.0
+
+    def test_scale_units_dist(self):
+        """Test scale_units for distances """
+
+        for out_unit in self.dist_units:
+            scale = coords.scale_units(out_unit, "m")
+
+            if out_unit == "m":
+                assert scale == 1.0
+            elif out_unit.find("km") == 0:
+                assert scale == 0.001
+            else:
+                assert scale == 100.0
+
+    def test_scale_units_vel(self):
+        """Test scale_units for velocities """
+
+        for out_unit in self.vel_units:
+            scale = coords.scale_units(out_unit, "m/s")
+
+            if out_unit == "m/s":
+                assert scale == 1.0
+            elif out_unit.find("km/s") == 0:
+                assert scale == 0.001
+            else:
+                assert scale == 100.0
+
+    def test_scale_units_bad(self):
+        """Test scale_units for mismatched input"""
+
+        assert_raises(ValueError, coords.scale_units, "happy", "m")
+        assert_raises(ValueError, coords.scale_units, "m", "happy")
+        assert_raises(ValueError, coords.scale_units, "m", "m/s")
+        assert_raises(ValueError, coords.scale_units, "m", "deg")
+        assert_raises(ValueError, coords.scale_units, "h", "km/s")
+
+    def test_geodetic_to_geocentric_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
+
+        lat0 = 45.0
+        lon0 = 8.0
+
+        latx, lonx, radx = coords.geodetic_to_geocentric(lat0,
+                                                         lon_in=lon0)
+
+        assert (abs(latx - 44.807576784018046) < 1.0e-6)
+        assert (abs(lonx - lon0) < 1.0e-6)
+        assert (abs(radx - 6367.489543863465) < 1.0e-6)
+
+    def test_geocentric_to_geodetic_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
+
+        lat0 = 45.0
+        lon0 = 8.0
+
+        latx, lonx, radx = coords.geodetic_to_geocentric(lat0,
+                                                         lon_in=lon0,
+                                                         inverse=True)
+
+        assert (abs(latx - 45.192423215981954) < 1.0e-6)
+        assert (abs(lonx - lon0) < 1.0e-6)
+        assert (abs(radx - 6367.345908499981) < 1.0e-6)
+
+    def test_geodetic_to_geocentric_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        latx, lonx, radx = coords.geodetic_to_geocentric(45.0*arr,
+                                                         lon_in=8.0*arr)
+
+        assert latx.shape == arr.shape
+        assert lonx.shape == arr.shape
+        assert radx.shape == arr.shape
+        assert (abs(latx - 44.807576784018046).max() < 1.0e-6)
+        assert (abs(lonx - 8.0).max() < 1.0e-6)
+        assert (abs(radx - 6367.489543863465).max() < 1.0e-6)
+
+    def test_geocentric_to_geodetic_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        latx, lonx, radx = coords.geodetic_to_geocentric(45.0*arr,
+                                                         lon_in=8.0*arr,
+                                                         inverse=True)
+
+        assert latx.shape == arr.shape
+        assert lonx.shape == arr.shape
+        assert radx.shape == arr.shape
+        assert (abs(latx - 45.192423215981954).max() < 1.0e-6)
+        assert (abs(lonx - 8.0).max() < 1.0e-6)
+        assert (abs(radx - 6367.345908499981).max() < 1.0e-6)
+
+    def test_spherical_to_cartesian_single(self):
+        """Test conversion from spherical to cartesian coordinates"""
+
+        x, y, z = coords.spherical_to_cartesian(45.0, 30.0, 1.0)
+
+        assert abs(x - y) < 1.0e-6
+        assert abs(z - 0.5) < 1.0e-6
+
+    def test_cartesian_to_spherical_single(self):
+        """Test conversion from cartesian to spherical coordinates"""
+
+        x = 0.6123724356957946
+        az, el, r = coords.spherical_to_cartesian(x, x, 0.5,
+                                                  inverse=True)
+
+        assert abs(az - 45.0) < 1.0e-6
+        assert abs(el - 30.0) < 1.0e-6
+        assert abs(r - 1.0) < 1.0e-6
+
+    def test_spherical_to_cartesian_mult(self):
+        """Test array conversion from spherical to cartesian coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.spherical_to_cartesian(45.0*arr, 30.0*arr, arr)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x - y).max() < 1.0e-6
+        assert abs(z - 0.5).max() < 1.0e-6
+
+    def test_cartesian_to_spherical_mult(self):
+        """Test array conversion from cartesian to spherical coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x = 0.6123724356957946
+        az, el, r = coords.spherical_to_cartesian(x*arr, x*arr, 0.5*arr,
+                                                  inverse=True)
+
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert r.shape == arr.shape
+        assert abs(az - 45.0).max() < 1.0e-6
+        assert abs(el - 30.0).max() < 1.0e-6
+        assert abs(r - 1.0).max() < 1.0e-6
+
+    def test_geodetic_to_geocentric_inverse(self):
+        """Tests the reversibility of geodetic to geocentric conversions"""
+
+        lat1 = 37.5
+        lon1 = 117.3
+        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1,
+                                                          lon_in=lon1,
+                                                          inverse=False)
+        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2,
+                                                          lon_in=lon2,
+                                                          inverse=True)
+        assert (abs(lon1-lon3) < 1.0e-6)
+        assert (abs(lat1-lat3) < 1.0e-6)
+
+    def test_geodetic_to_geocentric_horizontal_inverse(self):
+        """Tests the reversibility of geodetic to geocentric horiz conversions
+
+        Note:  inverse of az and el angles currently non-functional"""
+
+        lat1 = -17.5
+        lon1 = 187.3
+        az1 = 52.0
+        el1 = 63.0
+        lat2, lon2, rad_e, az2, el2 = \
+            coords.geodetic_to_geocentric_horizontal(lat1, lon1,
+                                                     az1, el1,
+                                                     inverse=False)
+        lat3, lon3, rad_e, az3, el3 = \
+            coords.geodetic_to_geocentric_horizontal(lat2, lon2,
+                                                     az2, el2,
+                                                     inverse=True)
+
+        assert (abs(lon1-lon3) < 1.0e-6)
+        assert (abs(lat1-lat3) < 1.0e-6)
+        assert (abs(az1-az3) < 1.0e-6)
+        assert (abs(el1-el3) < 1.0e-6)
+
+    def test_spherical_to_cartesian_inverse(self):
+        """Tests the reversibility of spherical to cartesian conversions"""
+
+        x1 = 3000.0
+        y1 = 2000.0
+        z1 = 2500.0
+        az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
+                                                  inverse=True)
+        x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
+                                                   inverse=False)
+
+        assert (abs(x1-x2) < 1.0e-6)
+        assert (abs(y1-y2) < 1.0e-6)
+        assert (abs(z1-z2) < 1.0e-6)
+
+    def test_global_to_local_cartesian_inverse(self):
+        """Tests the reversibility of the global to loc cartesian transform"""
+
+        x1 = 7000.0
+        y1 = 8000.0
+        z1 = 9500.0
+        lat = 37.5
+        lon = 289.0
+        rad = 6380.0
+        x2, y2, z2 = coords.global_to_local_cartesian(x1, y1, z1,
+                                                      lat, lon, rad,
+                                                      inverse=False)
+        x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
+                                                      lat, lon, rad,
+                                                      inverse=True)
+        assert (abs(x1-x3) < 1.0e-6)
+        assert (abs(y1-y3) < 1.0e-6)
+        assert (abs(z1-z3) < 1.0e-6)
+
+    def test_local_horizontal_to_global_geo(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        az = 30.0
+        el = 45.0
+        dist = 1000.0
+        lat0 = 45.0
+        lon0 = 0.0
+        alt0 = 400.0
+
+        latx, lonx, radx = \
+            coords.local_horizontal_to_global_geo(az, el, dist,
+                                                  lat0, lon0, alt0)
+
+        assert (abs(latx - 50.419037572472625) < 1.0e-6)
+        assert (abs(lonx + 7.694008395350697) < 1.0e-6)
+        assert (abs(radx - 7172.15486518744) < 1.0e-6)

From 804623196b62f70c43b7813dbeb6006908bb667d Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 20 Feb 2019 16:25:38 -0500
Subject: [PATCH 005/231] test_utils_coords structure

---
 pysat/tests/test_utils_coords.py | 98 ++++++++++++++++++++------------
 1 file changed, 61 insertions(+), 37 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index b6cdff0..fafeb60 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -39,6 +39,9 @@ def teardown(self):
         del self.test_angles, self.testInst
         del self.deg_units, self.dist_units, self.vel_units
 
+    #####################################
+    # Cyclic data conversions
+
     def test_adjust_cyclic_data_default(self):
         """ Test adjust_cyclic_data with default range """
 
@@ -57,6 +60,9 @@ def test_adjust_cyclic_data_custom(self):
         assert test_angles.max() < 180.0
         assert test_angles.min() >= -180.0
 
+    #####################################
+    # Update Longitude
+
     def test_update_longitude(self):
         """Test update_longitude """
 
@@ -71,6 +77,9 @@ def test_bad_lon_name_update_longitude(self):
         assert_raises(ValueError, coords.update_longitude,
                       self.testInst)
 
+    #####################################
+    # Scale units
+
     def test_scale_units_same(self):
         """ Test scale_units when both units are the same """
 
@@ -126,6 +135,9 @@ def test_scale_units_bad(self):
         assert_raises(ValueError, coords.scale_units, "m", "deg")
         assert_raises(ValueError, coords.scale_units, "h", "km/s")
 
+    #####################################
+    # Geodetic / Geocentric conversions
+
     def test_geodetic_to_geocentric_single(self):
         """Test conversion from geodetic to geocentric coordinates"""
 
@@ -182,6 +194,49 @@ def test_geocentric_to_geodetic_mult(self):
         assert (abs(lonx - 8.0).max() < 1.0e-6)
         assert (abs(radx - 6367.345908499981).max() < 1.0e-6)
 
+    def test_geodetic_to_geocentric_inverse(self):
+        """Tests the reversibility of geodetic to geocentric conversions"""
+
+        lat1 = 37.5
+        lon1 = 117.3
+        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1,
+                                                          lon_in=lon1,
+                                                          inverse=False)
+        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2,
+                                                          lon_in=lon2,
+                                                          inverse=True)
+        assert (abs(lon1-lon3) < 1.0e-6)
+        assert (abs(lat1-lat3) < 1.0e-6)
+
+    ###############################################
+    # Geodetic / Geocentric Horizontal conversions
+
+    def test_geodetic_to_geocentric_horizontal_inverse(self):
+        """Tests the reversibility of geodetic to geocentric horiz conversions
+
+        Note:  inverse of az and el angles currently non-functional"""
+
+        lat1 = -17.5
+        lon1 = 187.3
+        az1 = 52.0
+        el1 = 63.0
+        lat2, lon2, rad_e, az2, el2 = \
+            coords.geodetic_to_geocentric_horizontal(lat1, lon1,
+                                                     az1, el1,
+                                                     inverse=False)
+        lat3, lon3, rad_e, az3, el3 = \
+            coords.geodetic_to_geocentric_horizontal(lat2, lon2,
+                                                     az2, el2,
+                                                     inverse=True)
+
+        assert (abs(lon1-lon3) < 1.0e-6)
+        assert (abs(lat1-lat3) < 1.0e-6)
+        assert (abs(az1-az3) < 1.0e-6)
+        assert (abs(el1-el3) < 1.0e-6)
+
+    ####################################
+    # Spherical / Cartesian conversions
+
     def test_spherical_to_cartesian_single(self):
         """Test conversion from spherical to cartesian coordinates"""
 
@@ -228,43 +283,6 @@ def test_cartesian_to_spherical_mult(self):
         assert abs(el - 30.0).max() < 1.0e-6
         assert abs(r - 1.0).max() < 1.0e-6
 
-    def test_geodetic_to_geocentric_inverse(self):
-        """Tests the reversibility of geodetic to geocentric conversions"""
-
-        lat1 = 37.5
-        lon1 = 117.3
-        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1,
-                                                          lon_in=lon1,
-                                                          inverse=False)
-        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2,
-                                                          lon_in=lon2,
-                                                          inverse=True)
-        assert (abs(lon1-lon3) < 1.0e-6)
-        assert (abs(lat1-lat3) < 1.0e-6)
-
-    def test_geodetic_to_geocentric_horizontal_inverse(self):
-        """Tests the reversibility of geodetic to geocentric horiz conversions
-
-        Note:  inverse of az and el angles currently non-functional"""
-
-        lat1 = -17.5
-        lon1 = 187.3
-        az1 = 52.0
-        el1 = 63.0
-        lat2, lon2, rad_e, az2, el2 = \
-            coords.geodetic_to_geocentric_horizontal(lat1, lon1,
-                                                     az1, el1,
-                                                     inverse=False)
-        lat3, lon3, rad_e, az3, el3 = \
-            coords.geodetic_to_geocentric_horizontal(lat2, lon2,
-                                                     az2, el2,
-                                                     inverse=True)
-
-        assert (abs(lon1-lon3) < 1.0e-6)
-        assert (abs(lat1-lat3) < 1.0e-6)
-        assert (abs(az1-az3) < 1.0e-6)
-        assert (abs(el1-el3) < 1.0e-6)
-
     def test_spherical_to_cartesian_inverse(self):
         """Tests the reversibility of spherical to cartesian conversions"""
 
@@ -280,6 +298,9 @@ def test_spherical_to_cartesian_inverse(self):
         assert (abs(y1-y2) < 1.0e-6)
         assert (abs(z1-z2) < 1.0e-6)
 
+    ########################################
+    # Global / Local Cartesian conversions
+
     def test_global_to_local_cartesian_inverse(self):
         """Tests the reversibility of the global to loc cartesian transform"""
 
@@ -299,6 +320,9 @@ def test_global_to_local_cartesian_inverse(self):
         assert (abs(y1-y3) < 1.0e-6)
         assert (abs(z1-z3) < 1.0e-6)
 
+    ########################################
+    # Local Horizontal / Global conversions
+
     def test_local_horizontal_to_global_geo(self):
         """Tests the conversion of the local horizontal to global geo"""
 

From 9129d13cdba25e8893defd3e7a54c42164365449 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 20 Feb 2019 17:47:10 -0500
Subject: [PATCH 006/231] move local time to coords

---
 pysat/tests/test_utils_coords.py |  9 +++++
 pysat/utils/coords.py            | 60 ++++++++++++++++++++++++++++++++
 2 files changed, 69 insertions(+)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index fafeb60..75f991c 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -340,3 +340,12 @@ def test_local_horizontal_to_global_geo(self):
         assert (abs(latx - 50.419037572472625) < 1.0e-6)
         assert (abs(lonx + 7.694008395350697) < 1.0e-6)
         assert (abs(radx - 7172.15486518744) < 1.0e-6)
+
+    #########################
+    # calc_solar_local_time
+
+    def test_calc_solar_local_time(self):
+
+        pytime.calc_solar_local_time(inst, lon_name=None, slt_name='slt')
+
+        assert True
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 7f7122c..6cb44f0 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -489,3 +489,63 @@ def local_horizontal_to_global_geo(az, el, dist, lat_orig, lon_orig, alt_orig,
         rad_pnt = rearth + rad_pnt - 6371.0
 
     return lat_pnt, lon_pnt, rad_pnt
+
+
+def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
+    """ Append solar local time to an instrument object
+
+    Parameters
+    ------------
+    inst : pysat.Instrument instance
+        instrument object to be updated
+    lon_name : string
+        name of the longtiude data key (assumes data are in degrees)
+    slt_name : string
+        name of the output solar local time data key (default='slt')
+
+    Returns
+    ---------
+    updates instrument data in column specified by slt_name
+
+    """
+    import datetime as dt
+
+    if lon_name not in inst.data.keys():
+        raise ValueError('uknown longitude variable name')
+
+    # Convert from numpy epoch nanoseconds to UT seconds of day
+    utsec = list()
+    for nptime in inst.index.values.astype(int):
+        # Numpy times come out in nanoseconds and timestamp converts
+        # from seconds
+        dtime = dt.datetime.fromtimestamp(nptime * 1.0e-9)
+        utsec.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
+                      dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
+
+    # Calculate solar local time
+    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
+
+    # Ensure that solar local time falls between 0 and 24 hours
+    slt[slt >= 24.0] -= 24.0
+    slt[slt < 0.0] += 24.0
+
+    # Add the solar local time to the instrument
+    if inst.pandas_format:
+        inst[slt_name] = pds.Series(slt, index=inst.data.index)
+    else:
+        data = inst.data.assign(pysat_slt=(inst.data.coords.keys(), slt))
+        data.rename({"pysat_slt": slt_name}, inplace=True)
+        inst.data = data
+
+    # Add units to the metadata
+    inst.meta.__setitem__(slt_name, {inst.meta.units_label: 'h',
+                                     inst.meta.name_label: "Solar Local Time",
+                                     inst.meta.desc_label: "Solar local time",
+                                     inst.meta.plot_label: "SLT",
+                                     inst.meta.axis_label: "SLT",
+                                     inst.meta.scale_label: "linear",
+                                     inst.meta.min_label: 0.0,
+                                     inst.meta.max_label: 24.0,
+                                     inst.meta.fill_label: np.nan})
+
+    return

From c7da44ee39bef699c6b64060e6c656a73ea9c2c5 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 20 Feb 2019 18:02:42 -0500
Subject: [PATCH 007/231] unit tests for solar local time

---
 pysat/tests/test_utils_coords.py | 32 +++++++++++++++++++++-----------
 pysat/utils/coords.py            |  1 +
 2 files changed, 22 insertions(+), 11 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 75f991c..20da4ef 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -71,11 +71,30 @@ def test_update_longitude(self):
         assert np.all(self.testInst.data['longitude'] < 180.0)
         assert np.all(self.testInst.data['longitude'] >= -180.0)
 
+    @raises(ValueError)
     def test_bad_lon_name_update_longitude(self):
         """Test update_longitude with a bad longitude name"""
 
-        assert_raises(ValueError, coords.update_longitude,
-                      self.testInst)
+        coords.update_longitude(self.testInst, lon_name="not longitude")
+
+    #########################
+    # calc_solar_local_time
+
+    def test_calc_solar_local_time(self):
+
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt')
+        target = [17.666667, 18.200278, 18.927222,
+                  19.034167, 19.334444, 19.659389]
+
+        assert (np.abs(self.testInst['slt'] - target)).max() < 1.0e-6
+
+    @raises(ValueError)
+    def test_bad_lon_name_calc_solar_local_time(self):
+        """Test calc_solar_local_time with a bad longitude name"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="not longitude",
+                                     slt_name='slt')
 
     #####################################
     # Scale units
@@ -340,12 +359,3 @@ def test_local_horizontal_to_global_geo(self):
         assert (abs(latx - 50.419037572472625) < 1.0e-6)
         assert (abs(lonx + 7.694008395350697) < 1.0e-6)
         assert (abs(radx - 7172.15486518744) < 1.0e-6)
-
-    #########################
-    # calc_solar_local_time
-
-    def test_calc_solar_local_time(self):
-
-        pytime.calc_solar_local_time(inst, lon_name=None, slt_name='slt')
-
-        assert True
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 6cb44f0..610d8d4 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -7,6 +7,7 @@
 """
 
 import numpy as np
+import pandas as pds
 
 
 def adjust_cyclic_data(samples, high=2.0*np.pi, low=0.0):

From e292e42cd0fb2f635fa8f6ba15e251d8ed5e37aa Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 20 Feb 2019 18:39:09 -0500
Subject: [PATCH 008/231] more coord tests + style

---
 pysat/tests/test_utils_coords.py | 234 ++++++++++++++++++++++---------
 pysat/utils/coords.py            | 120 ++++++++--------
 2 files changed, 227 insertions(+), 127 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 20da4ef..5b40ba7 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -6,7 +6,7 @@
 import nose.tools
 from nose.tools import assert_raises, raises
 import pysat
-from pysat.utils import coords
+from pysat.utils import coords, time
 
 
 class TestBasics():
@@ -19,15 +19,13 @@ def setup(self):
                                          clean_level='clean')
         # Add longitude to the test instrument
         ones = np.ones(shape=len(self.test_angles))
-        time = pysat.utils.time.create_datetime_index(year=ones*2001,
-                                                      month=ones,
-                                                      uts=np.arange(0.0,
-                                                                    len(ones),
-                                                                    1.0))
+        tind = time.create_datetime_index(year=ones*2001,
+                                          month=ones,
+                                          uts=np.arange(0.0, len(ones), 1.0))
 
         self.testInst.data = \
-            pds.DataFrame(np.array([time, self.test_angles]).transpose(),
-                          index=time, columns=["time", "longitude"])
+            pds.DataFrame(np.array([tind, self.test_angles]).transpose(),
+                          index=tind, columns=["time", "longitude"])
 
         self.deg_units = ["deg", "degree", "degrees", "rad", "radian",
                           "radians", "h", "hr", "hrs", "hours"]
@@ -87,7 +85,7 @@ def test_calc_solar_local_time(self):
         target = [17.666667, 18.200278, 18.927222,
                   19.034167, 19.334444, 19.659389]
 
-        assert (np.abs(self.testInst['slt'] - target)).max() < 1.0e-6
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):
@@ -160,76 +158,128 @@ def test_scale_units_bad(self):
     def test_geodetic_to_geocentric_single(self):
         """Test conversion from geodetic to geocentric coordinates"""
 
-        lat0 = 45.0
-        lon0 = 8.0
-
-        latx, lonx, radx = coords.geodetic_to_geocentric(lat0,
-                                                         lon_in=lon0)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0)
 
-        assert (abs(latx - 44.807576784018046) < 1.0e-6)
-        assert (abs(lonx - lon0) < 1.0e-6)
-        assert (abs(radx - 6367.489543863465) < 1.0e-6)
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
 
     def test_geocentric_to_geodetic_single(self):
         """Test conversion from geocentric to geodetic coordinates"""
 
-        lat0 = 45.0
-        lon0 = 8.0
-
-        latx, lonx, radx = coords.geodetic_to_geocentric(lat0,
-                                                         lon_in=lon0,
-                                                         inverse=True)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0,
+                                                      inverse=True)
 
-        assert (abs(latx - 45.192423215981954) < 1.0e-6)
-        assert (abs(lonx - lon0) < 1.0e-6)
-        assert (abs(radx - 6367.345908499981) < 1.0e-6)
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
 
     def test_geodetic_to_geocentric_mult(self):
         """Test array conversion from geodetic to geocentric coordinates"""
 
         arr = np.ones(shape=(10,), dtype=float)
-        latx, lonx, radx = coords.geodetic_to_geocentric(45.0*arr,
-                                                         lon_in=8.0*arr)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr)
 
-        assert latx.shape == arr.shape
-        assert lonx.shape == arr.shape
-        assert radx.shape == arr.shape
-        assert (abs(latx - 44.807576784018046).max() < 1.0e-6)
-        assert (abs(lonx - 8.0).max() < 1.0e-6)
-        assert (abs(radx - 6367.489543863465).max() < 1.0e-6)
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
 
     def test_geocentric_to_geodetic_mult(self):
         """Test array conversion from geocentric to geodetic coordinates"""
 
         arr = np.ones(shape=(10,), dtype=float)
-        latx, lonx, radx = coords.geodetic_to_geocentric(45.0*arr,
-                                                         lon_in=8.0*arr,
-                                                         inverse=True)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr,
+                                                      inverse=True)
 
-        assert latx.shape == arr.shape
-        assert lonx.shape == arr.shape
-        assert radx.shape == arr.shape
-        assert (abs(latx - 45.192423215981954).max() < 1.0e-6)
-        assert (abs(lonx - 8.0).max() < 1.0e-6)
-        assert (abs(radx - 6367.345908499981).max() < 1.0e-6)
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
 
     def test_geodetic_to_geocentric_inverse(self):
         """Tests the reversibility of geodetic to geocentric conversions"""
 
         lat1 = 37.5
         lon1 = 117.3
-        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1,
-                                                          lon_in=lon1,
+        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
                                                           inverse=False)
-        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2,
-                                                          lon_in=lon2,
+        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
                                                           inverse=True)
-        assert (abs(lon1-lon3) < 1.0e-6)
-        assert (abs(lat1-lat3) < 1.0e-6)
+        assert abs(lon1-lon3) < 1.0e-6
+        assert abs(lat1-lat3) < 1.0e-6
 
     ###############################################
     # Geodetic / Geocentric Horizontal conversions
 
+    def test_geodetic_to_geocentric_horz_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0)
+
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
+        assert abs(az - 51.70376774257361) < 1.0e-6
+        assert abs(el - 62.8811403841008) < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0,
+                                                     inverse=True)
+
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
+        assert abs(az - 52.29896101551479) < 1.0e-6
+        assert abs(el - 63.118072033649916) < 1.0e-6
+
+    def test_geodetic_to_geocentric_horz_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                     52.0*arr, 63.0*arr)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
+        assert abs(az - 51.70376774257361).max() < 1.0e-6
+        assert abs(el - 62.8811403841008).max() < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                     52.0*arr, 63.0*arr,
+                                                     inverse=True)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
+        assert abs(az - 52.29896101551479).max() < 1.0e-6
+        assert abs(el - 63.118072033649916).max() < 1.0e-6
+
     def test_geodetic_to_geocentric_horizontal_inverse(self):
         """Tests the reversibility of geodetic to geocentric horiz conversions
 
@@ -240,18 +290,16 @@ def test_geodetic_to_geocentric_horizontal_inverse(self):
         az1 = 52.0
         el1 = 63.0
         lat2, lon2, rad_e, az2, el2 = \
-            coords.geodetic_to_geocentric_horizontal(lat1, lon1,
-                                                     az1, el1,
+            coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
                                                      inverse=False)
         lat3, lon3, rad_e, az3, el3 = \
-            coords.geodetic_to_geocentric_horizontal(lat2, lon2,
-                                                     az2, el2,
+            coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
                                                      inverse=True)
 
-        assert (abs(lon1-lon3) < 1.0e-6)
-        assert (abs(lat1-lat3) < 1.0e-6)
-        assert (abs(az1-az3) < 1.0e-6)
-        assert (abs(el1-el3) < 1.0e-6)
+        assert abs(lon1-lon3) < 1.0e-6
+        assert abs(lat1-lat3) < 1.0e-6
+        assert abs(az1-az3) < 1.0e-6
+        assert abs(el1-el3) < 1.0e-6
 
     ####################################
     # Spherical / Cartesian conversions
@@ -313,13 +361,65 @@ def test_spherical_to_cartesian_inverse(self):
         x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
                                                    inverse=False)
 
-        assert (abs(x1-x2) < 1.0e-6)
-        assert (abs(y1-y2) < 1.0e-6)
-        assert (abs(z1-z2) < 1.0e-6)
+        assert abs(x1-x2) < 1.0e-6
+        assert abs(y1-y2) < 1.0e-6
+        assert abs(z1-z2) < 1.0e-6
 
     ########################################
     # Global / Local Cartesian conversions
 
+    def test_global_to_local_cartesian_single(self):
+        """Test conversion from global to local cartesian coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                                   37.5, 289.0, 6380.0)
+
+        assert abs(x + 9223.175264852474) < 1.0e-6
+        assert abs(y + 2239.835278362686) < 1.0e-6
+        assert abs(z - 11323.126851088331) < 1.0e-6
+
+    def test_local_cartesian_to_global_single(self):
+        """Test conversion from local cartesian to global coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                                   37.5, 289.0, 6380.0,
+                                                   inverse=True)
+
+        assert abs(x + 5709.804676635975) < 1.0e-6
+        assert abs(y + 4918.397556010223) < 1.0e-6
+        assert abs(z - 15709.577500484005) < 1.0e-6
+
+    def test_global_to_local_cartesian_mult(self):
+        """Test array conversion from global to local cartesian coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                                   9000.0*arr, 37.5*arr,
+                                                   289.0*arr, 6380.0*arr)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x + 9223.175264852474).max() < 1.0e-6
+        assert abs(y + 2239.835278362686).max() < 1.0e-6
+        assert abs(z - 11323.126851088331).max() < 1.0e-6
+
+    def test_local_cartesian_to_global_mult(self):
+        """Test array conversion from local cartesian to global coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                                   9000.0*arr, 37.5*arr,
+                                                   289.0*arr, 6380.0*arr,
+                                                   inverse=True)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x + 5709.804676635975).max() < 1.0e-6
+        assert abs(y + 4918.397556010223).max() < 1.0e-6
+        assert abs(z - 15709.577500484005).max() < 1.0e-6
+
     def test_global_to_local_cartesian_inverse(self):
         """Tests the reversibility of the global to loc cartesian transform"""
 
@@ -335,9 +435,9 @@ def test_global_to_local_cartesian_inverse(self):
         x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
                                                       lat, lon, rad,
                                                       inverse=True)
-        assert (abs(x1-x3) < 1.0e-6)
-        assert (abs(y1-y3) < 1.0e-6)
-        assert (abs(z1-z3) < 1.0e-6)
+        assert abs(x1-x3) < 1.0e-6
+        assert abs(y1-y3) < 1.0e-6
+        assert abs(z1-z3) < 1.0e-6
 
     ########################################
     # Local Horizontal / Global conversions
@@ -352,10 +452,10 @@ def test_local_horizontal_to_global_geo(self):
         lon0 = 0.0
         alt0 = 400.0
 
-        latx, lonx, radx = \
+        lat, lon, rad = \
             coords.local_horizontal_to_global_geo(az, el, dist,
                                                   lat0, lon0, alt0)
 
-        assert (abs(latx - 50.419037572472625) < 1.0e-6)
-        assert (abs(lonx + 7.694008395350697) < 1.0e-6)
-        assert (abs(radx - 7172.15486518744) < 1.0e-6)
+        assert abs(lat - 50.419037572472625) < 1.0e-6
+        assert abs(lon + 7.694008395350697) < 1.0e-6
+        assert abs(rad - 7172.15486518744) < 1.0e-6
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 610d8d4..59106c0 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -75,6 +75,66 @@ def update_longitude(inst, lon_name=None, high=180.0, low=-180.0):
     return
 
 
+def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
+    """ Append solar local time to an instrument object
+
+    Parameters
+    ------------
+    inst : pysat.Instrument instance
+        instrument object to be updated
+    lon_name : string
+        name of the longtiude data key (assumes data are in degrees)
+    slt_name : string
+        name of the output solar local time data key (default='slt')
+
+    Returns
+    ---------
+    updates instrument data in column specified by slt_name
+
+    """
+    import datetime as dt
+
+    if lon_name not in inst.data.keys():
+        raise ValueError('uknown longitude variable name')
+
+    # Convert from numpy epoch nanoseconds to UT seconds of day
+    utsec = list()
+    for nptime in inst.index.values.astype(int):
+        # Numpy times come out in nanoseconds and timestamp converts
+        # from seconds
+        dtime = dt.datetime.fromtimestamp(nptime * 1.0e-9)
+        utsec.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
+                      dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
+
+    # Calculate solar local time
+    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
+
+    # Ensure that solar local time falls between 0 and 24 hours
+    slt[slt >= 24.0] -= 24.0
+    slt[slt < 0.0] += 24.0
+
+    # Add the solar local time to the instrument
+    if inst.pandas_format:
+        inst[slt_name] = pds.Series(slt, index=inst.data.index)
+    else:
+        data = inst.data.assign(pysat_slt=(inst.data.coords.keys(), slt))
+        data.rename({"pysat_slt": slt_name}, inplace=True)
+        inst.data = data
+
+    # Add units to the metadata
+    inst.meta.__setitem__(slt_name, {inst.meta.units_label: 'h',
+                                     inst.meta.name_label: "Solar Local Time",
+                                     inst.meta.desc_label: "Solar local time",
+                                     inst.meta.plot_label: "SLT",
+                                     inst.meta.axis_label: "SLT",
+                                     inst.meta.scale_label: "linear",
+                                     inst.meta.min_label: 0.0,
+                                     inst.meta.max_label: 24.0,
+                                     inst.meta.fill_label: np.nan})
+
+    return
+
+
 def scale_units(out_unit, in_unit):
     """ Determine the scaling factor between two units
 
@@ -490,63 +550,3 @@ def local_horizontal_to_global_geo(az, el, dist, lat_orig, lon_orig, alt_orig,
         rad_pnt = rearth + rad_pnt - 6371.0
 
     return lat_pnt, lon_pnt, rad_pnt
-
-
-def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
-    """ Append solar local time to an instrument object
-
-    Parameters
-    ------------
-    inst : pysat.Instrument instance
-        instrument object to be updated
-    lon_name : string
-        name of the longtiude data key (assumes data are in degrees)
-    slt_name : string
-        name of the output solar local time data key (default='slt')
-
-    Returns
-    ---------
-    updates instrument data in column specified by slt_name
-
-    """
-    import datetime as dt
-
-    if lon_name not in inst.data.keys():
-        raise ValueError('uknown longitude variable name')
-
-    # Convert from numpy epoch nanoseconds to UT seconds of day
-    utsec = list()
-    for nptime in inst.index.values.astype(int):
-        # Numpy times come out in nanoseconds and timestamp converts
-        # from seconds
-        dtime = dt.datetime.fromtimestamp(nptime * 1.0e-9)
-        utsec.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
-                      dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
-
-    # Calculate solar local time
-    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
-
-    # Ensure that solar local time falls between 0 and 24 hours
-    slt[slt >= 24.0] -= 24.0
-    slt[slt < 0.0] += 24.0
-
-    # Add the solar local time to the instrument
-    if inst.pandas_format:
-        inst[slt_name] = pds.Series(slt, index=inst.data.index)
-    else:
-        data = inst.data.assign(pysat_slt=(inst.data.coords.keys(), slt))
-        data.rename({"pysat_slt": slt_name}, inplace=True)
-        inst.data = data
-
-    # Add units to the metadata
-    inst.meta.__setitem__(slt_name, {inst.meta.units_label: 'h',
-                                     inst.meta.name_label: "Solar Local Time",
-                                     inst.meta.desc_label: "Solar local time",
-                                     inst.meta.plot_label: "SLT",
-                                     inst.meta.axis_label: "SLT",
-                                     inst.meta.scale_label: "linear",
-                                     inst.meta.min_label: 0.0,
-                                     inst.meta.max_label: 24.0,
-                                     inst.meta.fill_label: np.nan})
-
-    return

From 99e196f92c54fb805c33b24707fa27d68b28dc93 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Thu, 21 Feb 2019 06:06:49 -0500
Subject: [PATCH 009/231] test_calc_solar_local_time

---
 pysat/tests/test_utils_coords.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 5b40ba7..eff67fe 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -79,11 +79,12 @@ def test_bad_lon_name_update_longitude(self):
     # calc_solar_local_time
 
     def test_calc_solar_local_time(self):
+        """Test calc_solar_local_time"""
 
         coords.calc_solar_local_time(self.testInst, lon_name="longitude",
                                      slt_name='slt')
-        target = [17.666667, 18.200278, 18.927222,
-                  19.034167, 19.334444, 19.659389]
+        target = np.array([17.666667, 18.200278, 18.927222,
+                           19.034167, 19.334444, 19.659389])
 
         assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 

From 1ec067c8e194c3ce7e3c9db1989e1b69a6023bef Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Thu, 21 Feb 2019 13:21:21 -0500
Subject: [PATCH 010/231] loosen tolerance on test_calc_solar_local_time

---
 pysat/tests/test_utils_coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index eff67fe..771550b 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -86,7 +86,7 @@ def test_calc_solar_local_time(self):
         target = np.array([17.666667, 18.200278, 18.927222,
                            19.034167, 19.334444, 19.659389])
 
-        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-5
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):

From d27d4a70eeb0fdfbad8858038cd92bb8a0ae0833 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Thu, 21 Feb 2019 20:25:37 -0500
Subject: [PATCH 011/231] updated targets

---
 pysat/tests/test_utils_coords.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 771550b..2704949 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -83,10 +83,10 @@ def test_calc_solar_local_time(self):
 
         coords.calc_solar_local_time(self.testInst, lon_name="longitude",
                                      slt_name='slt')
-        target = np.array([17.666667, 18.200278, 18.927222,
-                           19.034167, 19.334444, 19.659389])
+        target = np.array([17.66666667, 18.20027778, 18.92722222,
+                           19.03416667, 19.33444444, 19.65938889])
 
-        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-5
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):

From a6f27eafdf38c371712267bd64eb229a0a93b78e Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 02:10:56 -0500
Subject: [PATCH 012/231] test

---
 pysat/tests/test_utils_coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 2704949..78668f4 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -86,7 +86,7 @@ def test_calc_solar_local_time(self):
         target = np.array([17.66666667, 18.20027778, 18.92722222,
                            19.03416667, 19.33444444, 19.65938889])
 
-        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):

From 62ddd17c0c1894dd1f1c3dd939c115a4659ba69f Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 08:32:53 -0500
Subject: [PATCH 013/231] opposite test

---
 pysat/tests/test_utils_coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 78668f4..2d7d739 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -86,7 +86,7 @@ def test_calc_solar_local_time(self):
         target = np.array([17.66666667, 18.20027778, 18.92722222,
                            19.03416667, 19.33444444, 19.65938889])
 
-        assert (abs(self.testInst['slt'] - target)).max() < 1.0
+        assert (abs(self.testInst['slt'] - target)).max() > 1.0
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):

From 76a68d8a689b992ff666ec640978a86e7304df25 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 09:40:24 -0500
Subject: [PATCH 014/231] review round 1

---
 pysat/tests/test_utils_coords.py | 1 -
 pysat/utils/coords.py            | 3 +++
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 2d7d739..7d8381c 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -3,7 +3,6 @@
 """
 import numpy as np
 import pandas as pds
-import nose.tools
 from nose.tools import assert_raises, raises
 import pysat
 from pysat.utils import coords, time
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 59106c0..7b946e4 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -59,6 +59,7 @@ def update_longitude(inst, lon_name=None, high=180.0, low=-180.0):
     updates instrument data in column 'lon_name'
 
     """
+
     from pysat.utils.coords import adjust_cyclic_data
 
     if lon_name not in inst.data.keys():
@@ -92,6 +93,7 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
     updates instrument data in column specified by slt_name
 
     """
+
     import datetime as dt
 
     if lon_name not in inst.data.keys():
@@ -311,6 +313,7 @@ def geodetic_to_geocentric_horizontal(lat_in, lon_in, az_in, el_in,
     Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
 
     """
+    
     az = np.radians(az_in)
     el = np.radians(el_in)
 

From 086a2007f48fd2b6ae31333d6c2af0794a182d5b Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 10:38:50 -0500
Subject: [PATCH 015/231] setitem fix

---
 pysat/tests/test_utils_coords.py |  2 +-
 pysat/utils/coords.py            | 20 ++++++++++----------
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 7d8381c..cc427e0 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -85,7 +85,7 @@ def test_calc_solar_local_time(self):
         target = np.array([17.66666667, 18.20027778, 18.92722222,
                            19.03416667, 19.33444444, 19.65938889])
 
-        assert (abs(self.testInst['slt'] - target)).max() > 1.0
+        assert (abs(self.testInst['slt'][0] - target[0])).max() < 1.0e-6
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 7b946e4..6ff01c4 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -124,15 +124,15 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
         inst.data = data
 
     # Add units to the metadata
-    inst.meta.__setitem__(slt_name, {inst.meta.units_label: 'h',
-                                     inst.meta.name_label: "Solar Local Time",
-                                     inst.meta.desc_label: "Solar local time",
-                                     inst.meta.plot_label: "SLT",
-                                     inst.meta.axis_label: "SLT",
-                                     inst.meta.scale_label: "linear",
-                                     inst.meta.min_label: 0.0,
-                                     inst.meta.max_label: 24.0,
-                                     inst.meta.fill_label: np.nan})
+    inst.meta[slt_name] = {inst.meta.units_label: 'h',
+                           inst.meta.name_label: "Solar Local Time",
+                           inst.meta.desc_label: "Solar local time",
+                           inst.meta.plot_label: "SLT",
+                           inst.meta.axis_label: "SLT",
+                           inst.meta.scale_label: "linear",
+                           inst.meta.min_label: 0.0,
+                           inst.meta.max_label: 24.0,
+                           inst.meta.fill_label: np.nan})
 
     return
 
@@ -313,7 +313,7 @@ def geodetic_to_geocentric_horizontal(lat_in, lon_in, az_in, el_in,
     Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
 
     """
-    
+
     az = np.radians(az_in)
     el = np.radians(el_in)
 

From 0e33e06c69407906913427bde042d276ca3a2b2e Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 10:51:27 -0500
Subject: [PATCH 016/231] test

---
 pysat/tests/test_utils_coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index cc427e0..929dc42 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -85,7 +85,7 @@ def test_calc_solar_local_time(self):
         target = np.array([17.66666667, 18.20027778, 18.92722222,
                            19.03416667, 19.33444444, 19.65938889])
 
-        assert (abs(self.testInst['slt'][0] - target[0])).max() < 1.0e-6
+        assert (abs(self.testInst['slt'][-1] - target[-1])).max() < 1.0e-6
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):

From dadd14a6212e07c5dab768c74f2b64792c58491f Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 10:58:35 -0500
Subject: [PATCH 017/231] typo

---
 pysat/utils/coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 6ff01c4..f127498 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -132,7 +132,7 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
                            inst.meta.scale_label: "linear",
                            inst.meta.min_label: 0.0,
                            inst.meta.max_label: 24.0,
-                           inst.meta.fill_label: np.nan})
+                           inst.meta.fill_label: np.nan}
 
     return
 

From 5bf8a8b1c755c9716f6361a97832a19d4490da65 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 12:37:00 -0500
Subject: [PATCH 018/231] switch to mod

---
 pysat/utils/coords.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index f127498..dc60720 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -112,8 +112,9 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
     slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
 
     # Ensure that solar local time falls between 0 and 24 hours
-    slt[slt >= 24.0] -= 24.0
-    slt[slt < 0.0] += 24.0
+    # slt[slt >= 24.0] -= 24.0
+    # slt[slt < 0.0] += 24.0
+    slt = np.mod(slt, 24.0)
 
     # Add the solar local time to the instrument
     if inst.pandas_format:

From 862af2f59c787ff38e7ec8bf3058df09b0bf36ca Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 12:45:50 -0500
Subject: [PATCH 019/231] restore travis tests

---
 pysat/tests/test_utils_coords.py | 20 +++++++++++---------
 pysat/utils/coords.py            |  2 --
 2 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 929dc42..3b61f5f 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -77,15 +77,17 @@ def test_bad_lon_name_update_longitude(self):
     #########################
     # calc_solar_local_time
 
-    def test_calc_solar_local_time(self):
-        """Test calc_solar_local_time"""
-
-        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
-                                     slt_name='slt')
-        target = np.array([17.66666667, 18.20027778, 18.92722222,
-                           19.03416667, 19.33444444, 19.65938889])
-
-        assert (abs(self.testInst['slt'][-1] - target[-1])).max() < 1.0e-6
+    # NOTE: TURNING OFF THIS TEST FOR NOW WHILE WE DEBUG TRAVIS IMPLEMENTATION
+
+    # def test_calc_solar_local_time(self):
+    #     """Test calc_solar_local_time"""
+    #
+    #     coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+    #                                  slt_name='slt')
+    #     target = np.array([17.66666667, 18.20027778, 18.92722222,
+    #                        19.03416667, 19.33444444, 19.65938889])
+    #
+    #     assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index dc60720..0b33e00 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -112,8 +112,6 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
     slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
 
     # Ensure that solar local time falls between 0 and 24 hours
-    # slt[slt >= 24.0] -= 24.0
-    # slt[slt < 0.0] += 24.0
     slt = np.mod(slt, 24.0)
 
     # Add the solar local time to the instrument

From 44f068c07891f944fee54920f3c53ccdd0129c4a Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 14:51:44 -0500
Subject: [PATCH 020/231] added unit test

---
 pysat/tests/test_utils_coords.py | 21 ++++++++++++++++++++-
 1 file changed, 20 insertions(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 3b61f5f..510cd20 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -444,7 +444,7 @@ def test_global_to_local_cartesian_inverse(self):
     ########################################
     # Local Horizontal / Global conversions
 
-    def test_local_horizontal_to_global_geo(self):
+    def test_local_horizontal_to_global_geo_geodetic(self):
         """Tests the conversion of the local horizontal to global geo"""
 
         az = 30.0
@@ -461,3 +461,22 @@ def test_local_horizontal_to_global_geo(self):
         assert abs(lat - 50.419037572472625) < 1.0e-6
         assert abs(lon + 7.694008395350697) < 1.0e-6
         assert abs(rad - 7172.15486518744) < 1.0e-6
+
+    def test_local_horizontal_to_global_geo(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        az = 30.0
+        el = 45.0
+        dist = 1000.0
+        lat0 = 45.0
+        lon0 = 0.0
+        alt0 = 400.0
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(az, el, dist,
+                                                  lat0, lon0, alt0,
+                                                  geodetic=False)
+
+        assert abs(lat - 50.414315865044202) < 1.0e-6
+        assert abs(lon + 7.6855551809119502) < 1.0e-6
+        assert abs(rad - 7185.6983665760772) < 1.0e-6

From c4bbba7a8b3d9e4da5064d5f123489617993241a Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 15:00:56 -0500
Subject: [PATCH 021/231] add unit testing

---
 pysat/tests/test_utils_coords.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 510cd20..a2bff74 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -89,6 +89,18 @@ def test_bad_lon_name_update_longitude(self):
     #
     #     assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 
+    def test_calc_solar_local_time_w_update_longitude(self):
+        """Test calc_solar_local_time with update_longitude"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt')
+        coords.update_longitude(self.testInst, lon_name="longitude")
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt2')
+
+        assert (abs(self.testInst['slt']
+                    - self.testInst['slt2'])).max() < 1.0e-6
+
     @raises(ValueError)
     def test_bad_lon_name_calc_solar_local_time(self):
         """Test calc_solar_local_time with a bad longitude name"""

From 9573c5fc1c47b4d92ef6631ea0d29a34314883f6 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 22 Feb 2019 15:21:09 -0500
Subject: [PATCH 022/231] fix for #171

---
 pysat/tests/test_utils_coords.py | 20 +++++++++-----------
 pysat/utils/coords.py            |  9 ++++-----
 2 files changed, 13 insertions(+), 16 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index a2bff74..4c5a4f0 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -77,17 +77,15 @@ def test_bad_lon_name_update_longitude(self):
     #########################
     # calc_solar_local_time
 
-    # NOTE: TURNING OFF THIS TEST FOR NOW WHILE WE DEBUG TRAVIS IMPLEMENTATION
-
-    # def test_calc_solar_local_time(self):
-    #     """Test calc_solar_local_time"""
-    #
-    #     coords.calc_solar_local_time(self.testInst, lon_name="longitude",
-    #                                  slt_name='slt')
-    #     target = np.array([17.66666667, 18.20027778, 18.92722222,
-    #                        19.03416667, 19.33444444, 19.65938889])
-    #
-    #     assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
+    def test_calc_solar_local_time(self):
+        """Test calc_solar_local_time"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt')
+        target = np.array([22.66666667, 23.20027778, 23.92722222,
+                           0.03416667, 0.33444444, 0.65938889])
+
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
 
     def test_calc_solar_local_time_w_update_longitude(self):
         """Test calc_solar_local_time with update_longitude"""
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 0b33e00..8e60fad 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -100,16 +100,15 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
         raise ValueError('uknown longitude variable name')
 
     # Convert from numpy epoch nanoseconds to UT seconds of day
-    utsec = list()
+    ut_hr = list()
     for nptime in inst.index.values.astype(int):
         # Numpy times come out in nanoseconds and timestamp converts
         # from seconds
-        dtime = dt.datetime.fromtimestamp(nptime * 1.0e-9)
-        utsec.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
+        dtime = dt.datetime.utcfromtimestamp(nptime * 1.0e-9)
+        ut_hr.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
                       dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
-
     # Calculate solar local time
-    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(utsec)])
+    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(ut_hr)])
 
     # Ensure that solar local time falls between 0 and 24 hours
     slt = np.mod(slt, 24.0)

From 173fa321ec1f29be0d5eee127f0b6d29941e1046 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 1 Mar 2019 17:21:45 -0500
Subject: [PATCH 023/231] Merge branch 'develop' into documentation

---
 pysat/tests/test_utils_coords.py | 492 +++++++++++++++++++++++++++
 pysat/utils/coords.py            | 553 +++++++++++++++++++++++++++++++
 2 files changed, 1045 insertions(+)
 create mode 100644 pysat/tests/test_utils_coords.py
 create mode 100644 pysat/utils/coords.py

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
new file mode 100644
index 0000000..4c5a4f0
--- /dev/null
+++ b/pysat/tests/test_utils_coords.py
@@ -0,0 +1,492 @@
+"""
+tests the pysat coords area
+"""
+import numpy as np
+import pandas as pds
+from nose.tools import assert_raises, raises
+import pysat
+from pysat.utils import coords, time
+
+
+class TestBasics():
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        self.test_angles = np.array([340.0, 348.0, 358.9, 0.5, 5.0, 9.87])
+
+        self.testInst = pysat.Instrument(platform='pysat',
+                                         name='testing',
+                                         clean_level='clean')
+        # Add longitude to the test instrument
+        ones = np.ones(shape=len(self.test_angles))
+        tind = time.create_datetime_index(year=ones*2001,
+                                          month=ones,
+                                          uts=np.arange(0.0, len(ones), 1.0))
+
+        self.testInst.data = \
+            pds.DataFrame(np.array([tind, self.test_angles]).transpose(),
+                          index=tind, columns=["time", "longitude"])
+
+        self.deg_units = ["deg", "degree", "degrees", "rad", "radian",
+                          "radians", "h", "hr", "hrs", "hours"]
+        self.dist_units = ["m", "km", "cm"]
+        self.vel_units = ["m/s", "cm/s", "km/s"]
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.test_angles, self.testInst
+        del self.deg_units, self.dist_units, self.vel_units
+
+    #####################################
+    # Cyclic data conversions
+
+    def test_adjust_cyclic_data_default(self):
+        """ Test adjust_cyclic_data with default range """
+
+        test_in = np.radians(self.test_angles) - np.pi
+        test_angles = coords.adjust_cyclic_data(test_in)
+
+        assert test_angles.max() < 2.0 * np.pi
+        assert test_angles.min() >= 0.0
+
+    def test_adjust_cyclic_data_custom(self):
+        """ Test adjust_cyclic_data with a custom range """
+
+        test_angles = coords.adjust_cyclic_data(self.test_angles,
+                                                high=180.0, low=-180.0)
+
+        assert test_angles.max() < 180.0
+        assert test_angles.min() >= -180.0
+
+    #####################################
+    # Update Longitude
+
+    def test_update_longitude(self):
+        """Test update_longitude """
+
+        coords.update_longitude(self.testInst, lon_name="longitude")
+
+        assert np.all(self.testInst.data['longitude'] < 180.0)
+        assert np.all(self.testInst.data['longitude'] >= -180.0)
+
+    @raises(ValueError)
+    def test_bad_lon_name_update_longitude(self):
+        """Test update_longitude with a bad longitude name"""
+
+        coords.update_longitude(self.testInst, lon_name="not longitude")
+
+    #########################
+    # calc_solar_local_time
+
+    def test_calc_solar_local_time(self):
+        """Test calc_solar_local_time"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt')
+        target = np.array([22.66666667, 23.20027778, 23.92722222,
+                           0.03416667, 0.33444444, 0.65938889])
+
+        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
+
+    def test_calc_solar_local_time_w_update_longitude(self):
+        """Test calc_solar_local_time with update_longitude"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt')
+        coords.update_longitude(self.testInst, lon_name="longitude")
+        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
+                                     slt_name='slt2')
+
+        assert (abs(self.testInst['slt']
+                    - self.testInst['slt2'])).max() < 1.0e-6
+
+    @raises(ValueError)
+    def test_bad_lon_name_calc_solar_local_time(self):
+        """Test calc_solar_local_time with a bad longitude name"""
+
+        coords.calc_solar_local_time(self.testInst, lon_name="not longitude",
+                                     slt_name='slt')
+
+    #####################################
+    # Scale units
+
+    def test_scale_units_same(self):
+        """ Test scale_units when both units are the same """
+
+        scale = coords.scale_units("happy", "happy")
+
+        assert scale == 1.0
+
+    def test_scale_units_angles(self):
+        """Test scale_units for angles """
+
+        for out_unit in self.deg_units:
+            scale = coords.scale_units(out_unit, "deg")
+
+            if out_unit.find("deg") == 0:
+                assert scale == 1.0
+            elif out_unit.find("rad") == 0:
+                assert scale == np.pi / 180.0
+            else:
+                assert scale == 1.0 / 15.0
+
+    def test_scale_units_dist(self):
+        """Test scale_units for distances """
+
+        for out_unit in self.dist_units:
+            scale = coords.scale_units(out_unit, "m")
+
+            if out_unit == "m":
+                assert scale == 1.0
+            elif out_unit.find("km") == 0:
+                assert scale == 0.001
+            else:
+                assert scale == 100.0
+
+    def test_scale_units_vel(self):
+        """Test scale_units for velocities """
+
+        for out_unit in self.vel_units:
+            scale = coords.scale_units(out_unit, "m/s")
+
+            if out_unit == "m/s":
+                assert scale == 1.0
+            elif out_unit.find("km/s") == 0:
+                assert scale == 0.001
+            else:
+                assert scale == 100.0
+
+    def test_scale_units_bad(self):
+        """Test scale_units for mismatched input"""
+
+        assert_raises(ValueError, coords.scale_units, "happy", "m")
+        assert_raises(ValueError, coords.scale_units, "m", "happy")
+        assert_raises(ValueError, coords.scale_units, "m", "m/s")
+        assert_raises(ValueError, coords.scale_units, "m", "deg")
+        assert_raises(ValueError, coords.scale_units, "h", "km/s")
+
+    #####################################
+    # Geodetic / Geocentric conversions
+
+    def test_geodetic_to_geocentric_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
+
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0)
+
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
+
+    def test_geocentric_to_geodetic_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
+
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0,
+                                                      inverse=True)
+
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
+
+    def test_geodetic_to_geocentric_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
+
+    def test_geocentric_to_geodetic_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr,
+                                                      inverse=True)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
+
+    def test_geodetic_to_geocentric_inverse(self):
+        """Tests the reversibility of geodetic to geocentric conversions"""
+
+        lat1 = 37.5
+        lon1 = 117.3
+        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
+                                                          inverse=False)
+        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
+                                                          inverse=True)
+        assert abs(lon1-lon3) < 1.0e-6
+        assert abs(lat1-lat3) < 1.0e-6
+
+    ###############################################
+    # Geodetic / Geocentric Horizontal conversions
+
+    def test_geodetic_to_geocentric_horz_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0)
+
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
+        assert abs(az - 51.70376774257361) < 1.0e-6
+        assert abs(el - 62.8811403841008) < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0,
+                                                     inverse=True)
+
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
+        assert abs(az - 52.29896101551479) < 1.0e-6
+        assert abs(el - 63.118072033649916) < 1.0e-6
+
+    def test_geodetic_to_geocentric_horz_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                     52.0*arr, 63.0*arr)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
+        assert abs(az - 51.70376774257361).max() < 1.0e-6
+        assert abs(el - 62.8811403841008).max() < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                     52.0*arr, 63.0*arr,
+                                                     inverse=True)
+
+        assert lat.shape == arr.shape
+        assert lon.shape == arr.shape
+        assert rad.shape == arr.shape
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
+        assert abs(az - 52.29896101551479).max() < 1.0e-6
+        assert abs(el - 63.118072033649916).max() < 1.0e-6
+
+    def test_geodetic_to_geocentric_horizontal_inverse(self):
+        """Tests the reversibility of geodetic to geocentric horiz conversions
+
+        Note:  inverse of az and el angles currently non-functional"""
+
+        lat1 = -17.5
+        lon1 = 187.3
+        az1 = 52.0
+        el1 = 63.0
+        lat2, lon2, rad_e, az2, el2 = \
+            coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
+                                                     inverse=False)
+        lat3, lon3, rad_e, az3, el3 = \
+            coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
+                                                     inverse=True)
+
+        assert abs(lon1-lon3) < 1.0e-6
+        assert abs(lat1-lat3) < 1.0e-6
+        assert abs(az1-az3) < 1.0e-6
+        assert abs(el1-el3) < 1.0e-6
+
+    ####################################
+    # Spherical / Cartesian conversions
+
+    def test_spherical_to_cartesian_single(self):
+        """Test conversion from spherical to cartesian coordinates"""
+
+        x, y, z = coords.spherical_to_cartesian(45.0, 30.0, 1.0)
+
+        assert abs(x - y) < 1.0e-6
+        assert abs(z - 0.5) < 1.0e-6
+
+    def test_cartesian_to_spherical_single(self):
+        """Test conversion from cartesian to spherical coordinates"""
+
+        x = 0.6123724356957946
+        az, el, r = coords.spherical_to_cartesian(x, x, 0.5,
+                                                  inverse=True)
+
+        assert abs(az - 45.0) < 1.0e-6
+        assert abs(el - 30.0) < 1.0e-6
+        assert abs(r - 1.0) < 1.0e-6
+
+    def test_spherical_to_cartesian_mult(self):
+        """Test array conversion from spherical to cartesian coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.spherical_to_cartesian(45.0*arr, 30.0*arr, arr)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x - y).max() < 1.0e-6
+        assert abs(z - 0.5).max() < 1.0e-6
+
+    def test_cartesian_to_spherical_mult(self):
+        """Test array conversion from cartesian to spherical coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x = 0.6123724356957946
+        az, el, r = coords.spherical_to_cartesian(x*arr, x*arr, 0.5*arr,
+                                                  inverse=True)
+
+        assert az.shape == arr.shape
+        assert el.shape == arr.shape
+        assert r.shape == arr.shape
+        assert abs(az - 45.0).max() < 1.0e-6
+        assert abs(el - 30.0).max() < 1.0e-6
+        assert abs(r - 1.0).max() < 1.0e-6
+
+    def test_spherical_to_cartesian_inverse(self):
+        """Tests the reversibility of spherical to cartesian conversions"""
+
+        x1 = 3000.0
+        y1 = 2000.0
+        z1 = 2500.0
+        az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
+                                                  inverse=True)
+        x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
+                                                   inverse=False)
+
+        assert abs(x1-x2) < 1.0e-6
+        assert abs(y1-y2) < 1.0e-6
+        assert abs(z1-z2) < 1.0e-6
+
+    ########################################
+    # Global / Local Cartesian conversions
+
+    def test_global_to_local_cartesian_single(self):
+        """Test conversion from global to local cartesian coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                                   37.5, 289.0, 6380.0)
+
+        assert abs(x + 9223.175264852474) < 1.0e-6
+        assert abs(y + 2239.835278362686) < 1.0e-6
+        assert abs(z - 11323.126851088331) < 1.0e-6
+
+    def test_local_cartesian_to_global_single(self):
+        """Test conversion from local cartesian to global coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                                   37.5, 289.0, 6380.0,
+                                                   inverse=True)
+
+        assert abs(x + 5709.804676635975) < 1.0e-6
+        assert abs(y + 4918.397556010223) < 1.0e-6
+        assert abs(z - 15709.577500484005) < 1.0e-6
+
+    def test_global_to_local_cartesian_mult(self):
+        """Test array conversion from global to local cartesian coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                                   9000.0*arr, 37.5*arr,
+                                                   289.0*arr, 6380.0*arr)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x + 9223.175264852474).max() < 1.0e-6
+        assert abs(y + 2239.835278362686).max() < 1.0e-6
+        assert abs(z - 11323.126851088331).max() < 1.0e-6
+
+    def test_local_cartesian_to_global_mult(self):
+        """Test array conversion from local cartesian to global coordinates"""
+
+        arr = np.ones(shape=(10,), dtype=float)
+        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                                   9000.0*arr, 37.5*arr,
+                                                   289.0*arr, 6380.0*arr,
+                                                   inverse=True)
+
+        assert x.shape == arr.shape
+        assert y.shape == arr.shape
+        assert z.shape == arr.shape
+        assert abs(x + 5709.804676635975).max() < 1.0e-6
+        assert abs(y + 4918.397556010223).max() < 1.0e-6
+        assert abs(z - 15709.577500484005).max() < 1.0e-6
+
+    def test_global_to_local_cartesian_inverse(self):
+        """Tests the reversibility of the global to loc cartesian transform"""
+
+        x1 = 7000.0
+        y1 = 8000.0
+        z1 = 9500.0
+        lat = 37.5
+        lon = 289.0
+        rad = 6380.0
+        x2, y2, z2 = coords.global_to_local_cartesian(x1, y1, z1,
+                                                      lat, lon, rad,
+                                                      inverse=False)
+        x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
+                                                      lat, lon, rad,
+                                                      inverse=True)
+        assert abs(x1-x3) < 1.0e-6
+        assert abs(y1-y3) < 1.0e-6
+        assert abs(z1-z3) < 1.0e-6
+
+    ########################################
+    # Local Horizontal / Global conversions
+
+    def test_local_horizontal_to_global_geo_geodetic(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        az = 30.0
+        el = 45.0
+        dist = 1000.0
+        lat0 = 45.0
+        lon0 = 0.0
+        alt0 = 400.0
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(az, el, dist,
+                                                  lat0, lon0, alt0)
+
+        assert abs(lat - 50.419037572472625) < 1.0e-6
+        assert abs(lon + 7.694008395350697) < 1.0e-6
+        assert abs(rad - 7172.15486518744) < 1.0e-6
+
+    def test_local_horizontal_to_global_geo(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        az = 30.0
+        el = 45.0
+        dist = 1000.0
+        lat0 = 45.0
+        lon0 = 0.0
+        alt0 = 400.0
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(az, el, dist,
+                                                  lat0, lon0, alt0,
+                                                  geodetic=False)
+
+        assert abs(lat - 50.414315865044202) < 1.0e-6
+        assert abs(lon + 7.6855551809119502) < 1.0e-6
+        assert abs(rad - 7185.6983665760772) < 1.0e-6
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
new file mode 100644
index 0000000..8e60fad
--- /dev/null
+++ b/pysat/utils/coords.py
@@ -0,0 +1,553 @@
+"""
+pysat.coords - coordinate transformations for pysat
+=========================================
+
+pysat.coords contains a number of coordinate-transformation
+functions used throughout the pysat package.
+"""
+
+import numpy as np
+import pandas as pds
+
+
+def adjust_cyclic_data(samples, high=2.0*np.pi, low=0.0):
+    """Adjust cyclic values such as longitude to a different scale
+
+    Parameters
+    -----------
+    samples : array_like
+        Input array
+    high: float or int
+        Upper boundary for circular standard deviation range (default=2 pi)
+    low : float or int
+        Lower boundary for circular standard deviation range (default=0)
+    axis : int or NoneType
+        Axis along which standard deviations are computed.  The default is to
+        compute the standard deviation of the flattened array
+
+    Returns
+    --------
+    out_samples : float
+        Circular standard deviation
+
+    """
+
+    out_samples = np.asarray(samples)
+    sample_range = high - low
+    out_samples[out_samples >= high] -= sample_range
+    out_samples[out_samples < low] += sample_range
+
+    return out_samples
+
+
+def update_longitude(inst, lon_name=None, high=180.0, low=-180.0):
+    """ Update longitude to the desired range
+
+    Parameters
+    ------------
+    inst : pysat.Instrument instance
+        instrument object to be updated
+    lon_name : string
+        name of the longtiude data
+    high : float
+        Highest allowed longitude value (default=180.0)
+    low : float
+        Lowest allowed longitude value (default=-180.0)
+
+    Returns
+    ---------
+    updates instrument data in column 'lon_name'
+
+    """
+
+    from pysat.utils.coords import adjust_cyclic_data
+
+    if lon_name not in inst.data.keys():
+        raise ValueError('uknown longitude variable name')
+
+    new_lon = adjust_cyclic_data(inst[lon_name], high=high, low=low)
+
+    # Update based on data type
+    if inst.pandas_format:
+        inst[lon_name] = new_lon
+    else:
+        inst[lon_name].data = new_lon
+
+    return
+
+
+def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
+    """ Append solar local time to an instrument object
+
+    Parameters
+    ------------
+    inst : pysat.Instrument instance
+        instrument object to be updated
+    lon_name : string
+        name of the longtiude data key (assumes data are in degrees)
+    slt_name : string
+        name of the output solar local time data key (default='slt')
+
+    Returns
+    ---------
+    updates instrument data in column specified by slt_name
+
+    """
+
+    import datetime as dt
+
+    if lon_name not in inst.data.keys():
+        raise ValueError('uknown longitude variable name')
+
+    # Convert from numpy epoch nanoseconds to UT seconds of day
+    ut_hr = list()
+    for nptime in inst.index.values.astype(int):
+        # Numpy times come out in nanoseconds and timestamp converts
+        # from seconds
+        dtime = dt.datetime.utcfromtimestamp(nptime * 1.0e-9)
+        ut_hr.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
+                      dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
+    # Calculate solar local time
+    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(ut_hr)])
+
+    # Ensure that solar local time falls between 0 and 24 hours
+    slt = np.mod(slt, 24.0)
+
+    # Add the solar local time to the instrument
+    if inst.pandas_format:
+        inst[slt_name] = pds.Series(slt, index=inst.data.index)
+    else:
+        data = inst.data.assign(pysat_slt=(inst.data.coords.keys(), slt))
+        data.rename({"pysat_slt": slt_name}, inplace=True)
+        inst.data = data
+
+    # Add units to the metadata
+    inst.meta[slt_name] = {inst.meta.units_label: 'h',
+                           inst.meta.name_label: "Solar Local Time",
+                           inst.meta.desc_label: "Solar local time",
+                           inst.meta.plot_label: "SLT",
+                           inst.meta.axis_label: "SLT",
+                           inst.meta.scale_label: "linear",
+                           inst.meta.min_label: 0.0,
+                           inst.meta.max_label: 24.0,
+                           inst.meta.fill_label: np.nan}
+
+    return
+
+
+def scale_units(out_unit, in_unit):
+    """ Determine the scaling factor between two units
+
+    Parameters
+    -------------
+    out_unit : str
+        Desired unit after scaling
+    in_unit : str
+        Unit to be scaled
+
+    Returns
+    -----------
+    unit_scale : float
+        Scaling factor that will convert from in_units to out_units
+
+    Notes
+    -------
+    Accepted units include degrees ('deg', 'degree', 'degrees'),
+    radians ('rad', 'radian', 'radians'),
+    hours ('h', 'hr', 'hrs', 'hour', 'hours'), and lengths ('m', 'km', 'cm').
+    Can convert between degrees, radians, and hours or different lengths.
+
+    Example
+    -----------
+    ::
+    import numpy as np
+    two_pi = 2.0 * np.pi
+    scale = scale_units("deg", "RAD")
+    two_pi *= scale
+    two_pi # will show 360.0
+
+
+    """
+
+    if out_unit == in_unit:
+        return 1.0
+
+    accepted_units = {'deg': ['deg', 'degree', 'degrees'],
+                      'rad': ['rad', 'radian', 'radians'],
+                      'h': ['h', 'hr', 'hrs', 'hours'],
+                      'm': ['m', 'km', 'cm'],
+                      'm/s': ['m/s', 'cm/s', 'km/s']}
+
+    scales = {'deg': 180.0, 'rad': np.pi, 'h': 12.0,
+              'm': 1.0, 'km': 0.001, 'cm': 100.0,
+              'm/s': 1.0, 'cm/s': 100.0, 'km/s': 0.001}
+
+    # Test input and determine transformation type
+    out_key = None
+    in_key = None
+    for kk in accepted_units.keys():
+        if out_unit.lower() in accepted_units[kk]:
+            out_key = kk
+        if in_unit.lower() in accepted_units[kk]:
+            in_key = kk
+
+    if out_key is None:
+        raise ValueError('Unknown output unit {:}'.format(out_unit))
+
+    if in_key is None:
+        raise ValueError('Unknown input unit {:}'.format(in_unit))
+
+    if out_key == 'm' or out_key == 'm/s' or in_key == 'm' or in_key == 'm/s':
+        if in_key != out_key:
+            raise ValueError('Cannot scale {:s} and {:s}'.format(out_unit,
+                                                                 in_unit))
+        # Recast units as keys for the scales dictionary
+        out_key = out_unit
+        in_key = in_unit
+
+    unit_scale = scales[out_key.lower()] / scales[in_key.lower()]
+
+    return unit_scale
+
+
+def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
+    """Converts position from geodetic to geocentric or vice-versa.
+
+    Parameters
+    ----------
+    lat_in : float
+        latitude in degrees.
+    lon_in : float or NoneType
+        longitude in degrees.  Remains unchanged, so does not need to be
+        included. (default=None)
+    inverse : bool
+        False for geodetic to geocentric, True for geocentric to geodetic.
+        (default=False)
+
+    Returns
+    -------
+    lat_out : float
+        latitude [degree] (geocentric/detic if inverse=False/True)
+    lon_out : float or NoneType
+        longitude [degree] (geocentric/detic if inverse=False/True)
+    rad_earth : float
+        Earth radius [km] (geocentric/detic if inverse=False/True)
+
+    Notes
+    -----
+    Uses WGS-84 values
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+    rad_eq = 6378.1370  # WGS-84 semi-major axis
+    flat = 1.0 / 298.257223563  # WGS-84 flattening
+    rad_pol = rad_eq * (1.0 - flat)  # WGS-84 semi-minor axis
+
+    # The ratio between the semi-major and minor axis is used several times
+    rad_ratio_sq = (rad_eq / rad_pol)**2
+
+    # Calculate the square of the second eccentricity (e')
+    eprime_sq = rad_ratio_sq - 1.0
+
+    # Calculate the tangent of the input latitude
+    tan_in = np.tan(np.radians(lat_in))
+
+    # If converting from geodetic to geocentric, take the inverse of the
+    # radius ratio
+    if not inverse:
+        rad_ratio_sq = 1.0 / rad_ratio_sq
+
+    # Calculate the output latitude
+    lat_out = np.degrees(np.arctan(rad_ratio_sq * tan_in))
+
+    # Calculate the Earth radius at this latitude
+    rad_earth = rad_eq / np.sqrt(1.0 + eprime_sq *
+                                 np.sin(np.radians(lat_out))**2)
+
+    # longitude remains unchanged
+    lon_out = lon_in
+
+    return lat_out, lon_out, rad_earth
+
+
+def geodetic_to_geocentric_horizontal(lat_in, lon_in, az_in, el_in,
+                                      inverse=False):
+    """Converts from local horizontal coordinates in a geodetic system to local
+    horizontal coordinates in a geocentric system
+
+    Parameters
+    ----------
+    lat_in : float
+        latitude in degrees of the local horizontal coordinate system center
+    lon_in : float
+        longitude in degrees of the local horizontal coordinate system center
+    az_in : float
+        azimuth in degrees within the local horizontal coordinate system
+    el_in : float
+        elevation in degrees within the local horizontal coordinate system
+    inverse : bool
+        False for geodetic to geocentric, True for inverse (default=False)
+
+    Returns
+    -------
+    lat_out : float
+        latitude in degrees of the converted horizontal coordinate system
+        center
+    lon_out : float
+        longitude in degrees of the converted horizontal coordinate system
+        center
+    rad_earth : float
+        Earth radius in km at the geocentric/detic (False/True) location
+    az_out : float
+        azimuth in degrees of the converted horizontal coordinate system
+    el_out : float
+        elevation in degrees of the converted horizontal coordinate system
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+
+    az = np.radians(az_in)
+    el = np.radians(el_in)
+
+    # Transform the location of the local horizontal coordinate system center
+    lat_out, lon_out, rad_earth = geodetic_to_geocentric(lat_in, lon_in,
+                                                         inverse=inverse)
+
+    # Calcualte the deviation from vertical in radians
+    dev_vert = np.radians(lat_in - lat_out)
+
+    # Calculate cartesian coordinated in local system
+    x_local = np.cos(el) * np.sin(az)
+    y_local = np.cos(el) * np.cos(az)
+    z_local = np.sin(el)
+
+    # Now rotate system about the x axis to align local vertical vector
+    # with Earth radial vector
+    x_out = x_local
+    y_out = y_local * np.cos(dev_vert) + z_local * np.sin(dev_vert)
+    z_out = -y_local * np.sin(dev_vert) + z_local * np.cos(dev_vert)
+
+    # Transform the azimuth and elevation angles
+    az_out = np.degrees(np.arctan2(x_out, y_out))
+    el_out = np.degrees(np.arctan(z_out / np.sqrt(x_out**2 + y_out**2)))
+
+    return lat_out, lon_out, rad_earth, az_out, el_out
+
+
+def spherical_to_cartesian(az_in, el_in, r_in, inverse=False):
+    """Convert a position from spherical to cartesian, or vice-versa
+
+    Parameters
+    ----------
+    az_in : float
+        azimuth/longitude in degrees or cartesian x in km (inverse=False/True)
+    el_in : float
+        elevation/latitude in degrees or cartesian y in km (inverse=False/True)
+    r_in : float
+        distance from origin in km or cartesian z in km (inverse=False/True)
+    inverse : boolian
+        False to go from spherical to cartesian and True for the inverse
+
+    Returns
+    -------
+    x_out : float
+        cartesian x in km or azimuth/longitude in degrees (inverse=False/True)
+    y_out : float
+        cartesian y in km or elevation/latitude in degrees (inverse=False/True)
+    z_out : float
+        cartesian z in km or distance from origin in km (inverse=False/True)
+
+    Notes
+    ------
+    This transform is the same for local or global spherical/cartesian
+    transformations.
+
+    Returns elevation angle (angle from the xy plane) rather than zenith angle
+    (angle from the z-axis)
+
+    """
+
+    if inverse:
+        # Cartesian to Spherical
+        xy_sq = az_in**2 + el_in**2
+        z_out = np.sqrt(xy_sq + r_in**2)  # This is r
+        y_out = np.degrees(np.arctan2(np.sqrt(xy_sq), r_in))  # This is zenith
+        y_out = 90.0 - y_out  # This is the elevation
+        x_out = np.degrees(np.arctan2(el_in, az_in))  # This is azimuth
+    else:
+        # Spherical coordinate system uses zenith angle (degrees from the
+        # z-axis) and not the elevation angle (degrees from the x-y plane)
+        zen_in = np.radians(90.0 - el_in)
+
+        # Spherical to Cartesian
+        x_out = r_in * np.sin(zen_in) * np.cos(np.radians(az_in))
+        y_out = r_in * np.sin(zen_in) * np.sin(np.radians(az_in))
+        z_out = r_in * np.cos(zen_in)
+
+    return x_out, y_out, z_out
+
+
+def global_to_local_cartesian(x_in, y_in, z_in, lat_cent, lon_cent, rad_cent,
+                              inverse=False):
+    """Converts a position from global to local cartesian or vice-versa
+
+    Parameters
+    ----------
+    x_in : float
+        global or local cartesian x in km (inverse=False/True)
+    y_in : float
+        global or local cartesian y in km (inverse=False/True)
+    z_in : float
+        global or local cartesian z in km (inverse=False/True)
+    lat_cent : float
+        geocentric latitude in degrees of local cartesian system origin
+    lon_cent : float
+        geocentric longitude in degrees of local cartesian system origin
+    rad_cent : float
+        distance from center of the Earth in km of local cartesian system
+        origin
+    inverse : bool
+        False to convert from global to local cartesian coodiantes, and True
+        for the inverse (default=False)
+
+    Returns
+    -------
+    x_out : float
+        local or global cartesian x in km (inverse=False/True)
+    y_out : float
+        local or global cartesian y in km (inverse=False/True)
+    z_out : float
+        local or global cartesian z in km (inverse=False/True)
+
+    Notes
+    -------
+    The global cartesian coordinate system has its origin at the center of the
+    Earth, while the local system has its origin specified by the input
+    latitude, longitude, and radius.  The global system has x intersecting
+    the equatorial plane and the prime meridian, z pointing North along the
+    rotational axis, and y completing the right-handed coodinate system.
+    The local system has z pointing up, y pointing North, and x pointing East.
+
+    """
+
+    # Get the global cartesian coordinates of local origin
+    x_cent, y_cent, z_cent = spherical_to_cartesian(lon_cent, lat_cent,
+                                                    rad_cent)
+
+    # Get the amount of rotation needed to align the x-axis with the
+    # Earth's rotational axis
+    ax_rot = np.radians(90.0 - lat_cent)
+
+    # Get the amount of rotation needed to align the global x-axis with the
+    # prime meridian
+    mer_rot = np.radians(lon_cent - 90.0)
+
+    if inverse:
+        # Rotate about the x-axis to align the z-axis with the Earth's
+        # rotational axis
+        xrot = x_in
+        yrot = y_in * np.cos(ax_rot) - z_in * np.sin(ax_rot)
+        zrot = y_in * np.sin(ax_rot) + z_in * np.cos(ax_rot)
+
+        # Rotate about the global z-axis to get the global x-axis aligned
+        # with the prime meridian and translate the local center to the
+        # global origin
+        x_out = xrot * np.cos(mer_rot) - yrot * np.sin(mer_rot) + x_cent
+        y_out = xrot * np.sin(mer_rot) + yrot * np.cos(mer_rot) + y_cent
+        z_out = zrot + z_cent
+    else:
+        # Translate global origin to the local origin
+        xtrans = x_in - x_cent
+        ytrans = y_in - y_cent
+        ztrans = z_in - z_cent
+
+        # Rotate about the global z-axis to get the local x-axis pointing East
+        xrot = xtrans * np.cos(-mer_rot) - ytrans * np.sin(-mer_rot)
+        yrot = xtrans * np.sin(-mer_rot) + ytrans * np.cos(-mer_rot)
+        zrot = ztrans
+
+        # Rotate about the x-axis to get the z-axis pointing up
+        x_out = xrot
+        y_out = yrot * np.cos(-ax_rot) - zrot * np.sin(-ax_rot)
+        z_out = yrot * np.sin(-ax_rot) + zrot * np.cos(-ax_rot)
+
+    return x_out, y_out, z_out
+
+
+def local_horizontal_to_global_geo(az, el, dist, lat_orig, lon_orig, alt_orig,
+                                   geodetic=True):
+    """ Convert from local horizontal coordinates to geodetic or geocentric
+    coordinates
+
+    Parameters
+    ----------
+    az : float
+        Azimuth (angle from North) of point in degrees
+    el : float
+        Elevation (angle from ground) of point in degrees
+    dist : float
+        Distance from origin to point in km
+    lat_orig : float
+        Latitude of origin in degrees
+    lon_orig : float
+        Longitude of origin in degrees
+    alt_orig : float
+        Altitude of origin in km from the surface of the Earth
+    geodetic : bool
+        True if origin coordinates are geodetic, False if they are geocentric.
+        Will return coordinates in the same system as the origin input.
+        (default=True)
+
+    Returns
+    -------
+    lat_pnt : float
+        Latitude of point in degrees
+    lon_pnt : float
+        Longitude of point in degrees
+    rad_pnt : float
+        Distance to the point from the centre of the Earth in km
+
+    References
+    ----------
+    Based on J.M. Ruohoniemi's geopack and R.J. Barnes radar.pro
+
+    """
+
+    # If the data are in geodetic coordiantes, convert to geocentric
+    if geodetic:
+        (glat, glon, rearth, gaz, gel) = \
+            geodetic_to_geocentric_horizontal(lat_orig, lon_orig, az, el,
+                                              inverse=False)
+        grad = rearth + alt_orig
+    else:
+        glat = lat_orig
+        glon = lon_orig
+        grad = alt_orig + 6371.0  # Add the mean earth radius in km
+        gaz = az
+        gel = el
+
+    # Convert from local horizontal to local cartesian coordiantes
+    x_loc, y_loc, z_loc = spherical_to_cartesian(gaz, gel, dist, inverse=False)
+
+    # Convert from local to global cartesian coordiantes
+    x_glob, y_glob, z_glob = global_to_local_cartesian(x_loc, y_loc, z_loc,
+                                                       glat, glon, grad,
+                                                       inverse=True)
+
+    # Convert from global cartesian to geocentric coordinates
+    lon_pnt, lat_pnt, rad_pnt = spherical_to_cartesian(x_glob, y_glob, z_glob,
+                                                       inverse=True)
+
+    # Convert from geocentric to geodetic, if desired
+    if geodetic:
+        lat_pnt, lon_pnt, rearth = geodetic_to_geocentric(lat_pnt, lon_pnt,
+                                                          inverse=True)
+        rad_pnt = rearth + rad_pnt - 6371.0
+
+    return lat_pnt, lon_pnt, rad_pnt

From fad618a7cf4500329b4d6576b762cab6972fcb0f Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 6 Mar 2019 09:46:06 -0500
Subject: [PATCH 024/231] tidy up imports

---
 pysat/tests/test_utils_coords.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 4c5a4f0..2e21faf 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -2,8 +2,10 @@
 tests the pysat coords area
 """
 import numpy as np
-import pandas as pds
+
 from nose.tools import assert_raises, raises
+import pandas as pds
+
 import pysat
 from pysat.utils import coords, time
 

From 706241e8a744950af7f251e13d86c1869fdfc438 Mon Sep 17 00:00:00 2001
From: "Angeline G. Burrell" <angeline.burrell@nrl.navy.mil>
Date: Wed, 17 Jul 2019 11:52:55 -0400
Subject: [PATCH 025/231] Update coords.py

Updated failures to be more informative, allowing more intellegent error catches.
---
 pysat/utils/coords.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 8e60fad..add56c7 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -191,6 +191,10 @@ def scale_units(out_unit, in_unit):
         if in_unit.lower() in accepted_units[kk]:
             in_key = kk
 
+    if out_key is None and in_key is None:
+        raise ValueError(''.join(['Cannot scale {:s} and '.format(in_unit)
+                                  '{:s}, unknown units'.format(out_unit)]))
+
     if out_key is None:
         raise ValueError('Unknown output unit {:}'.format(out_unit))
 

From bf17f580c39c02b80bf7f89dd438bf590e6b3b8b Mon Sep 17 00:00:00 2001
From: "Angeline G. Burrell" <angeline.burrell@nrl.navy.mil>
Date: Wed, 17 Jul 2019 12:42:25 -0400
Subject: [PATCH 026/231] Update coords.py

- Added new unit possibilities for velocity
- Reduced the amount of time spent in initial for-loop
---
 pysat/utils/coords.py | 48 ++++++++++++++++++++++++++++++-------------
 1 file changed, 34 insertions(+), 14 deletions(-)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index add56c7..4f3f4d6 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -176,40 +176,60 @@ def scale_units(out_unit, in_unit):
                       'rad': ['rad', 'radian', 'radians'],
                       'h': ['h', 'hr', 'hrs', 'hours'],
                       'm': ['m', 'km', 'cm'],
-                      'm/s': ['m/s', 'cm/s', 'km/s']}
+                      'm/s': ['m/s', 'cm/s', 'km/s', 'm s$^{-1}$',
+                              'cm s$^{-1}$', 'km s$^{-1}$', 'm s-1', 'cm s-1',
+                              'km s-1']}
+    replace_str = {'/s': [' s$^{-1}$', ' s-1']}
 
     scales = {'deg': 180.0, 'rad': np.pi, 'h': 12.0,
               'm': 1.0, 'km': 0.001, 'cm': 100.0,
               'm/s': 1.0, 'cm/s': 100.0, 'km/s': 0.001}
 
     # Test input and determine transformation type
-    out_key = None
-    in_key = None
+    out_key = out_unit.lower()
+    in_key = in_unit.lower()
     for kk in accepted_units.keys():
-        if out_unit.lower() in accepted_units[kk]:
+        if out_key in accepted_units.keys() and in_key in accepted_units.keys():
+            break
+
+        if(out_key not in accepted_units.keys() and
+           out_unit.lower() in accepted_units[kk]):
             out_key = kk
-        if in_unit.lower() in accepted_units[kk]:
+        if(in_key not in accepted_units.keys() and
+           in_unit.lower() in accepted_units[kk]):
             in_key = kk
 
-    if out_key is None and in_key is None:
-        raise ValueError(''.join(['Cannot scale {:s} and '.format(in_unit)
+    if(out_key not in accepted_units.keys() and
+       in_key not in accepted_units.keys()):
+        raise ValueError(''.join(['Cannot scale {:s} and '.format(in_unit),
                                   '{:s}, unknown units'.format(out_unit)]))
 
-    if out_key is None:
+    if out_key not in accepted_units.keys():
         raise ValueError('Unknown output unit {:}'.format(out_unit))
 
-    if in_key is None:
+    if in_key not in accepted_units.keys():
         raise ValueError('Unknown input unit {:}'.format(in_unit))
 
     if out_key == 'm' or out_key == 'm/s' or in_key == 'm' or in_key == 'm/s':
         if in_key != out_key:
             raise ValueError('Cannot scale {:s} and {:s}'.format(out_unit,
                                                                  in_unit))
-        # Recast units as keys for the scales dictionary
-        out_key = out_unit
-        in_key = in_unit
-
-    unit_scale = scales[out_key.lower()] / scales[in_key.lower()]
+        # Recast units as keys for the scales dictionary and ensure that
+        # the format is consistent
+        rkey = ''
+        for rr in replace_str.keys():
+            if out_key.find(rr):
+                rkey = rr
+
+        out_key = out_unit.lower()
+        in_key = in_unit.lower()
+
+        if rkey in replace_str.keys():
+            for rval in replace_str[rkey]:
+                out_key = out_key.replace(rval, rkey)
+                in_key = in_key.replace(rval, rkey)
+
+    unit_scale = scales[out_key] / scales[in_key]
 
     return unit_scale
 

From 5bfded52cabb3345fb9c7807c07ed8bf66e722e2 Mon Sep 17 00:00:00 2001
From: "Angeline G. Burrell" <angeline.burrell@nrl.navy.mil>
Date: Wed, 17 Jul 2019 12:42:50 -0400
Subject: [PATCH 027/231] Update test_utils_coords.py

- Added tests for new functionality
---
 pysat/tests/test_utils_coords.py | 51 ++++++++++++++++++++++++++++----
 1 file changed, 46 insertions(+), 5 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 2e21faf..3c4c4ed 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -31,7 +31,8 @@ def setup(self):
         self.deg_units = ["deg", "degree", "degrees", "rad", "radian",
                           "radians", "h", "hr", "hrs", "hours"]
         self.dist_units = ["m", "km", "cm"]
-        self.vel_units = ["m/s", "cm/s", "km/s"]
+        self.vel_units = ["m/s", "cm/s", "km/s", 'm s$^{-1}$', 'cm s$^{-1}$',
+                          'km s$^{-1}$', 'm s-1', 'cm s-1', 'km s-1']
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
@@ -150,22 +151,62 @@ def test_scale_units_vel(self):
         for out_unit in self.vel_units:
             scale = coords.scale_units(out_unit, "m/s")
 
-            if out_unit == "m/s":
+            if out_unit.find("m") == 0:
                 assert scale == 1.0
-            elif out_unit.find("km/s") == 0:
+            elif out_unit.find("km") == 0:
                 assert scale == 0.001
             else:
                 assert scale == 100.0
 
-    def test_scale_units_bad(self):
-        """Test scale_units for mismatched input"""
+    def test_scale_units_bad_output(self):
+        """Test scale_units for unknown output unit"""
 
         assert_raises(ValueError, coords.scale_units, "happy", "m")
+        try:
+            coords.scale_units('happy', 'm')
+            verr = None
+        except ValueError as verr:
+            assert str(verr).find('output unit') > 0
+
+    def test_scale_units_bad_input(self):
+        """Test scale_units for unknown input unit"""
+
         assert_raises(ValueError, coords.scale_units, "m", "happy")
+        try:
+            coords.scale_units('m', 'happy')
+            verr = None
+        except ValueError as verr:
+            assert str(verr).find('input unit') > 0
+
+    def test_scale_units_bad_match_pairs(self):
+        """Test scale_units for mismatched input for all pairings"""
+
         assert_raises(ValueError, coords.scale_units, "m", "m/s")
         assert_raises(ValueError, coords.scale_units, "m", "deg")
         assert_raises(ValueError, coords.scale_units, "h", "km/s")
 
+    def test_scale_units_bad_match_message(self):
+        """Test scale_units error message for mismatched input"""
+
+        assert_raises(ValueError, coords.scale_units, "m", "m/s")
+        try:
+            coords.scale_units('m', 'm/s')
+            verr = None
+        except ValueError as verr:
+            assert str(verr).find('Cannot scale') >= 0
+            assert str(verr).find('unknown units') < 0
+
+    def test_scale_units_both_bad(self):
+        """Test scale_units for bad input and output"""
+
+        assert_raises(ValueError, coords.scale_units, "happy", "sad")
+        try:
+            coords.scale_units('happy', 'sad')
+            verr = None
+        except ValueError as verr:
+            assert str(verr).find('unknown units') > 0
+
+
     #####################################
     # Geodetic / Geocentric conversions
 

From 14e449529eabca67e741c44a12f94827950c2831 Mon Sep 17 00:00:00 2001
From: "Angeline G. Burrell" <angeline.burrell@nrl.navy.mil>
Date: Thu, 25 Jul 2019 12:41:50 -0400
Subject: [PATCH 028/231] Update test_utils_coords.py

Updated tests for Jeff
---
 pysat/tests/test_utils_coords.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 3c4c4ed..8720cb6 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -164,7 +164,6 @@ def test_scale_units_bad_output(self):
         assert_raises(ValueError, coords.scale_units, "happy", "m")
         try:
             coords.scale_units('happy', 'm')
-            verr = None
         except ValueError as verr:
             assert str(verr).find('output unit') > 0
 
@@ -174,7 +173,6 @@ def test_scale_units_bad_input(self):
         assert_raises(ValueError, coords.scale_units, "m", "happy")
         try:
             coords.scale_units('m', 'happy')
-            verr = None
         except ValueError as verr:
             assert str(verr).find('input unit') > 0
 
@@ -191,7 +189,6 @@ def test_scale_units_bad_match_message(self):
         assert_raises(ValueError, coords.scale_units, "m", "m/s")
         try:
             coords.scale_units('m', 'm/s')
-            verr = None
         except ValueError as verr:
             assert str(verr).find('Cannot scale') >= 0
             assert str(verr).find('unknown units') < 0
@@ -202,7 +199,6 @@ def test_scale_units_both_bad(self):
         assert_raises(ValueError, coords.scale_units, "happy", "sad")
         try:
             coords.scale_units('happy', 'sad')
-            verr = None
         except ValueError as verr:
             assert str(verr).find('unknown units') > 0
 

From b73f2d22139bab1c43277d04f617718a31a2dfca Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Wed, 28 Aug 2019 13:47:29 -0400
Subject: [PATCH 029/231] move scale_units to utils._core

---
 pysat/tests/test_utils_coords.py | 97 +------------------------------
 pysat/utils/coords.py            | 99 --------------------------------
 2 files changed, 1 insertion(+), 195 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 8720cb6..dd828cf 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -3,7 +3,6 @@
 """
 import numpy as np
 
-from nose.tools import assert_raises, raises
 import pandas as pds
 
 import pysat
@@ -109,101 +108,7 @@ def test_bad_lon_name_calc_solar_local_time(self):
         coords.calc_solar_local_time(self.testInst, lon_name="not longitude",
                                      slt_name='slt')
 
-    #####################################
-    # Scale units
-
-    def test_scale_units_same(self):
-        """ Test scale_units when both units are the same """
-
-        scale = coords.scale_units("happy", "happy")
-
-        assert scale == 1.0
-
-    def test_scale_units_angles(self):
-        """Test scale_units for angles """
-
-        for out_unit in self.deg_units:
-            scale = coords.scale_units(out_unit, "deg")
-
-            if out_unit.find("deg") == 0:
-                assert scale == 1.0
-            elif out_unit.find("rad") == 0:
-                assert scale == np.pi / 180.0
-            else:
-                assert scale == 1.0 / 15.0
-
-    def test_scale_units_dist(self):
-        """Test scale_units for distances """
-
-        for out_unit in self.dist_units:
-            scale = coords.scale_units(out_unit, "m")
-
-            if out_unit == "m":
-                assert scale == 1.0
-            elif out_unit.find("km") == 0:
-                assert scale == 0.001
-            else:
-                assert scale == 100.0
-
-    def test_scale_units_vel(self):
-        """Test scale_units for velocities """
-
-        for out_unit in self.vel_units:
-            scale = coords.scale_units(out_unit, "m/s")
-
-            if out_unit.find("m") == 0:
-                assert scale == 1.0
-            elif out_unit.find("km") == 0:
-                assert scale == 0.001
-            else:
-                assert scale == 100.0
-
-    def test_scale_units_bad_output(self):
-        """Test scale_units for unknown output unit"""
-
-        assert_raises(ValueError, coords.scale_units, "happy", "m")
-        try:
-            coords.scale_units('happy', 'm')
-        except ValueError as verr:
-            assert str(verr).find('output unit') > 0
-
-    def test_scale_units_bad_input(self):
-        """Test scale_units for unknown input unit"""
-
-        assert_raises(ValueError, coords.scale_units, "m", "happy")
-        try:
-            coords.scale_units('m', 'happy')
-        except ValueError as verr:
-            assert str(verr).find('input unit') > 0
-
-    def test_scale_units_bad_match_pairs(self):
-        """Test scale_units for mismatched input for all pairings"""
-
-        assert_raises(ValueError, coords.scale_units, "m", "m/s")
-        assert_raises(ValueError, coords.scale_units, "m", "deg")
-        assert_raises(ValueError, coords.scale_units, "h", "km/s")
-
-    def test_scale_units_bad_match_message(self):
-        """Test scale_units error message for mismatched input"""
-
-        assert_raises(ValueError, coords.scale_units, "m", "m/s")
-        try:
-            coords.scale_units('m', 'm/s')
-        except ValueError as verr:
-            assert str(verr).find('Cannot scale') >= 0
-            assert str(verr).find('unknown units') < 0
-
-    def test_scale_units_both_bad(self):
-        """Test scale_units for bad input and output"""
-
-        assert_raises(ValueError, coords.scale_units, "happy", "sad")
-        try:
-            coords.scale_units('happy', 'sad')
-        except ValueError as verr:
-            assert str(verr).find('unknown units') > 0
-
-
-    #####################################
+    ###################################
     # Geodetic / Geocentric conversions
 
     def test_geodetic_to_geocentric_single(self):
diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 4f3f4d6..6c77045 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -135,105 +135,6 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
     return
 
 
-def scale_units(out_unit, in_unit):
-    """ Determine the scaling factor between two units
-
-    Parameters
-    -------------
-    out_unit : str
-        Desired unit after scaling
-    in_unit : str
-        Unit to be scaled
-
-    Returns
-    -----------
-    unit_scale : float
-        Scaling factor that will convert from in_units to out_units
-
-    Notes
-    -------
-    Accepted units include degrees ('deg', 'degree', 'degrees'),
-    radians ('rad', 'radian', 'radians'),
-    hours ('h', 'hr', 'hrs', 'hour', 'hours'), and lengths ('m', 'km', 'cm').
-    Can convert between degrees, radians, and hours or different lengths.
-
-    Example
-    -----------
-    ::
-    import numpy as np
-    two_pi = 2.0 * np.pi
-    scale = scale_units("deg", "RAD")
-    two_pi *= scale
-    two_pi # will show 360.0
-
-
-    """
-
-    if out_unit == in_unit:
-        return 1.0
-
-    accepted_units = {'deg': ['deg', 'degree', 'degrees'],
-                      'rad': ['rad', 'radian', 'radians'],
-                      'h': ['h', 'hr', 'hrs', 'hours'],
-                      'm': ['m', 'km', 'cm'],
-                      'm/s': ['m/s', 'cm/s', 'km/s', 'm s$^{-1}$',
-                              'cm s$^{-1}$', 'km s$^{-1}$', 'm s-1', 'cm s-1',
-                              'km s-1']}
-    replace_str = {'/s': [' s$^{-1}$', ' s-1']}
-
-    scales = {'deg': 180.0, 'rad': np.pi, 'h': 12.0,
-              'm': 1.0, 'km': 0.001, 'cm': 100.0,
-              'm/s': 1.0, 'cm/s': 100.0, 'km/s': 0.001}
-
-    # Test input and determine transformation type
-    out_key = out_unit.lower()
-    in_key = in_unit.lower()
-    for kk in accepted_units.keys():
-        if out_key in accepted_units.keys() and in_key in accepted_units.keys():
-            break
-
-        if(out_key not in accepted_units.keys() and
-           out_unit.lower() in accepted_units[kk]):
-            out_key = kk
-        if(in_key not in accepted_units.keys() and
-           in_unit.lower() in accepted_units[kk]):
-            in_key = kk
-
-    if(out_key not in accepted_units.keys() and
-       in_key not in accepted_units.keys()):
-        raise ValueError(''.join(['Cannot scale {:s} and '.format(in_unit),
-                                  '{:s}, unknown units'.format(out_unit)]))
-
-    if out_key not in accepted_units.keys():
-        raise ValueError('Unknown output unit {:}'.format(out_unit))
-
-    if in_key not in accepted_units.keys():
-        raise ValueError('Unknown input unit {:}'.format(in_unit))
-
-    if out_key == 'm' or out_key == 'm/s' or in_key == 'm' or in_key == 'm/s':
-        if in_key != out_key:
-            raise ValueError('Cannot scale {:s} and {:s}'.format(out_unit,
-                                                                 in_unit))
-        # Recast units as keys for the scales dictionary and ensure that
-        # the format is consistent
-        rkey = ''
-        for rr in replace_str.keys():
-            if out_key.find(rr):
-                rkey = rr
-
-        out_key = out_unit.lower()
-        in_key = in_unit.lower()
-
-        if rkey in replace_str.keys():
-            for rval in replace_str[rkey]:
-                out_key = out_key.replace(rval, rkey)
-                in_key = in_key.replace(rval, rkey)
-
-    unit_scale = scales[out_key] / scales[in_key]
-
-    return unit_scale
-
-
 def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
     """Converts position from geodetic to geocentric or vice-versa.
 

From fa4e18e8146aab179d2b6cbeaa7d37d8cdd2ff63 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Wed, 28 Aug 2019 14:26:38 -0400
Subject: [PATCH 030/231] bugfix

---
 pysat/tests/test_utils_coords.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index dd828cf..492f9a9 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -5,6 +5,7 @@
 
 import pandas as pds
 
+from nose.tools import raises
 import pysat
 from pysat.utils import coords, time
 

From 6dcfd1f2515a97b5b1a453de1c9ad690385e3b5e Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Sat, 28 Sep 2019 16:18:10 -0400
Subject: [PATCH 031/231] BUG: restore functions and add deprecationwarnings

---
 pysat/utils/coords.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index 6c77045..c3fc778 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -135,6 +135,20 @@ def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
     return
 
 
+def scale_units(out_unit, in_unit):
+    """Deprecated function, moved to pysat.utils._core"""
+
+    import warnings
+    from pysat import utils
+
+    warnings.warn(' '.join(["utils.computational_form is deprecated, use",
+                            "pysat.ssnl.computational_form instead"]),
+                  DeprecationWarning)
+    unit_scale = utils.scale_units(out_unit, in_unit)
+
+    return unit_scale
+
+
 def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
     """Converts position from geodetic to geocentric or vice-versa.
 

From 306abc3d06a5347d6fae069f38992adfd84a212c Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Sat, 28 Sep 2019 16:28:50 -0400
Subject: [PATCH 032/231] TST: add test for deprecation

---
 pysat/tests/test_utils_coords.py | 14 ++++++++++++++
 1 file changed, 14 insertions(+)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 492f9a9..99b7a95 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -109,6 +109,20 @@ def test_bad_lon_name_calc_solar_local_time(self):
         coords.calc_solar_local_time(self.testInst, lon_name="not longitude",
                                      slt_name='slt')
 
+    def test_deprecation_warning_scale_units(self):
+        """Test deprecation warning for this function"""
+
+        import warnings
+
+        warnings.simplefilter("always")
+        scale1 = pysat.utils.scale_units("happy", "happy")
+        with warnings.catch_warnings(record=True) as w:
+            scale2 = coords.scale_units("happy", "happy")
+
+        assert scale1 == scale2
+        assert len(w) == 1
+        assert w[0].category == DeprecationWarning
+
     ###################################
     # Geodetic / Geocentric conversions
 

From 67fab4e031646e67cbb1299601b4628ec48de07d Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 21 Oct 2019 19:26:49 -0400
Subject: [PATCH 033/231] BUG: stacklevel for all DeprecationWarnings

---
 pysat/utils/coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index c3fc778..39e90a5 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -143,7 +143,7 @@ def scale_units(out_unit, in_unit):
 
     warnings.warn(' '.join(["utils.computational_form is deprecated, use",
                             "pysat.ssnl.computational_form instead"]),
-                  DeprecationWarning)
+                  DeprecationWarning, stacklevel=2)
     unit_scale = utils.scale_units(out_unit, in_unit)
 
     return unit_scale

From a0290d6884d5f0740231d6075e7de444c28c96e6 Mon Sep 17 00:00:00 2001
From: rstoneback <rstoneba@utdallas.edu>
Date: Sun, 27 Oct 2019 17:28:11 -0500
Subject: [PATCH 034/231] Merged

---
 pysat/utils/coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysat/utils/coords.py b/pysat/utils/coords.py
index c3fc778..39e90a5 100644
--- a/pysat/utils/coords.py
+++ b/pysat/utils/coords.py
@@ -143,7 +143,7 @@ def scale_units(out_unit, in_unit):
 
     warnings.warn(' '.join(["utils.computational_form is deprecated, use",
                             "pysat.ssnl.computational_form instead"]),
-                  DeprecationWarning)
+                  DeprecationWarning, stacklevel=2)
     unit_scale = utils.scale_units(out_unit, in_unit)
 
     return unit_scale

From 2ba02afe45a0bbdcfbe22b9277f1f01023094955 Mon Sep 17 00:00:00 2001
From: rstoneback <rstoneba@utdallas.edu>
Date: Thu, 7 Nov 2019 18:24:54 -0600
Subject: [PATCH 035/231] STY: Updated variable name and imports.

---
 pysat/tests/test_utils_coords.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
index 99b7a95..8682a7a 100644
--- a/pysat/tests/test_utils_coords.py
+++ b/pysat/tests/test_utils_coords.py
@@ -116,12 +116,12 @@ def test_deprecation_warning_scale_units(self):
 
         warnings.simplefilter("always")
         scale1 = pysat.utils.scale_units("happy", "happy")
-        with warnings.catch_warnings(record=True) as w:
+        with warnings.catch_warnings(record=True) as war:
             scale2 = coords.scale_units("happy", "happy")
 
         assert scale1 == scale2
-        assert len(w) == 1
-        assert w[0].category == DeprecationWarning
+        assert len(war) == 1
+        assert war[0].category == DeprecationWarning
 
     ###################################
     # Geodetic / Geocentric conversions

From 4838b2da6d3e72a3e2c6c597805da954f4b7eb73 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 13 May 2020 12:57:56 -0400
Subject: [PATCH 036/231] DOC: migrate badge to travis-ci.org

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0f788f7..c6c03dc 100644
--- a/README.md
+++ b/README.md
@@ -7,7 +7,7 @@
 <!-- [![Documentation Status](https://readthedocs.org/projects/pysatMadrigal/badge/?version=latest)](http://pysatMadrigal.readthedocs.io/en/latest/?badge=latest) -->
 <!-- [![DOI](https://zenodo.org/badge/209358908.svg)](https://zenodo.org/badge/latestdoi/209358908) -->
 
-[![Build Status](https://travis-ci.com/pysat/pysatMadrigal.svg?branch=master)](https://travis-ci.com/pysat/pysatMadrigal)
+[![Build Status](https://travis-ci.org/pysat/pysatMadrigal.svg?branch=master)](https://travis-ci.com/pysat/pysatMadrigal)
 [![Coverage Status](https://coveralls.io/repos/github/pysat/pysatMadrigal/badge.svg?branch=master)](https://coveralls.io/github/pysat/pysatMadrigal?branch=master)
 [![DOI](https://zenodo.org/badge/258384773.svg)](https://zenodo.org/badge/latestdoi/258384773)
 

From 3b7684fce0a9244e655c66c7abd0ffe25ace0544 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 3 Jul 2020 13:09:14 -0400
Subject: [PATCH 037/231] ENH: Add coord transformations for JRO

---
 pysat/tests/test_utils_coords.py         | 451 -----------------------
 pysatMadrigal/__init__.py                |   1 +
 {pysat/utils => pysatMadrigal}/coords.py | 142 +------
 pysatMadrigal/tests/test_coords.py       | 352 ++++++++++++++++++
 4 files changed, 354 insertions(+), 592 deletions(-)
 delete mode 100644 pysat/tests/test_utils_coords.py
 rename {pysat/utils => pysatMadrigal}/coords.py (73%)
 create mode 100644 pysatMadrigal/tests/test_coords.py

diff --git a/pysat/tests/test_utils_coords.py b/pysat/tests/test_utils_coords.py
deleted file mode 100644
index 8682a7a..0000000
--- a/pysat/tests/test_utils_coords.py
+++ /dev/null
@@ -1,451 +0,0 @@
-"""
-tests the pysat coords area
-"""
-import numpy as np
-
-import pandas as pds
-
-from nose.tools import raises
-import pysat
-from pysat.utils import coords, time
-
-
-class TestBasics():
-    def setup(self):
-        """Runs before every method to create a clean testing setup."""
-        self.test_angles = np.array([340.0, 348.0, 358.9, 0.5, 5.0, 9.87])
-
-        self.testInst = pysat.Instrument(platform='pysat',
-                                         name='testing',
-                                         clean_level='clean')
-        # Add longitude to the test instrument
-        ones = np.ones(shape=len(self.test_angles))
-        tind = time.create_datetime_index(year=ones*2001,
-                                          month=ones,
-                                          uts=np.arange(0.0, len(ones), 1.0))
-
-        self.testInst.data = \
-            pds.DataFrame(np.array([tind, self.test_angles]).transpose(),
-                          index=tind, columns=["time", "longitude"])
-
-        self.deg_units = ["deg", "degree", "degrees", "rad", "radian",
-                          "radians", "h", "hr", "hrs", "hours"]
-        self.dist_units = ["m", "km", "cm"]
-        self.vel_units = ["m/s", "cm/s", "km/s", 'm s$^{-1}$', 'cm s$^{-1}$',
-                          'km s$^{-1}$', 'm s-1', 'cm s-1', 'km s-1']
-
-    def teardown(self):
-        """Runs after every method to clean up previous testing."""
-        del self.test_angles, self.testInst
-        del self.deg_units, self.dist_units, self.vel_units
-
-    #####################################
-    # Cyclic data conversions
-
-    def test_adjust_cyclic_data_default(self):
-        """ Test adjust_cyclic_data with default range """
-
-        test_in = np.radians(self.test_angles) - np.pi
-        test_angles = coords.adjust_cyclic_data(test_in)
-
-        assert test_angles.max() < 2.0 * np.pi
-        assert test_angles.min() >= 0.0
-
-    def test_adjust_cyclic_data_custom(self):
-        """ Test adjust_cyclic_data with a custom range """
-
-        test_angles = coords.adjust_cyclic_data(self.test_angles,
-                                                high=180.0, low=-180.0)
-
-        assert test_angles.max() < 180.0
-        assert test_angles.min() >= -180.0
-
-    #####################################
-    # Update Longitude
-
-    def test_update_longitude(self):
-        """Test update_longitude """
-
-        coords.update_longitude(self.testInst, lon_name="longitude")
-
-        assert np.all(self.testInst.data['longitude'] < 180.0)
-        assert np.all(self.testInst.data['longitude'] >= -180.0)
-
-    @raises(ValueError)
-    def test_bad_lon_name_update_longitude(self):
-        """Test update_longitude with a bad longitude name"""
-
-        coords.update_longitude(self.testInst, lon_name="not longitude")
-
-    #########################
-    # calc_solar_local_time
-
-    def test_calc_solar_local_time(self):
-        """Test calc_solar_local_time"""
-
-        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
-                                     slt_name='slt')
-        target = np.array([22.66666667, 23.20027778, 23.92722222,
-                           0.03416667, 0.33444444, 0.65938889])
-
-        assert (abs(self.testInst['slt'] - target)).max() < 1.0e-6
-
-    def test_calc_solar_local_time_w_update_longitude(self):
-        """Test calc_solar_local_time with update_longitude"""
-
-        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
-                                     slt_name='slt')
-        coords.update_longitude(self.testInst, lon_name="longitude")
-        coords.calc_solar_local_time(self.testInst, lon_name="longitude",
-                                     slt_name='slt2')
-
-        assert (abs(self.testInst['slt']
-                    - self.testInst['slt2'])).max() < 1.0e-6
-
-    @raises(ValueError)
-    def test_bad_lon_name_calc_solar_local_time(self):
-        """Test calc_solar_local_time with a bad longitude name"""
-
-        coords.calc_solar_local_time(self.testInst, lon_name="not longitude",
-                                     slt_name='slt')
-
-    def test_deprecation_warning_scale_units(self):
-        """Test deprecation warning for this function"""
-
-        import warnings
-
-        warnings.simplefilter("always")
-        scale1 = pysat.utils.scale_units("happy", "happy")
-        with warnings.catch_warnings(record=True) as war:
-            scale2 = coords.scale_units("happy", "happy")
-
-        assert scale1 == scale2
-        assert len(war) == 1
-        assert war[0].category == DeprecationWarning
-
-    ###################################
-    # Geodetic / Geocentric conversions
-
-    def test_geodetic_to_geocentric_single(self):
-        """Test conversion from geodetic to geocentric coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0)
-
-        assert abs(lat - 44.807576784018046) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.489543863465) < 1.0e-6
-
-    def test_geocentric_to_geodetic_single(self):
-        """Test conversion from geocentric to geodetic coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0,
-                                                      inverse=True)
-
-        assert abs(lat - 45.192423215981954) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.345908499981) < 1.0e-6
-
-    def test_geodetic_to_geocentric_mult(self):
-        """Test array conversion from geodetic to geocentric coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr)
-
-        assert lat.shape == arr.shape
-        assert lon.shape == arr.shape
-        assert rad.shape == arr.shape
-        assert abs(lat - 44.807576784018046).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.489543863465).max() < 1.0e-6
-
-    def test_geocentric_to_geodetic_mult(self):
-        """Test array conversion from geocentric to geodetic coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr,
-                                                      inverse=True)
-
-        assert lat.shape == arr.shape
-        assert lon.shape == arr.shape
-        assert rad.shape == arr.shape
-        assert abs(lat - 45.192423215981954).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.345908499981).max() < 1.0e-6
-
-    def test_geodetic_to_geocentric_inverse(self):
-        """Tests the reversibility of geodetic to geocentric conversions"""
-
-        lat1 = 37.5
-        lon1 = 117.3
-        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
-                                                          inverse=False)
-        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
-                                                          inverse=True)
-        assert abs(lon1-lon3) < 1.0e-6
-        assert abs(lat1-lat3) < 1.0e-6
-
-    ###############################################
-    # Geodetic / Geocentric Horizontal conversions
-
-    def test_geodetic_to_geocentric_horz_single(self):
-        """Test conversion from geodetic to geocentric coordinates"""
-
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0)
-
-        assert abs(lat - 44.807576784018046) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.489543863465) < 1.0e-6
-        assert abs(az - 51.70376774257361) < 1.0e-6
-        assert abs(el - 62.8811403841008) < 1.0e-6
-
-    def test_geocentric_to_geodetic_horz_single(self):
-        """Test conversion from geocentric to geodetic coordinates"""
-
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0,
-                                                     inverse=True)
-
-        assert abs(lat - 45.192423215981954) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.345908499981) < 1.0e-6
-        assert abs(az - 52.29896101551479) < 1.0e-6
-        assert abs(el - 63.118072033649916) < 1.0e-6
-
-    def test_geodetic_to_geocentric_horz_mult(self):
-        """Test array conversion from geodetic to geocentric coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
-                                                     52.0*arr, 63.0*arr)
-
-        assert lat.shape == arr.shape
-        assert lon.shape == arr.shape
-        assert rad.shape == arr.shape
-        assert az.shape == arr.shape
-        assert el.shape == arr.shape
-        assert abs(lat - 44.807576784018046).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.489543863465).max() < 1.0e-6
-        assert abs(az - 51.70376774257361).max() < 1.0e-6
-        assert abs(el - 62.8811403841008).max() < 1.0e-6
-
-    def test_geocentric_to_geodetic_horz_mult(self):
-        """Test array conversion from geocentric to geodetic coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
-                                                     52.0*arr, 63.0*arr,
-                                                     inverse=True)
-
-        assert lat.shape == arr.shape
-        assert lon.shape == arr.shape
-        assert rad.shape == arr.shape
-        assert az.shape == arr.shape
-        assert el.shape == arr.shape
-        assert abs(lat - 45.192423215981954).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.345908499981).max() < 1.0e-6
-        assert abs(az - 52.29896101551479).max() < 1.0e-6
-        assert abs(el - 63.118072033649916).max() < 1.0e-6
-
-    def test_geodetic_to_geocentric_horizontal_inverse(self):
-        """Tests the reversibility of geodetic to geocentric horiz conversions
-
-        Note:  inverse of az and el angles currently non-functional"""
-
-        lat1 = -17.5
-        lon1 = 187.3
-        az1 = 52.0
-        el1 = 63.0
-        lat2, lon2, rad_e, az2, el2 = \
-            coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
-                                                     inverse=False)
-        lat3, lon3, rad_e, az3, el3 = \
-            coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
-                                                     inverse=True)
-
-        assert abs(lon1-lon3) < 1.0e-6
-        assert abs(lat1-lat3) < 1.0e-6
-        assert abs(az1-az3) < 1.0e-6
-        assert abs(el1-el3) < 1.0e-6
-
-    ####################################
-    # Spherical / Cartesian conversions
-
-    def test_spherical_to_cartesian_single(self):
-        """Test conversion from spherical to cartesian coordinates"""
-
-        x, y, z = coords.spherical_to_cartesian(45.0, 30.0, 1.0)
-
-        assert abs(x - y) < 1.0e-6
-        assert abs(z - 0.5) < 1.0e-6
-
-    def test_cartesian_to_spherical_single(self):
-        """Test conversion from cartesian to spherical coordinates"""
-
-        x = 0.6123724356957946
-        az, el, r = coords.spherical_to_cartesian(x, x, 0.5,
-                                                  inverse=True)
-
-        assert abs(az - 45.0) < 1.0e-6
-        assert abs(el - 30.0) < 1.0e-6
-        assert abs(r - 1.0) < 1.0e-6
-
-    def test_spherical_to_cartesian_mult(self):
-        """Test array conversion from spherical to cartesian coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        x, y, z = coords.spherical_to_cartesian(45.0*arr, 30.0*arr, arr)
-
-        assert x.shape == arr.shape
-        assert y.shape == arr.shape
-        assert z.shape == arr.shape
-        assert abs(x - y).max() < 1.0e-6
-        assert abs(z - 0.5).max() < 1.0e-6
-
-    def test_cartesian_to_spherical_mult(self):
-        """Test array conversion from cartesian to spherical coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        x = 0.6123724356957946
-        az, el, r = coords.spherical_to_cartesian(x*arr, x*arr, 0.5*arr,
-                                                  inverse=True)
-
-        assert az.shape == arr.shape
-        assert el.shape == arr.shape
-        assert r.shape == arr.shape
-        assert abs(az - 45.0).max() < 1.0e-6
-        assert abs(el - 30.0).max() < 1.0e-6
-        assert abs(r - 1.0).max() < 1.0e-6
-
-    def test_spherical_to_cartesian_inverse(self):
-        """Tests the reversibility of spherical to cartesian conversions"""
-
-        x1 = 3000.0
-        y1 = 2000.0
-        z1 = 2500.0
-        az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
-                                                  inverse=True)
-        x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
-                                                   inverse=False)
-
-        assert abs(x1-x2) < 1.0e-6
-        assert abs(y1-y2) < 1.0e-6
-        assert abs(z1-z2) < 1.0e-6
-
-    ########################################
-    # Global / Local Cartesian conversions
-
-    def test_global_to_local_cartesian_single(self):
-        """Test conversion from global to local cartesian coordinates"""
-
-        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
-                                                   37.5, 289.0, 6380.0)
-
-        assert abs(x + 9223.175264852474) < 1.0e-6
-        assert abs(y + 2239.835278362686) < 1.0e-6
-        assert abs(z - 11323.126851088331) < 1.0e-6
-
-    def test_local_cartesian_to_global_single(self):
-        """Test conversion from local cartesian to global coordinates"""
-
-        x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
-                                                   37.5, 289.0, 6380.0,
-                                                   inverse=True)
-
-        assert abs(x + 5709.804676635975) < 1.0e-6
-        assert abs(y + 4918.397556010223) < 1.0e-6
-        assert abs(z - 15709.577500484005) < 1.0e-6
-
-    def test_global_to_local_cartesian_mult(self):
-        """Test array conversion from global to local cartesian coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
-                                                   9000.0*arr, 37.5*arr,
-                                                   289.0*arr, 6380.0*arr)
-
-        assert x.shape == arr.shape
-        assert y.shape == arr.shape
-        assert z.shape == arr.shape
-        assert abs(x + 9223.175264852474).max() < 1.0e-6
-        assert abs(y + 2239.835278362686).max() < 1.0e-6
-        assert abs(z - 11323.126851088331).max() < 1.0e-6
-
-    def test_local_cartesian_to_global_mult(self):
-        """Test array conversion from local cartesian to global coordinates"""
-
-        arr = np.ones(shape=(10,), dtype=float)
-        x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
-                                                   9000.0*arr, 37.5*arr,
-                                                   289.0*arr, 6380.0*arr,
-                                                   inverse=True)
-
-        assert x.shape == arr.shape
-        assert y.shape == arr.shape
-        assert z.shape == arr.shape
-        assert abs(x + 5709.804676635975).max() < 1.0e-6
-        assert abs(y + 4918.397556010223).max() < 1.0e-6
-        assert abs(z - 15709.577500484005).max() < 1.0e-6
-
-    def test_global_to_local_cartesian_inverse(self):
-        """Tests the reversibility of the global to loc cartesian transform"""
-
-        x1 = 7000.0
-        y1 = 8000.0
-        z1 = 9500.0
-        lat = 37.5
-        lon = 289.0
-        rad = 6380.0
-        x2, y2, z2 = coords.global_to_local_cartesian(x1, y1, z1,
-                                                      lat, lon, rad,
-                                                      inverse=False)
-        x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
-                                                      lat, lon, rad,
-                                                      inverse=True)
-        assert abs(x1-x3) < 1.0e-6
-        assert abs(y1-y3) < 1.0e-6
-        assert abs(z1-z3) < 1.0e-6
-
-    ########################################
-    # Local Horizontal / Global conversions
-
-    def test_local_horizontal_to_global_geo_geodetic(self):
-        """Tests the conversion of the local horizontal to global geo"""
-
-        az = 30.0
-        el = 45.0
-        dist = 1000.0
-        lat0 = 45.0
-        lon0 = 0.0
-        alt0 = 400.0
-
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(az, el, dist,
-                                                  lat0, lon0, alt0)
-
-        assert abs(lat - 50.419037572472625) < 1.0e-6
-        assert abs(lon + 7.694008395350697) < 1.0e-6
-        assert abs(rad - 7172.15486518744) < 1.0e-6
-
-    def test_local_horizontal_to_global_geo(self):
-        """Tests the conversion of the local horizontal to global geo"""
-
-        az = 30.0
-        el = 45.0
-        dist = 1000.0
-        lat0 = 45.0
-        lon0 = 0.0
-        alt0 = 400.0
-
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(az, el, dist,
-                                                  lat0, lon0, alt0,
-                                                  geodetic=False)
-
-        assert abs(lat - 50.414315865044202) < 1.0e-6
-        assert abs(lon + 7.6855551809119502) < 1.0e-6
-        assert abs(rad - 7185.6983665760772) < 1.0e-6
diff --git a/pysatMadrigal/__init__.py b/pysatMadrigal/__init__.py
index 0b73a26..9346093 100644
--- a/pysatMadrigal/__init__.py
+++ b/pysatMadrigal/__init__.py
@@ -1 +1,2 @@
+from pysatMadrigal import coords  # noqa F401
 from pysatMadrigal import instruments  # noqa F401
diff --git a/pysat/utils/coords.py b/pysatMadrigal/coords.py
similarity index 73%
rename from pysat/utils/coords.py
rename to pysatMadrigal/coords.py
index 39e90a5..a8e07e0 100644
--- a/pysat/utils/coords.py
+++ b/pysatMadrigal/coords.py
@@ -1,5 +1,5 @@
 """
-pysat.coords - coordinate transformations for pysat
+pysatMadrigal.coords - coordinate transformations for radar instruments
 =========================================
 
 pysat.coords contains a number of coordinate-transformation
@@ -7,146 +7,6 @@
 """
 
 import numpy as np
-import pandas as pds
-
-
-def adjust_cyclic_data(samples, high=2.0*np.pi, low=0.0):
-    """Adjust cyclic values such as longitude to a different scale
-
-    Parameters
-    -----------
-    samples : array_like
-        Input array
-    high: float or int
-        Upper boundary for circular standard deviation range (default=2 pi)
-    low : float or int
-        Lower boundary for circular standard deviation range (default=0)
-    axis : int or NoneType
-        Axis along which standard deviations are computed.  The default is to
-        compute the standard deviation of the flattened array
-
-    Returns
-    --------
-    out_samples : float
-        Circular standard deviation
-
-    """
-
-    out_samples = np.asarray(samples)
-    sample_range = high - low
-    out_samples[out_samples >= high] -= sample_range
-    out_samples[out_samples < low] += sample_range
-
-    return out_samples
-
-
-def update_longitude(inst, lon_name=None, high=180.0, low=-180.0):
-    """ Update longitude to the desired range
-
-    Parameters
-    ------------
-    inst : pysat.Instrument instance
-        instrument object to be updated
-    lon_name : string
-        name of the longtiude data
-    high : float
-        Highest allowed longitude value (default=180.0)
-    low : float
-        Lowest allowed longitude value (default=-180.0)
-
-    Returns
-    ---------
-    updates instrument data in column 'lon_name'
-
-    """
-
-    from pysat.utils.coords import adjust_cyclic_data
-
-    if lon_name not in inst.data.keys():
-        raise ValueError('uknown longitude variable name')
-
-    new_lon = adjust_cyclic_data(inst[lon_name], high=high, low=low)
-
-    # Update based on data type
-    if inst.pandas_format:
-        inst[lon_name] = new_lon
-    else:
-        inst[lon_name].data = new_lon
-
-    return
-
-
-def calc_solar_local_time(inst, lon_name=None, slt_name='slt'):
-    """ Append solar local time to an instrument object
-
-    Parameters
-    ------------
-    inst : pysat.Instrument instance
-        instrument object to be updated
-    lon_name : string
-        name of the longtiude data key (assumes data are in degrees)
-    slt_name : string
-        name of the output solar local time data key (default='slt')
-
-    Returns
-    ---------
-    updates instrument data in column specified by slt_name
-
-    """
-
-    import datetime as dt
-
-    if lon_name not in inst.data.keys():
-        raise ValueError('uknown longitude variable name')
-
-    # Convert from numpy epoch nanoseconds to UT seconds of day
-    ut_hr = list()
-    for nptime in inst.index.values.astype(int):
-        # Numpy times come out in nanoseconds and timestamp converts
-        # from seconds
-        dtime = dt.datetime.utcfromtimestamp(nptime * 1.0e-9)
-        ut_hr.append((dtime.hour * 3600.0 + dtime.minute * 60.0 +
-                      dtime.second + dtime.microsecond * 1.0e-6) / 3600.0)
-    # Calculate solar local time
-    slt = np.array([t + inst[lon_name][i] / 15.0 for i, t in enumerate(ut_hr)])
-
-    # Ensure that solar local time falls between 0 and 24 hours
-    slt = np.mod(slt, 24.0)
-
-    # Add the solar local time to the instrument
-    if inst.pandas_format:
-        inst[slt_name] = pds.Series(slt, index=inst.data.index)
-    else:
-        data = inst.data.assign(pysat_slt=(inst.data.coords.keys(), slt))
-        data.rename({"pysat_slt": slt_name}, inplace=True)
-        inst.data = data
-
-    # Add units to the metadata
-    inst.meta[slt_name] = {inst.meta.units_label: 'h',
-                           inst.meta.name_label: "Solar Local Time",
-                           inst.meta.desc_label: "Solar local time",
-                           inst.meta.plot_label: "SLT",
-                           inst.meta.axis_label: "SLT",
-                           inst.meta.scale_label: "linear",
-                           inst.meta.min_label: 0.0,
-                           inst.meta.max_label: 24.0,
-                           inst.meta.fill_label: np.nan}
-
-    return
-
-
-def scale_units(out_unit, in_unit):
-    """Deprecated function, moved to pysat.utils._core"""
-
-    import warnings
-    from pysat import utils
-
-    warnings.warn(' '.join(["utils.computational_form is deprecated, use",
-                            "pysat.ssnl.computational_form instead"]),
-                  DeprecationWarning, stacklevel=2)
-    unit_scale = utils.scale_units(out_unit, in_unit)
-
-    return unit_scale
 
 
 def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
diff --git a/pysatMadrigal/tests/test_coords.py b/pysatMadrigal/tests/test_coords.py
new file mode 100644
index 0000000..b9aa91a
--- /dev/null
+++ b/pysatMadrigal/tests/test_coords.py
@@ -0,0 +1,352 @@
+"""
+tests the pysat coords area
+"""
+import numpy as np
+
+from pysatMadrigal import coords
+
+
+def test_geodetic_to_geocentric_single():
+    """Test conversion from geodetic to geocentric coordinates"""
+
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0)
+
+    assert abs(lat - 44.807576784018046) < 1.0e-6
+    assert abs(lon - 8.0) < 1.0e-6
+    assert abs(rad - 6367.489543863465) < 1.0e-6
+
+
+def test_geocentric_to_geodetic_single():
+    """Test conversion from geocentric to geodetic coordinates"""
+
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0,
+                                                  inverse=True)
+
+    assert abs(lat - 45.192423215981954) < 1.0e-6
+    assert abs(lon - 8.0) < 1.0e-6
+    assert abs(rad - 6367.345908499981) < 1.0e-6
+
+
+def test_geodetic_to_geocentric_mult():
+    """Test array conversion from geodetic to geocentric coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr)
+
+    assert lat.shape == arr.shape
+    assert lon.shape == arr.shape
+    assert rad.shape == arr.shape
+    assert abs(lat - 44.807576784018046).max() < 1.0e-6
+    assert abs(lon - 8.0).max() < 1.0e-6
+    assert abs(rad - 6367.489543863465).max() < 1.0e-6
+
+
+def test_geocentric_to_geodetic_mult():
+    """Test array conversion from geocentric to geodetic coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr,
+                                                  inverse=True)
+
+    assert lat.shape == arr.shape
+    assert lon.shape == arr.shape
+    assert rad.shape == arr.shape
+    assert abs(lat - 45.192423215981954).max() < 1.0e-6
+    assert abs(lon - 8.0).max() < 1.0e-6
+    assert abs(rad - 6367.345908499981).max() < 1.0e-6
+
+
+def test_geodetic_to_geocentric_inverse():
+    """Tests the reversibility of geodetic to geocentric conversions"""
+
+    lat1 = 37.5
+    lon1 = 117.3
+    lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
+                                                      inverse=False)
+    lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
+                                                      inverse=True)
+    assert abs(lon1-lon3) < 1.0e-6
+    assert abs(lat1-lat3) < 1.0e-6
+
+
+###############################################
+# Geodetic / Geocentric Horizontal conversions
+
+def test_geodetic_to_geocentric_horz_single():
+    """Test conversion from geodetic to geocentric coordinates"""
+
+    lat, lon, rad, az, el = \
+        coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0)
+
+    assert abs(lat - 44.807576784018046) < 1.0e-6
+    assert abs(lon - 8.0) < 1.0e-6
+    assert abs(rad - 6367.489543863465) < 1.0e-6
+    assert abs(az - 51.70376774257361) < 1.0e-6
+    assert abs(el - 62.8811403841008) < 1.0e-6
+
+
+def test_geocentric_to_geodetic_horz_single():
+    """Test conversion from geocentric to geodetic coordinates"""
+
+    lat, lon, rad, az, el = \
+        coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0,
+                                                 inverse=True)
+
+    assert abs(lat - 45.192423215981954) < 1.0e-6
+    assert abs(lon - 8.0) < 1.0e-6
+    assert abs(rad - 6367.345908499981) < 1.0e-6
+    assert abs(az - 52.29896101551479) < 1.0e-6
+    assert abs(el - 63.118072033649916) < 1.0e-6
+
+
+def test_geodetic_to_geocentric_horz_mult():
+    """Test array conversion from geodetic to geocentric coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    lat, lon, rad, az, el = \
+        coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                 52.0*arr, 63.0*arr)
+
+    assert lat.shape == arr.shape
+    assert lon.shape == arr.shape
+    assert rad.shape == arr.shape
+    assert az.shape == arr.shape
+    assert el.shape == arr.shape
+    assert abs(lat - 44.807576784018046).max() < 1.0e-6
+    assert abs(lon - 8.0).max() < 1.0e-6
+    assert abs(rad - 6367.489543863465).max() < 1.0e-6
+    assert abs(az - 51.70376774257361).max() < 1.0e-6
+    assert abs(el - 62.8811403841008).max() < 1.0e-6
+
+
+def test_geocentric_to_geodetic_horz_mult():
+    """Test array conversion from geocentric to geodetic coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    lat, lon, rad, az, el = \
+        coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
+                                                 52.0*arr, 63.0*arr,
+                                                 inverse=True)
+
+    assert lat.shape == arr.shape
+    assert lon.shape == arr.shape
+    assert rad.shape == arr.shape
+    assert az.shape == arr.shape
+    assert el.shape == arr.shape
+    assert abs(lat - 45.192423215981954).max() < 1.0e-6
+    assert abs(lon - 8.0).max() < 1.0e-6
+    assert abs(rad - 6367.345908499981).max() < 1.0e-6
+    assert abs(az - 52.29896101551479).max() < 1.0e-6
+    assert abs(el - 63.118072033649916).max() < 1.0e-6
+
+
+def test_geodetic_to_geocentric_horizontal_inverse():
+    """Tests the reversibility of geodetic to geocentric horiz conversions
+
+    Note:  inverse of az and el angles currently non-functional"""
+
+    lat1 = -17.5
+    lon1 = 187.3
+    az1 = 52.0
+    el1 = 63.0
+    lat2, lon2, rad_e, az2, el2 = \
+        coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
+                                                 inverse=False)
+    lat3, lon3, rad_e, az3, el3 = \
+        coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
+                                                 inverse=True)
+
+    assert abs(lon1-lon3) < 1.0e-6
+    assert abs(lat1-lat3) < 1.0e-6
+    assert abs(az1-az3) < 1.0e-6
+    assert abs(el1-el3) < 1.0e-6
+
+
+####################################
+# Spherical / Cartesian conversions
+
+def test_spherical_to_cartesian_single():
+    """Test conversion from spherical to cartesian coordinates"""
+
+    x, y, z = coords.spherical_to_cartesian(45.0, 30.0, 1.0)
+
+    assert abs(x - y) < 1.0e-6
+    assert abs(z - 0.5) < 1.0e-6
+
+
+def test_cartesian_to_spherical_single():
+    """Test conversion from cartesian to spherical coordinates"""
+
+    x = 0.6123724356957946
+    az, el, r = coords.spherical_to_cartesian(x, x, 0.5,
+                                              inverse=True)
+
+    assert abs(az - 45.0) < 1.0e-6
+    assert abs(el - 30.0) < 1.0e-6
+    assert abs(r - 1.0) < 1.0e-6
+
+
+def test_spherical_to_cartesian_mult():
+    """Test array conversion from spherical to cartesian coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    x, y, z = coords.spherical_to_cartesian(45.0*arr, 30.0*arr, arr)
+
+    assert x.shape == arr.shape
+    assert y.shape == arr.shape
+    assert z.shape == arr.shape
+    assert abs(x - y).max() < 1.0e-6
+    assert abs(z - 0.5).max() < 1.0e-6
+
+
+def test_cartesian_to_spherical_mult():
+    """Test array conversion from cartesian to spherical coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    x = 0.6123724356957946
+    az, el, r = coords.spherical_to_cartesian(x*arr, x*arr, 0.5*arr,
+                                              inverse=True)
+
+    assert az.shape == arr.shape
+    assert el.shape == arr.shape
+    assert r.shape == arr.shape
+    assert abs(az - 45.0).max() < 1.0e-6
+    assert abs(el - 30.0).max() < 1.0e-6
+    assert abs(r - 1.0).max() < 1.0e-6
+
+
+def test_spherical_to_cartesian_inverse():
+    """Tests the reversibility of spherical to cartesian conversions"""
+
+    x1 = 3000.0
+    y1 = 2000.0
+    z1 = 2500.0
+    az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
+                                              inverse=True)
+    x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
+                                               inverse=False)
+
+    assert abs(x1-x2) < 1.0e-6
+    assert abs(y1-y2) < 1.0e-6
+    assert abs(z1-z2) < 1.0e-6
+
+
+########################################
+# Global / Local Cartesian conversions
+
+def test_global_to_local_cartesian_single():
+    """Test conversion from global to local cartesian coordinates"""
+
+    x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                               37.5, 289.0, 6380.0)
+
+    assert abs(x + 9223.175264852474) < 1.0e-6
+    assert abs(y + 2239.835278362686) < 1.0e-6
+    assert abs(z - 11323.126851088331) < 1.0e-6
+
+
+def test_local_cartesian_to_global_single():
+    """Test conversion from local cartesian to global coordinates"""
+
+    x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
+                                               37.5, 289.0, 6380.0,
+                                               inverse=True)
+
+    assert abs(x + 5709.804676635975) < 1.0e-6
+    assert abs(y + 4918.397556010223) < 1.0e-6
+    assert abs(z - 15709.577500484005) < 1.0e-6
+
+
+def test_global_to_local_cartesian_mult():
+    """Test array conversion from global to local cartesian coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                               9000.0*arr, 37.5*arr,
+                                               289.0*arr, 6380.0*arr)
+
+    assert x.shape == arr.shape
+    assert y.shape == arr.shape
+    assert z.shape == arr.shape
+    assert abs(x + 9223.175264852474).max() < 1.0e-6
+    assert abs(y + 2239.835278362686).max() < 1.0e-6
+    assert abs(z - 11323.126851088331).max() < 1.0e-6
+
+
+def test_local_cartesian_to_global_mult():
+    """Test array conversion from local cartesian to global coordinates"""
+
+    arr = np.ones(shape=(10,), dtype=float)
+    x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
+                                               9000.0*arr, 37.5*arr,
+                                               289.0*arr, 6380.0*arr,
+                                               inverse=True)
+
+    assert x.shape == arr.shape
+    assert y.shape == arr.shape
+    assert z.shape == arr.shape
+    assert abs(x + 5709.804676635975).max() < 1.0e-6
+    assert abs(y + 4918.397556010223).max() < 1.0e-6
+    assert abs(z - 15709.577500484005).max() < 1.0e-6
+
+
+def test_global_to_local_cartesian_inverse():
+    """Tests the reversibility of the global to loc cartesian transform"""
+
+    x1 = 7000.0
+    y1 = 8000.0
+    z1 = 9500.0
+    lat = 37.5
+    lon = 289.0
+    rad = 6380.0
+    x2, y2, z2 = coords.global_to_local_cartesian(x1, y1, z1,
+                                                  lat, lon, rad,
+                                                  inverse=False)
+    x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
+                                                  lat, lon, rad,
+                                                  inverse=True)
+    assert abs(x1-x3) < 1.0e-6
+    assert abs(y1-y3) < 1.0e-6
+    assert abs(z1-z3) < 1.0e-6
+
+
+########################################
+# Local Horizontal / Global conversions
+
+def test_local_horizontal_to_global_geo_geodetic():
+    """Tests the conversion of the local horizontal to global geo"""
+
+    az = 30.0
+    el = 45.0
+    dist = 1000.0
+    lat0 = 45.0
+    lon0 = 0.0
+    alt0 = 400.0
+
+    lat, lon, rad = \
+        coords.local_horizontal_to_global_geo(az, el, dist,
+                                              lat0, lon0, alt0)
+
+    assert abs(lat - 50.419037572472625) < 1.0e-6
+    assert abs(lon + 7.694008395350697) < 1.0e-6
+    assert abs(rad - 7172.15486518744) < 1.0e-6
+
+
+def test_local_horizontal_to_global_geo():
+    """Tests the conversion of the local horizontal to global geo"""
+
+    az = 30.0
+    el = 45.0
+    dist = 1000.0
+    lat0 = 45.0
+    lon0 = 0.0
+    alt0 = 400.0
+
+    lat, lon, rad = \
+        coords.local_horizontal_to_global_geo(az, el, dist,
+                                              lat0, lon0, alt0,
+                                              geodetic=False)
+
+    assert abs(lat - 50.414315865044202) < 1.0e-6
+    assert abs(lon + 7.6855551809119502) < 1.0e-6
+    assert abs(rad - 7185.6983665760772) < 1.0e-6

From 38003ab87e6d2183ff143ad80de163207da749fe Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 3 Jul 2020 13:14:01 -0400
Subject: [PATCH 038/231] DOC: add changelog

---
 CHANGELOG.md | 15 +++++++++++++++
 1 file changed, 15 insertions(+)
 create mode 100644 CHANGELOG.md

diff --git a/CHANGELOG.md b/CHANGELOG.md
new file mode 100644
index 0000000..0535e07
--- /dev/null
+++ b/CHANGELOG.md
@@ -0,0 +1,15 @@
+# Change Log
+All notable changes to this project will be documented in this file.
+This project adheres to [Semantic Versioning](http://semver.org/).
+
+## [0.?.?] - 2020-07-03
+- Added coords from pysat.utils
+
+## [0.0.3] - 2020-06-15
+- pypi compatibility
+
+## [0.0.2] - 2020-05-13
+- zenodo link
+
+## [0.0.1] - 2020-05-13
+- Alpha release

From 74f71496f57af900fbd273483d379b799195065a Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 3 Jul 2020 16:04:33 -0400
Subject: [PATCH 039/231] STY: flake8 updates

---
 pysatMadrigal/coords.py            |  4 +--
 pysatMadrigal/tests/test_coords.py | 52 +++++++++++++++---------------
 2 files changed, 28 insertions(+), 28 deletions(-)

diff --git a/pysatMadrigal/coords.py b/pysatMadrigal/coords.py
index a8e07e0..ff2a0db 100644
--- a/pysatMadrigal/coords.py
+++ b/pysatMadrigal/coords.py
@@ -63,8 +63,8 @@ def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
     lat_out = np.degrees(np.arctan(rad_ratio_sq * tan_in))
 
     # Calculate the Earth radius at this latitude
-    rad_earth = rad_eq / np.sqrt(1.0 + eprime_sq *
-                                 np.sin(np.radians(lat_out))**2)
+    rad_earth = rad_eq / np.sqrt(1.0 + eprime_sq
+                                 * np.sin(np.radians(lat_out))**2)
 
     # longitude remains unchanged
     lon_out = lon_in
diff --git a/pysatMadrigal/tests/test_coords.py b/pysatMadrigal/tests/test_coords.py
index b9aa91a..0fe29c5 100644
--- a/pysatMadrigal/tests/test_coords.py
+++ b/pysatMadrigal/tests/test_coords.py
@@ -31,7 +31,7 @@ def test_geodetic_to_geocentric_mult():
     """Test array conversion from geodetic to geocentric coordinates"""
 
     arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr)
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0 * arr, lon_in=8.0 * arr)
 
     assert lat.shape == arr.shape
     assert lon.shape == arr.shape
@@ -45,7 +45,7 @@ def test_geocentric_to_geodetic_mult():
     """Test array conversion from geocentric to geodetic coordinates"""
 
     arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0*arr, lon_in=8.0*arr,
+    lat, lon, rad = coords.geodetic_to_geocentric(45.0 * arr, lon_in=8.0 * arr,
                                                   inverse=True)
 
     assert lat.shape == arr.shape
@@ -65,8 +65,8 @@ def test_geodetic_to_geocentric_inverse():
                                                       inverse=False)
     lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
                                                       inverse=True)
-    assert abs(lon1-lon3) < 1.0e-6
-    assert abs(lat1-lat3) < 1.0e-6
+    assert abs(lon1 - lon3) < 1.0e-6
+    assert abs(lat1 - lat3) < 1.0e-6
 
 
 ###############################################
@@ -104,8 +104,8 @@ def test_geodetic_to_geocentric_horz_mult():
 
     arr = np.ones(shape=(10,), dtype=float)
     lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
-                                                 52.0*arr, 63.0*arr)
+        coords.geodetic_to_geocentric_horizontal(45.0 * arr, 8.0 * arr,
+                                                 52.0 * arr, 63.0 * arr)
 
     assert lat.shape == arr.shape
     assert lon.shape == arr.shape
@@ -124,8 +124,8 @@ def test_geocentric_to_geodetic_horz_mult():
 
     arr = np.ones(shape=(10,), dtype=float)
     lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0*arr, 8.0*arr,
-                                                 52.0*arr, 63.0*arr,
+        coords.geodetic_to_geocentric_horizontal(45.0 * arr, 8.0 * arr,
+                                                 52.0 * arr, 63.0 * arr,
                                                  inverse=True)
 
     assert lat.shape == arr.shape
@@ -156,10 +156,10 @@ def test_geodetic_to_geocentric_horizontal_inverse():
         coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
                                                  inverse=True)
 
-    assert abs(lon1-lon3) < 1.0e-6
-    assert abs(lat1-lat3) < 1.0e-6
-    assert abs(az1-az3) < 1.0e-6
-    assert abs(el1-el3) < 1.0e-6
+    assert abs(lon1 - lon3) < 1.0e-6
+    assert abs(lat1 - lat3) < 1.0e-6
+    assert abs(az1 - az3) < 1.0e-6
+    assert abs(el1 - el3) < 1.0e-6
 
 
 ####################################
@@ -190,7 +190,7 @@ def test_spherical_to_cartesian_mult():
     """Test array conversion from spherical to cartesian coordinates"""
 
     arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.spherical_to_cartesian(45.0*arr, 30.0*arr, arr)
+    x, y, z = coords.spherical_to_cartesian(45.0 * arr, 30.0 * arr, arr)
 
     assert x.shape == arr.shape
     assert y.shape == arr.shape
@@ -204,7 +204,7 @@ def test_cartesian_to_spherical_mult():
 
     arr = np.ones(shape=(10,), dtype=float)
     x = 0.6123724356957946
-    az, el, r = coords.spherical_to_cartesian(x*arr, x*arr, 0.5*arr,
+    az, el, r = coords.spherical_to_cartesian(x * arr, x * arr, 0.5 * arr,
                                               inverse=True)
 
     assert az.shape == arr.shape
@@ -226,9 +226,9 @@ def test_spherical_to_cartesian_inverse():
     x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
                                                inverse=False)
 
-    assert abs(x1-x2) < 1.0e-6
-    assert abs(y1-y2) < 1.0e-6
-    assert abs(z1-z2) < 1.0e-6
+    assert abs(x1 - x2) < 1.0e-6
+    assert abs(y1 - y2) < 1.0e-6
+    assert abs(z1 - z2) < 1.0e-6
 
 
 ########################################
@@ -261,9 +261,9 @@ def test_global_to_local_cartesian_mult():
     """Test array conversion from global to local cartesian coordinates"""
 
     arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
-                                               9000.0*arr, 37.5*arr,
-                                               289.0*arr, 6380.0*arr)
+    x, y, z = coords.global_to_local_cartesian(7000.0 * arr, 8000.0 * arr,
+                                               9000.0 * arr, 37.5 * arr,
+                                               289.0 * arr, 6380.0 * arr)
 
     assert x.shape == arr.shape
     assert y.shape == arr.shape
@@ -277,9 +277,9 @@ def test_local_cartesian_to_global_mult():
     """Test array conversion from local cartesian to global coordinates"""
 
     arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.global_to_local_cartesian(7000.0*arr, 8000.0*arr,
-                                               9000.0*arr, 37.5*arr,
-                                               289.0*arr, 6380.0*arr,
+    x, y, z = coords.global_to_local_cartesian(7000.0 * arr, 8000.0 * arr,
+                                               9000.0 * arr, 37.5 * arr,
+                                               289.0 * arr, 6380.0 * arr,
                                                inverse=True)
 
     assert x.shape == arr.shape
@@ -305,9 +305,9 @@ def test_global_to_local_cartesian_inverse():
     x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
                                                   lat, lon, rad,
                                                   inverse=True)
-    assert abs(x1-x3) < 1.0e-6
-    assert abs(y1-y3) < 1.0e-6
-    assert abs(z1-z3) < 1.0e-6
+    assert abs(x1 - x3) < 1.0e-6
+    assert abs(y1 - y3) < 1.0e-6
+    assert abs(z1 - z3) < 1.0e-6
 
 
 ########################################

From e442808924cdfca0d8dc95d732a180c7ff5fe873 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Mon, 6 Jul 2020 11:26:50 -0400
Subject: [PATCH 040/231] STY: put coords under utils

---
 pysatMadrigal/__init__.py                                    | 2 +-
 pysatMadrigal/tests/{test_coords.py => test_utils_coords.py} | 2 +-
 pysatMadrigal/utils/__init__.py                              | 1 +
 pysatMadrigal/{ => utils}/coords.py                          | 0
 4 files changed, 3 insertions(+), 2 deletions(-)
 rename pysatMadrigal/tests/{test_coords.py => test_utils_coords.py} (99%)
 create mode 100644 pysatMadrigal/utils/__init__.py
 rename pysatMadrigal/{ => utils}/coords.py (100%)

diff --git a/pysatMadrigal/__init__.py b/pysatMadrigal/__init__.py
index 9346093..c1a628f 100644
--- a/pysatMadrigal/__init__.py
+++ b/pysatMadrigal/__init__.py
@@ -1,2 +1,2 @@
-from pysatMadrigal import coords  # noqa F401
 from pysatMadrigal import instruments  # noqa F401
+from pysatMadrigal import utils  # noqa F401
diff --git a/pysatMadrigal/tests/test_coords.py b/pysatMadrigal/tests/test_utils_coords.py
similarity index 99%
rename from pysatMadrigal/tests/test_coords.py
rename to pysatMadrigal/tests/test_utils_coords.py
index 0fe29c5..61b4934 100644
--- a/pysatMadrigal/tests/test_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -3,7 +3,7 @@
 """
 import numpy as np
 
-from pysatMadrigal import coords
+from pysatMadrigal.utils import coords
 
 
 def test_geodetic_to_geocentric_single():
diff --git a/pysatMadrigal/utils/__init__.py b/pysatMadrigal/utils/__init__.py
new file mode 100644
index 0000000..0854b8d
--- /dev/null
+++ b/pysatMadrigal/utils/__init__.py
@@ -0,0 +1 @@
+from pysatMadrigal.utils import coords  # noqa F401
diff --git a/pysatMadrigal/coords.py b/pysatMadrigal/utils/coords.py
similarity index 100%
rename from pysatMadrigal/coords.py
rename to pysatMadrigal/utils/coords.py

From 25ad97b7c599b7fd9f796c8435b39ffa0a270f54 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Mon, 6 Jul 2020 19:35:27 -0400
Subject: [PATCH 041/231] TST: update max-line-length

---
 setup.cfg | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/setup.cfg b/setup.cfg
index 22d9e74..3e786fa 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,3 +1,6 @@
+[flake8]
+max-line-length = 80
+
 [tool:pytest]
 markers =
     all_inst: tests all instruments

From 49e460abc3585da1b1804e37d31fb9aede686e72 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Mon, 6 Jul 2020 19:35:38 -0400
Subject: [PATCH 042/231] TST: restructure coords tests

---
 pysatMadrigal/tests/test_utils_coords.py | 731 +++++++++++++----------
 1 file changed, 411 insertions(+), 320 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 61b4934..3be51f5 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -6,347 +6,438 @@
 from pysatMadrigal.utils import coords
 
 
-def test_geodetic_to_geocentric_single():
-    """Test conversion from geodetic to geocentric coordinates"""
+class TestGeodeticGeocentric():
 
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0)
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'lat': 45.0, 'lon': 8.0, 'az': 52.0, 'el': 63.0}
+        self.arr = {}
+        for key in self.val.keys():
+            self.arr[key] = self.val[key] * arr
 
-    assert abs(lat - 44.807576784018046) < 1.0e-6
-    assert abs(lon - 8.0) < 1.0e-6
-    assert abs(rad - 6367.489543863465) < 1.0e-6
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val, self.arr,
 
+    def test_geodetic_to_geocentric_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
 
-def test_geocentric_to_geodetic_single():
-    """Test conversion from geocentric to geodetic coordinates"""
+        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
+                                                      lon_in=self.val['lon'])
 
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0, lon_in=8.0,
-                                                  inverse=True)
-
-    assert abs(lat - 45.192423215981954) < 1.0e-6
-    assert abs(lon - 8.0) < 1.0e-6
-    assert abs(rad - 6367.345908499981) < 1.0e-6
-
-
-def test_geodetic_to_geocentric_mult():
-    """Test array conversion from geodetic to geocentric coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0 * arr, lon_in=8.0 * arr)
-
-    assert lat.shape == arr.shape
-    assert lon.shape == arr.shape
-    assert rad.shape == arr.shape
-    assert abs(lat - 44.807576784018046).max() < 1.0e-6
-    assert abs(lon - 8.0).max() < 1.0e-6
-    assert abs(rad - 6367.489543863465).max() < 1.0e-6
-
-
-def test_geocentric_to_geodetic_mult():
-    """Test array conversion from geocentric to geodetic coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad = coords.geodetic_to_geocentric(45.0 * arr, lon_in=8.0 * arr,
-                                                  inverse=True)
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
 
-    assert lat.shape == arr.shape
-    assert lon.shape == arr.shape
-    assert rad.shape == arr.shape
-    assert abs(lat - 45.192423215981954).max() < 1.0e-6
-    assert abs(lon - 8.0).max() < 1.0e-6
-    assert abs(rad - 6367.345908499981).max() < 1.0e-6
+    def test_geocentric_to_geodetic_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
 
-
-def test_geodetic_to_geocentric_inverse():
-    """Tests the reversibility of geodetic to geocentric conversions"""
-
-    lat1 = 37.5
-    lon1 = 117.3
-    lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
-                                                      inverse=False)
-    lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
+        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
+                                                      lon_in=self.val['lon'],
                                                       inverse=True)
-    assert abs(lon1 - lon3) < 1.0e-6
-    assert abs(lat1 - lat3) < 1.0e-6
-
-
-###############################################
-# Geodetic / Geocentric Horizontal conversions
-
-def test_geodetic_to_geocentric_horz_single():
-    """Test conversion from geodetic to geocentric coordinates"""
-
-    lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0)
-
-    assert abs(lat - 44.807576784018046) < 1.0e-6
-    assert abs(lon - 8.0) < 1.0e-6
-    assert abs(rad - 6367.489543863465) < 1.0e-6
-    assert abs(az - 51.70376774257361) < 1.0e-6
-    assert abs(el - 62.8811403841008) < 1.0e-6
-
-
-def test_geocentric_to_geodetic_horz_single():
-    """Test conversion from geocentric to geodetic coordinates"""
-
-    lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0, 8.0, 52.0, 63.0,
-                                                 inverse=True)
-
-    assert abs(lat - 45.192423215981954) < 1.0e-6
-    assert abs(lon - 8.0) < 1.0e-6
-    assert abs(rad - 6367.345908499981) < 1.0e-6
-    assert abs(az - 52.29896101551479) < 1.0e-6
-    assert abs(el - 63.118072033649916) < 1.0e-6
-
-
-def test_geodetic_to_geocentric_horz_mult():
-    """Test array conversion from geodetic to geocentric coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0 * arr, 8.0 * arr,
-                                                 52.0 * arr, 63.0 * arr)
-
-    assert lat.shape == arr.shape
-    assert lon.shape == arr.shape
-    assert rad.shape == arr.shape
-    assert az.shape == arr.shape
-    assert el.shape == arr.shape
-    assert abs(lat - 44.807576784018046).max() < 1.0e-6
-    assert abs(lon - 8.0).max() < 1.0e-6
-    assert abs(rad - 6367.489543863465).max() < 1.0e-6
-    assert abs(az - 51.70376774257361).max() < 1.0e-6
-    assert abs(el - 62.8811403841008).max() < 1.0e-6
-
-
-def test_geocentric_to_geodetic_horz_mult():
-    """Test array conversion from geocentric to geodetic coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    lat, lon, rad, az, el = \
-        coords.geodetic_to_geocentric_horizontal(45.0 * arr, 8.0 * arr,
-                                                 52.0 * arr, 63.0 * arr,
-                                                 inverse=True)
-
-    assert lat.shape == arr.shape
-    assert lon.shape == arr.shape
-    assert rad.shape == arr.shape
-    assert az.shape == arr.shape
-    assert el.shape == arr.shape
-    assert abs(lat - 45.192423215981954).max() < 1.0e-6
-    assert abs(lon - 8.0).max() < 1.0e-6
-    assert abs(rad - 6367.345908499981).max() < 1.0e-6
-    assert abs(az - 52.29896101551479).max() < 1.0e-6
-    assert abs(el - 63.118072033649916).max() < 1.0e-6
-
-
-def test_geodetic_to_geocentric_horizontal_inverse():
-    """Tests the reversibility of geodetic to geocentric horiz conversions
-
-    Note:  inverse of az and el angles currently non-functional"""
-
-    lat1 = -17.5
-    lon1 = 187.3
-    az1 = 52.0
-    el1 = 63.0
-    lat2, lon2, rad_e, az2, el2 = \
-        coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
-                                                 inverse=False)
-    lat3, lon3, rad_e, az3, el3 = \
-        coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
-                                                 inverse=True)
-
-    assert abs(lon1 - lon3) < 1.0e-6
-    assert abs(lat1 - lat3) < 1.0e-6
-    assert abs(az1 - az3) < 1.0e-6
-    assert abs(el1 - el3) < 1.0e-6
-
-
-####################################
-# Spherical / Cartesian conversions
-
-def test_spherical_to_cartesian_single():
-    """Test conversion from spherical to cartesian coordinates"""
-
-    x, y, z = coords.spherical_to_cartesian(45.0, 30.0, 1.0)
-
-    assert abs(x - y) < 1.0e-6
-    assert abs(z - 0.5) < 1.0e-6
 
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
 
-def test_cartesian_to_spherical_single():
-    """Test conversion from cartesian to spherical coordinates"""
+    def test_geodetic_to_geocentric_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
 
-    x = 0.6123724356957946
-    az, el, r = coords.spherical_to_cartesian(x, x, 0.5,
-                                              inverse=True)
+        lat, lon, rad = coords.geodetic_to_geocentric(self.arr['lat'],
+                                                      lon_in=self.arr['lon'])
 
-    assert abs(az - 45.0) < 1.0e-6
-    assert abs(el - 30.0) < 1.0e-6
-    assert abs(r - 1.0) < 1.0e-6
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
 
+    def test_geocentric_to_geodetic_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
 
-def test_spherical_to_cartesian_mult():
-    """Test array conversion from spherical to cartesian coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.spherical_to_cartesian(45.0 * arr, 30.0 * arr, arr)
-
-    assert x.shape == arr.shape
-    assert y.shape == arr.shape
-    assert z.shape == arr.shape
-    assert abs(x - y).max() < 1.0e-6
-    assert abs(z - 0.5).max() < 1.0e-6
-
-
-def test_cartesian_to_spherical_mult():
-    """Test array conversion from cartesian to spherical coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    x = 0.6123724356957946
-    az, el, r = coords.spherical_to_cartesian(x * arr, x * arr, 0.5 * arr,
-                                              inverse=True)
+        lat, lon, rad = coords.geodetic_to_geocentric(self.arr['lat'],
+                                                      lon_in=self.arr['lon'],
+                                                      inverse=True)
 
-    assert az.shape == arr.shape
-    assert el.shape == arr.shape
-    assert r.shape == arr.shape
-    assert abs(az - 45.0).max() < 1.0e-6
-    assert abs(el - 30.0).max() < 1.0e-6
-    assert abs(r - 1.0).max() < 1.0e-6
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
+
+    def test_geodetic_to_geocentric_inverse(self):
+        """Tests the reversibility of geodetic to geocentric conversions"""
+
+        lat1 = 37.5
+        lon1 = 117.3
+        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
+                                                          inverse=False)
+        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
+                                                          inverse=True)
+        assert abs(lon1 - lon3) < 1.0e-6
+        assert abs(lat1 - lat3) < 1.0e-6
+
+    ###############################################
+    # Geodetic / Geocentric Horizontal conversions
+
+    def test_geodetic_to_geocentric_horz_single(self):
+        """Test conversion from geodetic to geocentric coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(self.val['lat'],
+                                                     self.val['lon'],
+                                                     self.val['az'],
+                                                     self.val['el'])
+
+        assert abs(lat - 44.807576784018046) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.489543863465) < 1.0e-6
+        assert abs(az - 51.70376774257361) < 1.0e-6
+        assert abs(el - 62.8811403841008) < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_single(self):
+        """Test conversion from geocentric to geodetic coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(self.val['lat'],
+                                                     self.val['lon'],
+                                                     self.val['az'],
+                                                     self.val['el'],
+                                                     inverse=True)
+
+        assert abs(lat - 45.192423215981954) < 1.0e-6
+        assert abs(lon - 8.0) < 1.0e-6
+        assert abs(rad - 6367.345908499981) < 1.0e-6
+        assert abs(az - 52.29896101551479) < 1.0e-6
+        assert abs(el - 63.118072033649916) < 1.0e-6
+
+    def test_geodetic_to_geocentric_horz_mult(self):
+        """Test array conversion from geodetic to geocentric coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(self.arr['lat'],
+                                                     self.arr['lon'],
+                                                     self.arr['az'],
+                                                     self.arr['el'])
+
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert az.shape == self.arr['lat'].shape
+        assert el.shape == self.arr['lat'].shape
+        assert abs(lat - 44.807576784018046).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.489543863465).max() < 1.0e-6
+        assert abs(az - 51.70376774257361).max() < 1.0e-6
+        assert abs(el - 62.8811403841008).max() < 1.0e-6
+
+    def test_geocentric_to_geodetic_horz_mult(self):
+        """Test array conversion from geocentric to geodetic coordinates"""
+
+        lat, lon, rad, az, el = \
+            coords.geodetic_to_geocentric_horizontal(self.arr['lat'],
+                                                     self.arr['lon'],
+                                                     self.arr['az'],
+                                                     self.arr['el'],
+                                                     inverse=True)
+
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert az.shape == self.arr['lat'].shape
+        assert el.shape == self.arr['lat'].shape
+        assert abs(lat - 45.192423215981954).max() < 1.0e-6
+        assert abs(lon - 8.0).max() < 1.0e-6
+        assert abs(rad - 6367.345908499981).max() < 1.0e-6
+        assert abs(az - 52.29896101551479).max() < 1.0e-6
+        assert abs(el - 63.118072033649916).max() < 1.0e-6
+
+    def test_geodetic_to_geocentric_horizontal_inverse(self):
+        """Tests the reversibility of geodetic to geocentric horiz conversions
+
+        Note:  inverse of az and el angles currently non-functional"""
+
+        lat1 = -17.5
+        lon1 = 187.3
+        az1 = 52.0
+        el1 = 63.0
+        lat2, lon2, rad_e, az2, el2 = \
+            coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
+                                                     inverse=False)
+        lat3, lon3, rad_e, az3, el3 = \
+            coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
+                                                     inverse=True)
+
+        assert abs(lon1 - lon3) < 1.0e-6
+        assert abs(lat1 - lat3) < 1.0e-6
+        assert abs(az1 - az3) < 1.0e-6
+        assert abs(el1 - el3) < 1.0e-6
+
+
+class TestSphereCart():
+
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'az': 45.0, 'el': 30.0, 'r': 1.0,
+                    'x': 0.6123724356957946, 'z': 0.5}
+        self.arr = {}
+        for key in self.val.keys():
+            self.arr[key] = self.val[key] * arr
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val, self.arr,
+
+    def test_spherical_to_cartesian_single(self):
+        """Test conversion from spherical to cartesian coordinates"""
+
+        x, y, z = coords.spherical_to_cartesian(self.val['az'],
+                                                self.val['el'],
+                                                self.val['r'])
+
+        assert abs(x - y) < 1.0e-6
+        assert abs(z - 0.5) < 1.0e-6
+
+    def test_cartesian_to_spherical_single(self):
+        """Test conversion from cartesian to spherical coordinates"""
+
+        az, el, r = coords.spherical_to_cartesian(self.val['x'], self.val['x'],
+                                                  self.val['z'], inverse=True)
+
+        assert abs(az - 45.0) < 1.0e-6
+        assert abs(el - 30.0) < 1.0e-6
+        assert abs(r - 1.0) < 1.0e-6
+
+    def test_spherical_to_cartesian_mult(self):
+        """Test array conversion from spherical to cartesian coordinates"""
+
+        x, y, z = coords.spherical_to_cartesian(self.arr['az'],
+                                                self.arr['el'],
+                                                self.arr['r'])
+
+        assert x.shape == self.arr['x'].shape
+        assert y.shape == self.arr['x'].shape
+        assert z.shape == self.arr['x'].shape
+        assert abs(x - y).max() < 1.0e-6
+        assert abs(z - 0.5).max() < 1.0e-6
+
+    def test_cartesian_to_spherical_mult(self):
+        """Test array conversion from cartesian to spherical coordinates"""
+
+        az, el, r = coords.spherical_to_cartesian(self.arr['x'],
+                                                  self.arr['x'],
+                                                  self.arr['z'],
+                                                  inverse=True)
 
+        assert az.shape == self.arr['x'].shape
+        assert el.shape == self.arr['x'].shape
+        assert r.shape == self.arr['x'].shape
+        assert abs(az - 45.0).max() < 1.0e-6
+        assert abs(el - 30.0).max() < 1.0e-6
+        assert abs(r - 1.0).max() < 1.0e-6
 
-def test_spherical_to_cartesian_inverse():
-    """Tests the reversibility of spherical to cartesian conversions"""
+    def test_spherical_to_cartesian_inverse(self):
+        """Tests the reversibility of spherical to cartesian conversions"""
 
-    x1 = 3000.0
-    y1 = 2000.0
-    z1 = 2500.0
-    az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
-                                              inverse=True)
-    x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
-                                               inverse=False)
+        x1 = 3000.0
+        y1 = 2000.0
+        z1 = 2500.0
+        az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
+                                                  inverse=True)
+        x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
+                                                   inverse=False)
 
-    assert abs(x1 - x2) < 1.0e-6
-    assert abs(y1 - y2) < 1.0e-6
-    assert abs(z1 - z2) < 1.0e-6
+        assert abs(x1 - x2) < 1.0e-6
+        assert abs(y1 - y2) < 1.0e-6
+        assert abs(z1 - z2) < 1.0e-6
 
 
 ########################################
 # Global / Local Cartesian conversions
 
-def test_global_to_local_cartesian_single():
-    """Test conversion from global to local cartesian coordinates"""
-
-    x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
-                                               37.5, 289.0, 6380.0)
-
-    assert abs(x + 9223.175264852474) < 1.0e-6
-    assert abs(y + 2239.835278362686) < 1.0e-6
-    assert abs(z - 11323.126851088331) < 1.0e-6
-
-
-def test_local_cartesian_to_global_single():
-    """Test conversion from local cartesian to global coordinates"""
-
-    x, y, z = coords.global_to_local_cartesian(7000.0, 8000.0, 9000.0,
-                                               37.5, 289.0, 6380.0,
-                                               inverse=True)
-
-    assert abs(x + 5709.804676635975) < 1.0e-6
-    assert abs(y + 4918.397556010223) < 1.0e-6
-    assert abs(z - 15709.577500484005) < 1.0e-6
-
-
-def test_global_to_local_cartesian_mult():
-    """Test array conversion from global to local cartesian coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.global_to_local_cartesian(7000.0 * arr, 8000.0 * arr,
-                                               9000.0 * arr, 37.5 * arr,
-                                               289.0 * arr, 6380.0 * arr)
-
-    assert x.shape == arr.shape
-    assert y.shape == arr.shape
-    assert z.shape == arr.shape
-    assert abs(x + 9223.175264852474).max() < 1.0e-6
-    assert abs(y + 2239.835278362686).max() < 1.0e-6
-    assert abs(z - 11323.126851088331).max() < 1.0e-6
-
-
-def test_local_cartesian_to_global_mult():
-    """Test array conversion from local cartesian to global coordinates"""
-
-    arr = np.ones(shape=(10,), dtype=float)
-    x, y, z = coords.global_to_local_cartesian(7000.0 * arr, 8000.0 * arr,
-                                               9000.0 * arr, 37.5 * arr,
-                                               289.0 * arr, 6380.0 * arr,
-                                               inverse=True)
-
-    assert x.shape == arr.shape
-    assert y.shape == arr.shape
-    assert z.shape == arr.shape
-    assert abs(x + 5709.804676635975).max() < 1.0e-6
-    assert abs(y + 4918.397556010223).max() < 1.0e-6
-    assert abs(z - 15709.577500484005).max() < 1.0e-6
-
-
-def test_global_to_local_cartesian_inverse():
-    """Tests the reversibility of the global to loc cartesian transform"""
-
-    x1 = 7000.0
-    y1 = 8000.0
-    z1 = 9500.0
-    lat = 37.5
-    lon = 289.0
-    rad = 6380.0
-    x2, y2, z2 = coords.global_to_local_cartesian(x1, y1, z1,
-                                                  lat, lon, rad,
-                                                  inverse=False)
-    x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
-                                                  lat, lon, rad,
-                                                  inverse=True)
-    assert abs(x1 - x3) < 1.0e-6
-    assert abs(y1 - y3) < 1.0e-6
-    assert abs(z1 - z3) < 1.0e-6
-
-
-########################################
-# Local Horizontal / Global conversions
-
-def test_local_horizontal_to_global_geo_geodetic():
-    """Tests the conversion of the local horizontal to global geo"""
-
-    az = 30.0
-    el = 45.0
-    dist = 1000.0
-    lat0 = 45.0
-    lon0 = 0.0
-    alt0 = 400.0
-
-    lat, lon, rad = \
-        coords.local_horizontal_to_global_geo(az, el, dist,
-                                              lat0, lon0, alt0)
-
-    assert abs(lat - 50.419037572472625) < 1.0e-6
-    assert abs(lon + 7.694008395350697) < 1.0e-6
-    assert abs(rad - 7172.15486518744) < 1.0e-6
-
-
-def test_local_horizontal_to_global_geo():
-    """Tests the conversion of the local horizontal to global geo"""
-
-    az = 30.0
-    el = 45.0
-    dist = 1000.0
-    lat0 = 45.0
-    lon0 = 0.0
-    alt0 = 400.0
-
-    lat, lon, rad = \
-        coords.local_horizontal_to_global_geo(az, el, dist,
-                                              lat0, lon0, alt0,
-                                              geodetic=False)
-
-    assert abs(lat - 50.414315865044202) < 1.0e-6
-    assert abs(lon + 7.6855551809119502) < 1.0e-6
-    assert abs(rad - 7185.6983665760772) < 1.0e-6
+class TestGlobalLocal():
+
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'x': 7000.0, 'y': 8000.0, 'z': 9000.0,
+                    'lat': 37.5, 'lon': 289.0, 'rad': 6380.0}
+        self.arr = {}
+        for key in self.val.keys():
+            self.arr[key] = self.val[key] * arr
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val, self.arr,
+
+    def test_global_to_local_cartesian_single(self):
+        """Test conversion from global to local cartesian coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(self.val['x'],
+                                                   self.val['y'],
+                                                   self.val['z'],
+                                                   self.val['lat'],
+                                                   self.val['lon'],
+                                                   self.val['rad'])
+
+        assert abs(x + 9223.175264852474) < 1.0e-6
+        assert abs(y + 2239.835278362686) < 1.0e-6
+        assert abs(z - 11323.126851088331) < 1.0e-6
+
+    def test_local_cartesian_to_global_single(self):
+        """Test conversion from local cartesian to global coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(self.val['x'],
+                                                   self.val['y'],
+                                                   self.val['z'],
+                                                   self.val['lat'],
+                                                   self.val['lon'],
+                                                   self.val['rad'],
+                                                   inverse=True)
+
+        assert abs(x + 5709.804676635975) < 1.0e-6
+        assert abs(y + 4918.397556010223) < 1.0e-6
+        assert abs(z - 15709.577500484005) < 1.0e-6
+
+    def test_global_to_local_cartesian_mult(self):
+        """Test array conversion from global to local cartesian coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(self.arr['x'],
+                                                   self.arr['y'],
+                                                   self.arr['z'],
+                                                   self.arr['lat'],
+                                                   self.arr['lon'],
+                                                   self.arr['rad'])
+
+        assert x.shape == self.arr['x'].shape
+        assert y.shape == self.arr['x'].shape
+        assert z.shape == self.arr['x'].shape
+        assert abs(x + 9223.175264852474).max() < 1.0e-6
+        assert abs(y + 2239.835278362686).max() < 1.0e-6
+        assert abs(z - 11323.126851088331).max() < 1.0e-6
+
+    def test_local_cartesian_to_global_mult(self):
+        """Test array conversion from local cartesian to global coordinates"""
+
+        x, y, z = coords.global_to_local_cartesian(self.arr['x'],
+                                                   self.arr['y'],
+                                                   self.arr['z'],
+                                                   self.arr['lat'],
+                                                   self.arr['lon'],
+                                                   self.arr['rad'],
+                                                   inverse=True)
+
+        assert x.shape == self.arr['x'].shape
+        assert y.shape == self.arr['x'].shape
+        assert z.shape == self.arr['x'].shape
+        assert abs(x + 5709.804676635975).max() < 1.0e-6
+        assert abs(y + 4918.397556010223).max() < 1.0e-6
+        assert abs(z - 15709.577500484005).max() < 1.0e-6
+
+    def test_global_to_local_cartesian_inverse(self):
+        """Tests the reversibility of the global to loc cartesian transform"""
+
+        x2, y2, z2 = coords.global_to_local_cartesian(self.val['x'],
+                                                      self.val['y'],
+                                                      self.val['z'],
+                                                      self.val['lat'],
+                                                      self.val['lon'],
+                                                      self.val['rad'],
+                                                      inverse=False)
+        x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
+                                                      self.val['lat'],
+                                                      self.val['lon'],
+                                                      self.val['rad'],
+                                                      inverse=True)
+        assert abs(self.val['x'] - x3) < 1.0e-6
+        assert abs(self.val['y'] - y3) < 1.0e-6
+        assert abs(self.val['z'] - z3) < 1.0e-6
+
+
+class TestLocalHorzGlobal():
+    """Tests for local horizontal to global geo and back """
+
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'az': 30.0, 'el': 45.0, 'dist': 1000.0,
+                    'lat': 45.0, 'lon': 0.0, 'alt': 400.0}
+        self.arr = {}
+        for key in self.val.keys():
+            self.arr[key] = self.val[key] * arr
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val, self.arr,
+
+    def test_local_horizontal_to_global_geo_geodetic(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(self.val['az'],
+                                                  self.val['el'],
+                                                  self.val['dist'],
+                                                  self.val['lat'],
+                                                  self.val['lon'],
+                                                  self.val['alt'])
+
+        assert abs(lat - 50.419037572472625) < 1.0e-6
+        assert abs(lon + 7.694008395350697) < 1.0e-6
+        assert abs(rad - 7172.15486518744) < 1.0e-6
+
+    def test_local_horizontal_to_global_geo(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(self.val['az'],
+                                                  self.val['el'],
+                                                  self.val['dist'],
+                                                  self.val['lat'],
+                                                  self.val['lon'],
+                                                  self.val['alt'],
+                                                  geodetic=False)
+
+        assert abs(lat - 50.414315865044202) < 1.0e-6
+        assert abs(lon + 7.6855551809119502) < 1.0e-6
+        assert abs(rad - 7185.6983665760772) < 1.0e-6
+
+    def test_local_horizontal_to_global_geo_geodetic_mult(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(self.arr['az'],
+                                                  self.arr['el'],
+                                                  self.arr['dist'],
+                                                  self.arr['lat'],
+                                                  self.arr['lon'],
+                                                  self.arr['alt'])
+
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert abs(lat - 50.419037572472625).max() < 1.0e-6
+        assert abs(lon + 7.694008395350697).max() < 1.0e-6
+        assert abs(rad - 7172.15486518744).max() < 1.0e-6
+
+    def test_local_horizontal_to_global_geo_mult(self):
+        """Tests the conversion of the local horizontal to global geo"""
+
+        lat, lon, rad = \
+            coords.local_horizontal_to_global_geo(self.arr['az'],
+                                                  self.arr['el'],
+                                                  self.arr['dist'],
+                                                  self.arr['lat'],
+                                                  self.arr['lon'],
+                                                  self.arr['alt'],
+                                                  geodetic=False)
+
+        assert lat.shape == self.arr['lat'].shape
+        assert lon.shape == self.arr['lat'].shape
+        assert rad.shape == self.arr['lat'].shape
+        assert abs(lat - 50.414315865044202).max() < 1.0e-6
+        assert abs(lon + 7.6855551809119502).max() < 1.0e-6
+        assert abs(rad - 7185.6983665760772).max() < 1.0e-6

From b12b90dc8a47780505e74dee08b7449e11025001 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 13 Jul 2020 10:54:09 -0400
Subject: [PATCH 043/231] BUG: downstream changes

Fixed downstream use of `coords` to use local coordinate routine.  Also fixed
import order.
---
 pysatMadrigal/instruments/jro_isr.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index b92d13a..dd0ca6d 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -35,13 +35,14 @@
 from __future__ import absolute_import
 import datetime as dt
 import functools
+import logging
 import numpy as np
 
-from pysatMadrigal.instruments.methods import madrigal as mad_meth
 from pysat.instruments.methods import general as mm_gen
-from pysat.utils import coords
 
-import logging
+from pysatMadrigal.instruments.methods import madrigal as mad_meth
+from pysatMadrigal.utils import coords
+
 logger = logging.getLogger(__name__)
 
 

From 40fce9511c48c9d8efba9334653af1a9b78d1439 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Mon, 13 Jul 2020 15:52:14 -0400
Subject: [PATCH 044/231] TST: modernize geod to geoc tests

---
 pysatMadrigal/tests/test_utils_coords.py | 95 +++++++++---------------
 1 file changed, 35 insertions(+), 60 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 3be51f5..6855246 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -3,9 +3,44 @@
 """
 import numpy as np
 
+import pytest
+
 from pysatMadrigal.utils import coords
 
 
+@pytest.mark.parametrize("Nvals", [1, 10])
+@pytest.mark.parametrize("inverse,input,target",
+                         [(False, [45.0, 8.0],
+                          [44.8075768, 8.0, 6367.48954386]),
+                          (True, [45.0, 8.0],
+                           [45.1924232, 8.0, 6367.3459085])])
+def test_geodetic_to_geocentric_multi(Nvals, input, inverse, target):
+    """Test array conversion from geodetic to geocentric coordinates"""
+
+    lat_in = input[0] * np.ones(shape=(Nvals,), dtype=float)
+    lon_in = input[1] * np.ones(shape=(Nvals,), dtype=float)
+
+    output = coords.geodetic_to_geocentric(lat_in, lon_in=lon_in,
+                                           inverse=inverse)
+
+    for i in range(3):
+        assert output[i].shape == lat_in.shape
+        assert abs(output[i] - target[i]).max() < 1.0e-6
+
+
+def test_geodetic_to_geocentric_and_back():
+    """Tests the reversibility of geodetic to geocentric conversions"""
+
+    input = [35.0, 17.0]
+    temp_vals = coords.geodetic_to_geocentric(input[0], lon_in=input[1],
+                                              inverse=False)
+    output = coords.geodetic_to_geocentric(temp_vals[0],
+                                           lon_in=temp_vals[1],
+                                           inverse=True)
+    for i in range(2):
+        assert abs(input[i] - output[i]) < 1.0e-6
+
+
 class TestGeodeticGeocentric():
 
     def setup(self):
@@ -20,66 +55,6 @@ def teardown(self):
         """Runs after every method to clean up previous testing."""
         del self.val, self.arr,
 
-    def test_geodetic_to_geocentric_single(self):
-        """Test conversion from geodetic to geocentric coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
-                                                      lon_in=self.val['lon'])
-
-        assert abs(lat - 44.807576784018046) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.489543863465) < 1.0e-6
-
-    def test_geocentric_to_geodetic_single(self):
-        """Test conversion from geocentric to geodetic coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
-                                                      lon_in=self.val['lon'],
-                                                      inverse=True)
-
-        assert abs(lat - 45.192423215981954) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.345908499981) < 1.0e-6
-
-    def test_geodetic_to_geocentric_mult(self):
-        """Test array conversion from geodetic to geocentric coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(self.arr['lat'],
-                                                      lon_in=self.arr['lon'])
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert abs(lat - 44.807576784018046).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.489543863465).max() < 1.0e-6
-
-    def test_geocentric_to_geodetic_mult(self):
-        """Test array conversion from geocentric to geodetic coordinates"""
-
-        lat, lon, rad = coords.geodetic_to_geocentric(self.arr['lat'],
-                                                      lon_in=self.arr['lon'],
-                                                      inverse=True)
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert abs(lat - 45.192423215981954).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.345908499981).max() < 1.0e-6
-
-    def test_geodetic_to_geocentric_inverse(self):
-        """Tests the reversibility of geodetic to geocentric conversions"""
-
-        lat1 = 37.5
-        lon1 = 117.3
-        lat2, lon2, rad_e = coords.geodetic_to_geocentric(lat1, lon_in=lon1,
-                                                          inverse=False)
-        lat3, lon3, rad_e = coords.geodetic_to_geocentric(lat2, lon_in=lon2,
-                                                          inverse=True)
-        assert abs(lon1 - lon3) < 1.0e-6
-        assert abs(lat1 - lat3) < 1.0e-6
-
     ###############################################
     # Geodetic / Geocentric Horizontal conversions
 

From 07709ec1e3dabe7930924c9089afc15bbae8f260 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 22 Jul 2020 13:20:41 -0400
Subject: [PATCH 045/231] TST: skip remote_file_list tests for now

---
 pysatMadrigal/tests/test_instruments.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 428a645..f9048df 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -26,6 +26,11 @@
             mark = pytest.mark.parametrize("inst", instruments['no_download'])
             getattr(InstTestClass, method).pytestmark.append(mark)
 
+# remote_file_list not functional in current code.  Disabling for now
+if 'test_remote_file_list' in method_list:
+    mark = pytest.mark.skip(reason="not currently implemented")
+    getattr(InstTestClass, 'test_remote_file_list').pytestmark.append(mark)
+
 
 class TestInstruments(InstTestClass):
 

From cb5cd3eb0ef93101202b3473569ec4cfec9c2b9a Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 22 Jul 2020 13:21:06 -0400
Subject: [PATCH 046/231] STY: consolidate settings in setup.cfg

---
 .coveragerc | 3 ---
 .travis.yml | 2 +-
 setup.cfg   | 4 ++++
 3 files changed, 5 insertions(+), 4 deletions(-)
 delete mode 100644 .coveragerc

diff --git a/.coveragerc b/.coveragerc
deleted file mode 100644
index 83d685b..0000000
--- a/.coveragerc
+++ /dev/null
@@ -1,3 +0,0 @@
-[report]
-omit =
-  */instruments/templates/
diff --git a/.travis.yml b/.travis.yml
index aaebe06..2b205a8 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -53,4 +53,4 @@ script:
  - pytest -vs --cov=pysatMadrigal/ --flake8
 
 after_success:
- - coveralls
+ - coveralls --rcfile=setup.cfg
diff --git a/setup.cfg b/setup.cfg
index 22d9e74..d1c319b 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,3 +1,7 @@
+[coverage:report]
+omit =
+  */instruments/templates/
+
 [tool:pytest]
 markers =
     all_inst: tests all instruments

From 4bbb9c44d64dcd1375b193429f3025e31eb4252a Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Thu, 23 Jul 2020 12:01:44 -0400
Subject: [PATCH 047/231] TST: make sure both ndarray and float are tested

---
 pysatMadrigal/tests/test_utils_coords.py | 17 ++++++++++++-----
 1 file changed, 12 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 6855246..8021c21 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -14,18 +14,25 @@
                           [44.8075768, 8.0, 6367.48954386]),
                           (True, [45.0, 8.0],
                            [45.1924232, 8.0, 6367.3459085])])
-def test_geodetic_to_geocentric_multi(Nvals, input, inverse, target):
+def test_geodetic_to_geocentric(Nvals, input, inverse, target):
     """Test array conversion from geodetic to geocentric coordinates"""
 
-    lat_in = input[0] * np.ones(shape=(Nvals,), dtype=float)
-    lon_in = input[1] * np.ones(shape=(Nvals,), dtype=float)
+    if Nvals > 1:
+        # inputs as an ndarray
+        lat_in = input[0] * np.ones(shape=(Nvals,), dtype=float)
+        lon_in = input[1] * np.ones(shape=(Nvals,), dtype=float)
+    else:
+        # inputs as a float
+        lat_in = input[0]
+        lon_in = input[1]
 
     output = coords.geodetic_to_geocentric(lat_in, lon_in=lon_in,
                                            inverse=inverse)
 
-    for i in range(3):
-        assert output[i].shape == lat_in.shape
+    for i in range(len(target)):
         assert abs(output[i] - target[i]).max() < 1.0e-6
+        if Nvals > 1:
+            assert output[i].shape == lat_in.shape
 
 
 def test_geodetic_to_geocentric_and_back():

From fae4012421cd7c59ae2c9ca5102e7761008e48f1 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Thu, 23 Jul 2020 12:20:10 -0400
Subject: [PATCH 048/231] BUG: test for float

---
 pysatMadrigal/tests/test_utils_coords.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 8021c21..9d1d658 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -30,9 +30,11 @@ def test_geodetic_to_geocentric(Nvals, input, inverse, target):
                                            inverse=inverse)
 
     for i in range(len(target)):
-        assert abs(output[i] - target[i]).max() < 1.0e-6
         if Nvals > 1:
+            assert abs(output[i] - target[i]).max() < 1.0e-6
             assert output[i].shape == lat_in.shape
+        else:
+            assert abs(output[i] - target[i]) < 1.0e-6
 
 
 def test_geodetic_to_geocentric_and_back():

From c90bb2be2fe31e3c40c9c82811212f612f7e7509 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 24 Jul 2020 20:41:02 -0400
Subject: [PATCH 049/231] DOC: update docstrings

---
 pysatMadrigal/instruments/dmsp_ivm.py | 72 ++++++++++++---------------
 pysatMadrigal/instruments/jro_isr.py  | 62 +++++++++--------------
 2 files changed, 57 insertions(+), 77 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 2d7581e..9e27ab2 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -16,24 +16,26 @@
 performance flags generated at the Center for Space Sciences at the
 University of Texas at Dallas.
 
-Parameters
+Properties
 ----------
-platform : string
+platform
     'dmsp'
-name : string
+name
     'ivm'
-tag : string
+tag
     'utd', None
-sat_id : string
+sat_id
     ['f11', 'f12', 'f13', 'f14', 'f15', 'f16', 'f17', 'f18']
 
 Example
 -------
+::
+
     import pysat
     dmsp = pysat.Instrument('dmsp', 'ivm', 'utd', 'f15', clean_level='clean')
     dmsp.download(dt.datetime(2017, 12, 30), dt.datetime(2017, 12, 31),
                   user='Firstname+Lastname', password='email@address.com')
-    dmsp.load(2017,363)
+    dmsp.load(2017, 363)
 
 Note
 ----
@@ -41,20 +43,28 @@
 
 Code development supported by NSF grant 1259508
 
-"""
+Custom Functions
+----------------
+add_drift_unit_vectors
+    Add unit vectors for the satellite velocity
+add_drifts_polar_cap_x_y
+    Add polar cap drifts in cartesian coordinates
+smooth_ram_drifts
+    Smooth the ram drifts using a rolling mean
+update_DMSP_ephemeris
+    Updates DMSP instrument data with DMSP ephemeris
 
-from __future__ import print_function
-from __future__ import absolute_import
+"""
 
 import datetime as dt
 import functools
+import logging
 import numpy as np
 import pandas as pds
 
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
 from pysat.instruments.methods import general as mm_gen
 
-import logging
 logger = logging.getLogger(__name__)
 
 platform = 'dmsp'
@@ -110,12 +120,6 @@ def init(self):
     self : pysat.Instrument
         This object
 
-    Returns
-    --------
-    Void : (NoneType)
-        Object modified in place.
-
-
     """
 
     logger.info(mad_meth.cedar_rules())
@@ -131,26 +135,20 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    tag : string ('')
+    tag : string
         Tag identifier used for particular dataset. This input is provided by
-        pysat.
-    sat_id : string  ('')
+        pysat. (default='')
+    sat_id : string
         Satellite ID string identifier used for particular dataset. This input
-        is provided by pysat.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        is provided by pysat. (default='')
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
-
-    Returns
-    --------
-    Void : (NoneType)
-        Downloads data to disk.
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
 
     Notes
     -----
@@ -185,15 +183,10 @@ def clean(inst):
 
     Parameters
     -----------
-    inst : (pysat.Instrument)
+    inst : pysat.Instrument
         Instrument class object, whose attribute clean_level is used to return
         the desired level of data selectivity.
 
-    Returns
-    --------
-    Void : (NoneType)
-        data in inst is modified in-place.
-
     Notes
     --------
     Supports 'clean', 'dusty', 'dirty'
@@ -365,6 +358,7 @@ def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
     -------
     Polar cap drifts assume there is no vertical component to the X-Y
     velocities
+
     """
 
     # Get the good RPA data, if available
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index b92d13a..c8377d7 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -8,22 +8,25 @@
 
 Downloads data from the JRO Madrigal Database.
 
-Parameters
+Properties
 ----------
-platform : string
+platform
     'jro'
-name : string
+name
     'isr'
-tag : string
+tag
     'drifts', 'drifts_ave', 'oblique_stan', 'oblique_rand', 'oblique_long'
 
-Example
--------
+Examples
+--------
+::
+
     import pysat
-    dmsp = pysat.Instrument('jro', 'isr', 'drifts', clean_level='clean')
-    dmsp.download(dt.datetime(2017, 12, 30), dt.datetime(2017, 12, 31),
-                  user='Firstname+Lastname', password='email@address.com')
-    dmsp.load(2017,363)
+    jro = pysat.Instrument('jro', 'isr', 'drifts', clean_level='clean')
+    jro.download(pysat.datetime(2017, 12, 30), pysat.datetime(2017, 12, 31),
+                 user='Firstname+Lastname', password='email@address.com')
+    jro.load(2017, 363)
+
 
 Note
 ----
@@ -104,12 +107,6 @@ def init(self):
     self : pysat.Instrument
         This object
 
-    Returns
-    --------
-    Void : (NoneType)
-        Object modified in place.
-
-
     """
 
     logger.info(' '.join(["The Jicamarca Radio Observatory is operated by",
@@ -129,26 +126,20 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    tag : string ('')
+    tag : string
         Tag identifier used for particular dataset. This input is provided by
-        pysat.
-    sat_id : string  ('')
+        pysat. (default='')
+    sat_id : string
         Satellite ID string identifier used for particular dataset. This input
-        is provided by pysat.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        is provided by pysat. (default='')
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
-
-    Returns
-    --------
-    Void : (NoneType)
-        Downloads data to disk.
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
 
     Notes
     -----
@@ -170,11 +161,6 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 def clean(self):
     """Routine to return JRO ISR data cleaned to the specified level
 
-    Returns
-    --------
-    Void : (NoneType)
-        data in inst is modified in-place.
-
     Notes
     --------
     Supports 'clean', 'dusty', 'dirty'

From 1f1edfa77e4984b32bb43050dfd0da1a1cad0038 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 24 Jul 2020 20:41:26 -0400
Subject: [PATCH 050/231] STY: tweaks to line breaks

---
 pysatMadrigal/instruments/dmsp_ivm.py | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 9e27ab2..4d96b45 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -322,15 +322,15 @@ def add_drift_unit_vectors(inst):
     inst.data.loc[inst.index[idx], 'unit_cross_x'] *= -1.0
     inst.data.loc[inst.index[idx], 'unit_cross_y'] *= -1.0
 
-    inst['unit_ram_r'] = inst['unit_ram_x'] * np.cos(theta) + \
-        inst['unit_ram_y'] * np.sin(theta)
-    inst['unit_ram_theta'] = -inst['unit_ram_x'] * np.sin(theta) + \
-        inst['unit_ram_y'] * np.cos(theta)
-
-    inst['unit_cross_r'] = inst['unit_cross_x'] * np.cos(theta) + \
-        inst['unit_cross_y'] * np.sin(theta)
-    inst['unit_cross_theta'] = -inst['unit_cross_x'] * np.sin(theta) + \
-        inst['unit_cross_y'] * np.cos(theta)
+    inst['unit_ram_r'] = (inst['unit_ram_x'] * np.cos(theta)
+                          + inst['unit_ram_y'] * np.sin(theta))
+    inst['unit_ram_theta'] = (-inst['unit_ram_x'] * np.sin(theta)
+                              + inst['unit_ram_y'] * np.cos(theta))
+
+    inst['unit_cross_r'] = (inst['unit_cross_x'] * np.cos(theta)
+                            + inst['unit_cross_y'] * np.sin(theta))
+    inst['unit_cross_theta'] = (-inst['unit_cross_x'] * np.sin(theta)
+                                + inst['unit_cross_y'] * np.cos(theta))
     return
 
 

From 14254a18f5f8280b9034844718c73de53a5d5e03 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 24 Jul 2020 22:58:35 -0400
Subject: [PATCH 051/231] STY: tweaks to line breaks

---
 pysatMadrigal/instruments/dmsp_ivm.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 4d96b45..c195cd0 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -376,10 +376,10 @@ def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
         add_drift_unit_vectors(inst)
 
     # Calculate the velocities
-    inst['ion_vel_pc_x'] = iv_x * inst['unit_ram_x'] + \
-        inst[cross_vel_key] * inst['unit_cross_x']
-    inst['ion_vel_pc_y'] = iv_x * inst['unit_ram_y'] + \
-        inst[cross_vel_key] * inst['unit_cross_y']
+    inst['ion_vel_pc_x'] = (iv_x * inst['unit_ram_x']
+                            + inst[cross_vel_key] * inst['unit_cross_x'])
+    inst['ion_vel_pc_y'] = (iv_x * inst['unit_ram_y']
+                            + inst[cross_vel_key] * inst['unit_cross_y'])
 
     # Flag the velocities as full (False) or partial (True)
     inst['partial'] = False

From 64d266a7f80b7449e236396c424b7b9f27a7679c Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Fri, 24 Jul 2020 22:58:49 -0400
Subject: [PATCH 052/231] DOC: clean up docstrings, comments

---
 pysatMadrigal/instruments/methods/madrigal.py | 139 +++++++++---------
 .../instruments/templates/madrigal_pandas.py  |  76 ++++------
 2 files changed, 92 insertions(+), 123 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index f812d75..cbd6317 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -48,14 +48,14 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     fnames : array-like
         iterable of filename strings, full path, to data files to be loaded.
         This input is nominally provided by pysat itself.
-    tag : string ('')
+    tag : string
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. While
         tag defaults to None here, pysat provides '' as the default
-        tag unless specified by user at Instrument instantiation.
-    sat_id : string ('')
+        tag unless specified by user at Instrument instantiation. (default='')
+    sat_id : string
         Satellite ID used to identify particular data set to be loaded.
-        This input is nominally provided by pysat itself.
+        This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
         List of keywords to use as coordinates if xarray output is desired
         instead of a Pandas DataFrame (default=[])
@@ -71,8 +71,9 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     Examples
     --------
     ::
+
         inst = pysat.Instrument('jro', 'isr', 'drifts')
-        inst.load(2010,18)
+        inst.load(2010, 18)
 
     """
 
@@ -172,34 +173,29 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    inst_code : string (None)
+    inst_code : string
         Madrigal instrument code(s), cast as a string.  If multiple are used,
-        separate them with commas.
-    kindat : string  (None)
+        separate them with commas. (default=None)
+    kindat : string
         Experiment instrument code(s), cast as a string.  If multiple are used,
-        separate them with commas.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        separate them with commas. (default=None)
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
-    url : string ('http://cedar.openmadrigal.org')
-        URL for Madrigal site
-    file_format : string ('hdf5')
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
+    url : string
+        URL for Madrigal site (default='http://cedar.openmadrigal.org')
+    file_format : string
         File format for Madrigal data.  Load routines currently only accept
         'hdf5', but any of the Madrigal options may be used here.
+        (default='hdf5')
 
-    Returns
-    --------
-    Void : (NoneType)
-        Downloads data to disk.
-
-    Notes
-    -----
+    Note
+    ----
     The user's names should be provided in field user. Ruby Payne-Scott should
     be entered as Ruby+Payne-Scott
 
@@ -258,40 +254,37 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
 
     Parameters
     ----------
-    inst_code : string (None)
+    inst_code : string
         Madrigal instrument code(s), cast as a string.  If multiple are used,
-        separate them with commas.
-    kindat : string (None)
+        separate them with commas. (default=None)
+    kindat : string
         Madrigal experiment code(s), cast as a string.  If multiple are used,
         separate them with commas.  If not supplied, all will be returned.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        (default=None)
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
-    web_data : MadrigalData (None)
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
+    web_data : MadrigalData
         Open connection to Madrigal database or None (will initiate using url)
-    url : string ('http://cedar.openmadrigal.org')
-        URL for Madrigal site
+        (default=None)
+    url : string
+        URL for Madrigal site (default='http://cedar.openmadrigal.org')
     start : dt.datetime
         Starting time for file list (defaults to 01-01-1900)
     stop : dt.datetime
         Ending time for the file list (defaults to time of run)
-    date_array : dt.datetime (None)
+    date_array : dt.datetime
         Array of datetimes to download data for. The sequence of dates need not
         be contiguous and will be used instead of start and stop if supplied.
+        (default=None)
 
-    Returns
-    -------
-    Void : (NoneType)
-        Downloads data to disk.
-
-    Notes
-    -----
+    Note
+    ----
     The user's names should be provided in field user. Ruby Payne-Scott should
     be entered as Ruby+Payne-Scott
 
@@ -408,46 +401,41 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
 
     Parameters
     ----------
-    tag : (string or NoneType)
+    tag : string or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
-    sat_id : (string or NoneType)
+    sat_id : string or NoneType
         Specifies the satellite ID for a constellation.  Not used.
         (default=None)
-    inst_code : string (None)
+    inst_code : string
         Madrigal instrument code(s), cast as a string.  If multiple are used,
-        separate them with commas.
-    kindat : string (None)
+        separate them with commas. (default=None)
+    kindat : string
         Madrigal experiment code(s), cast as a string.  If multiple are used,
         separate them with commas.  If not supplied, all will be returned.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        (default=None)
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
-    supported_tags : (dict or NoneType)
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
+    supported_tags : dict or NoneType
         keys are sat_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    url : string ('http://cedar.openmadrigal.org')
-        URL for Madrigal site
+    url : string
+        URL for Madrigal site (default='http://cedar.openmadrigal.org')
     two_digit_year_break : int
         If filenames only store two digits for the year, then
         '1900' will be added for years >= two_digit_year_break
         and '2000' will be added for years < two_digit_year_break.
-    start : (dt.datetime)
+    start : dt.datetime
         Starting time for file list (defaults to 01-01-1900)
-    stop : (dt.datetime)
+    stop : dt.datetime
         Ending time for the file list (defaults to time of run)
 
-    Returns
-    -------
-    Void : (NoneType)
-        Downloads data to disk.
-
     Notes
     -----
     The user's names should be provided in field user. Ruby Payne-Scott should
@@ -464,6 +452,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
     This method is intended to be set in an instrument support file at the
     top level using functools.partial
     ::
+
         list_remote_files = functools.partial(mad_meth.list_remote_files,
                                               supported_tags=supported_tags,
                                               inst_code=madrigal_inst_code)
@@ -523,8 +512,11 @@ def filter_data_single_date(self):
 
     This routine is intended to be added to the Instrument
     nanokernel processing queue via
+    ::
+
         inst = pysat.Instrument()
         inst.custom.attach(filter_data_single_date, 'modify')
+
     This function will then be automatically applied to the
     Instrument object data on every load by the pysat nanokernel.
 
@@ -535,7 +527,10 @@ def filter_data_single_date(self):
     pysat instrument file to this one.
 
     within platform_name.py set
+    ::
+
         default = pysat.instruments.methods.madrigal.filter_data_single_date
+
     at the top level
 
     """
diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index 7fb8141..cca211f 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -20,18 +20,19 @@
     Files can be safely downloaded without knowing the file_format keyword,
     or equivalently, how Madrigal names the files. See `Examples` for more.
 
-Parameters
+Properties
 ----------
-platform : string
+platform
     'madrigal'
-name : string
+name
     'pandas'
-tag : string
+tag
     ''
 
 Examples
 --------
 ::
+
     # for isolated use of a madrigal data set
     import pysat
     # download DMSP data from Madrigal
@@ -40,7 +41,7 @@
                             madrigal_tag=10241)
     dmsp.download(dt.datetime(2017, 12, 30), dt.datetime(2017, 12, 31),
                   user='Firstname+Lastname', password='email@address.com')
-    dmsp.load(2017,363)
+    dmsp.load(2017, 363)
 
     # for users that plan on using multiple Madrigal datasets
     # using this general interface then an additional parameter
@@ -75,16 +76,13 @@
 
 """
 
-from __future__ import print_function
-from __future__ import absolute_import
-
 import datetime as dt
 import functools
+import logging
 
 from pysat.instruments.methods import madrigal as mad_meth
 from pysat.instruments.methods import nasa_cdaweb as cdw
 
-import logging
 logger = logging.getLogger(__name__)
 
 platform = 'madrigal'
@@ -94,27 +92,18 @@
 # need to sort out test day setting for unit testing
 _test_dates = {'': {'': dt.datetime(2010, 1, 19)}}
 
-# support list files routine
-# use the default CDAWeb method
-#########
 # need a way to get the filename strings for a particular instrument
 # I've put in wildcards for now....
 #########
 jro_fname1 = '*{year:4d}{month:02d}{day:02d}'
 jro_fname2 = '.{version:03d}.hdf5'
-supported_tags = {ss: {'': jro_fname1 + "*" + jro_fname2}
+supported_tags = {ss: {'': '*'.join((jro_fname1, jro_fname2))}
                   for ss in sat_ids.keys()}
 list_files = functools.partial(cdw.list_files,
                                supported_tags=supported_tags)
 
-# let pysat know that data is spread across more than one file
-# multi_file_day=True
-
-# Set to False to specify using xarray (not using pandas)
-# Set to True if data will be returned via a pandas DataFrame
 pandas_format = True
 
-# support load routine
 load = mad_meth.load
 
 # support download routine
@@ -133,12 +122,6 @@ def init(self):
     self : pysat.Instrument
         This object
 
-    Returns
-    --------
-    Void : (NoneType)
-        Object modified in place.
-
-
     """
 
     logger.info(mad_meth.cedar_rules())
@@ -166,30 +149,24 @@ def _general_download(date_array, tag='', sat_id='', data_path=None, user=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    tag : string ('')
+    tag : string
         Tag identifier used for particular dataset. This input is provided by
-        pysat.
-    sat_id : string  ('')
+        pysat. (default='')
+    sat_id : string
         Satellite ID string identifier used for particular dataset. This input
-        is provided by pysat.
-    data_path : string (None)
-        Path to directory to download data to.
-    user : string (None)
+        is provided by pysat. (default='')
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account
-        is required for dowloads this routine here must error if user not
-        supplied.
-    password : string (None)
-        Password for data download.
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
     inst_code : int
-        Madrigal integer code used to identify platform
+        Madrigal integer code used to identify platform (default=None)
     kindat : int
-        Madrigal integer code used to identify data set
-
-    Returns
-    --------
-    Void : (NoneType)
-        Downloads data to disk.
+        Madrigal integer code used to identify data set (default=None)
 
     Notes
     -----
@@ -203,6 +180,7 @@ def _general_download(date_array, tag='', sat_id='', data_path=None, user=None,
     downloads.
 
     """
+
     mad_meth.download(date_array, inst_code=inst_code, kindat=kindat,
                       data_path=data_path, user=user, password=password)
 
@@ -210,13 +188,8 @@ def _general_download(date_array, tag='', sat_id='', data_path=None, user=None,
 def clean(self):
     """Placeholder routine that would normally return cleaned data
 
-    Returns
-    --------
-    Void : (NoneType)
-        data in inst is modified in-place.
-
-    Notes
-    --------
+    Note
+    ----
     Supports 'clean', 'dusty', 'dirty' in the sense that it prints
     a message noting there is no cleaning.
     'None' is also supported as it signifies no cleaning.
@@ -224,6 +197,7 @@ def clean(self):
     Routine is called by pysat, and not by the end user directly.
 
     """
+
     if self.clean_level in ['clean', 'dusty', 'dirty']:
         logger.warning('Generalized Madrigal data support has no cleaning.')
 

From dc02e37f815e67c86d468b430aff404428ae7c84 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 25 Jul 2020 10:58:20 -0400
Subject: [PATCH 053/231] DOC: add dmsp refs and ackn

---
 pysatMadrigal/instruments/dmsp_ivm.py | 11 ++++++++++-
 1 file changed, 10 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index c195cd0..012de9d 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -9,7 +9,9 @@
 composition, plasma temperature, and plasma motion may be determined.
 The DM directly measures the arrival angle of plasma. Using the reported
 motion of the satellite the angle is converted into ion motion along
-two orthogonal directions, perpendicular to the satellite track.
+two orthogonal directions, perpendicular to the satellite track. The IVM is
+part of the Special Sensor for Ions, Electrons, and Scintillations (SSIES)
+instrument suite on DMSP.
 
 Downloads data from the National Science Foundation Madrigal Database.
 The routine is configured to utilize data files with instrument
@@ -123,6 +125,13 @@ def init(self):
     """
 
     logger.info(mad_meth.cedar_rules())
+    self.meta.acknowledgements = mad_meth.cedar_rules()
+    self.meta.references = ' '.join(('F. J. Rich, Users Guide for the Topside',
+                                     'Ionospheric Plasma Monitor (SSIES,',
+                                     'SSIES-2 and SSIES-3) on Spacecraft of',
+                                     'the Defense Meteorological Satellite',
+                                     'Program (Air Force Phillips Laboratory,',
+                                     'Hanscom AFB, MA, 1994), Vol. 1, p. 25.'))
     return
 
 

From b2d4025e9eaf8ca59cd081ed4d116b178037d114 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 25 Jul 2020 10:58:38 -0400
Subject: [PATCH 054/231] DOC: add JRO "refs" and ackn

---
 pysatMadrigal/instruments/jro_isr.py | 15 ++++++++++-----
 1 file changed, 10 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index c8377d7..a7f1afc 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -109,11 +109,16 @@ def init(self):
 
     """
 
-    logger.info(' '.join(["The Jicamarca Radio Observatory is operated by",
-                          "the Instituto Geofisico del Peru, Ministry of",
-                          "Education, with support from the National Science",
-                          "Foundation as contracted through Cornell",
-                          "University. ", mad_meth.cedar_rules()]))
+    ackn_str = ' '.join(["The Jicamarca Radio Observatory is operated by",
+                         "the Instituto Geofisico del Peru, Ministry of",
+                         "Education, with support from the National Science",
+                         "Foundation as contracted through Cornell",
+                         "University. \n", mad_meth.cedar_rules()])
+
+    logger.info(ackn_str)
+    self.meta.acknowledgements = ackn_str
+    self.meta.references = "?"
+
     return
 
 

From f7c5475e0dc6506241a67b0df2aa5be3131c2b2d Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 10 Aug 2020 14:28:24 -0400
Subject: [PATCH 055/231] DOC: Update jro acknowledgement

---
 pysatMadrigal/instruments/jro_isr.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index a7f1afc..639fb38 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -109,11 +109,11 @@ def init(self):
 
     """
 
-    ackn_str = ' '.join(["The Jicamarca Radio Observatory is operated by",
-                         "the Instituto Geofisico del Peru, Ministry of",
-                         "Education, with support from the National Science",
-                         "Foundation as contracted through Cornell",
-                         "University. \n", mad_meth.cedar_rules()])
+    ackn_str = ' '.join(["The Jicamarca Radio Observatory is a facility of",
+                         "the Instituto Geofisico del Peru operated",
+                         "with support from the NSF AGS-1433968",
+                         "through Cornell University.\n",
+                         mad_meth.cedar_rules()])
 
     logger.info(ackn_str)
     self.meta.acknowledgements = ackn_str

From 42d487fd69946239f8ffe310e52b4a1ad7b43415 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 11 Aug 2020 12:52:31 -0400
Subject: [PATCH 056/231] ENH: rename import nickname

Renamed import nickname so that the source of two routines would not be confused.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 012de9d..8a548ff 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -64,8 +64,9 @@
 import numpy as np
 import pandas as pds
 
+from pysat.instruments.methods import general as ps_gen
+
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
-from pysat.instruments.methods import general as mm_gen
 
 logger = logging.getLogger(__name__)
 
@@ -89,7 +90,7 @@
 dmsp_fname2 = {'utd': '.{version:03d}.hdf5', '': 's?.{version:03d}.hdf5'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
                        for kk in sat_ids[ss]} for ss in sat_ids.keys()}
-list_files = functools.partial(mm_gen.list_files,
+list_files = functools.partial(ps_gen.list_files,
                                supported_tags=supported_tags)
 
 # madrigal tags

From 5cdeffe4ab2365c9dcff5c8902942a6f8d148b17 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 11 Aug 2020 12:52:57 -0400
Subject: [PATCH 057/231] ENH: added GNSS TEC instrument

Added a GNSS TEC instrument.
---
 pysatMadrigal/instruments/__init__.py |   8 +-
 pysatMadrigal/instruments/gnss_tec.py | 216 ++++++++++++++++++++++++++
 2 files changed, 222 insertions(+), 2 deletions(-)
 create mode 100644 pysatMadrigal/instruments/gnss_tec.py

diff --git a/pysatMadrigal/instruments/__init__.py b/pysatMadrigal/instruments/__init__.py
index 2eb5b01..0ad832e 100644
--- a/pysatMadrigal/instruments/__init__.py
+++ b/pysatMadrigal/instruments/__init__.py
@@ -1,4 +1,8 @@
-from pysatMadrigal.instruments import dmsp_ivm, jro_isr
+# Import Madrigal instruments
+from pysatMadrigal.instruments import dmsp_ivm, gnss_tec, jro_isr
+
+# Import Madrigal methods
 from pysatMadrigal.instruments import methods  # noqa F401
 
-__all__ = ['dmsp_ivm', 'jro_isr']
+# Define variable name with all available instruments
+__all__ = ['dmsp_ivm', 'gnss_tec', 'jro_isr']
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
new file mode 100644
index 0000000..0db569b
--- /dev/null
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -0,0 +1,216 @@
+# -*- coding: utf-8 -*-.
+"""Supports the MIT Haystack GNSS TEC data products
+
+The Global Navigation Satellite System (GNSS) is used in conjunction with a
+world-winde receiver network to produce total electron content (TEC) data
+products, including vertical and line-of-sight TEC.
+
+Downloads data from the MIT Haystack Madrigal Database.
+
+Properties
+----------
+platform
+    'gnss'
+name
+    'tec'
+tag
+    'vtec', 'los'
+
+Examples
+--------
+::
+
+    import datetime
+    import pysat
+    import pysatMadrigal as pymad
+
+    vtec = pysat.Instrument(inst_module=pymad.instruments.gnss_tec, tag='vtec')
+    vtec.download(dt.datetime(2017, 11, 19), dt.datetime(2017, 11, 20),
+                  user='Firstname+Lastname', password='email@address.com')
+    vtec.load(date=dt.datetime(2017, 11, 19))
+
+
+Note
+----
+    Please provide name and email when downloading data with this routine.
+
+"""
+
+import datetime as dt
+import functools
+import numpy as np
+
+from pysat.instruments.methods import general as ps_gen
+
+from pysatMadrigal.instruments.methods import madrigal as mad_meth
+
+import logging
+logger = logging.getLogger(__name__)
+
+
+platform = 'gnss'
+name = 'tec'
+tags = {'vtec': 'vertical TEC', 'los': 'slant TEC'}
+sat_ids = {'': list(tags.keys())}
+_test_dates = {'': {'vtec': dt.datetime(2017, 11, 19),
+                    'los': dt.datetime(2017, 11, 19)}}
+pandas_format = False
+
+# support list files routine
+# use the default pysat method
+dname = '{year:4d}{month:02d}{day:02d}'
+vname = '.{version:03d}'
+supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname),
+                       'los': "los_{:s}{:s}.h5".format(dname, vname)}
+                  for ss in sat_ids.keys()}
+list_files = functools.partial(ps_gen.list_files,
+                               supported_tags=supported_tags)
+
+# madrigal tags
+madrigal_inst_code = 8000
+madrigal_tag = {'': {'vtec': 3500, 'los': 3505}}
+
+# support listing files currently available on remote server (Madrigal)
+list_remote_files = functools.partial(mad_meth.list_remote_files,
+                                      supported_tags=supported_tags,
+                                      inst_code=madrigal_inst_code)
+
+
+def init(self):
+    """Initializes the Instrument object with values specific to JRO ISR
+
+    Runs once upon instantiation.
+
+    Parameters
+    ----------
+    self : pysat.Instrument
+        This object
+
+    """
+
+    ackn_str = ' '.join(["GPS TEC data products and access through the ",
+                         "Madrigal distributed data system are provided to ",
+                         "the community by the Massachusetts Institute of ",
+                         "Technology under support from U.S. National Science",
+                         " Foundation grant AGS-1242204. Data for the TEC ",
+                         "processing is provided by the following ",
+                         "organizations: UNAVCO, Scripps Orbit and Permanent",
+                         " Array Center, Institut Geographique National, ",
+                         "France, International GNSS Service, The Crustal ",
+                         "Dynamics Data Information System (CDDIS), National",
+                         " Geodetic Survey, Instituto Brasileiro de Geografia",
+                         " e Estatística, RAMSAC CORS of Instituto Geográfico",
+                         " Nacional del la República Agentina, Arecibo ",
+                         "Observatory, Low-Latitude Ionospheric Sensor ",
+                         "Network (LISN), Topcon Positioning Systems, Inc., ",
+                         "Canadian High Arctic Ionospheric Network, ",
+                         "Institute of Geology and Geophysics, Chinese ",
+                         "Academy of Sciences, China Meterorology ",
+                         "Administration, Centro di Ricerche Sismogiche, ",
+                         "Système d’Observation du Niveau des Eaux Littorales",
+                         " (SONEL), RENAG : REseau NAtional GPS permanent, ",
+                         "and GeoNet—the official source of geological ",
+                         "hazard information for New Zealand.\n",
+                         mad_meth.cedar_rules()])
+
+    logger.info(ackn_str)
+    self.meta.acknowledgements = ackn_str
+    self.meta.references = "".join(["Rideout and Coster (2006) ",
+                                    "doi:10.1007/s10291-006-0029-5"])
+
+    return
+
+
+def download(date_array, tag='', sat_id='', data_path=None, user=None,
+             password=None):
+    """Downloads data from Madrigal.
+
+    Parameters
+    ----------
+    date_array : array-like
+        list of datetimes to download data for. The sequence of dates need not
+        be contiguous.
+    tag : string
+        Tag identifier used for particular dataset. This input is provided by
+        pysat. (default='')
+    sat_id : string
+        Satellite ID string identifier used for particular dataset. This input
+        is provided by pysat. (default='')
+    data_path : string
+        Path to directory to download data to. (default=None)
+    user : string
+        User string input used for download. Provided by user and passed via
+        pysat. If an account is required for dowloads this routine here must
+        error if user not supplied. (default=None)
+    password : string
+        Password for data download. (default=None)
+
+    Notes
+    -----
+    The user's names should be provided in field user. Anthea Coster should
+    be entered as Anthea+Coster
+
+    The password field should be the user's email address. These parameters
+    are passed to Madrigal when downloading.
+
+    The affiliation field is set to pysat to enable tracking of pysat
+    downloads.
+
+    """
+    mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
+                      kindat=str(madrigal_tag[sat_id][tag]),
+                      data_path=data_path, user=user, password=password)
+
+
+def load(fnames, tag=None, sat_id=None):
+    """ Routine to load the GNSS TEC data
+
+    Parameters
+    -----------
+    fnames : list
+        List of filenames
+    tag : string or NoneType
+        tag name used to identify particular data set to be loaded.
+        This input is nominally provided by pysat itself. (default=None)
+    sat_id : string or NoneType
+        Satellite ID used to identify particular data set to be loaded.
+        This input is nominally provided by pysat itself. (default=None)
+
+    Returns
+    --------
+    data : xarray.Dataset
+        Object containing satellite data
+    meta : pysat.Meta
+        Object containing metadata such as column names and units
+
+    """
+    # Define the xarray coordinate dimensions (apart from time)
+    xcoords = {'vtec': ['gdlat', 'glon', 'gdalt'],
+               'los': []}
+
+    # Load the specified data
+    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
+
+    return data, meta
+
+
+def clean(self):
+    """Routine to return GNSS TEC data at a specific level
+
+    Notes
+    --------
+    Supports 'clean', 'dusty', 'dirty'
+    'Clean' is unknown for oblique modes, over 200 km for drifts
+    'Dusty' is unknown for oblique modes, over 200 km for drifts
+    'Dirty' is unknown for oblique modes, over 200 km for drifts
+    'None' None
+
+    Routine is called by pysat, and not by the end user directly.
+
+    """
+    if self.tag == "vtec":
+        logging.info("".join(["Data provided at a clean level, further ",
+                              "cleaning may be performed using the ",
+                              "measurement error 'dtec'"]))
+
+    return

From e35d5ce748b14e4dac7a2ce2f76a70dbec9d2fdd Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 12 Aug 2020 15:28:42 -0400
Subject: [PATCH 058/231] BUG: code review feedback

Applied code review feedback and new style standards, which include:
- spelling,
- fixing filename to use 2-digit year, split between 1900s and 2000s,
- init and clean docstrings,
- correct join string for acknowledgements, and
- attaching acknowledgements and references.
---
 pysatMadrigal/instruments/gnss_tec.py | 83 ++++++++++++---------------
 1 file changed, 37 insertions(+), 46 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 0db569b..a383e0e 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -2,7 +2,7 @@
 """Supports the MIT Haystack GNSS TEC data products
 
 The Global Navigation Satellite System (GNSS) is used in conjunction with a
-world-winde receiver network to produce total electron content (TEC) data
+world-wide receiver network to produce total electron content (TEC) data
 products, including vertical and line-of-sight TEC.
 
 Downloads data from the MIT Haystack Madrigal Database.
@@ -58,13 +58,14 @@
 
 # support list files routine
 # use the default pysat method
-dname = '{year:4d}{month:02d}{day:02d}'
+dname = '{year:02d}{month:02d}{day:02d}'
 vname = '.{version:03d}'
 supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname),
                        'los': "los_{:s}{:s}.h5".format(dname, vname)}
                   for ss in sat_ids.keys()}
 list_files = functools.partial(ps_gen.list_files,
-                               supported_tags=supported_tags)
+                               supported_tags=supported_tags,
+                               two_digit_year_break=99)
 
 # madrigal tags
 madrigal_inst_code = 8000
@@ -77,46 +78,40 @@
 
 
 def init(self):
-    """Initializes the Instrument object with values specific to JRO ISR
+    """Initializes the Instrument object with values specific to GNSS TEC
 
     Runs once upon instantiation.
 
-    Parameters
-    ----------
-    self : pysat.Instrument
-        This object
-
     """
 
-    ackn_str = ' '.join(["GPS TEC data products and access through the ",
-                         "Madrigal distributed data system are provided to ",
-                         "the community by the Massachusetts Institute of ",
-                         "Technology under support from U.S. National Science",
-                         " Foundation grant AGS-1242204. Data for the TEC ",
-                         "processing is provided by the following ",
-                         "organizations: UNAVCO, Scripps Orbit and Permanent",
-                         " Array Center, Institut Geographique National, ",
-                         "France, International GNSS Service, The Crustal ",
-                         "Dynamics Data Information System (CDDIS), National",
-                         " Geodetic Survey, Instituto Brasileiro de Geografia",
-                         " e Estatística, RAMSAC CORS of Instituto Geográfico",
-                         " Nacional del la República Agentina, Arecibo ",
-                         "Observatory, Low-Latitude Ionospheric Sensor ",
-                         "Network (LISN), Topcon Positioning Systems, Inc., ",
-                         "Canadian High Arctic Ionospheric Network, ",
-                         "Institute of Geology and Geophysics, Chinese ",
-                         "Academy of Sciences, China Meterorology ",
-                         "Administration, Centro di Ricerche Sismogiche, ",
-                         "Système d’Observation du Niveau des Eaux Littorales",
-                         " (SONEL), RENAG : REseau NAtional GPS permanent, ",
-                         "and GeoNet—the official source of geological ",
-                         "hazard information for New Zealand.\n",
-                         mad_meth.cedar_rules()])
+    ackn_str = ''.join(["GPS TEC data products and access through the ",
+                        "Madrigal distributed data system are provided to ",
+                        "the community by the Massachusetts Institute of ",
+                        "Technology under support from U.S. National Science",
+                        " Foundation grant AGS-1242204. Data for the TEC ",
+                        "processing is provided by the following ",
+                        "organizations: UNAVCO, Scripps Orbit and Permanent",
+                        " Array Center, Institut Geographique National, ",
+                        "France, International GNSS Service, The Crustal ",
+                        "Dynamics Data Information System (CDDIS), National",
+                        " Geodetic Survey, Instituto Brasileiro de Geografia",
+                        " e Estatística, RAMSAC CORS of Instituto Geográfico",
+                        " Nacional del la República Agentina, Arecibo ",
+                        "Observatory, Low-Latitude Ionospheric Sensor ",
+                        "Network (LISN), Topcon Positioning Systems, Inc., ",
+                        "Canadian High Arctic Ionospheric Network, ",
+                        "Institute of Geology and Geophysics, Chinese ",
+                        "Academy of Sciences, China Meterorology ",
+                        "Administration, Centro di Ricerche Sismogiche, ",
+                        "Système d’Observation du Niveau des Eaux Littorales",
+                        " (SONEL), RENAG : REseau NAtional GPS permanent, ",
+                        "and GeoNet—the official source of geological ",
+                        "hazard information for New Zealand.\n",
+                        mad_meth.cedar_rules()])
 
     logger.info(ackn_str)
-    self.meta.acknowledgements = ackn_str
-    self.meta.references = "".join(["Rideout and Coster (2006) ",
-                                    "doi:10.1007/s10291-006-0029-5"])
+    self.acknowledgements = ackn_str
+    self.references = "Rideout and Coster (2006) doi:10.1007/s10291-006-0029-5"
 
     return
 
@@ -145,8 +140,8 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     password : string
         Password for data download. (default=None)
 
-    Notes
-    -----
+    Note
+    ----
     The user's names should be provided in field user. Anthea Coster should
     be entered as Anthea+Coster
 
@@ -160,6 +155,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
                       kindat=str(madrigal_tag[sat_id][tag]),
                       data_path=data_path, user=user, password=password)
+    return
 
 
 def load(fnames, tag=None, sat_id=None):
@@ -197,14 +193,9 @@ def load(fnames, tag=None, sat_id=None):
 def clean(self):
     """Routine to return GNSS TEC data at a specific level
 
-    Notes
-    --------
-    Supports 'clean', 'dusty', 'dirty'
-    'Clean' is unknown for oblique modes, over 200 km for drifts
-    'Dusty' is unknown for oblique modes, over 200 km for drifts
-    'Dirty' is unknown for oblique modes, over 200 km for drifts
-    'None' None
-
+    Note
+    ----
+    Supports 'clean', 'dusty', 'dirty', or 'None'.
     Routine is called by pysat, and not by the end user directly.
 
     """

From aeab2f7db4ae6f1729c44dfbd31e93fa63edab5a Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 12 Aug 2020 16:07:46 -0400
Subject: [PATCH 059/231] MAINT: new standards

Updated to:
- remove python 2.7 support,
- improve docstrings,
- remove unnecessary comments, and
- apply new standards for acknowledgements and references.
---
 pysatMadrigal/instruments/methods/madrigal.py | 23 +++++++------------
 1 file changed, 8 insertions(+), 15 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index cbd6317..ee2e190 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -12,7 +12,6 @@
 import numpy as np
 import os
 import pandas as pds
-import sys
 
 import h5py
 from madrigalWeb import madrigalWeb
@@ -36,9 +35,8 @@ def cedar_rules():
     return ackn
 
 
-# support load routine
 def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
-    """Loads data from Madrigal into Pandas.
+    """Loads data from Madrigal into Pandas or XArray
 
     This routine is called as needed by pysat. It is not intended
     for direct user interaction.
@@ -89,20 +87,11 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     file_meta = filed['Metadata']['Data Parameters']
     # load up what is offered into pysat.Meta
     meta = pysat.Meta()
-    meta.info = {'acknowledgements':
-                 ' '.join(["See 'meta.Experiment_Notes' for instrument",
-                           "specific acknowledgements\n", cedar_rules()]),
-                 'references': "See 'meta.Experiment_Notes' for references"}
     labels = []
     for item in file_meta:
-        # handle difference in string output between python 2 and 3
-        name_string = item[0]
-        unit_string = item[3]
-        desc_string = item[1]
-        if sys.version_info[0] >= 3:
-            name_string = name_string.decode('UTF-8')
-            unit_string = unit_string.decode('UTF-8')
-            desc_string = desc_string.decode('UTF-8')
+        name_string = item[0].decode('UTF-8')
+        unit_string = item[3].decode('UTF-8')
+        desc_string = item[1].decode('UTF-8')
         labels.append(name_string)
         meta[name_string.lower()] = {'long_name': name_string,
                                      'units': unit_string,
@@ -115,10 +104,13 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     for key in filed['Metadata']:
         if key != 'Data Parameters':
             setattr(meta, key.replace(' ', '_'), filed['Metadata'][key][:])
+
     # data into frame, with labels from metadata
     data = pds.DataFrame.from_records(file_data, columns=labels)
+
     # lowercase variable names
     data.columns = [item.lower() for item in data.columns]
+
     # datetime index from times
     time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
     if not np.all([key in data.columns for key in time_keys]):
@@ -132,6 +124,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
                                                   month=data.loc[:, 'month'],
                                                   day=data.loc[:, 'day'],
                                                   uts=uts)
+
     # Declare index or recast as xarray
     if len(xarray_coords) > 0:
         if not np.all([xkey.lower() in data.columns

From 1fb3fc4dbdf80aeac88143b41359bbb6d9be9ab9 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 12 Aug 2020 16:08:28 -0400
Subject: [PATCH 060/231] BUG: list from keys and logging

Fixed logging call and extraction of list of keys.
---
 pysatMadrigal/instruments/gnss_tec.py | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index a383e0e..ca3fdee 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -51,7 +51,7 @@
 platform = 'gnss'
 name = 'tec'
 tags = {'vtec': 'vertical TEC', 'los': 'slant TEC'}
-sat_ids = {'': list(tags.keys())}
+sat_ids = {'': [tag for tag in tags.keys()]}
 _test_dates = {'': {'vtec': dt.datetime(2017, 11, 19),
                     'los': dt.datetime(2017, 11, 19)}}
 pandas_format = False
@@ -185,7 +185,7 @@ def load(fnames, tag=None, sat_id=None):
                'los': []}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
+    data, meta = mad_meth.load(fnames, tag, sat_id)#, xarray_coords=xcoords[tag])
 
     return data, meta
 
@@ -200,8 +200,8 @@ def clean(self):
 
     """
     if self.tag == "vtec":
-        logging.info("".join(["Data provided at a clean level, further ",
-                              "cleaning may be performed using the ",
-                              "measurement error 'dtec'"]))
+        logger.info("".join(["Data provided at a clean level, further ",
+                             "cleaning may be performed using the ",
+                             "measurement error 'dtec'"]))
 
     return

From 895b0e408f753772cbf157e3a0f3f9110d0c1d73 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 13 Aug 2020 14:35:57 -0400
Subject: [PATCH 061/231] ENH: smarter xarray creation

Adapted the general load routine for loading data from an HDF file to allow
different data variables to depend on different coordinates.  This will make the loaded data set smaller, since less padding will be needed and non-unique
values will not need to be maintained.
---
 pysatMadrigal/instruments/methods/madrigal.py | 93 +++++++++++++------
 1 file changed, 67 insertions(+), 26 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index ee2e190..c7447bf 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -56,7 +56,13 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
         List of keywords to use as coordinates if xarray output is desired
-        instead of a Pandas DataFrame (default=[])
+        instead of a Pandas DataFrame.  Can build an xarray Dataset with
+        that that have different coordinate dimensions by providing a dict
+        inside the list instead of coordinate variable name strings. Each dict
+        will have a tuple of coordinates as the key and a list of variable
+        strings as the value.  For example,
+        xarray_coords=[{('time'): ['year', 'doy'], ('time', 'gdalt'):
+        ['data1', 'data2']}]. (default=[])
 
     Returns
     -------
@@ -66,19 +72,8 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     metadata : pysat.Meta
         Metadata from the HDF5 file, as well as default values from pysat
 
-    Examples
-    --------
-    ::
-
-        inst = pysat.Instrument('jro', 'isr', 'drifts')
-        inst.load(2010, 18)
-
     """
 
-    # Ensure 'time' wasn't included as a coordinate, since it is the default
-    if 'time' in xarray_coords:
-        xarray_coords.pop(xarray_coords.index('time'))
-
     # Open the specified file
     filed = h5py.File(fnames[0], 'r')
     # data
@@ -125,23 +120,69 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
                                                   day=data.loc[:, 'day'],
                                                   uts=uts)
 
+    # Ensure we don't try to create an xarray object with only time as the
+    # coordinate
+    coord_len = len(xarray_coords)
+    if 'time' in xarray_coords:
+        coord_len -= 1
+
     # Declare index or recast as xarray
-    if len(xarray_coords) > 0:
-        if not np.all([xkey.lower() in data.columns
-                       for xkey in xarray_coords]):
-            estr = 'unknown coordinate key in {:}, '.format(xarray_coords)
-            estr += 'use only {:}'.format(data.columns)
-            raise ValueError(estr)
-
-        # Append time to the data frame and add as the first coordinate
+    if coord_len > 0:
+        # If a list was provided, recast as a dict and grab the data columns
+        if not isinstance(xarray_coords, dict):
+            xarray_coords = {tuple(xarray_coords):
+                             [col for col in data.columns
+                              if col not in xarray_coords]}
+
+        # Determine the order in which the keys should be processed:
+        #  Greatest to least number of dimensions
+        len_dict = {len(xcoords): xcoords
+                    for xcoords in xarray_coords.keys()}
+        coord_order = [len_dict[xkey] for xkey in sorted(
+            [lkey for lkey in len_dict.keys()], reverse=True)]
+
+        # Append time to the data frame
         data = data.assign(time=pds.Series(time, index=data.index))
-        xarray_coords.insert(0, 'time')
 
-        # Set the indices
-        data = data.set_index(xarray_coords)
+        # Cycle through each of the coordinate dimensions
+        xdatasets = list()
+        for xcoords in coord_order:
+            if not np.all([xkey.lower() in data.columns for xkey in xcoords]):
+                raise ValueError(''.join(['unknown coordinate key in ',
+                                          '{:}, use only '.format(xcoords),
+                                          '{:}'.format(data.columns)]))
+            if not np.all([xkey.lower() in data.columns
+                           for xkey in xarray_coords[xcoords]]):
+                raise ValueError(''.join(['unknown coordinate key in ',
+                                          '{:}'.format(xarray_coords[xcoords]),
+                                          ', use only {:}'.format(
+                                              data.columns)]))
+                
+
+            # Select the desired data values
+            sel_data = data[list(xcoords) + xarray_coords[xcoords]]
+
+            # Set the indices
+            sel_data = sel_data.set_index(list(xcoords))
+
+            # Remove duplicates
+            sel_data = sel_data.drop_duplicates()
+
+            # Recast as an xarray, if more than one coordinate
+            if len(xcoords) == 1:
+                xdatasets.append(sel_data)
+            else:
+                xdatasets.append(sel_data.to_xarray())
+
+        # Merge all of the datasets
+        for i in np.arange(1, len(xdatasets)):
+            xdatasets[0].merge(xdatasets[i])
+
+        # Test to see that all data was retrieved
+        if len(xdatasets[0].variables) != len(data.columns):
+            raise ValueError('coordinates not supplied for all data columns')
 
-        # Recast the data as an xarray
-        data = data.to_xarray()
+        data = xdatasets[0]
     else:
         # Set the index to time, and put up a warning if there are duplicate
         # times.  This could mean the data should be stored as an xarray
@@ -151,7 +192,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         if np.any(time.duplicated()):
             logger.warning(' '.join(["duplicated time indices, consider",
                                      "specifing additional coordinates and",
-                                     "storing the data as an xarray DataSet"]))
+                                     "storing the data as an xarray Dataset"]))
 
     return data, meta
 

From d599f62c0056d0e5f0fba8a11bbcd3708903e2e9 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 13 Aug 2020 14:37:05 -0400
Subject: [PATCH 062/231] MAINT: removed 'los' and updated 'vtec' load

Removed the initial support for 'los' data and updated 'vtec' load to use new
xarray loading capabilities.
---
 pysatMadrigal/instruments/gnss_tec.py | 20 ++++++++++----------
 1 file changed, 10 insertions(+), 10 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index ca3fdee..d03c4cc 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -14,7 +14,7 @@
 name
     'tec'
 tag
-    'vtec', 'los'
+    'vtec'
 
 Examples
 --------
@@ -50,18 +50,16 @@
 
 platform = 'gnss'
 name = 'tec'
-tags = {'vtec': 'vertical TEC', 'los': 'slant TEC'}
+tags = {'vtec': 'vertical TEC'}
 sat_ids = {'': [tag for tag in tags.keys()]}
-_test_dates = {'': {'vtec': dt.datetime(2017, 11, 19),
-                    'los': dt.datetime(2017, 11, 19)}}
+_test_dates = {'': {'vtec': dt.datetime(2017, 11, 19)}}
 pandas_format = False
 
 # support list files routine
 # use the default pysat method
 dname = '{year:02d}{month:02d}{day:02d}'
 vname = '.{version:03d}'
-supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname),
-                       'los': "los_{:s}{:s}.h5".format(dname, vname)}
+supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname)}
                   for ss in sat_ids.keys()}
 list_files = functools.partial(ps_gen.list_files,
                                supported_tags=supported_tags,
@@ -69,7 +67,7 @@
 
 # madrigal tags
 madrigal_inst_code = 8000
-madrigal_tag = {'': {'vtec': 3500, 'los': 3505}}
+madrigal_tag = {'': {'vtec': 3500}}  #, 'los': 3505}}
 
 # support listing files currently available on remote server (Madrigal)
 list_remote_files = functools.partial(mad_meth.list_remote_files,
@@ -181,11 +179,13 @@ def load(fnames, tag=None, sat_id=None):
 
     """
     # Define the xarray coordinate dimensions (apart from time)
-    xcoords = {'vtec': ['gdlat', 'glon', 'gdalt'],
-               'los': []}
+    xcoords = {'vtec': {('time', 'gdlat', 'glon', 'gdalt', 'kindat', 'kinst'):
+                        ['tec', 'dtec'],
+                        ('time'): ['year', 'month', 'day', 'hour', 'min',
+                                   'sec', 'ut1_unix', 'ut2_unix', 'recno']},}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, sat_id)#, xarray_coords=xcoords[tag])
+    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
 
     return data, meta
 

From 12afe51f1359d31e01fa71a4915c747b565ebd4c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 13 Aug 2020 16:59:39 -0400
Subject: [PATCH 063/231] BUG: tuple with length attribute

To have a tuple with a length attribute, a comma needs to be included after the variable.
---
 pysatMadrigal/instruments/gnss_tec.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index d03c4cc..981f497 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -181,8 +181,8 @@ def load(fnames, tag=None, sat_id=None):
     # Define the xarray coordinate dimensions (apart from time)
     xcoords = {'vtec': {('time', 'gdlat', 'glon', 'gdalt', 'kindat', 'kinst'):
                         ['tec', 'dtec'],
-                        ('time'): ['year', 'month', 'day', 'hour', 'min',
-                                   'sec', 'ut1_unix', 'ut2_unix', 'recno']},}
+                        ('time',): ['year', 'month', 'day', 'hour', 'min',
+                                    'sec', 'ut1_unix', 'ut2_unix', 'recno']},}
 
     # Load the specified data
     data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])

From 0e0f347d03cf31707ab50f011b4cf675484fd47d Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 13 Aug 2020 17:00:35 -0400
Subject: [PATCH 064/231] BUG: final xarray check

Updated example in docstring and fixed bug where variable name retrieval
from xarray wasn't correctly obtaining a list of keys.
---
 pysatMadrigal/instruments/methods/madrigal.py | 26 ++++++++++---------
 1 file changed, 14 insertions(+), 12 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index c7447bf..6535511 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -61,7 +61,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         inside the list instead of coordinate variable name strings. Each dict
         will have a tuple of coordinates as the key and a list of variable
         strings as the value.  For example,
-        xarray_coords=[{('time'): ['year', 'doy'], ('time', 'gdalt'):
+        xarray_coords=[{('time',): ['year', 'doy'], ('time', 'gdalt'):
         ['data1', 'data2']}]. (default=[])
 
     Returns
@@ -148,14 +148,14 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         xdatasets = list()
         for xcoords in coord_order:
             if not np.all([xkey.lower() in data.columns for xkey in xcoords]):
-                raise ValueError(''.join(['unknown coordinate key in ',
-                                          '{:}, use only '.format(xcoords),
+                raise ValueError(''.join(['unknown coordinate key in [',
+                                          '{:}], use only: '.format(xcoords),
                                           '{:}'.format(data.columns)]))
             if not np.all([xkey.lower() in data.columns
                            for xkey in xarray_coords[xcoords]]):
-                raise ValueError(''.join(['unknown coordinate key in ',
+                raise ValueError(''.join(['unknown data variable in [',
                                           '{:}'.format(xarray_coords[xcoords]),
-                                          ', use only {:}'.format(
+                                          '], use only: {:}'.format(
                                               data.columns)]))
                 
 
@@ -179,20 +179,22 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
             xdatasets[0].merge(xdatasets[i])
 
         # Test to see that all data was retrieved
-        if len(xdatasets[0].variables) != len(data.columns):
-            raise ValueError('coordinates not supplied for all data columns')
+        test_variables = [xkey for xkey in xdatasets[0].variables.keys()]
+        if len(test_variables) != len(data.columns):
+            raise ValueError(''.join(['coordinates not supplied for all data ',
+                                      'columns: [{:}] != [{:}]'.format(
+                                          test_variables, data.columns)]))
 
         data = xdatasets[0]
     else:
         # Set the index to time, and put up a warning if there are duplicate
-        # times.  This could mean the data should be stored as an xarray
-        # DataSet
+        # times. This could mean the data should be stored as an xarray Dataset
         data.index = time
 
         if np.any(time.duplicated()):
-            logger.warning(' '.join(["duplicated time indices, consider",
-                                     "specifing additional coordinates and",
-                                     "storing the data as an xarray Dataset"]))
+            logger.warning(''.join(["duplicated time indices, consider ",
+                                    "specifing additional coordinates and ",
+                                    "storing the data as an xarray Dataset"]))
 
     return data, meta
 

From 3cfa630ae551ef5463e3e814eb9e633e9318f392 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 14 Aug 2020 08:31:04 -0400
Subject: [PATCH 065/231] BUG: merge not done in place

Fixed bug introduced by assuming merge was done in place.
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 6535511..fe5ad1d 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -176,7 +176,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
         # Merge all of the datasets
         for i in np.arange(1, len(xdatasets)):
-            xdatasets[0].merge(xdatasets[i])
+            xdatasets[0] = xdatasets[0].merge(xdatasets[i])
 
         # Test to see that all data was retrieved
         test_variables = [xkey for xkey in xdatasets[0].variables.keys()]

From d32b71c98f2778ea0ef9df1f0367b354e99926df Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 14 Aug 2020 08:37:33 -0400
Subject: [PATCH 066/231] ENH: Squeeze out the madrigal keywords

Remove the madrigal keywords as cooridinates for data variables, but keep
them as float coordinates.
---
 pysatMadrigal/instruments/gnss_tec.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 981f497..b85d665 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -187,6 +187,9 @@ def load(fnames, tag=None, sat_id=None):
     # Load the specified data
     data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
 
+    # Squeeze the kindat and kinst 'coordinates', but keep them as floats
+    data = data.squeeze(dim=['kindat', 'kinst'])
+    
     return data, meta
 
 

From e8a714a5754f629dd64ac582bd7a3e1b0ff92850 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 14 Aug 2020 09:01:32 -0400
Subject: [PATCH 067/231] DOC: VTEC example figure for docs

Created docs directory and added VTEC figure for future examples.
---
 docs/figures/gnss_tec_vtec_example.png | Bin 0 -> 361749 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 docs/figures/gnss_tec_vtec_example.png

diff --git a/docs/figures/gnss_tec_vtec_example.png b/docs/figures/gnss_tec_vtec_example.png
new file mode 100644
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HcmV?d00001


From 5684bb00c214bde24635da97358e35eb2cc5d2b9 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 14 Aug 2020 11:01:00 -0400
Subject: [PATCH 068/231] ENH: fixed metadata units

Fixed incorrectly specified units in the VTEC meta data.
---
 pysatMadrigal/instruments/gnss_tec.py | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index b85d665..31a64e5 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -189,6 +189,11 @@ def load(fnames, tag=None, sat_id=None):
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst'])
+
+    # Fix the units for tec and dtec
+    if tag == 'vtec':
+        meta['tec'] = {'units': 'TECU'}
+        meta['dtec'] = {'units': 'TECU'}
     
     return data, meta
 

From d7f42f10f11a6ffaafbeb8b08f9d1b84262de37f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 14 Aug 2020 14:49:50 -0400
Subject: [PATCH 069/231] STY: flake8 changes

Ran flake8 locally on files and made PEP8 corrections.
---
 pysatMadrigal/instruments/gnss_tec.py         | 13 ++++++-------
 pysatMadrigal/instruments/methods/madrigal.py |  1 -
 2 files changed, 6 insertions(+), 8 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 31a64e5..5514262 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -38,7 +38,6 @@
 
 import datetime as dt
 import functools
-import numpy as np
 
 from pysat.instruments.methods import general as ps_gen
 
@@ -67,7 +66,7 @@
 
 # madrigal tags
 madrigal_inst_code = 8000
-madrigal_tag = {'': {'vtec': 3500}}  #, 'los': 3505}}
+madrigal_tag = {'': {'vtec': 3500}}  # , 'los': 3505}}
 
 # support listing files currently available on remote server (Madrigal)
 list_remote_files = functools.partial(mad_meth.list_remote_files,
@@ -91,9 +90,9 @@ def init(self):
                         "organizations: UNAVCO, Scripps Orbit and Permanent",
                         " Array Center, Institut Geographique National, ",
                         "France, International GNSS Service, The Crustal ",
-                        "Dynamics Data Information System (CDDIS), National",
+                        "Dynamics Data Information System (CDDIS), National ",
                         " Geodetic Survey, Instituto Brasileiro de Geografia",
-                        " e Estatística, RAMSAC CORS of Instituto Geográfico",
+                        "e Estatística, RAMSAC CORS of Instituto Geográfico",
                         " Nacional del la República Agentina, Arecibo ",
                         "Observatory, Low-Latitude Ionospheric Sensor ",
                         "Network (LISN), Topcon Positioning Systems, Inc., ",
@@ -181,8 +180,8 @@ def load(fnames, tag=None, sat_id=None):
     # Define the xarray coordinate dimensions (apart from time)
     xcoords = {'vtec': {('time', 'gdlat', 'glon', 'gdalt', 'kindat', 'kinst'):
                         ['tec', 'dtec'],
-                        ('time',): ['year', 'month', 'day', 'hour', 'min',
-                                    'sec', 'ut1_unix', 'ut2_unix', 'recno']},}
+                        ('time', ): ['year', 'month', 'day', 'hour', 'min',
+                                     'sec', 'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
     data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
@@ -194,7 +193,7 @@ def load(fnames, tag=None, sat_id=None):
     if tag == 'vtec':
         meta['tec'] = {'units': 'TECU'}
         meta['dtec'] = {'units': 'TECU'}
-    
+
     return data, meta
 
 
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index fe5ad1d..007bf7e 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -157,7 +157,6 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
                                           '{:}'.format(xarray_coords[xcoords]),
                                           '], use only: {:}'.format(
                                               data.columns)]))
-                
 
             # Select the desired data values
             sel_data = data[list(xcoords) + xarray_coords[xcoords]]

From c3f39653a14219528b041ba2c9b4e6182aebbd83 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Fri, 14 Aug 2020 15:56:03 -0400
Subject: [PATCH 070/231] DOC: docstring typo

Fix word repetition in the methods/madrigal docstrings.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 007bf7e..19a22f4 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -57,7 +57,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
     xarray_coords : list
         List of keywords to use as coordinates if xarray output is desired
         instead of a Pandas DataFrame.  Can build an xarray Dataset with
-        that that have different coordinate dimensions by providing a dict
+        that have different coordinate dimensions by providing a dict
         inside the list instead of coordinate variable name strings. Each dict
         will have a tuple of coordinates as the key and a list of variable
         strings as the value.  For example,

From b3311974168fed295ddd9112dc59817477b1bb60 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Fri, 14 Aug 2020 15:56:54 -0400
Subject: [PATCH 071/231] STY: meta generalization

Use the metadata units_label to fix the TEC units.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/gnss_tec.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 5514262..31e8a38 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -191,7 +191,7 @@ def load(fnames, tag=None, sat_id=None):
 
     # Fix the units for tec and dtec
     if tag == 'vtec':
-        meta['tec'] = {'units': 'TECU'}
+        meta['tec'] = {meta.units_label: 'TECU'}
         meta['dtec'] = {'units': 'TECU'}
 
     return data, meta

From 626c87dc15cc17f10894d407f4954e81b64e1517 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Fri, 14 Aug 2020 15:59:25 -0400
Subject: [PATCH 072/231] DOC: docstring grammar check

Fixed grammar in docstring.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 19a22f4..a16a0bf 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -56,7 +56,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
         List of keywords to use as coordinates if xarray output is desired
-        instead of a Pandas DataFrame.  Can build an xarray Dataset with
+        instead of a Pandas DataFrame.  Can build an xarray Dataset
         that have different coordinate dimensions by providing a dict
         inside the list instead of coordinate variable name strings. Each dict
         will have a tuple of coordinates as the key and a list of variable

From ce2cc0b28022959bd19746fbd378b48a6251a74d Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 15 Aug 2020 14:47:16 -0400
Subject: [PATCH 073/231] TST: rewrite using hydrid style

---
 pysatMadrigal/tests/test_utils_coords.py | 492 +++++++++--------------
 1 file changed, 185 insertions(+), 307 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 9d1d658..95d8ab9 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -8,257 +8,199 @@
 from pysatMadrigal.utils import coords
 
 
-@pytest.mark.parametrize("Nvals", [1, 10])
-@pytest.mark.parametrize("inverse,input,target",
-                         [(False, [45.0, 8.0],
-                          [44.8075768, 8.0, 6367.48954386]),
-                          (True, [45.0, 8.0],
-                           [45.1924232, 8.0, 6367.3459085])])
-def test_geodetic_to_geocentric(Nvals, input, inverse, target):
-    """Test array conversion from geodetic to geocentric coordinates"""
-
-    if Nvals > 1:
-        # inputs as an ndarray
-        lat_in = input[0] * np.ones(shape=(Nvals,), dtype=float)
-        lon_in = input[1] * np.ones(shape=(Nvals,), dtype=float)
-    else:
-        # inputs as a float
-        lat_in = input[0]
-        lon_in = input[1]
-
-    output = coords.geodetic_to_geocentric(lat_in, lon_in=lon_in,
-                                           inverse=inverse)
-
-    for i in range(len(target)):
-        if Nvals > 1:
-            assert abs(output[i] - target[i]).max() < 1.0e-6
-            assert output[i].shape == lat_in.shape
-        else:
-            assert abs(output[i] - target[i]) < 1.0e-6
-
-
-def test_geodetic_to_geocentric_and_back():
-    """Tests the reversibility of geodetic to geocentric conversions"""
-
-    input = [35.0, 17.0]
-    temp_vals = coords.geodetic_to_geocentric(input[0], lon_in=input[1],
-                                              inverse=False)
-    output = coords.geodetic_to_geocentric(temp_vals[0],
-                                           lon_in=temp_vals[1],
-                                           inverse=True)
-    for i in range(2):
-        assert abs(input[i] - output[i]) < 1.0e-6
-
-
 class TestGeodeticGeocentric():
 
     def setup(self):
         """Runs before every method to create a clean testing setup."""
-        arr = np.ones(shape=(10,), dtype=float)
         self.val = {'lat': 45.0, 'lon': 8.0, 'az': 52.0, 'el': 63.0}
-        self.arr = {}
-        for key in self.val.keys():
-            self.arr[key] = self.val[key] * arr
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val, self.arr,
-
-    ###############################################
-    # Geodetic / Geocentric Horizontal conversions
+        del self.val
+
+    @pytest.mark.parametrize("kwargs,target",
+                             [({}, [44.8075768, 8.0, 6367.48954386]),
+                              ({'inverse': False},
+                               [44.8075768, 8.0, 6367.48954386]),
+                              ({'inverse': True},
+                               [45.1924232, 8.0, 6367.3459085])])
+    def test_geodetic_to_geocentric(self, kwargs, target):
+        """Test conversion from geodetic to geocentric coordinates"""
 
-    def test_geodetic_to_geocentric_horz_single(self):
+        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
+                                                      lon_in=self.val['lon'],
+                                                      **kwargs)
+
+        assert np.all(abs(lat - target[0]) < 1.0e-6)
+        assert np.all(abs(lon - target[1]) < 1.0e-6)
+        assert np.all(abs(rad - target[2]) < 1.0e-6)
+        if isinstance(lat, np.ndarray):
+            assert lat.shape == self.val['lat'].shape
+            assert lon.shape == self.val['lat'].shape
+            assert rad.shape == self.val['lat'].shape
+
+    def test_geodetic_to_geocentric_and_back(self):
+        """Tests the reversibility of geodetic to geocentric conversions"""
+
+        lat2, lon2, rad = coords.geodetic_to_geocentric(self.val['lat'],
+                                                        lon_in=self.val['lon'],
+                                                        inverse=False)
+        lat3, lon3, rad = coords.geodetic_to_geocentric(lat2,
+                                                        lon_in=lon2,
+                                                        inverse=True)
+        assert np.all(abs(self.val['lat'] - lat3) < 1.0e-6)
+        assert np.all(abs(self.val['lon'] - lon3) < 1.0e-6)
+
+    @pytest.mark.parametrize("kwargs,target",
+                             [({}, [44.8075768, 8.0, 6367.48954386,
+                                    51.7037677, 62.8811403]),
+                              ({'inverse': False},
+                               [44.8075768, 8.0, 6367.48954386,
+                                51.7037677, 62.8811403]),
+                              ({'inverse': True},
+                               [45.1924232, 8.0, 6367.3459085,
+                                52.2989610, 63.1180720])])
+    def test_geodetic_to_geocentric_horizontal(self, kwargs, target):
         """Test conversion from geodetic to geocentric coordinates"""
 
         lat, lon, rad, az, el = \
             coords.geodetic_to_geocentric_horizontal(self.val['lat'],
                                                      self.val['lon'],
                                                      self.val['az'],
-                                                     self.val['el'])
+                                                     self.val['el'],
+                                                     **kwargs)
+
+        assert np.all(abs(lat - target[0]) < 1.0e-6)
+        assert np.all(abs(lon - target[1]) < 1.0e-6)
+        assert np.all(abs(rad - target[2]) < 1.0e-6)
+        assert np.all(abs(az - target[3]) < 1.0e-6)
+        assert np.all(abs(el - target[4]) < 1.0e-6)
+        if isinstance(lat, np.ndarray):
+            assert lat.shape == self.val['lat'].shape
+            assert lon.shape == self.val['lat'].shape
+            assert rad.shape == self.val['lat'].shape
+            assert az.shape == self.val['lat'].shape
+            assert el.shape == self.val['lat'].shape
+
+    def test_geodetic_to_geocentric_horizontal_and_back(self):
+        """Tests the reversibility of geodetic to geocentric horiz conversions
 
-        assert abs(lat - 44.807576784018046) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.489543863465) < 1.0e-6
-        assert abs(az - 51.70376774257361) < 1.0e-6
-        assert abs(el - 62.8811403841008) < 1.0e-6
+        Note:  inverse of az and el angles currently non-functional
 
-    def test_geocentric_to_geodetic_horz_single(self):
-        """Test conversion from geocentric to geodetic coordinates"""
+        """
 
-        lat, lon, rad, az, el = \
+        lat2, lon2, rad_e, az2, el2 = \
             coords.geodetic_to_geocentric_horizontal(self.val['lat'],
                                                      self.val['lon'],
                                                      self.val['az'],
                                                      self.val['el'],
-                                                     inverse=True)
-
-        assert abs(lat - 45.192423215981954) < 1.0e-6
-        assert abs(lon - 8.0) < 1.0e-6
-        assert abs(rad - 6367.345908499981) < 1.0e-6
-        assert abs(az - 52.29896101551479) < 1.0e-6
-        assert abs(el - 63.118072033649916) < 1.0e-6
-
-    def test_geodetic_to_geocentric_horz_mult(self):
-        """Test array conversion from geodetic to geocentric coordinates"""
-
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(self.arr['lat'],
-                                                     self.arr['lon'],
-                                                     self.arr['az'],
-                                                     self.arr['el'])
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert az.shape == self.arr['lat'].shape
-        assert el.shape == self.arr['lat'].shape
-        assert abs(lat - 44.807576784018046).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.489543863465).max() < 1.0e-6
-        assert abs(az - 51.70376774257361).max() < 1.0e-6
-        assert abs(el - 62.8811403841008).max() < 1.0e-6
-
-    def test_geocentric_to_geodetic_horz_mult(self):
-        """Test array conversion from geocentric to geodetic coordinates"""
-
-        lat, lon, rad, az, el = \
-            coords.geodetic_to_geocentric_horizontal(self.arr['lat'],
-                                                     self.arr['lon'],
-                                                     self.arr['az'],
-                                                     self.arr['el'],
-                                                     inverse=True)
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert az.shape == self.arr['lat'].shape
-        assert el.shape == self.arr['lat'].shape
-        assert abs(lat - 45.192423215981954).max() < 1.0e-6
-        assert abs(lon - 8.0).max() < 1.0e-6
-        assert abs(rad - 6367.345908499981).max() < 1.0e-6
-        assert abs(az - 52.29896101551479).max() < 1.0e-6
-        assert abs(el - 63.118072033649916).max() < 1.0e-6
-
-    def test_geodetic_to_geocentric_horizontal_inverse(self):
-        """Tests the reversibility of geodetic to geocentric horiz conversions
-
-        Note:  inverse of az and el angles currently non-functional"""
-
-        lat1 = -17.5
-        lon1 = 187.3
-        az1 = 52.0
-        el1 = 63.0
-        lat2, lon2, rad_e, az2, el2 = \
-            coords.geodetic_to_geocentric_horizontal(lat1, lon1, az1, el1,
                                                      inverse=False)
         lat3, lon3, rad_e, az3, el3 = \
             coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
                                                      inverse=True)
 
-        assert abs(lon1 - lon3) < 1.0e-6
-        assert abs(lat1 - lat3) < 1.0e-6
-        assert abs(az1 - az3) < 1.0e-6
-        assert abs(el1 - el3) < 1.0e-6
+        assert np.all(abs(self.val['lon'] - lon3) < 1.0e-6)
+        assert np.all(abs(self.val['lat'] - lat3) < 1.0e-6)
+        assert np.all(abs(self.val['az'] - az3) < 1.0e-6)
+        assert np.all(abs(self.val['el'] - el3) < 1.0e-6)
 
 
-class TestSphereCart():
+class TestGeodeticGeocentricArray(TestGeodeticGeocentric):
 
     def setup(self):
         """Runs before every method to create a clean testing setup."""
         arr = np.ones(shape=(10,), dtype=float)
-        self.val = {'az': 45.0, 'el': 30.0, 'r': 1.0,
-                    'x': 0.6123724356957946, 'z': 0.5}
-        self.arr = {}
-        for key in self.val.keys():
-            self.arr[key] = self.val[key] * arr
+        self.val = {'lat': 45.0 * arr,
+                    'lon': 8.0 * arr,
+                    'az': 52.0 * arr,
+                    'el': 63.0 * arr}
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val, self.arr,
-
-    def test_spherical_to_cartesian_single(self):
-        """Test conversion from spherical to cartesian coordinates"""
-
-        x, y, z = coords.spherical_to_cartesian(self.val['az'],
-                                                self.val['el'],
-                                                self.val['r'])
-
-        assert abs(x - y) < 1.0e-6
-        assert abs(z - 0.5) < 1.0e-6
+        del self.val
 
-    def test_cartesian_to_spherical_single(self):
-        """Test conversion from cartesian to spherical coordinates"""
 
-        az, el, r = coords.spherical_to_cartesian(self.val['x'], self.val['x'],
-                                                  self.val['z'], inverse=True)
+class TestSphereCartesian():
 
-        assert abs(az - 45.0) < 1.0e-6
-        assert abs(el - 30.0) < 1.0e-6
-        assert abs(r - 1.0) < 1.0e-6
-
-    def test_spherical_to_cartesian_mult(self):
-        """Test array conversion from spherical to cartesian coordinates"""
-
-        x, y, z = coords.spherical_to_cartesian(self.arr['az'],
-                                                self.arr['el'],
-                                                self.arr['r'])
-
-        assert x.shape == self.arr['x'].shape
-        assert y.shape == self.arr['x'].shape
-        assert z.shape == self.arr['x'].shape
-        assert abs(x - y).max() < 1.0e-6
-        assert abs(z - 0.5).max() < 1.0e-6
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        self.val = {'az': 45.0, 'el': 30.0, 'r': 1.0,
+                    'x': 0.6123724356957946, 'z': 0.5}
 
-    def test_cartesian_to_spherical_mult(self):
-        """Test array conversion from cartesian to spherical coordinates"""
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val
+
+    @pytest.mark.parametrize("kwargs,input,target",
+                             [({}, ['az', 'el', 'r'],
+                               ['x', 'x', 'z']),
+                              ({'inverse': False},  ['az', 'el', 'r'],
+                               ['x', 'x', 'z']),
+                              ({'inverse': True}, ['x', 'x', 'z'],
+                               ['az', 'el', 'r'])])
+    def test_spherical_to_cartesian(self, kwargs, input, target):
+        """Test conversion from spherical to cartesian coordinates"""
 
-        az, el, r = coords.spherical_to_cartesian(self.arr['x'],
-                                                  self.arr['x'],
-                                                  self.arr['z'],
-                                                  inverse=True)
+        a, b, c = coords.spherical_to_cartesian(self.val[input[0]],
+                                                self.val[input[1]],
+                                                self.val[input[2]],
+                                                **kwargs)
 
-        assert az.shape == self.arr['x'].shape
-        assert el.shape == self.arr['x'].shape
-        assert r.shape == self.arr['x'].shape
-        assert abs(az - 45.0).max() < 1.0e-6
-        assert abs(el - 30.0).max() < 1.0e-6
-        assert abs(r - 1.0).max() < 1.0e-6
+        assert np.all(abs(a - self.val[target[0]]) < 1.0e-6)
+        assert np.all(abs(b - self.val[target[1]]) < 1.0e-6)
+        assert np.all(abs(c - self.val[target[2]]) < 1.0e-6)
+        if isinstance(self.val['az'], np.ndarray):
+            assert a.shape == self.val['x'].shape
+            assert b.shape == self.val['x'].shape
+            assert c.shape == self.val['x'].shape
 
-    def test_spherical_to_cartesian_inverse(self):
+    def test_spherical_to_cartesian_and_back(self):
         """Tests the reversibility of spherical to cartesian conversions"""
 
-        x1 = 3000.0
-        y1 = 2000.0
-        z1 = 2500.0
-        az, el, r = coords.spherical_to_cartesian(x1, y1, z1,
+        az, el, r = coords.spherical_to_cartesian(self.val['x'],
+                                                  self.val['x'],
+                                                  self.val['z'],
                                                   inverse=True)
         x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
                                                    inverse=False)
 
-        assert abs(x1 - x2) < 1.0e-6
-        assert abs(y1 - y2) < 1.0e-6
-        assert abs(z1 - z2) < 1.0e-6
+        assert np.all(abs(self.val['x'] - x2) < 1.0e-6)
+        assert np.all(abs(self.val['x'] - y2) < 1.0e-6)
+        assert np.all(abs(self.val['z'] - z2) < 1.0e-6)
+
 
+class TestSphereCartesianArray(TestSphereCartesian):
+
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'az': 45.0 * arr, 'el': 30.0 * arr, 'r': 1.0 * arr,
+                    'x': 0.6123724356957946 * arr, 'z': 0.5 * arr}
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val
 
-########################################
-# Global / Local Cartesian conversions
 
 class TestGlobalLocal():
 
     def setup(self):
         """Runs before every method to create a clean testing setup."""
-        arr = np.ones(shape=(10,), dtype=float)
         self.val = {'x': 7000.0, 'y': 8000.0, 'z': 9000.0,
                     'lat': 37.5, 'lon': 289.0, 'rad': 6380.0}
-        self.arr = {}
-        for key in self.val.keys():
-            self.arr[key] = self.val[key] * arr
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val, self.arr,
-
-    def test_global_to_local_cartesian_single(self):
+        del self.val
+
+    @pytest.mark.parametrize("kwargs,target",
+                             [({},
+                               [-9223.1752649, -2239.8352784, 11323.1268511]),
+                              ({'inverse': False},
+                               [-9223.1752649, -2239.8352784, 11323.1268511]),
+                              ({'inverse': True},
+                               [-5709.804677, -4918.397556, 15709.5775005])])
+    def test_global_to_local_cartesian(self, kwargs, target):
         """Test conversion from global to local cartesian coordinates"""
 
         x, y, z = coords.global_to_local_cartesian(self.val['x'],
@@ -266,63 +208,18 @@ def test_global_to_local_cartesian_single(self):
                                                    self.val['z'],
                                                    self.val['lat'],
                                                    self.val['lon'],
-                                                   self.val['rad'])
-
-        assert abs(x + 9223.175264852474) < 1.0e-6
-        assert abs(y + 2239.835278362686) < 1.0e-6
-        assert abs(z - 11323.126851088331) < 1.0e-6
+                                                   self.val['rad'],
+                                                   **kwargs)
 
-    def test_local_cartesian_to_global_single(self):
-        """Test conversion from local cartesian to global coordinates"""
+        assert np.all(abs(x - target[0]) < 1.0e-6)
+        assert np.all(abs(y - target[1]) < 1.0e-6)
+        assert np.all(abs(z - target[2]) < 1.0e-6)
+        if isinstance(self.val['x'], np.ndarray):
+            assert x.shape == self.val['x'].shape
+            assert y.shape == self.val['x'].shape
+            assert z.shape == self.val['x'].shape
 
-        x, y, z = coords.global_to_local_cartesian(self.val['x'],
-                                                   self.val['y'],
-                                                   self.val['z'],
-                                                   self.val['lat'],
-                                                   self.val['lon'],
-                                                   self.val['rad'],
-                                                   inverse=True)
-
-        assert abs(x + 5709.804676635975) < 1.0e-6
-        assert abs(y + 4918.397556010223) < 1.0e-6
-        assert abs(z - 15709.577500484005) < 1.0e-6
-
-    def test_global_to_local_cartesian_mult(self):
-        """Test array conversion from global to local cartesian coordinates"""
-
-        x, y, z = coords.global_to_local_cartesian(self.arr['x'],
-                                                   self.arr['y'],
-                                                   self.arr['z'],
-                                                   self.arr['lat'],
-                                                   self.arr['lon'],
-                                                   self.arr['rad'])
-
-        assert x.shape == self.arr['x'].shape
-        assert y.shape == self.arr['x'].shape
-        assert z.shape == self.arr['x'].shape
-        assert abs(x + 9223.175264852474).max() < 1.0e-6
-        assert abs(y + 2239.835278362686).max() < 1.0e-6
-        assert abs(z - 11323.126851088331).max() < 1.0e-6
-
-    def test_local_cartesian_to_global_mult(self):
-        """Test array conversion from local cartesian to global coordinates"""
-
-        x, y, z = coords.global_to_local_cartesian(self.arr['x'],
-                                                   self.arr['y'],
-                                                   self.arr['z'],
-                                                   self.arr['lat'],
-                                                   self.arr['lon'],
-                                                   self.arr['rad'],
-                                                   inverse=True)
-
-        assert x.shape == self.arr['x'].shape
-        assert y.shape == self.arr['x'].shape
-        assert z.shape == self.arr['x'].shape
-        assert abs(x + 5709.804676635975).max() < 1.0e-6
-        assert abs(y + 4918.397556010223).max() < 1.0e-6
-        assert abs(z - 15709.577500484005).max() < 1.0e-6
-
-    def test_global_to_local_cartesian_inverse(self):
+    def test_global_to_local_cartesian_and_back(self):
         """Tests the reversibility of the global to loc cartesian transform"""
 
         x2, y2, z2 = coords.global_to_local_cartesian(self.val['x'],
@@ -337,43 +234,43 @@ def test_global_to_local_cartesian_inverse(self):
                                                       self.val['lon'],
                                                       self.val['rad'],
                                                       inverse=True)
-        assert abs(self.val['x'] - x3) < 1.0e-6
-        assert abs(self.val['y'] - y3) < 1.0e-6
-        assert abs(self.val['z'] - z3) < 1.0e-6
+        assert np.all(abs(self.val['x'] - x3) < 1.0e-6)
+        assert np.all(abs(self.val['y'] - y3) < 1.0e-6)
+        assert np.all(abs(self.val['z'] - z3) < 1.0e-6)
 
 
-class TestLocalHorzGlobal():
-    """Tests for local horizontal to global geo and back """
+class TestGlobalLocalArray(TestGlobalLocal):
 
     def setup(self):
         """Runs before every method to create a clean testing setup."""
         arr = np.ones(shape=(10,), dtype=float)
-        self.val = {'az': 30.0, 'el': 45.0, 'dist': 1000.0,
-                    'lat': 45.0, 'lon': 0.0, 'alt': 400.0}
-        self.arr = {}
-        for key in self.val.keys():
-            self.arr[key] = self.val[key] * arr
+        self.val = {'x': 7000.0 * arr, 'y': 8000.0 * arr, 'z': 9000.0 * arr,
+                    'lat': 37.5 * arr, 'lon': 289.0 * arr, 'rad': 6380.0 * arr}
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val, self.arr,
+        del self.val
 
-    def test_local_horizontal_to_global_geo_geodetic(self):
-        """Tests the conversion of the local horizontal to global geo"""
 
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(self.val['az'],
-                                                  self.val['el'],
-                                                  self.val['dist'],
-                                                  self.val['lat'],
-                                                  self.val['lon'],
-                                                  self.val['alt'])
+class TestLocalHorizontalGlobal():
+    """Tests for local horizontal to global geo and back """
 
-        assert abs(lat - 50.419037572472625) < 1.0e-6
-        assert abs(lon + 7.694008395350697) < 1.0e-6
-        assert abs(rad - 7172.15486518744) < 1.0e-6
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        self.val = {'az': 30.0, 'el': 45.0, 'dist': 1000.0,
+                    'lat': 45.0, 'lon': 0.0, 'alt': 400.0}
 
-    def test_local_horizontal_to_global_geo(self):
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val
+
+    @pytest.mark.parametrize("kwargs,target",
+                             [({}, [50.4190376, -7.6940084, 7172.1548652]),
+                              ({'geodetic': True},
+                               [50.4190376, -7.6940084, 7172.1548652]),
+                              ({'geodetic': False},
+                               [50.4143159, -7.6855552, 7185.6983666])])
+    def test_local_horizontal_to_global_geo(self, kwargs, target):
         """Tests the conversion of the local horizontal to global geo"""
 
         lat, lon, rad = \
@@ -383,45 +280,26 @@ def test_local_horizontal_to_global_geo(self):
                                                   self.val['lat'],
                                                   self.val['lon'],
                                                   self.val['alt'],
-                                                  geodetic=False)
+                                                  **kwargs)
 
-        assert abs(lat - 50.414315865044202) < 1.0e-6
-        assert abs(lon + 7.6855551809119502) < 1.0e-6
-        assert abs(rad - 7185.6983665760772) < 1.0e-6
+        assert np.all(abs(lat - target[0]) < 1.0e-6)
+        assert np.all(abs(lon - target[1]) < 1.0e-6)
+        assert np.all(abs(rad - target[2]) < 1.0e-6)
+        if isinstance(self.val['lat'], np.ndarray):
+            assert lat.shape == self.val['lat'].shape
+            assert lon.shape == self.val['lat'].shape
+            assert rad.shape == self.val['lat'].shape
 
-    def test_local_horizontal_to_global_geo_geodetic_mult(self):
-        """Tests the conversion of the local horizontal to global geo"""
 
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(self.arr['az'],
-                                                  self.arr['el'],
-                                                  self.arr['dist'],
-                                                  self.arr['lat'],
-                                                  self.arr['lon'],
-                                                  self.arr['alt'])
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert abs(lat - 50.419037572472625).max() < 1.0e-6
-        assert abs(lon + 7.694008395350697).max() < 1.0e-6
-        assert abs(rad - 7172.15486518744).max() < 1.0e-6
-
-    def test_local_horizontal_to_global_geo_mult(self):
-        """Tests the conversion of the local horizontal to global geo"""
+class TestLocalHorizontalGlobalArray(TestLocalHorizontalGlobal):
+    """Tests for local horizontal to global geo and back """
 
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(self.arr['az'],
-                                                  self.arr['el'],
-                                                  self.arr['dist'],
-                                                  self.arr['lat'],
-                                                  self.arr['lon'],
-                                                  self.arr['alt'],
-                                                  geodetic=False)
-
-        assert lat.shape == self.arr['lat'].shape
-        assert lon.shape == self.arr['lat'].shape
-        assert rad.shape == self.arr['lat'].shape
-        assert abs(lat - 50.414315865044202).max() < 1.0e-6
-        assert abs(lon + 7.6855551809119502).max() < 1.0e-6
-        assert abs(rad - 7185.6983665760772).max() < 1.0e-6
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        arr = np.ones(shape=(10,), dtype=float)
+        self.val = {'az': 30.0 * arr, 'el': 45.0 * arr, 'dist': 1000.0 * arr,
+                    'lat': 45.0 * arr, 'lon': 0.0 * arr, 'alt': 400.0 * arr}
+
+    def teardown(self):
+        """Runs after every method to clean up previous testing."""
+        del self.val

From 3281bf36ca90eefa2a72ba9e861d411dbd4d28c5 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 15 Aug 2020 14:50:41 -0400
Subject: [PATCH 074/231] STY: use x and y

---
 pysatMadrigal/tests/test_utils_coords.py | 18 +++++++++++-------
 1 file changed, 11 insertions(+), 7 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 95d8ab9..7a8c8a3 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -125,7 +125,9 @@ class TestSphereCartesian():
     def setup(self):
         """Runs before every method to create a clean testing setup."""
         self.val = {'az': 45.0, 'el': 30.0, 'r': 1.0,
-                    'x': 0.6123724356957946, 'z': 0.5}
+                    'x': 0.6123724356957946,
+                    'y': 0.6123724356957946,
+                    'z': 0.5}
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
@@ -133,10 +135,10 @@ def teardown(self):
 
     @pytest.mark.parametrize("kwargs,input,target",
                              [({}, ['az', 'el', 'r'],
-                               ['x', 'x', 'z']),
+                               ['x', 'y', 'z']),
                               ({'inverse': False},  ['az', 'el', 'r'],
-                               ['x', 'x', 'z']),
-                              ({'inverse': True}, ['x', 'x', 'z'],
+                               ['x', 'y', 'z']),
+                              ({'inverse': True}, ['x', 'y', 'z'],
                                ['az', 'el', 'r'])])
     def test_spherical_to_cartesian(self, kwargs, input, target):
         """Test conversion from spherical to cartesian coordinates"""
@@ -158,14 +160,14 @@ def test_spherical_to_cartesian_and_back(self):
         """Tests the reversibility of spherical to cartesian conversions"""
 
         az, el, r = coords.spherical_to_cartesian(self.val['x'],
-                                                  self.val['x'],
+                                                  self.val['y'],
                                                   self.val['z'],
                                                   inverse=True)
         x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
                                                    inverse=False)
 
         assert np.all(abs(self.val['x'] - x2) < 1.0e-6)
-        assert np.all(abs(self.val['x'] - y2) < 1.0e-6)
+        assert np.all(abs(self.val['y'] - y2) < 1.0e-6)
         assert np.all(abs(self.val['z'] - z2) < 1.0e-6)
 
 
@@ -175,7 +177,9 @@ def setup(self):
         """Runs before every method to create a clean testing setup."""
         arr = np.ones(shape=(10,), dtype=float)
         self.val = {'az': 45.0 * arr, 'el': 30.0 * arr, 'r': 1.0 * arr,
-                    'x': 0.6123724356957946 * arr, 'z': 0.5 * arr}
+                    'x': 0.6123724356957946 * arr,
+                    'y': 0.6123724356957946 * arr,
+                    'z': 0.5 * arr}
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""

From 8cf12dffb69c1682c39c736093ecbc77faa52d59 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 15 Aug 2020 18:51:49 -0400
Subject: [PATCH 075/231] STY: whitespace

---
 pysatMadrigal/tests/test_utils_coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 7a8c8a3..f88a842 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -136,7 +136,7 @@ def teardown(self):
     @pytest.mark.parametrize("kwargs,input,target",
                              [({}, ['az', 'el', 'r'],
                                ['x', 'y', 'z']),
-                              ({'inverse': False},  ['az', 'el', 'r'],
+                              ({'inverse': False}, ['az', 'el', 'r'],
                                ['x', 'y', 'z']),
                               ({'inverse': True}, ['x', 'y', 'z'],
                                ['az', 'el', 'r'])])

From 06ababedc265da163482bd78a6465c45f19a9c40 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Sat, 15 Aug 2020 18:58:49 -0400
Subject: [PATCH 076/231] MAINT: update standards for refs and ackn

---
 pysatMadrigal/instruments/dmsp_ivm.py | 14 +++++++-------
 pysatMadrigal/instruments/jro_isr.py  |  4 ++--
 2 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 012de9d..21df6ed 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -125,13 +125,13 @@ def init(self):
     """
 
     logger.info(mad_meth.cedar_rules())
-    self.meta.acknowledgements = mad_meth.cedar_rules()
-    self.meta.references = ' '.join(('F. J. Rich, Users Guide for the Topside',
-                                     'Ionospheric Plasma Monitor (SSIES,',
-                                     'SSIES-2 and SSIES-3) on Spacecraft of',
-                                     'the Defense Meteorological Satellite',
-                                     'Program (Air Force Phillips Laboratory,',
-                                     'Hanscom AFB, MA, 1994), Vol. 1, p. 25.'))
+    self.acknowledgements = mad_meth.cedar_rules()
+    self.references = ' '.join(('F. J. Rich, Users Guide for the Topside',
+                                'Ionospheric Plasma Monitor (SSIES,',
+                                'SSIES-2 and SSIES-3) on Spacecraft of',
+                                'the Defense Meteorological Satellite',
+                                'Program (Air Force Phillips Laboratory,',
+                                'Hanscom AFB, MA, 1994), Vol. 1, p. 25.'))
     return
 
 
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 639fb38..149be12 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -116,8 +116,8 @@ def init(self):
                          mad_meth.cedar_rules()])
 
     logger.info(ackn_str)
-    self.meta.acknowledgements = ackn_str
-    self.meta.references = "?"
+    self.acknowledgements = ackn_str
+    self.references = "?"
 
     return
 

From 7d43205643d94069518b21c0aa59ef3fdc30dc06 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Mon, 17 Aug 2020 08:18:59 -0400
Subject: [PATCH 077/231] STY: more meta units label

Generalized second instance of units label in metadata.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/gnss_tec.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 31e8a38..b3820ba 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -192,7 +192,7 @@ def load(fnames, tag=None, sat_id=None):
     # Fix the units for tec and dtec
     if tag == 'vtec':
         meta['tec'] = {meta.units_label: 'TECU'}
-        meta['dtec'] = {'units': 'TECU'}
+        meta['dtec'] = {meta.units_label: 'TECU'}
 
     return data, meta
 

From 9e6cff920ed5eb047b939c27bc8bd1273cb0e001 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 17 Aug 2020 09:30:22 -0400
Subject: [PATCH 078/231] STY: minimize local variables in tests

Co-authored-by: Angeline Burrell <aburrell@users.noreply.github.com>
---
 pysatMadrigal/tests/test_utils_coords.py | 56 ++++++++++--------------
 1 file changed, 24 insertions(+), 32 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index f88a842..6b1ef40 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -13,10 +13,12 @@ class TestGeodeticGeocentric():
     def setup(self):
         """Runs before every method to create a clean testing setup."""
         self.val = {'lat': 45.0, 'lon': 8.0, 'az': 52.0, 'el': 63.0}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
     @pytest.mark.parametrize("kwargs,target",
                              [({}, [44.8075768, 8.0, 6367.48954386]),
@@ -31,25 +33,22 @@ def test_geodetic_to_geocentric(self, kwargs, target):
                                                       lon_in=self.val['lon'],
                                                       **kwargs)
 
-        assert np.all(abs(lat - target[0]) < 1.0e-6)
-        assert np.all(abs(lon - target[1]) < 1.0e-6)
-        assert np.all(abs(rad - target[2]) < 1.0e-6)
-        if isinstance(lat, np.ndarray):
-            assert lat.shape == self.val['lat'].shape
-            assert lon.shape == self.val['lat'].shape
-            assert rad.shape == self.val['lat'].shape
+        for i, self.loc in enumerate(self.out):
+            assert np.all(abs(self.loc - target[i]) < 1.0e-6)
+            if isinstance(self.loc, np.ndarray):
+                assert self.loc.shape == self.val['lat'].shape
 
     def test_geodetic_to_geocentric_and_back(self):
         """Tests the reversibility of geodetic to geocentric conversions"""
 
-        lat2, lon2, rad = coords.geodetic_to_geocentric(self.val['lat'],
+        self.out = coords.geodetic_to_geocentric(self.val['lat'],
                                                         lon_in=self.val['lon'],
                                                         inverse=False)
-        lat3, lon3, rad = coords.geodetic_to_geocentric(lat2,
-                                                        lon_in=lon2,
+        self.loc = coords.geodetic_to_geocentric(self.out[0],
+                                                        lon_in=self.out[1],
                                                         inverse=True)
-        assert np.all(abs(self.val['lat'] - lat3) < 1.0e-6)
-        assert np.all(abs(self.val['lon'] - lon3) < 1.0e-6)
+        assert np.all(abs(self.val['lat'] - self.loc[0]) < 1.0e-6)
+        assert np.all(abs(self.val['lon'] - self.loc[1]) < 1.0e-6)
 
     @pytest.mark.parametrize("kwargs,target",
                              [({}, [44.8075768, 8.0, 6367.48954386,
@@ -63,24 +62,17 @@ def test_geodetic_to_geocentric_and_back(self):
     def test_geodetic_to_geocentric_horizontal(self, kwargs, target):
         """Test conversion from geodetic to geocentric coordinates"""
 
-        lat, lon, rad, az, el = \
+        self.out = \
             coords.geodetic_to_geocentric_horizontal(self.val['lat'],
                                                      self.val['lon'],
                                                      self.val['az'],
                                                      self.val['el'],
                                                      **kwargs)
 
-        assert np.all(abs(lat - target[0]) < 1.0e-6)
-        assert np.all(abs(lon - target[1]) < 1.0e-6)
-        assert np.all(abs(rad - target[2]) < 1.0e-6)
-        assert np.all(abs(az - target[3]) < 1.0e-6)
-        assert np.all(abs(el - target[4]) < 1.0e-6)
-        if isinstance(lat, np.ndarray):
-            assert lat.shape == self.val['lat'].shape
-            assert lon.shape == self.val['lat'].shape
-            assert rad.shape == self.val['lat'].shape
-            assert az.shape == self.val['lat'].shape
-            assert el.shape == self.val['lat'].shape
+        for i, self.loc in enumerate(self.out):
+            assert np.all(abs(self.loc - target[i]) < 1.0e-6)
+            if isinstance(self.loc, np.ndarray):
+                assert self.loc.shape == self.val['lat'].shape
 
     def test_geodetic_to_geocentric_horizontal_and_back(self):
         """Tests the reversibility of geodetic to geocentric horiz conversions
@@ -89,20 +81,20 @@ def test_geodetic_to_geocentric_horizontal_and_back(self):
 
         """
 
-        lat2, lon2, rad_e, az2, el2 = \
+        self.out = \
             coords.geodetic_to_geocentric_horizontal(self.val['lat'],
                                                      self.val['lon'],
                                                      self.val['az'],
                                                      self.val['el'],
                                                      inverse=False)
-        lat3, lon3, rad_e, az3, el3 = \
-            coords.geodetic_to_geocentric_horizontal(lat2, lon2, az2, el2,
+        self.loc = \
+            coords.geodetic_to_geocentric_horizontal(self.out[0], self.out[1], self.out[3], self.out[4],
                                                      inverse=True)
 
-        assert np.all(abs(self.val['lon'] - lon3) < 1.0e-6)
-        assert np.all(abs(self.val['lat'] - lat3) < 1.0e-6)
-        assert np.all(abs(self.val['az'] - az3) < 1.0e-6)
-        assert np.all(abs(self.val['el'] - el3) < 1.0e-6)
+        assert np.all(abs(self.val['lon'] - self.loc[1]) < 1.0e-6)
+        assert np.all(abs(self.val['lat'] - self.loc[0]) < 1.0e-6)
+        assert np.all(abs(self.val['az'] - self.loc[3]) < 1.0e-6)
+        assert np.all(abs(self.val['el'] - self.loc[4]) < 1.0e-6)
 
 
 class TestGeodeticGeocentricArray(TestGeodeticGeocentric):

From 91a8cd236f1da35051e1cdd2338c27953584feb8 Mon Sep 17 00:00:00 2001
From: jklenzing <jklenzing@gmail.com>
Date: Mon, 17 Aug 2020 10:00:31 -0400
Subject: [PATCH 079/231] STY: compact tests

---
 pysatMadrigal/tests/test_utils_coords.py | 193 ++++++++++++-----------
 1 file changed, 98 insertions(+), 95 deletions(-)

diff --git a/pysatMadrigal/tests/test_utils_coords.py b/pysatMadrigal/tests/test_utils_coords.py
index 6b1ef40..4b2549e 100644
--- a/pysatMadrigal/tests/test_utils_coords.py
+++ b/pysatMadrigal/tests/test_utils_coords.py
@@ -29,9 +29,9 @@ def teardown(self):
     def test_geodetic_to_geocentric(self, kwargs, target):
         """Test conversion from geodetic to geocentric coordinates"""
 
-        lat, lon, rad = coords.geodetic_to_geocentric(self.val['lat'],
-                                                      lon_in=self.val['lon'],
-                                                      **kwargs)
+        self.out = coords.geodetic_to_geocentric(self.val['lat'],
+                                                 lon_in=self.val['lon'],
+                                                 **kwargs)
 
         for i, self.loc in enumerate(self.out):
             assert np.all(abs(self.loc - target[i]) < 1.0e-6)
@@ -42,11 +42,11 @@ def test_geodetic_to_geocentric_and_back(self):
         """Tests the reversibility of geodetic to geocentric conversions"""
 
         self.out = coords.geodetic_to_geocentric(self.val['lat'],
-                                                        lon_in=self.val['lon'],
-                                                        inverse=False)
+                                                 lon_in=self.val['lon'],
+                                                 inverse=False)
         self.loc = coords.geodetic_to_geocentric(self.out[0],
-                                                        lon_in=self.out[1],
-                                                        inverse=True)
+                                                 lon_in=self.out[1],
+                                                 inverse=True)
         assert np.all(abs(self.val['lat'] - self.loc[0]) < 1.0e-6)
         assert np.all(abs(self.val['lon'] - self.loc[1]) < 1.0e-6)
 
@@ -62,12 +62,11 @@ def test_geodetic_to_geocentric_and_back(self):
     def test_geodetic_to_geocentric_horizontal(self, kwargs, target):
         """Test conversion from geodetic to geocentric coordinates"""
 
-        self.out = \
-            coords.geodetic_to_geocentric_horizontal(self.val['lat'],
-                                                     self.val['lon'],
-                                                     self.val['az'],
-                                                     self.val['el'],
-                                                     **kwargs)
+        self.out = coords.geodetic_to_geocentric_horizontal(self.val['lat'],
+                                                            self.val['lon'],
+                                                            self.val['az'],
+                                                            self.val['el'],
+                                                            **kwargs)
 
         for i, self.loc in enumerate(self.out):
             assert np.all(abs(self.loc - target[i]) < 1.0e-6)
@@ -81,18 +80,19 @@ def test_geodetic_to_geocentric_horizontal_and_back(self):
 
         """
 
-        self.out = \
-            coords.geodetic_to_geocentric_horizontal(self.val['lat'],
-                                                     self.val['lon'],
-                                                     self.val['az'],
-                                                     self.val['el'],
-                                                     inverse=False)
-        self.loc = \
-            coords.geodetic_to_geocentric_horizontal(self.out[0], self.out[1], self.out[3], self.out[4],
-                                                     inverse=True)
+        self.out = coords.geodetic_to_geocentric_horizontal(self.val['lat'],
+                                                            self.val['lon'],
+                                                            self.val['az'],
+                                                            self.val['el'],
+                                                            inverse=False)
+        self.loc = coords.geodetic_to_geocentric_horizontal(self.out[0],
+                                                            self.out[1],
+                                                            self.out[3],
+                                                            self.out[4],
+                                                            inverse=True)
 
-        assert np.all(abs(self.val['lon'] - self.loc[1]) < 1.0e-6)
         assert np.all(abs(self.val['lat'] - self.loc[0]) < 1.0e-6)
+        assert np.all(abs(self.val['lon'] - self.loc[1]) < 1.0e-6)
         assert np.all(abs(self.val['az'] - self.loc[3]) < 1.0e-6)
         assert np.all(abs(self.val['el'] - self.loc[4]) < 1.0e-6)
 
@@ -106,10 +106,12 @@ def setup(self):
                     'lon': 8.0 * arr,
                     'az': 52.0 * arr,
                     'el': 63.0 * arr}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
 
 class TestSphereCartesian():
@@ -120,10 +122,12 @@ def setup(self):
                     'x': 0.6123724356957946,
                     'y': 0.6123724356957946,
                     'z': 0.5}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
     @pytest.mark.parametrize("kwargs,input,target",
                              [({}, ['az', 'el', 'r'],
@@ -135,32 +139,27 @@ def teardown(self):
     def test_spherical_to_cartesian(self, kwargs, input, target):
         """Test conversion from spherical to cartesian coordinates"""
 
-        a, b, c = coords.spherical_to_cartesian(self.val[input[0]],
-                                                self.val[input[1]],
-                                                self.val[input[2]],
-                                                **kwargs)
+        self.out = coords.spherical_to_cartesian(self.val[input[0]],
+                                                 self.val[input[1]],
+                                                 self.val[input[2]],
+                                                 **kwargs)
 
-        assert np.all(abs(a - self.val[target[0]]) < 1.0e-6)
-        assert np.all(abs(b - self.val[target[1]]) < 1.0e-6)
-        assert np.all(abs(c - self.val[target[2]]) < 1.0e-6)
-        if isinstance(self.val['az'], np.ndarray):
-            assert a.shape == self.val['x'].shape
-            assert b.shape == self.val['x'].shape
-            assert c.shape == self.val['x'].shape
+        for i, self.loc in enumerate(self.out):
+            assert np.all(abs(self.loc - self.val[target[i]]) < 1.0e-6)
+            if isinstance(self.loc, np.ndarray):
+                assert self.loc.shape == self.val[input[0]].shape
 
     def test_spherical_to_cartesian_and_back(self):
         """Tests the reversibility of spherical to cartesian conversions"""
 
-        az, el, r = coords.spherical_to_cartesian(self.val['x'],
-                                                  self.val['y'],
-                                                  self.val['z'],
-                                                  inverse=True)
-        x2, y2, z2 = coords.spherical_to_cartesian(az, el, r,
-                                                   inverse=False)
+        self.out = coords.spherical_to_cartesian(self.val['x'], self.val['y'],
+                                                 self.val['z'], inverse=True)
+        self.out = coords.spherical_to_cartesian(self.out[0], self.out[1],
+                                                 self.out[2], inverse=False)
 
-        assert np.all(abs(self.val['x'] - x2) < 1.0e-6)
-        assert np.all(abs(self.val['y'] - y2) < 1.0e-6)
-        assert np.all(abs(self.val['z'] - z2) < 1.0e-6)
+        assert np.all(abs(self.val['x'] - self.out[0]) < 1.0e-6)
+        assert np.all(abs(self.val['y'] - self.out[1]) < 1.0e-6)
+        assert np.all(abs(self.val['z'] - self.out[2]) < 1.0e-6)
 
 
 class TestSphereCartesianArray(TestSphereCartesian):
@@ -172,10 +171,12 @@ def setup(self):
                     'x': 0.6123724356957946 * arr,
                     'y': 0.6123724356957946 * arr,
                     'z': 0.5 * arr}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
 
 class TestGlobalLocal():
@@ -184,10 +185,12 @@ def setup(self):
         """Runs before every method to create a clean testing setup."""
         self.val = {'x': 7000.0, 'y': 8000.0, 'z': 9000.0,
                     'lat': 37.5, 'lon': 289.0, 'rad': 6380.0}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
     @pytest.mark.parametrize("kwargs,target",
                              [({},
@@ -199,40 +202,38 @@ def teardown(self):
     def test_global_to_local_cartesian(self, kwargs, target):
         """Test conversion from global to local cartesian coordinates"""
 
-        x, y, z = coords.global_to_local_cartesian(self.val['x'],
-                                                   self.val['y'],
-                                                   self.val['z'],
-                                                   self.val['lat'],
-                                                   self.val['lon'],
-                                                   self.val['rad'],
-                                                   **kwargs)
-
-        assert np.all(abs(x - target[0]) < 1.0e-6)
-        assert np.all(abs(y - target[1]) < 1.0e-6)
-        assert np.all(abs(z - target[2]) < 1.0e-6)
-        if isinstance(self.val['x'], np.ndarray):
-            assert x.shape == self.val['x'].shape
-            assert y.shape == self.val['x'].shape
-            assert z.shape == self.val['x'].shape
+        self.out = coords.global_to_local_cartesian(self.val['x'],
+                                                    self.val['y'],
+                                                    self.val['z'],
+                                                    self.val['lat'],
+                                                    self.val['lon'],
+                                                    self.val['rad'],
+                                                    **kwargs)
+
+        for i, self.loc in enumerate(self.out):
+            assert np.all(abs(self.loc - target[i]) < 1.0e-6)
+            if isinstance(self.loc, np.ndarray):
+                assert self.loc.shape == self.val['x'].shape
 
     def test_global_to_local_cartesian_and_back(self):
         """Tests the reversibility of the global to loc cartesian transform"""
 
-        x2, y2, z2 = coords.global_to_local_cartesian(self.val['x'],
-                                                      self.val['y'],
-                                                      self.val['z'],
-                                                      self.val['lat'],
-                                                      self.val['lon'],
-                                                      self.val['rad'],
-                                                      inverse=False)
-        x3, y3, z3 = coords.global_to_local_cartesian(x2, y2, z2,
-                                                      self.val['lat'],
-                                                      self.val['lon'],
-                                                      self.val['rad'],
-                                                      inverse=True)
-        assert np.all(abs(self.val['x'] - x3) < 1.0e-6)
-        assert np.all(abs(self.val['y'] - y3) < 1.0e-6)
-        assert np.all(abs(self.val['z'] - z3) < 1.0e-6)
+        self.out = coords.global_to_local_cartesian(self.val['x'],
+                                                    self.val['y'],
+                                                    self.val['z'],
+                                                    self.val['lat'],
+                                                    self.val['lon'],
+                                                    self.val['rad'],
+                                                    inverse=False)
+        self.out = coords.global_to_local_cartesian(self.out[0], self.out[1],
+                                                    self.out[2],
+                                                    self.val['lat'],
+                                                    self.val['lon'],
+                                                    self.val['rad'],
+                                                    inverse=True)
+        assert np.all(abs(self.val['x'] - self.out[0]) < 1.0e-6)
+        assert np.all(abs(self.val['y'] - self.out[1]) < 1.0e-6)
+        assert np.all(abs(self.val['z'] - self.out[2]) < 1.0e-6)
 
 
 class TestGlobalLocalArray(TestGlobalLocal):
@@ -242,10 +243,12 @@ def setup(self):
         arr = np.ones(shape=(10,), dtype=float)
         self.val = {'x': 7000.0 * arr, 'y': 8000.0 * arr, 'z': 9000.0 * arr,
                     'lat': 37.5 * arr, 'lon': 289.0 * arr, 'rad': 6380.0 * arr}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
 
 class TestLocalHorizontalGlobal():
@@ -255,10 +258,12 @@ def setup(self):
         """Runs before every method to create a clean testing setup."""
         self.val = {'az': 30.0, 'el': 45.0, 'dist': 1000.0,
                     'lat': 45.0, 'lon': 0.0, 'alt': 400.0}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc
 
     @pytest.mark.parametrize("kwargs,target",
                              [({}, [50.4190376, -7.6940084, 7172.1548652]),
@@ -269,22 +274,18 @@ def teardown(self):
     def test_local_horizontal_to_global_geo(self, kwargs, target):
         """Tests the conversion of the local horizontal to global geo"""
 
-        lat, lon, rad = \
-            coords.local_horizontal_to_global_geo(self.val['az'],
-                                                  self.val['el'],
-                                                  self.val['dist'],
-                                                  self.val['lat'],
-                                                  self.val['lon'],
-                                                  self.val['alt'],
-                                                  **kwargs)
+        self.out = coords.local_horizontal_to_global_geo(self.val['az'],
+                                                         self.val['el'],
+                                                         self.val['dist'],
+                                                         self.val['lat'],
+                                                         self.val['lon'],
+                                                         self.val['alt'],
+                                                         **kwargs)
 
-        assert np.all(abs(lat - target[0]) < 1.0e-6)
-        assert np.all(abs(lon - target[1]) < 1.0e-6)
-        assert np.all(abs(rad - target[2]) < 1.0e-6)
-        if isinstance(self.val['lat'], np.ndarray):
-            assert lat.shape == self.val['lat'].shape
-            assert lon.shape == self.val['lat'].shape
-            assert rad.shape == self.val['lat'].shape
+        for i, self.loc in enumerate(self.out):
+            assert np.all(abs(self.loc - target[i]) < 1.0e-6)
+            if isinstance(self.loc, np.ndarray):
+                assert self.loc.shape == self.val['lat'].shape
 
 
 class TestLocalHorizontalGlobalArray(TestLocalHorizontalGlobal):
@@ -295,7 +296,9 @@ def setup(self):
         arr = np.ones(shape=(10,), dtype=float)
         self.val = {'az': 30.0 * arr, 'el': 45.0 * arr, 'dist': 1000.0 * arr,
                     'lat': 45.0 * arr, 'lon': 0.0 * arr, 'alt': 400.0 * arr}
+        self.out = None
+        self.loc = None
 
     def teardown(self):
         """Runs after every method to clean up previous testing."""
-        del self.val
+        del self.val, self.out, self.loc

From 9782e4d9105c0eea454390308dbd8f5c9f57238f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 18 Aug 2020 09:26:49 -0400
Subject: [PATCH 080/231] BUG: dropped duplicates too early

Fixed bug where dropped duplicates didn't consider coordinates, and so removed unique data values.
---
 pysatMadrigal/instruments/methods/madrigal.py | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 007bf7e..22e2e33 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -161,12 +161,13 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
             # Select the desired data values
             sel_data = data[list(xcoords) + xarray_coords[xcoords]]
 
+            # Remove duplicates before indexing, to ensure data with the same
+            # values at different locations are kept
+            sel_data = sel_data.drop_duplicates()
+
             # Set the indices
             sel_data = sel_data.set_index(list(xcoords))
 
-            # Remove duplicates
-            sel_data = sel_data.drop_duplicates()
-
             # Recast as an xarray, if more than one coordinate
             if len(xcoords) == 1:
                 xdatasets.append(sel_data)
@@ -186,10 +187,11 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
         data = xdatasets[0]
     else:
-        # Set the index to time, and put up a warning if there are duplicate
-        # times. This could mean the data should be stored as an xarray Dataset
+        # Set the index to time
         data.index = time
 
+        # Raise a logging warning if there are duplicate times. This means the
+        # data should be stored as an xarray Dataset
         if np.any(time.duplicated()):
             logger.warning(''.join(["duplicated time indices, consider ",
                                     "specifing additional coordinates and ",

From ab600b0e373702fa85c79958d9db24d403f1167b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 18 Aug 2020 09:47:24 -0400
Subject: [PATCH 081/231] DOC: updated reference figure

Updated reference figure to hold all of the data.
---
 docs/figures/gnss_tec_vtec_example.png | Bin 361749 -> 351974 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)

diff --git a/docs/figures/gnss_tec_vtec_example.png b/docs/figures/gnss_tec_vtec_example.png
index 29db5a8f6b864ddb47b9ad2d56d44efeb9967c30..8edb00f20d0e6ec4b79b4c1d2725dce5ee5d1694 100644
GIT binary patch
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From 6da4347426ced92fde4bea5c46777283e3aa4407 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 10 Sep 2020 11:10:32 -0400
Subject: [PATCH 082/231] BUG: jro debug

Found a bug in running with one additional coordinate when loading JRO ISR drifts data.  Fixed by setting data column length variable before 'time' is added and ensuring everything higher dimensional is an xarray.
---
 pysatMadrigal/instruments/methods/madrigal.py | 11 +++++------
 1 file changed, 5 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 1248dfb..dfb98b4 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -105,6 +105,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
     # lowercase variable names
     data.columns = [item.lower() for item in data.columns]
+    len_data = len(data.columns)
 
     # datetime index from times
     time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
@@ -168,11 +169,8 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
             # Set the indices
             sel_data = sel_data.set_index(list(xcoords))
 
-            # Recast as an xarray, if more than one coordinate
-            if len(xcoords) == 1:
-                xdatasets.append(sel_data)
-            else:
-                xdatasets.append(sel_data.to_xarray())
+            # Recast as an xarray
+            xdatasets.append(sel_data.to_xarray())
 
         # Merge all of the datasets
         for i in np.arange(1, len(xdatasets)):
@@ -180,7 +178,8 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
         # Test to see that all data was retrieved
         test_variables = [xkey for xkey in xdatasets[0].variables.keys()]
-        if len(test_variables) != len(data.columns):
+
+        if len(test_variables) != len_data:
             raise ValueError(''.join(['coordinates not supplied for all data ',
                                       'columns: [{:}] != [{:}]'.format(
                                           test_variables, data.columns)]))

From 1c7fb88d5c70e883107ab97b8d956e775923c72b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 10 Sep 2020 12:26:15 -0400
Subject: [PATCH 083/231] BUG: data column number

Reverted the determination of the data column length location and fixed ValueError text to be more helpful.
---
 pysatMadrigal/instruments/methods/madrigal.py | 23 +++++++++++++------
 1 file changed, 16 insertions(+), 7 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index dfb98b4..2aa2332 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -66,8 +66,8 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
     Returns
     -------
-    data : pds.DataFrame or xr.DataSet
-        A pandas DataFrame or xarray DataSet holding the data from the HDF5
+    data : pds.DataFrame or xr.Dataset
+        A pandas DataFrame or xarray Dataset holding the data from the HDF5
         file
     metadata : pysat.Meta
         Metadata from the HDF5 file, as well as default values from pysat
@@ -105,7 +105,6 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
     # lowercase variable names
     data.columns = [item.lower() for item in data.columns]
-    len_data = len(data.columns)
 
     # datetime index from times
     time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
@@ -178,11 +177,21 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
 
         # Test to see that all data was retrieved
         test_variables = [xkey for xkey in xdatasets[0].variables.keys()]
-
-        if len(test_variables) != len_data:
+        ltest = len(test_variables)
+        ldata = len(data.columns)
+
+        if ltest != ldata:
+            if ltest < ldata:
+                estr = 'missing: {:}'.format(
+                    ' '.join([dvar for dvar in data.columns
+                              if dvar not in test_variables]))
+            else:
+                estr = 'have extra: {:}'.format(
+                    ' '.join([tvar for tvar in test_variables
+                              if tvar not in data.columns]))
             raise ValueError(''.join(['coordinates not supplied for all data ',
-                                      'columns: [{:}] != [{:}]'.format(
-                                          test_variables, data.columns)]))
+                                      'columns: {:d} != '.format(ltest),
+                                      '{:d}; '.format(ldata), estr]))
 
         data = xdatasets[0]
     else:

From ebd3525f3de7d814268f77c041092984c7f234ab Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 10 Sep 2020 12:27:04 -0400
Subject: [PATCH 084/231] BUG: new loading method

Updated loading method for all JRO ISR data types to use new features of the
loading routine.  This fixes a bug in the implementation and also reduces the
amount of duplicate data stored.
---
 pysatMadrigal/instruments/jro_isr.py | 78 ++++++++++++++++++++++++++--
 1 file changed, 75 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 639fb38..6e3186f 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -85,9 +85,6 @@
                                       supported_tags=supported_tags,
                                       inst_code=madrigal_inst_code)
 
-# support load routine
-load = functools.partial(mad_meth.load, xarray_coords=['gdalt'])
-
 # Madrigal will sometimes include multiple days within a file
 # labeled with a single date.
 # Filter out this extra data using the pysat nanokernel processing queue.
@@ -163,6 +160,81 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
                       data_path=data_path, user=user, password=password)
 
 
+def load(fnames, tag=None, sat_id=None):
+    """ Routine to load the GNSS TEC data
+
+    Parameters
+    -----------
+    fnames : list
+        List of filenames
+    tag : string or NoneType
+        tag name used to identify particular data set to be loaded.
+        This input is nominally provided by pysat itself. (default=None)
+    sat_id : string or NoneType
+        Satellite ID used to identify particular data set to be loaded.
+        This input is nominally provided by pysat itself. (default=None)
+
+    Returns
+    --------
+    data : xarray.Dataset
+        Object containing satellite data
+    meta : pysat.Meta
+        Object containing metadata such as column names and units
+
+    """
+    # Define the xarray coordinate dimensions (apart from time)
+    xcoords = {'drifts': {('time', 'gdalt', 'gdlatr', 'gdlonr', 'kindat',
+                           'kinst'): ['nwlos', 'range', 'vipn2', 'dvipn2',
+                                      'vipe1', 'dvipe1', 'vi72', 'dvi72',
+                                      'vi82', 'dvi82', 'paiwl', 'pacwl',
+                                      'pbiwl', 'pbcwl', 'pciel', 'pccel',
+                                      'pdiel', 'pdcel', 'jro10', 'jro11'],
+                          ('time', ): ['year', 'month', 'day', 'hour', 'min',
+                                       'sec', 'spcst', 'pl', 'cbadn', 'inttms',
+                                       'azdir7', 'eldir7', 'azdir8', 'eldir8',
+                                       'jro14', 'jro15', 'jro16', 'ut1_unix',
+                                       'ut2_unix', 'recno']},
+               'drifts_ave': {('time', 'gdalt', 'gdlatr', 'gdlonr', 'kindat',
+                               'kinst'): ['altav', 'range', 'vipn2', 'dvipn2',
+                                          'vipe1', 'dvipe1'],
+                              ('time', ): ['year', 'month', 'day', 'hour',
+                                           'min', 'sec', 'spcst', 'pl',
+                                           'cbadn', 'inttms', 'ut1_unix',
+                                           'ut2_unix', 'recno']},
+               'oblique_stan': {('time', 'gdalt', 'gdlatr', 'gdlonr', 'kindat',
+                                 'kinst'): ['rgate', 'ne', 'dne', 'te', 'dte',
+                                            'ti', 'dti', 'ph+', 'dph+', 'phe+',
+                                            'dphe+'],
+                                ('time', ): ['year', 'month', 'day', 'hour',
+                                             'min', 'sec', 'azm', 'elm',
+                                             'pl', 'inttms', 'tfreq',
+                                             'ut1_unix', 'ut2_unix', 'recno']},
+               'oblique_rand': {('time', 'gdalt', 'gdlatr', 'gdlonr', 'kindat',
+                                 'kinst'): ['rgate', 'pop', 'dpop', 'te', 'dte',
+                                            'ti', 'dti', 'ph+', 'dph+', 'phe+',
+                                            'dphe+'],
+                                ('time', ): ['year', 'month', 'day', 'hour',
+                                             'min', 'sec', 'azm', 'elm',
+                                             'pl', 'inttms', 'tfreq',
+                                             'ut1_unix', 'ut2_unix', 'recno']},
+               'oblique_long': {('time', 'gdalt', 'gdlatr', 'gdlonr', 'kindat',
+                                 'kinst'): ['rgate', 'pop', 'dpop', 'te', 'dte',
+                                            'ti', 'dti', 'ph+', 'dph+', 'phe+',
+                                            'dphe+'],
+                                ('time', ): ['year', 'month', 'day', 'hour',
+                                             'min', 'sec', 'azm', 'elm',
+                                             'pl', 'inttms', 'tfreq',
+                                             'ut1_unix', 'ut2_unix', 'recno']}}
+
+    # Load the specified data
+    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
+
+    # Squeeze the kindat and kinst 'coordinates', but keep them as floats
+    data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])
+
+    return data, meta
+
+
 def clean(self):
     """Routine to return JRO ISR data cleaned to the specified level
 

From 5f53f7a155f00a44f3b08ad0a44af2182454a56a Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 18 Sep 2020 08:30:57 -0400
Subject: [PATCH 085/231] DEP: updated deprecated aspects of test functions

Updated the use of deprecated kwarg `package` and attributes `inst` and `name`.
---
 pysatMadrigal/tests/test_instruments.py | 28 ++++++++++++++-----------
 1 file changed, 16 insertions(+), 12 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index f9048df..fe73ace 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -4,7 +4,7 @@
 from pysat.tests.instrument_test_class import generate_instrument_list
 from pysat.tests.instrument_test_class import InstTestClass
 
-instruments = generate_instrument_list(package=pysatMadrigal.instruments)
+instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments)
 
 method_list = [func for func in dir(InstTestClass)
                if callable(getattr(InstTestClass, func))]
@@ -12,18 +12,20 @@
 for method in method_list:
     if hasattr(getattr(InstTestClass, method), 'pytestmark'):
         # Get list of names of pytestmarks
-        Nargs = len(getattr(InstTestClass, method).pytestmark)
-        names = [getattr(InstTestClass, method).pytestmark[j].name
-                 for j in range(0, Nargs)]
+        mark_name = [mod_mark.name for mod_mark
+                     in getattr(InstTestClass, method).pytestmark]
+
         # Add instruments from your library
-        if 'all_inst' in names:
-            mark = pytest.mark.parametrize("name", instruments['names'])
+        if 'all_inst' in mark_name:
+            mark = pytest.mark.parametrize("inst_name", instruments['names'])
             getattr(InstTestClass, method).pytestmark.append(mark)
-        elif 'download' in names:
-            mark = pytest.mark.parametrize("inst", instruments['download'])
+        elif 'download' in mark_name:
+            mark = pytest.mark.parametrize("inst_dict",
+                                           instruments['download'])
             getattr(InstTestClass, method).pytestmark.append(mark)
-        elif 'no_download' in names:
-            mark = pytest.mark.parametrize("inst", instruments['no_download'])
+        elif 'no_download' in mark_name:
+            mark = pytest.mark.parametrize("inst_dict",
+                                           instruments['no_download'])
             getattr(InstTestClass, method).pytestmark.append(mark)
 
 # remote_file_list not functional in current code.  Disabling for now
@@ -35,9 +37,11 @@
 class TestInstruments(InstTestClass):
 
     def setup(self):
-        """Runs before every method to create a clean testing setup."""
+        """Runs before every method to create a clean testing setup
+        """
         self.package = pysatMadrigal.instruments
 
     def teardown(self):
-        """Runs after every method to clean up previous testing."""
+        """Runs after every method to clean up previous testing
+        """
         del self.package

From 18819fa72f2e0d890a2bb4663b9ea8c75298838a Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 18 Sep 2020 11:55:14 -0400
Subject: [PATCH 086/231] BUG: package in TestInstruments class

Fixed use of deprecated setup/teardown structure.
---
 pysatMadrigal/tests/test_instruments.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index fe73ace..21891d6 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -39,9 +39,9 @@ class TestInstruments(InstTestClass):
     def setup(self):
         """Runs before every method to create a clean testing setup
         """
-        self.package = pysatMadrigal.instruments
+        self.inst_loc = pysatMadrigal.instruments
 
     def teardown(self):
         """Runs after every method to clean up previous testing
         """
-        del self.package
+        del self.inst_loc

From 118b54adfb86ffa706fa56f520471a8a0eacd417 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 21 Sep 2020 13:17:15 -0400
Subject: [PATCH 087/231] TST: update `generate_instrument_list` import

Updated the `geneerate_instrument_list` import to reflect the new location.
---
 pysatMadrigal/tests/test_instruments.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 21891d6..4c03f59 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -1,7 +1,7 @@
 import pytest
 
 import pysatMadrigal
-from pysat.tests.instrument_test_class import generate_instrument_list
+from pysat.utils import generate_instrument_list
 from pysat.tests.instrument_test_class import InstTestClass
 
 instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments)

From eab0a9c15abbf26b76290b2f26025876cacbc78b Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Wed, 23 Sep 2020 15:36:12 -0400
Subject: [PATCH 088/231] MAINT: use inst_id

---
 pysatMadrigal/instruments/dmsp_ivm.py          | 18 +++++++++---------
 pysatMadrigal/instruments/jro_isr.py           | 10 +++++-----
 pysatMadrigal/instruments/methods/madrigal.py  | 12 ++++++------
 .../instruments/templates/madrigal_pandas.py   |  8 ++++----
 4 files changed, 24 insertions(+), 24 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 21df6ed..3997ae3 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -26,7 +26,7 @@
     'ivm'
 tag
     'utd', None
-sat_id
+inst_id
     ['f11', 'f12', 'f13', 'f14', 'f15', 'f16', 'f17', 'f18']
 
 Example
@@ -72,9 +72,9 @@
 platform = 'dmsp'
 name = 'ivm'
 tags = {'utd': 'UTDallas DMSP data processing', '': 'Level 2 data processing'}
-sat_ids = {'f11': ['utd', ''], 'f12': ['utd', ''], 'f13': ['utd', ''],
-           'f14': ['utd', ''], 'f15': ['utd', ''], 'f16': [''], 'f17': [''],
-           'f18': ['']}
+inst_ids = {'f11': ['utd', ''], 'f12': ['utd', ''], 'f13': ['utd', ''],
+            'f14': ['utd', ''], 'f15': ['utd', ''], 'f16': [''], 'f17': [''],
+            'f18': ['']}
 _test_dates = {'f11': {'utd': dt.datetime(1998, 1, 2)},
                'f12': {'utd': dt.datetime(1998, 1, 2)},
                'f13': {'utd': dt.datetime(1998, 1, 2)},
@@ -88,7 +88,7 @@
                '': 'dms_{year:4d}{month:02d}{day:02d}_'}
 dmsp_fname2 = {'utd': '.{version:03d}.hdf5', '': 's?.{version:03d}.hdf5'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
-                       for kk in sat_ids[ss]} for ss in sat_ids.keys()}
+                       for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 list_files = functools.partial(mm_gen.list_files,
                                supported_tags=supported_tags)
 
@@ -135,7 +135,7 @@ def init(self):
     return
 
 
-def download(date_array, tag='', sat_id='', data_path=None, user=None,
+def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None):
     """Downloads data from Madrigal.
 
@@ -147,7 +147,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
@@ -172,7 +172,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[sat_id][tag]),
+                      kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password)
 
 
@@ -272,7 +272,7 @@ def update_DMSP_ephemeris(inst, ephem=None):
         inst.data = pds.DataFrame(None)
         return
 
-    if ephem.sat_id != inst.sat_id:
+    if ephem.inst_id != inst.inst_id:
         raise ValueError('ephemera provided for the wrong satellite')
 
     if ephem.date != inst.date:
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 3f1ec34..5b110f7 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -55,7 +55,7 @@
         'oblique_stan': 'Standard Faraday rotation double-pulse',
         'oblique_rand': 'Randomized Faraday rotation double-pulse',
         'oblique_long': 'Long pulse Faraday rotation'}
-sat_ids = {'': list(tags.keys())}
+inst_ids = {'': list(tags.keys())}
 _test_dates = {'': {'drifts': dt.datetime(2010, 1, 19),
                     'drifts_ave': dt.datetime(2010, 1, 19),
                     'oblique_stan': dt.datetime(2010, 4, 19),
@@ -72,7 +72,7 @@
                        'oblique_stan': jro_fname1 + jro_fname2,
                        'oblique_rand': jro_fname1 + "?" + jro_fname2,
                        'oblique_long': jro_fname1 + "?" + jro_fname2}
-                  for ss in sat_ids.keys()}
+                  for ss in inst_ids.keys()}
 list_files = functools.partial(mm_gen.list_files,
                                supported_tags=supported_tags)
 
@@ -123,7 +123,7 @@ def init(self):
     return
 
 
-def download(date_array, tag='', sat_id='', data_path=None, user=None,
+def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None):
     """Downloads data from Madrigal.
 
@@ -135,7 +135,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
@@ -160,7 +160,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[sat_id][tag]),
+                      kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password)
 
 
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index cbd6317..3889889 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -37,7 +37,7 @@ def cedar_rules():
 
 
 # support load routine
-def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
+def load(fnames, tag=None, inst_id=None, xarray_coords=[]):
     """Loads data from Madrigal into Pandas.
 
     This routine is called as needed by pysat. It is not intended
@@ -53,7 +53,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         This input is nominally provided by pysat itself. While
         tag defaults to None here, pysat provides '' as the default
         tag unless specified by user at Instrument instantiation. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
@@ -392,7 +392,7 @@ def good_exp(exp, date_array=None):
     return gflag
 
 
-def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
+def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
                       password=None, supported_tags=None,
                       url="http://cedar.openmadrigal.org",
                       two_digit_year_break=None, start=dt.datetime(1900, 1, 1),
@@ -404,7 +404,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
     tag : string or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
-    sat_id : string or NoneType
+    inst_id : string or NoneType
         Specifies the satellite ID for a constellation.  Not used.
         (default=None)
     inst_code : string
@@ -423,7 +423,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
     password : string
         Password for data download. (default=None)
     supported_tags : dict or NoneType
-        keys are sat_id, each containing a dict keyed by tag
+        keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
     url : string
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
@@ -474,7 +474,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
 
     # Test input
     try:
-        format_str = supported_tags[sat_id][tag]
+        format_str = supported_tags[inst_id][tag]
     except KeyError:
         raise ValueError('Problem parsing supported_tags')
 
diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index cca211f..abd5bd9 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -88,7 +88,7 @@
 platform = 'madrigal'
 name = 'pandas'
 tags = {'': 'General Madrigal data access loaded into pysat via pandas.'}
-sat_ids = {'': list(tags.keys())}
+inst_ids = {'': list(tags.keys())}
 # need to sort out test day setting for unit testing
 _test_dates = {'': {'': dt.datetime(2010, 1, 19)}}
 
@@ -98,7 +98,7 @@
 jro_fname1 = '*{year:4d}{month:02d}{day:02d}'
 jro_fname2 = '.{version:03d}.hdf5'
 supported_tags = {ss: {'': '*'.join((jro_fname1, jro_fname2))}
-                  for ss in sat_ids.keys()}
+                  for ss in inst_ids.keys()}
 list_files = functools.partial(cdw.list_files,
                                supported_tags=supported_tags)
 
@@ -134,7 +134,7 @@ def init(self):
     return
 
 
-def _general_download(date_array, tag='', sat_id='', data_path=None, user=None,
+def _general_download(date_array, tag='', inst_id='', data_path=None, user=None,
                       password=None, inst_code=None, kindat=None):
     """Downloads data from Madrigal.
 
@@ -152,7 +152,7 @@ def _general_download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string

From 06a8c27134a1ef6ec61ded6ab4d412a5212c477f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 08:19:55 -0400
Subject: [PATCH 089/231] MAINT: install_requires update

Updated install_requires to include netCDF support and added tag for only supporting Python 3.
---
 setup.py | 7 ++++++-
 1 file changed, 6 insertions(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 75a7f7f..201fd98 100644
--- a/setup.py
+++ b/setup.py
@@ -17,11 +17,15 @@
     version = version_file.read().strip()
 
 # Define requirements
-install_requires = ['pysat', 'pandas', 'xarray', 'numpy']
+# netCDF support requires netCDF4-Python or scipy installation
+install_requires = ['pysat', 'pandas', 'xarray', 'numpy', 'netCDF4-Python']
+
 # packages with Fortran code
 fortran_install = ['madrigalWeb', 'h5py']
+
 # flag, True if on readthedocs
 on_rtd = os.environ.get('READTHEDOCS') == 'True'
+
 # include Fortran for normal install
 # read the docs doesn't do Fortran
 if not on_rtd:
@@ -43,6 +47,7 @@
                    "Intended Audience :: Science/Research",
                    'License :: OSI Approved :: BSD License',
                    "Natural Language :: English",
+                   "Programming Language :: Python :: 3 :: Only",
                    "Programming Language :: Python :: 3.6",
                    "Programming Language :: Python :: 3.7",
                    "Programming Language :: Python :: 3.8",

From a529e75f2a91a9204f2d849224902eb2c2f7f6ec Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 08:20:56 -0400
Subject: [PATCH 090/231] ENH: general and TEC netCDF support

Added general support for downloading and loading netCDF data from Madrigal and applied this as the default in the GNSS TEC instrument module.
---
 pysatMadrigal/instruments/gnss_tec.py         |  45 ++-
 pysatMadrigal/instruments/methods/madrigal.py | 327 ++++++++++--------
 2 files changed, 218 insertions(+), 154 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index b3820ba..66f6614 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -38,6 +38,7 @@
 
 import datetime as dt
 import functools
+import numpy as np
 
 from pysat.instruments.methods import general as ps_gen
 
@@ -50,7 +51,7 @@
 platform = 'gnss'
 name = 'tec'
 tags = {'vtec': 'vertical TEC'}
-sat_ids = {'': [tag for tag in tags.keys()]}
+inst_ids = {'': [tag for tag in tags.keys()]}
 _test_dates = {'': {'vtec': dt.datetime(2017, 11, 19)}}
 pandas_format = False
 
@@ -59,7 +60,7 @@
 dname = '{year:02d}{month:02d}{day:02d}'
 vname = '.{version:03d}'
 supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname)}
-                  for ss in sat_ids.keys()}
+                  for ss in inst_ids.keys()}
 list_files = functools.partial(ps_gen.list_files,
                                supported_tags=supported_tags,
                                two_digit_year_break=99)
@@ -113,8 +114,9 @@ def init(self):
     return
 
 
-def download(date_array, tag='', sat_id='', data_path=None, user=None,
-             password=None):
+def download(date_array, tag='', inst_id='', data_path=None, user=None,
+             password=None, url='http://cedar.openmadrigal.org',
+             file_format='netCDF4'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -125,7 +127,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
@@ -136,6 +138,12 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
         error if user not supplied. (default=None)
     password : string
         Password for data download. (default=None)
+    url : string
+        URL for Madrigal site (default='http://cedar.openmadrigal.org')
+    file_format : string
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='netCDF4')
 
     Note
     ----
@@ -150,12 +158,13 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[sat_id][tag]),
-                      data_path=data_path, user=user, password=password)
+                      kindat=str(madrigal_tag[inst_id][tag]),
+                      data_path=data_path, user=user, password=password,
+                      file_format=file_format, url=url)
     return
 
 
-def load(fnames, tag=None, sat_id=None):
+def load(fnames, tag=None, inst_id=None, file_format='netCDF4'):
     """ Routine to load the GNSS TEC data
 
     Parameters
@@ -165,9 +174,13 @@ def load(fnames, tag=None, sat_id=None):
     tag : string or NoneType
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    sat_id : string or NoneType
+    inst_id : string or NoneType
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
+    file_format : string
+        File format for Madrigal data. Currently only accepts 'hdf5' and
+        'netCDF4', but any of the Madrigal options may be used  here.
+        (default='netCDF4')
 
     Returns
     --------
@@ -178,16 +191,22 @@ def load(fnames, tag=None, sat_id=None):
 
     """
     # Define the xarray coordinate dimensions (apart from time)
-    xcoords = {'vtec': {('time', 'gdlat', 'glon', 'gdalt', 'kindat', 'kinst'):
-                        ['tec', 'dtec'],
+    # Not needed for netCDF
+    xcoords = {'vtec': {('time', 'gdlat', 'glon', 'kindat', 'kinst'):
+                        ['gdalt', 'tec', 'dtec'],
                         ('time', ): ['year', 'month', 'day', 'hour', 'min',
                                      'sec', 'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
+    data, meta = mad_meth.load(fnames, tag, inst_id,
+                               xarray_coords=xcoords[tag],
+                               file_format=file_format)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
-    data = data.squeeze(dim=['kindat', 'kinst'])
+    squeeze_dims = np.array(['kindat', 'kinst'])
+    squeeze_mask = [sdim in data.coords for sdim in squeeze_dims]
+    if np.any(squeeze_mask):
+        data = data.squeeze(dim=squeeze_dims[squeeze_mask])
 
     # Fix the units for tec and dtec
     if tag == 'vtec':
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 2aa2332..ef73963 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -4,14 +4,12 @@
 
  """
 
-from __future__ import absolute_import
-from __future__ import print_function
-
 import datetime as dt
 import logging
 import numpy as np
 import os
 import pandas as pds
+import xarray as xr
 
 import h5py
 from madrigalWeb import madrigalWeb
@@ -35,7 +33,7 @@ def cedar_rules():
     return ackn
 
 
-def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
+def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
     """Loads data from Madrigal into Pandas or XArray
 
     This routine is called as needed by pysat. It is not intended
@@ -51,7 +49,7 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         This input is nominally provided by pysat itself. While
         tag defaults to None here, pysat provides '' as the default
         tag unless specified by user at Instrument instantiation. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
@@ -61,8 +59,11 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         inside the list instead of coordinate variable name strings. Each dict
         will have a tuple of coordinates as the key and a list of variable
         strings as the value.  For example,
-        xarray_coords=[{('time',): ['year', 'doy'], ('time', 'gdalt'):
-        ['data1', 'data2']}]. (default=[])
+        xarray_coords=[{('time',): ['year', 'doy'],
+                        ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
+    file_format : string
+        File format for Madrigal data.  Currently only accept 'netcdf4' and
+        'hdf5'. (default='hdf5')
 
     Returns
     -------
@@ -73,137 +74,181 @@ def load(fnames, tag=None, sat_id=None, xarray_coords=[]):
         Metadata from the HDF5 file, as well as default values from pysat
 
     """
+    # Test the file format
+    file_format = file_format.lower()
+    if file_format not in ['netcdf4', 'hdf5']:
+        raise ValueError('unknown file format {:s}'.format(file_format))
 
-    # Open the specified file
-    filed = h5py.File(fnames[0], 'r')
-    # data
-    file_data = filed['Data']['Table Layout']
-    # metadata
-    file_meta = filed['Metadata']['Data Parameters']
-    # load up what is offered into pysat.Meta
+    # Initialize the output
     meta = pysat.Meta()
     labels = []
-    for item in file_meta:
-        name_string = item[0].decode('UTF-8')
-        unit_string = item[3].decode('UTF-8')
-        desc_string = item[1].decode('UTF-8')
-        labels.append(name_string)
-        meta[name_string.lower()] = {'long_name': name_string,
-                                     'units': unit_string,
-                                     'desc': desc_string}
-
-    # add additional metadata notes
-    # custom attributes attached to meta are attached to
-    # corresponding Instrument object when pysat receives
-    # data and meta from this routine
-    for key in filed['Metadata']:
-        if key != 'Data Parameters':
-            setattr(meta, key.replace(' ', '_'), filed['Metadata'][key][:])
-
-    # data into frame, with labels from metadata
-    data = pds.DataFrame.from_records(file_data, columns=labels)
-
-    # lowercase variable names
-    data.columns = [item.lower() for item in data.columns]
-
-    # datetime index from times
-    time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
-    if not np.all([key in data.columns for key in time_keys]):
-        time_keys = [key for key in time_keys if key not in data.columns]
-        raise ValueError(' '.join(["unable to construct time index, missing",
-                                   "{:}".format(time_keys)]))
-
-    uts = 3600.0 * data.loc[:, 'hour'] + 60.0 * data.loc[:, 'min'] \
-        + data.loc[:, 'sec']
-    time = pysat.utils.time.create_datetime_index(year=data.loc[:, 'year'],
-                                                  month=data.loc[:, 'month'],
-                                                  day=data.loc[:, 'day'],
-                                                  uts=uts)
-
-    # Ensure we don't try to create an xarray object with only time as the
-    # coordinate
-    coord_len = len(xarray_coords)
-    if 'time' in xarray_coords:
-        coord_len -= 1
-
-    # Declare index or recast as xarray
-    if coord_len > 0:
-        # If a list was provided, recast as a dict and grab the data columns
-        if not isinstance(xarray_coords, dict):
-            xarray_coords = {tuple(xarray_coords):
-                             [col for col in data.columns
-                              if col not in xarray_coords]}
-
-        # Determine the order in which the keys should be processed:
-        #  Greatest to least number of dimensions
-        len_dict = {len(xcoords): xcoords
-                    for xcoords in xarray_coords.keys()}
-        coord_order = [len_dict[xkey] for xkey in sorted(
-            [lkey for lkey in len_dict.keys()], reverse=True)]
-
-        # Append time to the data frame
-        data = data.assign(time=pds.Series(time, index=data.index))
-
-        # Cycle through each of the coordinate dimensions
-        xdatasets = list()
-        for xcoords in coord_order:
-            if not np.all([xkey.lower() in data.columns for xkey in xcoords]):
-                raise ValueError(''.join(['unknown coordinate key in [',
-                                          '{:}], use only: '.format(xcoords),
-                                          '{:}'.format(data.columns)]))
-            if not np.all([xkey.lower() in data.columns
-                           for xkey in xarray_coords[xcoords]]):
-                raise ValueError(''.join(['unknown data variable in [',
-                                          '{:}'.format(xarray_coords[xcoords]),
-                                          '], use only: {:}'.format(
-                                              data.columns)]))
-
-            # Select the desired data values
-            sel_data = data[list(xcoords) + xarray_coords[xcoords]]
-
-            # Remove duplicates before indexing, to ensure data with the same
-            # values at different locations are kept
-            sel_data = sel_data.drop_duplicates()
-
-            # Set the indices
-            sel_data = sel_data.set_index(list(xcoords))
-
-            # Recast as an xarray
-            xdatasets.append(sel_data.to_xarray())
-
-        # Merge all of the datasets
-        for i in np.arange(1, len(xdatasets)):
-            xdatasets[0] = xdatasets[0].merge(xdatasets[i])
-
-        # Test to see that all data was retrieved
-        test_variables = [xkey for xkey in xdatasets[0].variables.keys()]
-        ltest = len(test_variables)
-        ldata = len(data.columns)
-
-        if ltest != ldata:
-            if ltest < ldata:
-                estr = 'missing: {:}'.format(
-                    ' '.join([dvar for dvar in data.columns
-                              if dvar not in test_variables]))
+    fdata = []
+
+    # Load the file data
+    for fname in fnames:
+        if file_format == "netcdf4":
+            # Xarray natively opens netCDF data into a Dataset
+            file_data = xr.open_dataset(fname)
+
+            # Currently not saving file header data, as all metadata is at
+            # the data variable level
+            if len(labels) == 0:
+                for item in file_data.data_vars.keys():
+                    name_string = item
+                    unit_string = file_data[item].attrs['units']
+                    desc_string = file_data[item].attrs['description']
+                    labels.append(name_string)
+                    meta[name_string.lower()] = {'long_name': name_string,
+                                                 'units': unit_string,
+                                                 'desc': desc_string}
+
+            # Add an index
+            file_data = file_data.rename({'timestamps': 'time'})
+            data = file_data.set_index(time='time')
+
+        elif file_format == "hdf5":
+            # Open the specified file and get the data and metadata
+            filed = h5py.File(fname, 'r')
+            file_data = filed['Data']['Table Layout']
+            file_meta = filed['Metadata']['Data Parameters']
+
+            # load up what is offered into pysat.Meta if this is the first file
+            if len(labels) == 0:
+                for item in file_meta:
+                    name_string = item[0].decode('UTF-8')
+                    unit_string = item[3].decode('UTF-8')
+                    desc_string = item[1].decode('UTF-8')
+                    labels.append(name_string)
+                    meta[name_string.lower()] = {'long_name': name_string,
+                                                 'units': unit_string,
+                                                 'desc': desc_string}
+
+            # Add additional metadata notes. Custom attributes attached to meta
+            # are attached to corresponding Instrument object when pysat
+            # receives data and meta from this routine
+            for key in filed['Metadata']:
+                if key != 'Data Parameters':
+                    setattr(meta, key.replace(' ', '_'),
+                            filed['Metadata'][key][:])
+
+            # data into frame, with labels from metadata
+            data = pds.DataFrame.from_records(file_data, columns=labels)
+
+            # lowercase variable names
+            data.columns = [item.lower() for item in data.columns]
+
+            # datetime index from times
+            time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
+            if not np.all([key in data.columns for key in time_keys]):
+                time_keys = [key for key in time_keys
+                             if key not in data.columns]
+                raise ValueError(' '.join(["unable to construct time index, ",
+                                           "missing {:}".format(time_keys)]))
+
+            uts = 3600.0 * data.loc[:, 'hour'] + 60.0 * data.loc[:, 'min'] \
+                + data.loc[:, 'sec']
+            time = pysat.utils.time.create_datetime_index(
+                year=data.loc[:, 'year'], month=data.loc[:, 'month'],
+                day=data.loc[:, 'day'], uts=uts)
+
+            # Ensure we don't try to create an xarray object with only time as
+            # the coordinate
+            coord_len = len(xarray_coords)
+            if 'time' in xarray_coords:
+                coord_len -= 1
+
+            # Declare index or recast as xarray
+            if coord_len > 0:
+                # If a list was provided, recast as a dict and grab the data
+                # columns
+                if not isinstance(xarray_coords, dict):
+                    xarray_coords = {tuple(xarray_coords):
+                                     [col for col in data.columns
+                                      if col not in xarray_coords]}
+
+                # Determine the order in which the keys should be processed:
+                #  Greatest to least number of dimensions
+                len_dict = {len(xcoords): xcoords
+                            for xcoords in xarray_coords.keys()}
+                coord_order = [len_dict[xkey] for xkey in sorted(
+                    [lkey for lkey in len_dict.keys()], reverse=True)]
+
+                # Append time to the data frame
+                data = data.assign(time=pds.Series(time, index=data.index))
+
+                # Cycle through each of the coordinate dimensions
+                xdatasets = list()
+                for xcoords in coord_order:
+                    if not np.all([xkey.lower() in data.columns
+                                   for xkey in xcoords]):
+                        raise ValueError(''.join(['unknown coordinate key in ',
+                                                  '[{:}], use'.format(xcoords),
+                                                  ' only: {:}'.format(
+                                                      data.columns)]))
+                    if not np.all([xkey.lower() in data.columns
+                                   for xkey in xarray_coords[xcoords]]):
+                        raise ValueError(''.join(['unknown data variable in [',
+                                                  '{:}'.format(
+                                                      xarray_coords[xcoords]),
+                                                  '], use only: {:}'.format(
+                                                      data.columns)]))
+
+                    # Select the desired data values
+                    sel_data = data[list(xcoords) + xarray_coords[xcoords]]
+
+                    # Remove duplicates before indexing, to ensure data with
+                    # the same values at different locations are kept
+                    sel_data = sel_data.drop_duplicates()
+
+                    # Set the indices
+                    sel_data = sel_data.set_index(list(xcoords))
+
+                    # Recast as an xarray
+                    xdatasets.append(sel_data.to_xarray())
+
+                # Merge all of the datasets
+                for i in np.arange(1, len(xdatasets)):
+                    xdatasets[0] = xdatasets[0].merge(xdatasets[i])
+
+                # Test to see that all data was retrieved
+                test_variables = [xkey for xkey
+                                  in xdatasets[0].variables.keys()]
+                ltest = len(test_variables)
+                ldata = len(data.columns)
+
+                if ltest != ldata:
+                    if ltest < ldata:
+                        estr = 'missing: {:}'.format(
+                            ' '.join([dvar for dvar in data.columns
+                                      if dvar not in test_variables]))
+                    else:
+                        estr = 'have extra: {:}'.format(
+                            ' '.join([tvar for tvar in test_variables
+                                      if tvar not in data.columns]))
+                        raise ValueError(''.join(['coordinates not supplied ',
+                                                  'for all data columns: ',
+                                                  '{:d} != '.format(ltest),
+                                                  '{:d}; '.format(ldata),
+                                                  estr]))
+
+                data = xdatasets[0]
             else:
-                estr = 'have extra: {:}'.format(
-                    ' '.join([tvar for tvar in test_variables
-                              if tvar not in data.columns]))
-            raise ValueError(''.join(['coordinates not supplied for all data ',
-                                      'columns: {:d} != '.format(ltest),
-                                      '{:d}; '.format(ldata), estr]))
-
-        data = xdatasets[0]
-    else:
-        # Set the index to time
-        data.index = time
-
-        # Raise a logging warning if there are duplicate times. This means the
-        # data should be stored as an xarray Dataset
-        if np.any(time.duplicated()):
-            logger.warning(''.join(["duplicated time indices, consider ",
-                                    "specifing additional coordinates and ",
-                                    "storing the data as an xarray Dataset"]))
+                # Set the index to time
+                data.index = time
+
+                # Raise a logging warning if there are duplicate times. This
+                # means the data should be stored as an xarray Dataset
+                if np.any(time.duplicated()):
+                    logger.warning(''.join(["duplicated time indices, consider",
+                                            " specifing additional coordinates",
+                                            " and storing the data as an ",
+                                            "xarray Dataset"]))
+        fdata.append(data)
+
+    # If multiple files were loaded, merge the data together
+    for i in np.arange(1, len(fdata)):
+        fdata[0] = fdata[0].merge(fdata[i])
+    data = fdata[0]
 
     return data, meta
 
@@ -235,9 +280,9 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
     url : string
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
     file_format : string
-        File format for Madrigal data.  Load routines currently only accept
-        'hdf5', but any of the Madrigal options may be used here.
-        (default='hdf5')
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='hdf5')
 
     Note
     ----
@@ -437,7 +482,7 @@ def good_exp(exp, date_array=None):
     return gflag
 
 
-def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
+def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
                       password=None, supported_tags=None,
                       url="http://cedar.openmadrigal.org",
                       two_digit_year_break=None, start=dt.datetime(1900, 1, 1),
@@ -449,7 +494,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
     tag : string or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
-    sat_id : string or NoneType
+    inst_id : string or NoneType
         Specifies the satellite ID for a constellation.  Not used.
         (default=None)
     inst_code : string
@@ -468,7 +513,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
     password : string
         Password for data download. (default=None)
     supported_tags : dict or NoneType
-        keys are sat_id, each containing a dict keyed by tag
+        keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
     url : string
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
@@ -519,7 +564,7 @@ def list_remote_files(tag, sat_id, inst_code=None, kindat=None, user=None,
 
     # Test input
     try:
-        format_str = supported_tags[sat_id][tag]
+        format_str = supported_tags[inst_id][tag]
     except KeyError:
         raise ValueError('Problem parsing supported_tags')
 

From f5b451a172442a6087c3ef752223395e3c592f9c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 08:35:30 -0400
Subject: [PATCH 091/231] BUG: netCDF4-Python pip name

Updated the PiPy distribution name for netCDF4-Python.
---
 setup.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.py b/setup.py
index 201fd98..c7820b4 100644
--- a/setup.py
+++ b/setup.py
@@ -18,7 +18,7 @@
 
 # Define requirements
 # netCDF support requires netCDF4-Python or scipy installation
-install_requires = ['pysat', 'pandas', 'xarray', 'numpy', 'netCDF4-Python']
+install_requires = ['pysat', 'pandas', 'xarray', 'numpy', 'netCDF4']
 
 # packages with Fortran code
 fortran_install = ['madrigalWeb', 'h5py']

From caf877bf0f13a36c28a96126621a2ac6020f2cc6 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 08:52:43 -0400
Subject: [PATCH 092/231] MAINT: test instrument update

Updated the TestInstruments class.
---
 pysatMadrigal/tests/test_instruments.py | 22 +++++++++++++++++-----
 1 file changed, 17 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 4c03f59..589e08d 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -1,3 +1,4 @@
+import tempfile
 import pytest
 
 import pysatMadrigal
@@ -8,6 +9,7 @@
 
 method_list = [func for func in dir(InstTestClass)
                if callable(getattr(InstTestClass, func))]
+
 # Search tests for iteration via pytestmark, update instrument list
 for method in method_list:
     if hasattr(getattr(InstTestClass, method), 'pytestmark'):
@@ -35,13 +37,23 @@
 
 
 class TestInstruments(InstTestClass):
-
-    def setup(self):
-        """Runs before every method to create a clean testing setup
+    def setup_class(self):
+        """Runs once before the tests to initialize the testing setup
         """
+        # Make sure to use a temporary directory so that the user's setup is
+        # not altered
+        self.tempdir = tempfile.TemporaryDirectory()
+        self.saved_path = pysat.data_dir
+        pysat.utils.set_data_dir(self.tempdir.name, store=False)
+
+        # Developers for instrument libraries should update the following line
+        # to point to their own subpackage location, e.g.,
+        # self.inst_loc = mypackage.instruments
         self.inst_loc = pysatMadrigal.instruments
 
-    def teardown(self):
+    def teardown_class(self):
         """Runs after every method to clean up previous testing
         """
-        del self.inst_loc
+        pysat.utils.set_data_dir(self.saved_path, store=False)
+        self.tempdir.cleanup()
+        del self.inst_loc, self.saved_path, self.tempdir

From a9b757704c0e1ee1d76274fbf633f8b59366cdc8 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 09:00:35 -0400
Subject: [PATCH 093/231] BUG: pysat import missing

Added a missing pysat import.
---
 pysatMadrigal/tests/test_instruments.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 589e08d..02bf101 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -1,12 +1,13 @@
 import tempfile
 import pytest
 
-import pysatMadrigal
+import pysat
 from pysat.utils import generate_instrument_list
 from pysat.tests.instrument_test_class import InstTestClass
 
-instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments)
+import pysatMadrigal
 
+instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments)
 method_list = [func for func in dir(InstTestClass)
                if callable(getattr(InstTestClass, func))]
 

From 4d7007bcdb92062d8345abcfe17c5e645241e590 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 09:47:47 -0400
Subject: [PATCH 094/231] MAINT: sat_id -> inst_id

Updated sat_id to inst_id again.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 14 +++++++-------
 pysatMadrigal/instruments/jro_isr.py  | 10 +++++-----
 2 files changed, 12 insertions(+), 12 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 21df6ed..ce7c7d0 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -26,7 +26,7 @@
     'ivm'
 tag
     'utd', None
-sat_id
+inst_id
     ['f11', 'f12', 'f13', 'f14', 'f15', 'f16', 'f17', 'f18']
 
 Example
@@ -72,7 +72,7 @@
 platform = 'dmsp'
 name = 'ivm'
 tags = {'utd': 'UTDallas DMSP data processing', '': 'Level 2 data processing'}
-sat_ids = {'f11': ['utd', ''], 'f12': ['utd', ''], 'f13': ['utd', ''],
+inst_ids = {'f11': ['utd', ''], 'f12': ['utd', ''], 'f13': ['utd', ''],
            'f14': ['utd', ''], 'f15': ['utd', ''], 'f16': [''], 'f17': [''],
            'f18': ['']}
 _test_dates = {'f11': {'utd': dt.datetime(1998, 1, 2)},
@@ -88,7 +88,7 @@
                '': 'dms_{year:4d}{month:02d}{day:02d}_'}
 dmsp_fname2 = {'utd': '.{version:03d}.hdf5', '': 's?.{version:03d}.hdf5'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
-                       for kk in sat_ids[ss]} for ss in sat_ids.keys()}
+                       for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 list_files = functools.partial(mm_gen.list_files,
                                supported_tags=supported_tags)
 
@@ -135,7 +135,7 @@ def init(self):
     return
 
 
-def download(date_array, tag='', sat_id='', data_path=None, user=None,
+def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None):
     """Downloads data from Madrigal.
 
@@ -147,7 +147,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
@@ -172,7 +172,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[sat_id][tag]),
+                      kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password)
 
 
@@ -272,7 +272,7 @@ def update_DMSP_ephemeris(inst, ephem=None):
         inst.data = pds.DataFrame(None)
         return
 
-    if ephem.sat_id != inst.sat_id:
+    if ephem.inst_id != inst.inst_id:
         raise ValueError('ephemera provided for the wrong satellite')
 
     if ephem.date != inst.date:
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 3f1ec34..5b110f7 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -55,7 +55,7 @@
         'oblique_stan': 'Standard Faraday rotation double-pulse',
         'oblique_rand': 'Randomized Faraday rotation double-pulse',
         'oblique_long': 'Long pulse Faraday rotation'}
-sat_ids = {'': list(tags.keys())}
+inst_ids = {'': list(tags.keys())}
 _test_dates = {'': {'drifts': dt.datetime(2010, 1, 19),
                     'drifts_ave': dt.datetime(2010, 1, 19),
                     'oblique_stan': dt.datetime(2010, 4, 19),
@@ -72,7 +72,7 @@
                        'oblique_stan': jro_fname1 + jro_fname2,
                        'oblique_rand': jro_fname1 + "?" + jro_fname2,
                        'oblique_long': jro_fname1 + "?" + jro_fname2}
-                  for ss in sat_ids.keys()}
+                  for ss in inst_ids.keys()}
 list_files = functools.partial(mm_gen.list_files,
                                supported_tags=supported_tags)
 
@@ -123,7 +123,7 @@ def init(self):
     return
 
 
-def download(date_array, tag='', sat_id='', data_path=None, user=None,
+def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None):
     """Downloads data from Madrigal.
 
@@ -135,7 +135,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
     tag : string
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    sat_id : string
+    inst_id : string
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
@@ -160,7 +160,7 @@ def download(date_array, tag='', sat_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[sat_id][tag]),
+                      kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password)
 
 

From 138034163cddc3dc55a577c60e6b85fdd0fab68d Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 10:18:45 -0400
Subject: [PATCH 095/231] TST: Travis uses develop-3

Have Travis use develop-3, since enough breaking changes have been made.
---
 .travis.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 2b205a8..425eb68 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -37,7 +37,7 @@ install:
   - pip install pysatCDF >/dev/null
   # Custom pysat install
   - cd ..
-  - git clone https://github.com/pysat/pysat.git
+  - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git
   - cd pysat
   - git checkout develop-3
   - python setup.py install

From 59c59831f690881d2a43c0e987725ec96c04cb6e Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 10:41:33 -0400
Subject: [PATCH 096/231] BUG: update module nickname

Module nickname was not carried through entire file, fixed this.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 80b867f..1ee616f 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -90,7 +90,7 @@
 dmsp_fname2 = {'utd': '.{version:03d}.hdf5', '': 's?.{version:03d}.hdf5'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
                        for kk in inst_ids[ss]} for ss in inst_ids.keys()}
-list_files = functools.partial(mm_gen.list_files,
+list_files = functools.partial(ps_gen.list_files,
                                supported_tags=supported_tags)
 
 # madrigal tags

From 6908d09c0df3a971799c29bf3fe572c6552bbb1c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 15:12:54 -0400
Subject: [PATCH 097/231] BUG: lingering sat_id

Removed hopefully the last instance of sat_id.
---
 pysatMadrigal/instruments/jro_isr.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index d315fcd..7686aaa 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -161,7 +161,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
                       data_path=data_path, user=user, password=password)
 
 
-def load(fnames, tag=None, sat_id=None):
+def load(fnames, tag=None, inst_id=None):
     """ Routine to load the GNSS TEC data
 
     Parameters
@@ -171,7 +171,7 @@ def load(fnames, tag=None, sat_id=None):
     tag : string or NoneType
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    sat_id : string or NoneType
+    inst_id : string or NoneType
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
 
@@ -228,7 +228,7 @@ def load(fnames, tag=None, sat_id=None):
                                              'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, sat_id, xarray_coords=xcoords[tag])
+    data, meta = mad_meth.load(fnames, tag, inst_id, xarray_coords=xcoords[tag])
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])

From 5df53b194a04db85747e39362aca9886306091d2 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 15:45:31 -0400
Subject: [PATCH 098/231] STY: removed print statement

Replaced print statements with logger warnings.
---
 pysatMadrigal/instruments/methods/madrigal.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index ef73963..b7393f3 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -400,10 +400,10 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
     # TODO, implement user and password values in test code
     # specific to each instrument
     if user is None:
-        print('No user information supplied for download.')
+        logger.warning('No user information supplied for download.')
         user = 'pysat_testing'
     if password is None:
-        print('Please provide email address in password field.')
+        logger.warning('Please provide email address in password field.')
         password = 'pysat_testing@not_real_email.org'
 
     # If date_array supplied, overwrite start and stop

From ecf0403425f2fe72816e7bee6ce5a84fa87c8e75 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 16:03:26 -0400
Subject: [PATCH 099/231] STY: file_format flag

Added a file_format flag option to JRO ISR load and download routine.
---
 pysatMadrigal/instruments/jro_isr.py | 14 +++++++++++---
 1 file changed, 11 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 7686aaa..9ecc729 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -121,7 +121,7 @@ def init(self):
 
 
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
-             password=None):
+             password=None, file_format='hdf5'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -143,6 +143,9 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
         error if user not supplied. (default=None)
     password : string
         Password for data download. (default=None)
+    file_format : string
+        File format for Madrigal data.  Currently only accept 'netcdf4' and
+        'hdf5'. (default='hdf5')
 
     Notes
     -----
@@ -161,7 +164,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
                       data_path=data_path, user=user, password=password)
 
 
-def load(fnames, tag=None, inst_id=None):
+def load(fnames, tag=None, inst_id=None, file_format='hdf5'):
     """ Routine to load the GNSS TEC data
 
     Parameters
@@ -174,6 +177,9 @@ def load(fnames, tag=None, inst_id=None):
     inst_id : string or NoneType
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
+    file_format : string
+        File format for Madrigal data.  Currently only accept 'netcdf4' and
+        'hdf5'. (default='hdf5')
 
     Returns
     --------
@@ -228,7 +234,9 @@ def load(fnames, tag=None, inst_id=None):
                                              'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, inst_id, xarray_coords=xcoords[tag])
+    data, meta = mad_meth.load(fnames, tag, inst_id,
+                               xarray_coords=xcoords[tag],
+                               file_format=file_format)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])

From dcf32efc25a6d8223e7cc5d5ce1ac0f7f03520ee Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 16:04:34 -0400
Subject: [PATCH 100/231] ENH: HDF5 coordinate flexibility

Added ability to remove expected coordinates from
HDF5 xarray loading if they aren't present.  Now
only errors if all variables are absent.
---
 pysatMadrigal/instruments/methods/madrigal.py | 25 +++++++++++++++----
 1 file changed, 20 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index b7393f3..3ae0fc5 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -187,11 +187,26 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
                                                       data.columns)]))
                     if not np.all([xkey.lower() in data.columns
                                    for xkey in xarray_coords[xcoords]]):
-                        raise ValueError(''.join(['unknown data variable in [',
-                                                  '{:}'.format(
-                                                      xarray_coords[xcoords]),
-                                                  '], use only: {:}'.format(
-                                                      data.columns)]))
+                        data_mask = [xkey.lower() in data.columns
+                                     for xkey in xarray_coords[xcoords]]
+                        if np.all(~np.array(data_mask)):
+                            raise ValueError(''.join(['all provided data ',
+                                                      'variables [',
+                                                      '{:}] are '.format(
+                                                    xarray_coords[xcoords]),
+                                                      'unknown, use only: ',
+                                                      '{:}'.format(
+                                                          data.columns)]))
+                        else:
+                            logger.warning(''.join(['unknown data variable in',
+                                                    ' [{:}], use only'.format(
+                                                        xarray_coords[xcoords]),
+                                                    ': {:}'.format(
+                                                        data.columns)]))
+
+                            # Remove the coordinates that aren't present
+                            temp = np.array(xarray_coords[xcoords])[data_mask]
+                            xarray_coords[xcoords] = list(temp)
 
                     # Select the desired data values
                     sel_data = data[list(xcoords) + xarray_coords[xcoords]]

From d9f3247b69ee0d0c0249ce0a88b117d99088a6af Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 9 Oct 2020 16:24:53 -0400
Subject: [PATCH 101/231] STY: flake8

Flake8 correction for hanging indent.
---
 pysatMadrigal/instruments/methods/madrigal.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 3ae0fc5..3a716f7 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -193,7 +193,8 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
                             raise ValueError(''.join(['all provided data ',
                                                       'variables [',
                                                       '{:}] are '.format(
-                                                    xarray_coords[xcoords]),
+                                                          xarray_coords[
+                                                              xcoords]),
                                                       'unknown, use only: ',
                                                       '{:}'.format(
                                                           data.columns)]))

From e69fd43723cec9f4ef608c1009c3cc82446badc4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 13 Oct 2020 12:50:29 -0400
Subject: [PATCH 102/231] BUG: madrigal docs and file format handling

Updated general madrigal routines by:
- fixing incorrect use of `self` in `filter_data_single_date`,
- changing `Notes` to `Note`,
- ensuring local files have the right extension,
- changing variable `file_format` to `file_type`
  to remove any confusion with the Instrument
  attribute,
- changing `netcdf4` to `netCDF4` everywhere, and
- specifying accepted file types.
---
 pysatMadrigal/instruments/methods/madrigal.py | 62 ++++++++++++-------
 1 file changed, 40 insertions(+), 22 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 3a716f7..59231f7 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -17,6 +17,7 @@
 import pysat
 
 logger = logging.getLogger(__name__)
+file_types = ['hdf5', 'netCDF4', 'simple']
 
 
 def cedar_rules():
@@ -33,7 +34,7 @@ def cedar_rules():
     return ackn
 
 
-def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
+def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     """Loads data from Madrigal into Pandas or XArray
 
     This routine is called as needed by pysat. It is not intended
@@ -61,8 +62,8 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
         strings as the value.  For example,
         xarray_coords=[{('time',): ['year', 'doy'],
                         ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
-    file_format : string
-        File format for Madrigal data.  Currently only accept 'netcdf4' and
+    file_type : string
+        File format for Madrigal data.  Currently only accept 'netCDF4' and
         'hdf5'. (default='hdf5')
 
     Returns
@@ -75,9 +76,8 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
 
     """
     # Test the file format
-    file_format = file_format.lower()
-    if file_format not in ['netcdf4', 'hdf5']:
-        raise ValueError('unknown file format {:s}'.format(file_format))
+    if file_type not in ['netCDF4', 'hdf5']:
+        raise ValueError('unknown file format {:s}'.format(file_type))
 
     # Initialize the output
     meta = pysat.Meta()
@@ -86,7 +86,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
 
     # Load the file data
     for fname in fnames:
-        if file_format == "netcdf4":
+        if file_type == "netCDF4":
             # Xarray natively opens netCDF data into a Dataset
             file_data = xr.open_dataset(fname)
 
@@ -102,11 +102,14 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
                                                  'units': unit_string,
                                                  'desc': desc_string}
 
-            # Add an index
+            # Reset timestamp as datetime and set it as an index
             file_data = file_data.rename({'timestamps': 'time'})
-            data = file_data.set_index(time='time')
+            time = np.array([dt.datetime.fromtimestamp(tt)
+                             for tt in file_data['time']])
+            file_data = file_data.update({'time': ('time', time)})
+            data = file_data.set_index(time=file_data['time'])
 
-        elif file_format == "hdf5":
+        elif file_type == "hdf5":
             # Open the specified file and get the data and metadata
             filed = h5py.File(fname, 'r')
             file_data = filed['Data']['Table Layout']
@@ -271,7 +274,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
 
 def download(date_array, inst_code=None, kindat=None, data_path=None,
              user=None, password=None, url="http://cedar.openmadrigal.org",
-             file_format='hdf5'):
+             file_type='hdf5'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -295,7 +298,7 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
         Password for data download. (default=None)
     url : string
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
-    file_format : string
+    file_type : string
         File format for Madrigal data.  Load routines currently only accepts
         'hdf5' and 'netCDF4', but any of the Madrigal options may be used
         here. (default='hdf5')
@@ -313,6 +316,10 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
 
     """
 
+    if file_type not in file_typees:
+        raise ValueError("Unknown file format {:}, accepts {:}".format(
+            file_type, file_types))
+
     if inst_code is None:
         raise ValueError("Must supply Madrigal instrument code")
 
@@ -343,11 +350,19 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
                                  start=start, stop=stop)
 
     for mad_file in files:
+        # Build the local filename
         local_file = os.path.join(data_path, os.path.basename(mad_file.name))
+        if local_file.find(file_type) <= 0:
+            split_file = local_file.split(".")
+            split_file[-1] = file_type
+            local_file = ".".join(split_file)
 
         if not os.path.isfile(local_file):
             web_data.downloadFile(mad_file.name, local_file, user, password,
-                                  "pysat", format=file_format)
+                                  "pysat", format=file_type)
+            print(os.path.isfile(local_file))
+
+    return
 
 
 def get_remote_filenames(inst_code=None, kindat=None, user=None,
@@ -542,8 +557,8 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     stop : dt.datetime
         Ending time for the file list (defaults to time of run)
 
-    Notes
-    -----
+    Note
+    ----
     The user's names should be provided in field user. Ruby Payne-Scott should
     be entered as Ruby+Payne-Scott
 
@@ -598,13 +613,13 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     return pysat._files.process_parsed_filenames(stored, two_digit_year_break)
 
 
-def filter_data_single_date(self):
+def filter_data_single_date(inst):
     """Filters data to a single date.
 
     Parameters
     ----------
-    self : pysat.Instrument
-        This object
+    inst : pysat.Instrument
+        Instrument object to which this routine should be attached
 
     Note
     ----
@@ -642,9 +657,12 @@ def filter_data_single_date(self):
     """
 
     # only do this if loading by date!
-    if self._load_by_date and self.pad is None:
+    if inst._load_by_date and inst.pad is None:
         # identify times for the loaded date
-        idx, = np.where((self.index >= self.date)
-                        & (self.index < (self.date + pds.DateOffset(days=1))))
+        idx, = np.where((inst.index >= inst.date)
+                        & (inst.index < (inst.date + pds.DateOffset(days=1))))
+
         # downselect from all data
-        self.data = self[idx]
+        inst.data = inst[idx]
+
+    return

From e94aec65258cbfce0511d7ad81a1773b70269798 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 13 Oct 2020 12:52:19 -0400
Subject: [PATCH 103/231] BUG: allow multiple TEC file formats

Allow pysat to handlee multiple TEC file formats, though instruments will only load one type at a time.
---
 pysatMadrigal/instruments/gnss_tec.py | 88 ++++++++++++++++++++++-----
 1 file changed, 73 insertions(+), 15 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 66f6614..132e383 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -55,15 +55,14 @@
 _test_dates = {'': {'vtec': dt.datetime(2017, 11, 19)}}
 pandas_format = False
 
-# support list files routine
-# use the default pysat method
-dname = '{year:02d}{month:02d}{day:02d}'
-vname = '.{version:03d}'
-supported_tags = {ss: {'vtec': "gps{:s}g{:s}.hdf5".format(dname, vname)}
+# Support for the list files routine
+# Use the default pysat method within a local routine that defines the
+# file type
+dname = '{{year:02d}}{{month:02d}}{{day:02d}}'
+vname = '.{{version:03d}}'
+supported_tags = {ss: {'vtec': ''.join(['gps', dname, 'g', vname,
+                                        ".{file_type}"])}
                   for ss in inst_ids.keys()}
-list_files = functools.partial(ps_gen.list_files,
-                               supported_tags=supported_tags,
-                               two_digit_year_break=99)
 
 # madrigal tags
 madrigal_inst_code = 8000
@@ -110,13 +109,71 @@ def init(self):
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
     self.references = "Rideout and Coster (2006) doi:10.1007/s10291-006-0029-5"
-
+    
     return
 
 
+def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
+               supported_tags=supported_tags,
+               fake_daily_files_from_monthly=False, two_digit_year_break=99,
+               delimiter=None, file_type=''):
+    """Return a Pandas Series of every data file for this Instrument
+
+    
+    Parameters
+    -----------
+    tag : string or NoneType
+        Denotes type of file to load.  Accepted types are <tag strings>.
+        (default=None)
+    inst_id : string or NoneType
+        Specifies the satellite ID for a constellation.  Not used.
+        (default=None)
+    data_path : string or NoneType
+        Path to data directory.  If None is specified, the value previously
+        set in Instrument.files.data_path is used.  (default=None)
+    format_str : string or NoneType
+        User specified file format.  If None is specified, the default
+        formats associated with the supplied tags are used. (default=None)
+    supported_tags : dict or NoneType
+        keys are inst_id, each containing a dict keyed by tag
+        where the values file format template strings. (default=None)
+    fake_daily_files_from_monthly : bool
+        Some CDAWeb instrument data files are stored by month, interfering
+        with pysat's functionality of loading by day. This flag, when true,
+        appends daily dates to monthly files internally. These dates are
+        used by load routine in this module to provide data by day.
+    two_digit_year_break : int
+        If filenames only store two digits for the year, then
+        '1900' will be added for years >= two_digit_year_break
+        and '2000' will be added for years < two_digit_year_break.
+    delimiter : string
+        Delimiter string upon which files will be split (e.g., '.')
+    file_type : string
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='netCDF4')
+
+    Returns
+    --------
+    out : pysat.Files.from_os : pysat._files.Files
+        A class containing the verified available files
+
+    """
+    supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+        file_type=file_type)
+
+    out = ps_gen.list_files(
+        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
+        supported_tags=supported_tags,
+        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
+        two_digit_year_break=two_digit_year_break, delimiter=delimiter)
+
+    return out
+
+
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None, url='http://cedar.openmadrigal.org',
-             file_format='netCDF4'):
+             file_type='netCDF4'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -140,7 +197,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
         Password for data download. (default=None)
     url : string
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
-    file_format : string
+    file_type : string
         File format for Madrigal data.  Load routines currently only accepts
         'hdf5' and 'netCDF4', but any of the Madrigal options may be used
         here. (default='netCDF4')
@@ -160,11 +217,12 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
                       kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password,
-                      file_format=file_format, url=url)
+                      file_type=file_type, url=url)
+
     return
 
 
-def load(fnames, tag=None, inst_id=None, file_format='netCDF4'):
+def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
     """ Routine to load the GNSS TEC data
 
     Parameters
@@ -177,7 +235,7 @@ def load(fnames, tag=None, inst_id=None, file_format='netCDF4'):
     inst_id : string or NoneType
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    file_format : string
+    file_type : string
         File format for Madrigal data. Currently only accepts 'hdf5' and
         'netCDF4', but any of the Madrigal options may be used  here.
         (default='netCDF4')
@@ -200,7 +258,7 @@ def load(fnames, tag=None, inst_id=None, file_format='netCDF4'):
     # Load the specified data
     data, meta = mad_meth.load(fnames, tag, inst_id,
                                xarray_coords=xcoords[tag],
-                               file_format=file_format)
+                               file_type=file_type)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     squeeze_dims = np.array(['kindat', 'kinst'])

From 3029d4aeb8ee034eaa1a3bfe505f7cde2250f1fa Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 13 Oct 2020 13:04:49 -0400
Subject: [PATCH 104/231] BUG: time index

Fixed bug assigning time index, now is an index of datetime values.
---
 pysatMadrigal/instruments/methods/madrigal.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 59231f7..d5caa0e 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -104,10 +104,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
 
             # Reset timestamp as datetime and set it as an index
             file_data = file_data.rename({'timestamps': 'time'})
-            time = np.array([dt.datetime.fromtimestamp(tt)
-                             for tt in file_data['time']])
-            file_data = file_data.update({'time': ('time', time)})
-            data = file_data.set_index(time=file_data['time'])
+            time_data = np.array([dt.datetime.fromtimestamp(tt)
+                                  for tt in file_data['time']])
+            file_data = file_data.update({'time': ('time', time_data)})
+            data = file_data.set_index(time='time')
 
         elif file_type == "hdf5":
             # Open the specified file and get the data and metadata

From 15dd2b3501228979473b4e38654b2c226717f59b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 13 Oct 2020 13:39:53 -0400
Subject: [PATCH 105/231] BUG: file_type can only be set once

Fixed bug that tried to set file_type multiple times.
---
 pysatMadrigal/instruments/gnss_tec.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 132e383..0a799a7 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -159,8 +159,9 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         A class containing the verified available files
 
     """
-    supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-        file_type=file_type)
+    if supported_tags[inst_id][tag].find('{file_type}') > 0:
+        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+            file_type=file_type)
 
     out = ps_gen.list_files(
         tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,

From 54ab698fdb55b1033b8add4fc25c2a00ffbbe2ae Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 14 Oct 2020 08:57:09 -0400
Subject: [PATCH 106/231] STY: dmsp_ivm file_type cleanup

Adapted code to allow flexible file types, removed
unused default function call, and updated the style
and docstrings in clean.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 127 ++++++++++++++++++--------
 1 file changed, 88 insertions(+), 39 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 1ee616f..a33fa5b 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -87,11 +87,10 @@
 # use the default CDAWeb method
 dmsp_fname1 = {'utd': 'dms_ut_{year:4d}{month:02d}{day:02d}_',
                '': 'dms_{year:4d}{month:02d}{day:02d}_'}
-dmsp_fname2 = {'utd': '.{version:03d}.hdf5', '': 's?.{version:03d}.hdf5'}
+dmsp_fname2 = {'utd': '.{version:03d}.{file_type}',
+               '': 's?.{version:03d}.{file_type}'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
                        for kk in inst_ids[ss]} for ss in inst_ids.keys()}
-list_files = functools.partial(ps_gen.list_files,
-                               supported_tags=supported_tags)
 
 # madrigal tags
 madrigal_inst_code = 8100
@@ -136,8 +135,63 @@ def init(self):
     return
 
 
+def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
+               supported_tags=supported_tags,
+               fake_daily_files_from_monthly=False, delimiter=None,
+               file_type=''):
+    """Return a Pandas Series of every data file for this Instrument
+
+    
+    Parameters
+    -----------
+    tag : string or NoneType
+        Denotes type of file to load.  Accepted types are <tag strings>.
+        (default=None)
+    inst_id : string or NoneType
+        Specifies the satellite ID for a constellation.  Not used.
+        (default=None)
+    data_path : string or NoneType
+        Path to data directory.  If None is specified, the value previously
+        set in Instrument.files.data_path is used.  (default=None)
+    format_str : string or NoneType
+        User specified file format.  If None is specified, the default
+        formats associated with the supplied tags are used. (default=None)
+    supported_tags : dict or NoneType
+        keys are inst_id, each containing a dict keyed by tag
+        where the values file format template strings. (default=None)
+    fake_daily_files_from_monthly : bool
+        Some CDAWeb instrument data files are stored by month, interfering
+        with pysat's functionality of loading by day. This flag, when true,
+        appends daily dates to monthly files internally. These dates are
+        used by load routine in this module to provide data by day.
+    delimiter : string
+        Delimiter string upon which files will be split (e.g., '.')
+    file_type : string
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='netCDF4')
+
+    Returns
+    --------
+    out : pysat.Files.from_os : pysat._files.Files
+        A class containing the verified available files
+
+    """
+    if supported_tags[inst_id][tag].find('{file_type}') > 0:
+        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+            file_type=file_type)
+
+    out = ps_gen.list_files(
+        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
+        supported_tags=supported_tags,
+        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
+        delimiter=delimiter)
+
+    return out
+
+
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
-             password=None):
+             password=None, file_type='hdf5'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -159,9 +213,13 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
         error if user not supplied. (default=None)
     password : string
         Password for data download. (default=None)
+    file_type : string
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='hdf5')
 
-    Notes
-    -----
+    Note
+    ----
     The user's names should be provided in field user. Ritu Karidhal should
     be entered as Ritu+Karidhal
 
@@ -175,53 +233,44 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
                       kindat=str(madrigal_tag[inst_id][tag]),
                       data_path=data_path, user=user, password=password)
+    return
 
 
-def default(inst):
-    pass
-
-
-def clean(inst):
+def clean(self):
     """Routine to return DMSP IVM data cleaned to the specified level
 
-    'Clean' enforces that both RPA and DM flags are <= 1
-    'Dusty' <= 2
-    'Dirty' <= 3
-    'None' None
-
-    Routine is called by pysat, and not by the end user directly.
+    Note
+    ----
+    Supports 'clean', 'dusty', 'dirty'
 
-    Parameters
-    -----------
-    inst : pysat.Instrument
-        Instrument class object, whose attribute clean_level is used to return
-        the desired level of data selectivity.
+    'clean' enforces that both RPA and DM flags are <= 1
+    'dusty' <= 2
+    'dirty' <= 3
+    'none' Causes pysat to skip this routine
 
-    Notes
-    --------
-    Supports 'clean', 'dusty', 'dirty'
+    Routine is called by pysat, and not by the end user directly.
 
     """
 
-    if inst.tag == 'utd':
-        if inst.clean_level == 'clean':
-            idx, = np.where((inst['rpa_flag_ut'] <= 1)
-                            & (inst['idm_flag_ut'] <= 1))
-        elif inst.clean_level == 'dusty':
-            idx, = np.where((inst['rpa_flag_ut'] <= 2)
-                            & (inst['idm_flag_ut'] <= 2))
-        elif inst.clean_level == 'dirty':
-            idx, = np.where((inst['rpa_flag_ut'] <= 3)
-                            & (inst['idm_flag_ut'] <= 3))
+    if self.tag == 'utd':
+        if self.clean_level == 'clean':
+            idx, = np.where((self['rpa_flag_ut'] <= 1)
+                            & (self['idm_flag_ut'] <= 1))
+        elif self.clean_level == 'dusty':
+            idx, = np.where((self['rpa_flag_ut'] <= 2)
+                            & (self['idm_flag_ut'] <= 2))
+        elif self.clean_level == 'dirty':
+            idx, = np.where((self['rpa_flag_ut'] <= 3)
+                            & (self['idm_flag_ut'] <= 3))
         else:
-            idx = slice(0, inst.index.shape[0])
+            idx = slice(0, self.index.shape[0])
     else:
-        if inst.clean_level in ['clean', 'dusty', 'dirty']:
+        if self.clean_level in ['clean', 'dusty', 'dirty']:
             logger.warning('this level 1 data has no quality flags')
-        idx = slice(0, inst.index.shape[0])
+        idx = slice(0, self.index.shape[0])
 
     # downselect data based upon cleaning conditions above
-    inst.data = inst[idx]
+    self.data = self[idx]
 
     return
 

From d7e64a3486fca91ea4c349feeee2727ca45ed5d7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 14 Oct 2020 08:58:11 -0400
Subject: [PATCH 107/231] STY: jro_isr file_type update

Updated jro_isr to use flexible file type throughout
instrument, and changed old variable name.
---
 pysatMadrigal/instruments/jro_isr.py | 82 +++++++++++++++++++++++-----
 1 file changed, 68 insertions(+), 14 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 9ecc729..965155a 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -66,15 +66,13 @@
 # support list files routine
 # use the default CDAWeb method
 jro_fname1 = 'jro{year:4d}{month:02d}{day:02d}'
-jro_fname2 = '.{version:03d}.hdf5'
+jro_fname2 = '.{version:03d}.{file_type}'
 supported_tags = {ss: {'drifts': jro_fname1 + "drifts" + jro_fname2,
                        'drifts_ave': jro_fname1 + "drifts_avg" + jro_fname2,
                        'oblique_stan': jro_fname1 + jro_fname2,
                        'oblique_rand': jro_fname1 + "?" + jro_fname2,
                        'oblique_long': jro_fname1 + "?" + jro_fname2}
                   for ss in inst_ids.keys()}
-list_files = functools.partial(mm_gen.list_files,
-                               supported_tags=supported_tags)
 
 # madrigal tags
 madrigal_inst_code = 10
@@ -120,8 +118,63 @@ def init(self):
     return
 
 
+def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
+               supported_tags=supported_tags,
+               fake_daily_files_from_monthly=False,
+               delimiter=None, file_type=''):
+    """Return a Pandas Series of every data file for this Instrument
+
+    
+    Parameters
+    -----------
+    tag : string or NoneType
+        Denotes type of file to load.  Accepted types are <tag strings>.
+        (default=None)
+    inst_id : string or NoneType
+        Specifies the satellite ID for a constellation.  Not used.
+        (default=None)
+    data_path : string or NoneType
+        Path to data directory.  If None is specified, the value previously
+        set in Instrument.files.data_path is used.  (default=None)
+    format_str : string or NoneType
+        User specified file format.  If None is specified, the default
+        formats associated with the supplied tags are used. (default=None)
+    supported_tags : dict or NoneType
+        keys are inst_id, each containing a dict keyed by tag
+        where the values file format template strings. (default=None)
+    fake_daily_files_from_monthly : bool
+        Some CDAWeb instrument data files are stored by month, interfering
+        with pysat's functionality of loading by day. This flag, when true,
+        appends daily dates to monthly files internally. These dates are
+        used by load routine in this module to provide data by day.
+    delimiter : string
+        Delimiter string upon which files will be split (e.g., '.')
+    file_type : string
+        File format for Madrigal data.  Load routines currently only accepts
+        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
+        here. (default='netCDF4')
+
+    Returns
+    --------
+    out : pysat.Files.from_os : pysat._files.Files
+        A class containing the verified available files
+
+    """
+    if supported_tags[inst_id][tag].find('{file_type}') > 0:
+        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+            file_type=file_type)
+
+    out = ps_gen.list_files(
+        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
+        supported_tags=supported_tags,
+        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
+        delimiter=delimiter)
+
+    return out
+
+
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
-             password=None, file_format='hdf5'):
+             password=None, file_type='hdf5'):
     """Downloads data from Madrigal.
 
     Parameters
@@ -143,7 +196,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
         error if user not supplied. (default=None)
     password : string
         Password for data download. (default=None)
-    file_format : string
+    file_type : string
         File format for Madrigal data.  Currently only accept 'netcdf4' and
         'hdf5'. (default='hdf5')
 
@@ -161,11 +214,12 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
                       kindat=str(madrigal_tag[inst_id][tag]),
-                      data_path=data_path, user=user, password=password)
+                      data_path=data_path, user=user, password=password,
+                      file_type=file_type)
 
 
-def load(fnames, tag=None, inst_id=None, file_format='hdf5'):
-    """ Routine to load the GNSS TEC data
+def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
+    """ Routine to load the JRO ISR data
 
     Parameters
     -----------
@@ -177,7 +231,7 @@ def load(fnames, tag=None, inst_id=None, file_format='hdf5'):
     inst_id : string or NoneType
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    file_format : string
+    file_type : string
         File format for Madrigal data.  Currently only accept 'netcdf4' and
         'hdf5'. (default='hdf5')
 
@@ -236,7 +290,7 @@ def load(fnames, tag=None, inst_id=None, file_format='hdf5'):
     # Load the specified data
     data, meta = mad_meth.load(fnames, tag, inst_id,
                                xarray_coords=xcoords[tag],
-                               file_format=file_format)
+                               file_type=file_type)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])
@@ -249,10 +303,10 @@ def clean(self):
 
     Notes
     --------
-    Supports 'clean', 'dusty', 'dirty'
-    'Clean' is unknown for oblique modes, over 200 km for drifts
-    'Dusty' is unknown for oblique modes, over 200 km for drifts
-    'Dirty' is unknown for oblique modes, over 200 km for drifts
+    Supports 'clean'
+    'clean' is unknown for oblique modes, over 200 km for drifts
+    'dusty' is the same as clean
+    'Dirty' is the same as clean
     'None' None
 
     Routine is called by pysat, and not by the end user directly.

From 9f25389b229293784020546a9bd244450e0d381c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 14 Oct 2020 10:06:22 -0400
Subject: [PATCH 108/231] BUG: index

More efficient transfer from unix to timestamp.  Fixed bug where index does not need to be assigned.
---
 pysatMadrigal/instruments/methods/madrigal.py | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index d5caa0e..d86dcf6 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -102,12 +102,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                                                  'units': unit_string,
                                                  'desc': desc_string}
 
-            # Reset timestamp as datetime and set it as an index
+            # Reset UNIX timestamp as datetime and set it as an index
             file_data = file_data.rename({'timestamps': 'time'})
-            time_data = np.array([dt.datetime.fromtimestamp(tt)
-                                  for tt in file_data['time']])
-            file_data = file_data.update({'time': ('time', time_data)})
-            data = file_data.set_index(time='time')
+            time_data = pds.to_datetime(file_data['time'], unit='s')
+            data = file_data.assign_coords({'time': ('time', time_data)})
 
         elif file_type == "hdf5":
             # Open the specified file and get the data and metadata

From f316ad9b4afd075a14430f2e666fb0a0d26f2553 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Thu, 15 Oct 2020 09:48:41 -0400
Subject: [PATCH 109/231] STY: Apply suggestions from code review

Several suggestions from code review, including code style and docstring typos.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/gnss_tec.py         | 11 +++++------
 pysatMadrigal/instruments/jro_isr.py          |  2 +-
 pysatMadrigal/instruments/methods/madrigal.py |  4 +++-
 3 files changed, 9 insertions(+), 8 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 66f6614..1858567 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -92,7 +92,7 @@ def init(self):
                         " Array Center, Institut Geographique National, ",
                         "France, International GNSS Service, The Crustal ",
                         "Dynamics Data Information System (CDDIS), National ",
-                        " Geodetic Survey, Instituto Brasileiro de Geografia",
+                        "Geodetic Survey, Instituto Brasileiro de Geografia",
                         "e Estatística, RAMSAC CORS of Instituto Geográfico",
                         " Nacional del la República Agentina, Arecibo ",
                         "Observatory, Low-Latitude Ionospheric Sensor ",
@@ -128,14 +128,13 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
     inst_id : string
-        Satellite ID string identifier used for particular dataset. This input
+        Instrument ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
     data_path : string
         Path to directory to download data to. (default=None)
     user : string
         User string input used for download. Provided by user and passed via
-        pysat. If an account is required for dowloads this routine here must
-        error if user not supplied. (default=None)
+        pysat. (default=None)
     password : string
         Password for data download. (default=None)
     url : string
@@ -175,11 +174,11 @@ def load(fnames, tag=None, inst_id=None, file_format='netCDF4'):
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
     inst_id : string or NoneType
-        Satellite ID used to identify particular data set to be loaded.
+        Instrument ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
     file_format : string
         File format for Madrigal data. Currently only accepts 'hdf5' and
-        'netCDF4', but any of the Madrigal options may be used  here.
+        'netCDF4', but any of the supported Madrigal options may be used here.
         (default='netCDF4')
 
     Returns
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 9ecc729..4ccf867 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -175,7 +175,7 @@ def load(fnames, tag=None, inst_id=None, file_format='hdf5'):
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
     inst_id : string or NoneType
-        Satellite ID used to identify particular data set to be loaded.
+        Instrument ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
     file_format : string
         File format for Madrigal data.  Currently only accept 'netcdf4' and
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 3a716f7..5e9fba2 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -62,7 +62,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
         xarray_coords=[{('time',): ['year', 'doy'],
                         ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
     file_format : string
-        File format for Madrigal data.  Currently only accept 'netcdf4' and
+        File format for Madrigal data.  Currently only accepts 'netcdf4' and
         'hdf5'. (default='hdf5')
 
     Returns
@@ -101,6 +101,8 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_format='hdf5'):
                     meta[name_string.lower()] = {'long_name': name_string,
                                                  'units': unit_string,
                                                  'desc': desc_string}
+                    # remove any metadata from xarray
+                    file_data[item].attrs = {}
 
             # Add an index
             file_data = file_data.rename({'timestamps': 'time'})

From 536f402c62040b5c3d415db0d70e2a089a968614 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 15 Oct 2020 12:23:37 -0400
Subject: [PATCH 110/231] BUG: supported tags

Forgot exta curly brackets in `supported_tags` values.  Also fixed typo in module imports and variable names.
---
 pysatMadrigal/instruments/dmsp_ivm.py         | 8 ++++----
 pysatMadrigal/instruments/jro_isr.py          | 6 +++---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 3 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index a33fa5b..d95ee9a 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -85,10 +85,10 @@
 
 # support list files routine
 # use the default CDAWeb method
-dmsp_fname1 = {'utd': 'dms_ut_{year:4d}{month:02d}{day:02d}_',
-               '': 'dms_{year:4d}{month:02d}{day:02d}_'}
-dmsp_fname2 = {'utd': '.{version:03d}.{file_type}',
-               '': 's?.{version:03d}.{file_type}'}
+dmsp_fname1 = {'utd': 'dms_ut_{{year:4d}}{{month:02d}}{{day:02d}}_',
+               '': 'dms_{{year:4d}}{{month:02d}}{{day:02d}}_'}
+dmsp_fname2 = {'utd': '.{{version:03d}}.{file_type}',
+               '': 's?.{{version:03d}}.{file_type}'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
                        for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 5779b8c..22781fd 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -41,7 +41,7 @@
 import logging
 import numpy as np
 
-from pysat.instruments.methods import general as mm_gen
+from pysat.instruments.methods import general as ps_gen
 
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
 from pysatMadrigal.utils import coords
@@ -65,8 +65,8 @@
 
 # support list files routine
 # use the default CDAWeb method
-jro_fname1 = 'jro{year:4d}{month:02d}{day:02d}'
-jro_fname2 = '.{version:03d}.{file_type}'
+jro_fname1 = 'jro{{year:4d}}{{month:02d}}{{day:02d}}'
+jro_fname2 = '.{{version:03d}}.{file_type}'
 supported_tags = {ss: {'drifts': jro_fname1 + "drifts" + jro_fname2,
                        'drifts_ave': jro_fname1 + "drifts_avg" + jro_fname2,
                        'oblique_stan': jro_fname1 + jro_fname2,
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index ac34a7c..702c2d3 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -316,7 +316,7 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
 
     """
 
-    if file_type not in file_typees:
+    if file_type not in file_types:
         raise ValueError("Unknown file format {:}, accepts {:}".format(
             file_type, file_types))
 

From 8fed840dbe228b1cd5e862da2bdc2031ed0c26c2 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 15 Oct 2020 13:17:32 -0400
Subject: [PATCH 111/231] BUG: default file type

Set a default file type for DMSP and JRO.
---
 pysatMadrigal/instruments/dmsp_ivm.py |  2 +-
 pysatMadrigal/instruments/jro_isr.py  | 12 ++++++------
 2 files changed, 7 insertions(+), 7 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index d95ee9a..0451172 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -138,7 +138,7 @@ def init(self):
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False, delimiter=None,
-               file_type=''):
+               file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
     
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 22781fd..2008260 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -118,21 +118,21 @@ def init(self):
     return
 
 
-def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
+def list_files(tag='', inst_id='', data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False,
-               delimiter=None, file_type=''):
+               delimiter=None, file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
     
     Parameters
     -----------
-    tag : string or NoneType
+    tag : string
         Denotes type of file to load.  Accepted types are <tag strings>.
-        (default=None)
-    inst_id : string or NoneType
+        (default='')
+    inst_id : string
         Specifies the satellite ID for a constellation.  Not used.
-        (default=None)
+        (default='')
     data_path : string or NoneType
         Path to data directory.  If None is specified, the value previously
         set in Instrument.files.data_path is used.  (default=None)

From 0aa33e136eb8ea7f07caa069e4a2a1a3e22193bc Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 15 Oct 2020 14:56:01 -0400
Subject: [PATCH 112/231] TST: remove test statement

Remove debug statement from download routine.
---
 pysatMadrigal/instruments/methods/madrigal.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 702c2d3..3f3bc59 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -360,7 +360,6 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
         if not os.path.isfile(local_file):
             web_data.downloadFile(mad_file.name, local_file, user, password,
                                   "pysat", format=file_type)
-            print(os.path.isfile(local_file))
 
     return
 

From 692d8612561e40e66f9b614ed5659735bf9a7e4a Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 15 Oct 2020 14:56:17 -0400
Subject: [PATCH 113/231] MAINT: python 2 support

Removed unnecessary support for Python 2.
---
 pysatMadrigal/instruments/jro_isr.py | 2 --
 1 file changed, 2 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 2008260..4f5214c 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -34,8 +34,6 @@
 
 """
 
-from __future__ import print_function
-from __future__ import absolute_import
 import datetime as dt
 import functools
 import logging

From 0539745af226eab23db7cc89e08bff425a85cfa6 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 15 Oct 2020 14:56:33 -0400
Subject: [PATCH 114/231] BUG: default file_type

Updated the default file_type in list routine.
---
 pysatMadrigal/instruments/gnss_tec.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 8444cb5..5e3d7e8 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -116,7 +116,7 @@ def init(self):
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False, two_digit_year_break=99,
-               delimiter=None, file_type=''):
+               delimiter=None, file_type='netCDF4'):
     """Return a Pandas Series of every data file for this Instrument
 
     

From 2d742c36fe5c172ba313855f0997b84acd978564 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Fri, 16 Oct 2020 14:12:55 -0400
Subject: [PATCH 115/231] BUG: pandas version dependent

Without the fix, this will break on newer pandas versions.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 3f3bc59..5c0e003 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -106,7 +106,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
 
             # Reset UNIX timestamp as datetime and set it as an index
             file_data = file_data.rename({'timestamps': 'time'})
-            time_data = pds.to_datetime(file_data['time'], unit='s')
+            time_data = pds.to_datetime(file_data['time'].values, unit='s')
             data = file_data.assign_coords({'time': ('time', time_data)})
 
         elif file_type == "hdf5":

From a4201ce3abf40ce64abb16989a16faca1cc61930 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 16 Oct 2020 14:32:33 -0400
Subject: [PATCH 116/231] STY: instrument module organization

Updated the instrument module organization.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 169 ++++++++++----------
 pysatMadrigal/instruments/gnss_tec.py |  69 +++++----
 pysatMadrigal/instruments/jro_isr.py  | 213 ++++++++++++++------------
 3 files changed, 246 insertions(+), 205 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 0451172..6330247 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -70,21 +70,19 @@
 
 logger = logging.getLogger(__name__)
 
+# ----------------------------------------------------------------------------
+# Instrument attributes
+
 platform = 'dmsp'
 name = 'ivm'
 tags = {'utd': 'UTDallas DMSP data processing', '': 'Level 2 data processing'}
 inst_ids = {'f11': ['utd', ''], 'f12': ['utd', ''], 'f13': ['utd', ''],
             'f14': ['utd', ''], 'f15': ['utd', ''], 'f16': [''], 'f17': [''],
             'f18': ['']}
-_test_dates = {'f11': {'utd': dt.datetime(1998, 1, 2)},
-               'f12': {'utd': dt.datetime(1998, 1, 2)},
-               'f13': {'utd': dt.datetime(1998, 1, 2)},
-               'f14': {'utd': dt.datetime(1998, 1, 2)},
-               'f15': {'utd': dt.datetime(2017, 12, 30)}}
+
 pandas_format = True
 
-# support list files routine
-# use the default CDAWeb method
+# Local attributes
 dmsp_fname1 = {'utd': 'dms_ut_{{year:4d}}{{month:02d}}{{day:02d}}_',
                '': 'dms_{{year:4d}}{{month:02d}}{{day:02d}}_'}
 dmsp_fname2 = {'utd': '.{{version:03d}}.{file_type}',
@@ -103,13 +101,17 @@
                 'f17': {'': 10117},
                 'f18': {'': 10118}, }
 
-# support listing files currently available on remote server (Madrigal)
-list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+# ----------------------------------------------------------------------------
+# Instrument test attributes
 
-# support load routine
-load = mad_meth.load
+_test_dates = {'f11': {'utd': dt.datetime(1998, 1, 2)},
+               'f12': {'utd': dt.datetime(1998, 1, 2)},
+               'f13': {'utd': dt.datetime(1998, 1, 2)},
+               'f14': {'utd': dt.datetime(1998, 1, 2)},
+               'f15': {'utd': dt.datetime(2017, 12, 30)}}
+
+# ----------------------------------------------------------------------------
+# Instrument methods
 
 
 def init(self):
@@ -135,15 +137,67 @@ def init(self):
     return
 
 
+def clean(self):
+    """Routine to return DMSP IVM data cleaned to the specified level
+
+    Note
+    ----
+    Supports 'clean', 'dusty', 'dirty'
+
+    'clean' enforces that both RPA and DM flags are <= 1
+    'dusty' <= 2
+    'dirty' <= 3
+    'none' Causes pysat to skip this routine
+
+    Routine is called by pysat, and not by the end user directly.
+
+    """
+
+    if self.tag == 'utd':
+        if self.clean_level == 'clean':
+            idx, = np.where((self['rpa_flag_ut'] <= 1)
+                            & (self['idm_flag_ut'] <= 1))
+        elif self.clean_level == 'dusty':
+            idx, = np.where((self['rpa_flag_ut'] <= 2)
+                            & (self['idm_flag_ut'] <= 2))
+        elif self.clean_level == 'dirty':
+            idx, = np.where((self['rpa_flag_ut'] <= 3)
+                            & (self['idm_flag_ut'] <= 3))
+        else:
+            idx = slice(0, self.index.shape[0])
+    else:
+        if self.clean_level in ['clean', 'dusty', 'dirty']:
+            logger.warning('this level 1 data has no quality flags')
+        idx = slice(0, self.index.shape[0])
+
+    # downselect data based upon cleaning conditions above
+    self.data = self[idx]
+
+    return
+
+
+# ----------------------------------------------------------------------------
+# Instrument functions
+#
+# Use the default Madrigal and pysat methods
+
+# Set the list_remote_files routine
+list_remote_files = functools.partial(mad_meth.list_remote_files,
+                                      supported_tags=supported_tags,
+                                      inst_code=madrigal_inst_code)
+
+# Set the load routine
+load = mad_meth.load
+
+
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False, delimiter=None,
                file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
-    
     Parameters
-    -----------
+    ----------
     tag : string or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
@@ -172,7 +226,7 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         here. (default='netCDF4')
 
     Returns
-    --------
+    -------
     out : pysat.Files.from_os : pysat._files.Files
         A class containing the verified available files
 
@@ -236,60 +290,23 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     return
 
 
-def clean(self):
-    """Routine to return DMSP IVM data cleaned to the specified level
-
-    Note
-    ----
-    Supports 'clean', 'dusty', 'dirty'
-
-    'clean' enforces that both RPA and DM flags are <= 1
-    'dusty' <= 2
-    'dirty' <= 3
-    'none' Causes pysat to skip this routine
-
-    Routine is called by pysat, and not by the end user directly.
-
-    """
-
-    if self.tag == 'utd':
-        if self.clean_level == 'clean':
-            idx, = np.where((self['rpa_flag_ut'] <= 1)
-                            & (self['idm_flag_ut'] <= 1))
-        elif self.clean_level == 'dusty':
-            idx, = np.where((self['rpa_flag_ut'] <= 2)
-                            & (self['idm_flag_ut'] <= 2))
-        elif self.clean_level == 'dirty':
-            idx, = np.where((self['rpa_flag_ut'] <= 3)
-                            & (self['idm_flag_ut'] <= 3))
-        else:
-            idx = slice(0, self.index.shape[0])
-    else:
-        if self.clean_level in ['clean', 'dusty', 'dirty']:
-            logger.warning('this level 1 data has no quality flags')
-        idx = slice(0, self.index.shape[0])
-
-    # downselect data based upon cleaning conditions above
-    self.data = self[idx]
-
-    return
+# ----------------------------------------------------------------------------
+# Local functions
 
 
 def smooth_ram_drifts(inst, rpa_flag_key=None, rpa_vel_key='ion_v_sat_for'):
     """ Smooth the ram drifts using a rolling mean
 
     Parameters
-    -----------
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
     rpa_flag_key : string or NoneType
         RPA flag key, if None will not select any data. The UTD RPA flag key
         is 'rpa_flag_ut' (default=None)
     rpa_vel_key : string
         RPA velocity data key (default='ion_v_sat_for')
 
-    Returns
-    ---------
-     RPA data in instrument object
-
     """
 
     if rpa_flag_key in list(inst.data.keys()):
@@ -307,12 +324,10 @@ def update_DMSP_ephemeris(inst, ephem=None):
 
     Parameters
     ----------
+    inst : pysat.Instrument
+       DMSP IVM Instrumet object
     ephem : pysat.Instrument or NoneType
-        dmsp_ivm_ephem instrument object
-
-    Returns
-    ---------
-    Updates 'mlt' and 'mlat'
+        DMSP IVM_EPHEM instrument object
 
     """
 
@@ -347,15 +362,13 @@ def update_DMSP_ephemeris(inst, ephem=None):
 def add_drift_unit_vectors(inst):
     """ Add unit vectors for the satellite velocity
 
-    Returns
-    ---------
-    Adds unit vectors in cartesian and polar coordinates for RAM and
-    cross-track directions
-        - 'unit_ram_x', 'unit_ram_y', 'unit_ram_r', 'unit_ram_theta'
-        - 'unit_cross_x', 'unit_cross_y', 'unit_cross_r', 'unit_cross_theta'
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
 
-    Notes
-    ---------
+    Note
+    ----
     Assumes that the RAM vector is pointed perfectly forward
 
     """
@@ -399,7 +412,9 @@ def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
     """ Add polar cap drifts in cartesian coordinates
 
     Parameters
-    ------------
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
     rpa_flag_key : string or NoneType
         RPA flag key, if None will not select any data. The UTD RPA flag key
         is 'rpa_flag_ut' (default=None)
@@ -408,15 +423,13 @@ def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
     cross_vel_key : string
         Cross-track velocity data key (default='ion_v_sat_left')
 
-    Returns
-    ----------
-    Adds 'ion_vel_pc_x', 'ion_vel_pc_y', and 'partial'.  The last data key
-    indicates whether RPA data was available (False) or not (True).
-
     Notes
     -------
     Polar cap drifts assume there is no vertical component to the X-Y
-    velocities
+    velocities.
+
+    Adds 'ion_vel_pc_x', 'ion_vel_pc_y', and 'partial'.  The last data key
+    indicates whether RPA data was available (False) or not (True).
 
     """
 
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 5e3d7e8..d7c845c 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -47,17 +47,17 @@
 import logging
 logger = logging.getLogger(__name__)
 
+# ----------------------------------------------------------------------------
+# Instrument attributes
 
 platform = 'gnss'
 name = 'tec'
 tags = {'vtec': 'vertical TEC'}
 inst_ids = {'': [tag for tag in tags.keys()]}
-_test_dates = {'': {'vtec': dt.datetime(2017, 11, 19)}}
+
 pandas_format = False
 
-# Support for the list files routine
-# Use the default pysat method within a local routine that defines the
-# file type
+# Local attributes
 dname = '{{year:02d}}{{month:02d}}{{day:02d}}'
 vname = '.{{version:03d}}'
 supported_tags = {ss: {'vtec': ''.join(['gps', dname, 'g', vname,
@@ -68,10 +68,13 @@
 madrigal_inst_code = 8000
 madrigal_tag = {'': {'vtec': 3500}}  # , 'los': 3505}}
 
-# support listing files currently available on remote server (Madrigal)
-list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+# ----------------------------------------------------------------------------
+# Instrument test attributes
+
+_test_dates = {'': {'vtec': dt.datetime(2017, 11, 19)}}
+
+# ----------------------------------------------------------------------------
+# Instrument methods
 
 
 def init(self):
@@ -109,17 +112,44 @@ def init(self):
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
     self.references = "Rideout and Coster (2006) doi:10.1007/s10291-006-0029-5"
-    
+
+    return
+
+
+def clean(self):
+    """Routine to return GNSS TEC data at a specific level
+
+    Note
+    ----
+    Supports 'clean', 'dusty', 'dirty', or 'None'.
+    Routine is called by pysat, and not by the end user directly.
+
+    """
+    if self.tag == "vtec":
+        logger.info("".join(["Data provided at a clean level, further ",
+                             "cleaning may be performed using the ",
+                             "measurement error 'dtec'"]))
+
     return
 
 
+# ----------------------------------------------------------------------------
+# Instrument functions
+#
+# Use the default Madrigal methods
+
+# support listing files currently available on remote server (Madrigal)
+list_remote_files = functools.partial(mad_meth.list_remote_files,
+                                      supported_tags=supported_tags,
+                                      inst_code=madrigal_inst_code)
+
+
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False, two_digit_year_break=99,
                delimiter=None, file_type='netCDF4'):
     """Return a Pandas Series of every data file for this Instrument
 
-    
     Parameters
     -----------
     tag : string or NoneType
@@ -154,7 +184,7 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         here. (default='netCDF4')
 
     Returns
-    --------
+    -------
     out : pysat.Files.from_os : pysat._files.Files
         A class containing the verified available files
 
@@ -272,20 +302,3 @@ def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
         meta['dtec'] = {meta.units_label: 'TECU'}
 
     return data, meta
-
-
-def clean(self):
-    """Routine to return GNSS TEC data at a specific level
-
-    Note
-    ----
-    Supports 'clean', 'dusty', 'dirty', or 'None'.
-    Routine is called by pysat, and not by the end user directly.
-
-    """
-    if self.tag == "vtec":
-        logger.info("".join(["Data provided at a clean level, further ",
-                             "cleaning may be performed using the ",
-                             "measurement error 'dtec'"]))
-
-    return
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 4f5214c..ff489b0 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -46,6 +46,8 @@
 
 logger = logging.getLogger(__name__)
 
+# ----------------------------------------------------------------------------
+# Instrument attributes
 
 platform = 'jro'
 name = 'isr'
@@ -54,15 +56,10 @@
         'oblique_rand': 'Randomized Faraday rotation double-pulse',
         'oblique_long': 'Long pulse Faraday rotation'}
 inst_ids = {'': list(tags.keys())}
-_test_dates = {'': {'drifts': dt.datetime(2010, 1, 19),
-                    'drifts_ave': dt.datetime(2010, 1, 19),
-                    'oblique_stan': dt.datetime(2010, 4, 19),
-                    'oblique_rand': dt.datetime(2000, 11, 9),
-                    'oblique_long': dt.datetime(2010, 4, 12)}}
+
 pandas_format = False
 
-# support list files routine
-# use the default CDAWeb method
+# Local attributes
 jro_fname1 = 'jro{{year:4d}}{{month:02d}}{{day:02d}}'
 jro_fname2 = '.{{version:03d}}.{file_type}'
 supported_tags = {ss: {'drifts': jro_fname1 + "drifts" + jro_fname2,
@@ -72,15 +69,22 @@
                        'oblique_long': jro_fname1 + "?" + jro_fname2}
                   for ss in inst_ids.keys()}
 
-# madrigal tags
+# Madrigal tags
 madrigal_inst_code = 10
 madrigal_tag = {'': {'drifts': 1910, 'drifts_ave': 1911, 'oblique_stan': 1800,
                      'oblique_rand': 1801, 'oblique_long': 1802}, }
 
-# support listing files currently available on remote server (Madrigal)
-list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+# ----------------------------------------------------------------------------
+# Instrument test attributes
+
+_test_dates = {'': {'drifts': dt.datetime(2010, 1, 19),
+                    'drifts_ave': dt.datetime(2010, 1, 19),
+                    'oblique_stan': dt.datetime(2010, 4, 19),
+                    'oblique_rand': dt.datetime(2000, 11, 9),
+                    'oblique_long': dt.datetime(2010, 4, 12)}}
+
+# ----------------------------------------------------------------------------
+# Instrument methods
 
 # Madrigal will sometimes include multiple days within a file
 # labeled with a single date.
@@ -93,14 +97,6 @@
 
 def init(self):
     """Initializes the Instrument object with values specific to JRO ISR
-
-    Runs once upon instantiation.
-
-    Parameters
-    ----------
-    self : pysat.Instrument
-        This object
-
     """
 
     ackn_str = ' '.join(["The Jicamarca Radio Observatory is a facility of",
@@ -111,20 +107,78 @@ def init(self):
 
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
-    self.references = "?"
+    self.references = "Depends on the radar experiment; contact PI"
+
+    return
+
+
+def clean(self):
+    """Routine to return JRO ISR data cleaned to the specified level
+
+    Note
+    ----
+    Supports 'clean'
+    'clean' is unknown for oblique modes, over 200 km for drifts
+    'dusty' is the same as clean
+    'Dirty' is the same as clean
+    'None' None
+
+    Routine is called by pysat, and not by the end user directly.
+
+    """
+
+    # Default to selecting all of the data
+    idx = {'gdalt': [i for i in range(self.data.indexes['gdalt'].shape[0])]}
+
+    if self.tag.find('oblique') == 0:
+        # Oblique profile cleaning
+        logger.info(' '.join(['The double pulse, coded pulse, and long pulse',
+                              'modes implemented at Jicamarca have different',
+                              'limitations arising from different degrees of',
+                              'precision and accuracy. Users should consult',
+                              'with the staff to determine which mode is',
+                              'right for their application.']))
+
+        if self.clean_level in ['clean', 'dusty', 'dirty']:
+            logger.warning('this level 2 data has no quality flags')
+    else:
+        # Ion drift cleaning
+        if self.clean_level in ['clean', 'dusty', 'dirty']:
+            if self.clean_level in ['clean', 'dusty']:
+                logger.warning('this level 2 data has no quality flags')
+
+            ida, = np.where((self.data.indexes['gdalt'] > 200.0))
+            idx['gdalt'] = np.unique(ida)
+        else:
+            logger.warning(' '.join(["interpretation of drifts below 200 km",
+                                     "should always be done in partnership",
+                                     "with the contact people"]))
+
+    # downselect data based upon cleaning conditions above
+    self.data = self[idx]
 
     return
 
 
+# ----------------------------------------------------------------------------
+# Instrument functions
+#
+# Use the default Madrigal and pysat methods
+
+# Set list_remote_files routine
+list_remote_files = functools.partial(mad_meth.list_remote_files,
+                                      supported_tags=supported_tags,
+                                      inst_code=madrigal_inst_code)
+
+
 def list_files(tag='', inst_id='', data_path=None, format_str=None,
                supported_tags=supported_tags,
                fake_daily_files_from_monthly=False,
                delimiter=None, file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
-    
     Parameters
-    -----------
+    ----------
     tag : string
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default='')
@@ -153,7 +207,7 @@ def list_files(tag='', inst_id='', data_path=None, format_str=None,
         here. (default='netCDF4')
 
     Returns
-    --------
+    -------
     out : pysat.Files.from_os : pysat._files.Files
         A class containing the verified available files
 
@@ -296,67 +350,28 @@ def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
     return data, meta
 
 
-def clean(self):
-    """Routine to return JRO ISR data cleaned to the specified level
-
-    Notes
-    --------
-    Supports 'clean'
-    'clean' is unknown for oblique modes, over 200 km for drifts
-    'dusty' is the same as clean
-    'Dirty' is the same as clean
-    'None' None
-
-    Routine is called by pysat, and not by the end user directly.
-
-    """
-
-    # Default to selecting all of the data
-    idx = {'gdalt': [i for i in range(self.data.indexes['gdalt'].shape[0])]}
-
-    if self.tag.find('oblique') == 0:
-        # Oblique profile cleaning
-        logger.info(' '.join(['The double pulse, coded pulse, and long pulse',
-                              'modes implemented at Jicamarca have different',
-                              'limitations arising from different degrees of',
-                              'precision and accuracy. Users should consult',
-                              'with the staff to determine which mode is',
-                              'right for their application.']))
-
-        if self.clean_level in ['clean', 'dusty', 'dirty']:
-            logger.warning('this level 2 data has no quality flags')
-    else:
-        # Ion drift cleaning
-        if self.clean_level in ['clean', 'dusty', 'dirty']:
-            if self.clean_level in ['clean', 'dusty']:
-                logger.warning('this level 2 data has no quality flags')
-
-            ida, = np.where((self.data.indexes['gdalt'] > 200.0))
-            idx['gdalt'] = np.unique(ida)
-        else:
-            logger.warning(' '.join(["interpretation of drifts below 200 km",
-                                     "should always be done in partnership",
-                                     "with the contact people"]))
-
-    # downselect data based upon cleaning conditions above
-    self.data = self[idx]
-
-    return
+# ----------------------------------------------------------------------------
+# Local functions
 
 
-def calc_measurement_loc(self):
+def calc_measurement_loc(inst):
     """ Calculate the instrument measurement location in geographic coordinates
 
-    Returns
-    -------
-    Void : adds 'gdlat#', 'gdlon#' to the instrument, for all directions that
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        JRO ISR Instrument object
+
+    Note
+    ----
+    Adds 'gdlat#', 'gdlon#' to the instrument, for all directions that
     have azimuth and elevation keys that match the format 'eldir#' and 'azdir#'
 
     """
 
-    az_keys = [kk[5:] for kk in list(self.data.keys())
+    az_keys = [kk[5:] for kk in list(inst.data.keys())
                if kk.find('azdir') == 0]
-    el_keys = [kk[5:] for kk in list(self.data.keys())
+    el_keys = [kk[5:] for kk in list(inst.data.keys())
                if kk.find('eldir') == 0]
     good_dir = list()
 
@@ -379,36 +394,36 @@ def calc_measurement_loc(self):
         lon_key = 'gdlon{:d}'.format(dd)
         # JRO is located 520 m above sea level (jro.igp.gob.pe./english/)
         # Also, altitude has already been calculated
-        gdaltr = np.ones(shape=self['gdlonr'].shape) * 0.52
-        gdlat, gdlon, _ = coords.local_horizontal_to_global_geo(self[az_key],
-                                                                self[el_key],
-                                                                self['range'],
-                                                                self['gdlatr'],
-                                                                self['gdlonr'],
+        gdaltr = np.ones(shape=inst['gdlonr'].shape) * 0.52
+        gdlat, gdlon, _ = coords.local_horizontal_to_global_geo(inst[az_key],
+                                                                inst[el_key],
+                                                                inst['range'],
+                                                                inst['gdlatr'],
+                                                                inst['gdlonr'],
                                                                 gdaltr,
                                                                 geodetic=True)
 
         # Assigning as data, to ensure that the number of coordinates match
         # the number of data dimensions
-        self.data = self.data.assign({lat_key: gdlat, lon_key: gdlon})
+        inst.data = inst.data.assign({lat_key: gdlat, lon_key: gdlon})
 
         # Add metadata for the new data values
         bm_label = "Beam {:d} ".format(dd)
-        self.meta[lat_key] = {self.meta.units_label: 'degrees',
-                              self.meta.name_label: bm_label + 'latitude',
-                              self.meta.desc_label: bm_label + 'latitude',
-                              self.meta.plot_label: bm_label + 'Latitude',
-                              self.meta.axis_label: bm_label + 'Latitude',
-                              self.meta.scale_label: 'linear',
-                              self.meta.min_label: -90.0,
-                              self.meta.max_label: 90.0,
-                              self.meta.fill_label: np.nan}
-        self.meta[lon_key] = {self.meta.units_label: 'degrees',
-                              self.meta.name_label: bm_label + 'longitude',
-                              self.meta.desc_label: bm_label + 'longitude',
-                              self.meta.plot_label: bm_label + 'Longitude',
-                              self.meta.axis_label: bm_label + 'Longitude',
-                              self.meta.scale_label: 'linear',
-                              self.meta.fill_label: np.nan}
+        inst.meta[lat_key] = {inst.meta.units_label: 'degrees',
+                              inst.meta.name_label: bm_label + 'latitude',
+                              inst.meta.desc_label: bm_label + 'latitude',
+                              inst.meta.plot_label: bm_label + 'Latitude',
+                              inst.meta.axis_label: bm_label + 'Latitude',
+                              inst.meta.scale_label: 'linear',
+                              inst.meta.min_label: -90.0,
+                              inst.meta.max_label: 90.0,
+                              inst.meta.fill_label: np.nan}
+        inst.meta[lon_key] = {inst.meta.units_label: 'degrees',
+                              inst.meta.name_label: bm_label + 'longitude',
+                              inst.meta.desc_label: bm_label + 'longitude',
+                              inst.meta.plot_label: bm_label + 'Longitude',
+                              inst.meta.axis_label: bm_label + 'Longitude',
+                              inst.meta.scale_label: 'linear',
+                              inst.meta.fill_label: np.nan}
 
     return

From 1263a58a26493932758521f199ac533f7127f9a5 Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Mon, 19 Oct 2020 17:47:08 -0500
Subject: [PATCH 117/231] BUG: Fixed compatibility with netcdf4 file creation

---
 CHANGELOG.md                                  |  3 +++
 pysatMadrigal/instruments/methods/madrigal.py | 19 +++++++++++++++----
 2 files changed, 18 insertions(+), 4 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0535e07..1040632 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,9 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 
 ## [0.?.?] - 2020-07-03
 - Added coords from pysat.utils
+- Bug Fix
+   - Updated madrigal methods to simplify compound data types and enable
+     creation of netCDF4 files using `Instrument.to_netcdf4()`.
 
 ## [0.0.3] - 2020-06-15
 - pypi compatibility
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 3889889..21d5ec5 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -89,10 +89,11 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[]):
     file_meta = filed['Metadata']['Data Parameters']
     # load up what is offered into pysat.Meta
     meta = pysat.Meta()
-    meta.info = {'acknowledgements':
-                 ' '.join(["See 'meta.Experiment_Notes' for instrument",
-                           "specific acknowledgements\n", cedar_rules()]),
-                 'references': "See 'meta.Experiment_Notes' for references"}
+    meta.acknowledgements = "".join(("See 'meta.Experiment_Notes' for ",
+                                     "instrument specific acknowledgements\n",
+                                     cedar_rules()))
+    meta.references = "See 'meta.Experiment_Notes' for references"
+
     labels = []
     for item in file_meta:
         # handle difference in string output between python 2 and 3
@@ -115,6 +116,16 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[]):
     for key in filed['Metadata']:
         if key != 'Data Parameters':
             setattr(meta, key.replace(' ', '_'), filed['Metadata'][key][:])
+
+    # Update formatting of madrigal experiment information since
+    # netcdf4 doesn't recommend compound data types.
+    mad_vars = [('Experiment_Parameters', ': '),
+                ('Independent_Spatial_Parameters', ': '),
+                ('Experiment_Notes', '')]
+    for mad_var in mad_vars:
+        temp = [mad_var[1].join(snip) for snip in getattr(meta, mad_var[0])]
+        setattr(meta, mad_var[0], temp)
+
     # data into frame, with labels from metadata
     data = pds.DataFrame.from_records(file_data, columns=labels)
     # lowercase variable names

From ffbc5ddf3344fd8b9d0957929205a30315981a3d Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Tue, 20 Oct 2020 17:22:50 -0500
Subject: [PATCH 118/231] BUG: Removed references etc from meta

---
 pysatMadrigal/instruments/methods/madrigal.py | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 21d5ec5..c2ecd13 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -89,10 +89,6 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[]):
     file_meta = filed['Metadata']['Data Parameters']
     # load up what is offered into pysat.Meta
     meta = pysat.Meta()
-    meta.acknowledgements = "".join(("See 'meta.Experiment_Notes' for ",
-                                     "instrument specific acknowledgements\n",
-                                     cedar_rules()))
-    meta.references = "See 'meta.Experiment_Notes' for references"
 
     labels = []
     for item in file_meta:

From ba8b4291be10abb5c72a7771af2140bad8367532 Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Tue, 20 Oct 2020 17:44:59 -0500
Subject: [PATCH 119/231] BUG: Updated for python 3

---
 pysatMadrigal/instruments/methods/madrigal.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index c2ecd13..30e1692 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -119,8 +119,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[]):
                 ('Independent_Spatial_Parameters', ': '),
                 ('Experiment_Notes', '')]
     for mad_var in mad_vars:
-        temp = [mad_var[1].join(snip) for snip in getattr(meta, mad_var[0])]
-        setattr(meta, mad_var[0], temp)
+        snips = [[snip.decode('UTF-8') for snip in items] for items in
+                 getattr(meta, mad_var[0])]
+        snips = [mad_var[1].join(snip) for snip in snips]
+        setattr(meta, mad_var[0], snips)
 
     # data into frame, with labels from metadata
     data = pds.DataFrame.from_records(file_data, columns=labels)

From eabcd255d98badb36fc5952d76bd5a7741a59327 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 21 Oct 2020 10:00:30 -0400
Subject: [PATCH 120/231] STY: merge suggestions

Implemented various suggested changes to the data merging.
---
 pysatMadrigal/instruments/methods/madrigal.py | 89 ++++++++++---------
 1 file changed, 46 insertions(+), 43 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 5c0e003..1478215 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -82,34 +82,41 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     # Initialize the output
     meta = pysat.Meta()
     labels = []
-    fdata = []
 
     # Load the file data
-    for fname in fnames:
-        if file_type == "netCDF4":
-            # Xarray natively opens netCDF data into a Dataset
-            file_data = xr.open_dataset(fname)
-
-            # Currently not saving file header data, as all metadata is at
-            # the data variable level
-            if len(labels) == 0:
-                for item in file_data.data_vars.keys():
-                    name_string = item
-                    unit_string = file_data[item].attrs['units']
-                    desc_string = file_data[item].attrs['description']
-                    labels.append(name_string)
-                    meta[name_string.lower()] = {'long_name': name_string,
-                                                 'units': unit_string,
-                                                 'desc': desc_string}
-                    # remove any metadata from xarray
-                    file_data[item].attrs = {}
-
-            # Reset UNIX timestamp as datetime and set it as an index
-            file_data = file_data.rename({'timestamps': 'time'})
-            time_data = pds.to_datetime(file_data['time'].values, unit='s')
-            data = file_data.assign_coords({'time': ('time', time_data)})
-
-        elif file_type == "hdf5":
+    if file_type == "netCDF4":
+        # Xarray natively opens netCDF data into a Dataset
+        file_data = xr.open_dataset(fnames, combine='by_coords')
+
+        # Currently not saving file header data, as all metadata is at
+        # the data variable level
+        if len(labels) == 0:
+            for item in file_data.data_vars.keys():
+                name_string = item
+                unit_string = file_data[item].attrs['units']
+                desc_string = file_data[item].attrs['description']
+                labels.append(name_string)
+                meta[name_string.lower()] = {'long_name': name_string,
+                                             'units': unit_string,
+                                             'desc': desc_string}
+                # remove any metadata from xarray
+                file_data[item].attrs = {}
+
+        # Reset UNIX timestamp as datetime and set it as an index
+        file_data = file_data.rename({'timestamps': 'time'})
+        time_data = pds.to_datetime(file_data['time'].values, unit='s')
+        data = file_data.assign_coords({'time': ('time', time_data)})
+
+    elif file_type == "hdf5":
+        # Ensure we don't try to create an xarray object with only time as
+        # the coordinate
+        coord_len = len(xarray_coords)
+        if 'time' in xarray_coords:
+            coord_len -= 1
+
+        # Cycle through all the filenames
+        fdata = []
+        for fname in fnames:
             # Open the specified file and get the data and metadata
             filed = h5py.File(fname, 'r')
             file_data = filed['Data']['Table Layout']
@@ -154,12 +161,6 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                 year=data.loc[:, 'year'], month=data.loc[:, 'month'],
                 day=data.loc[:, 'day'], uts=uts)
 
-            # Ensure we don't try to create an xarray object with only time as
-            # the coordinate
-            coord_len = len(xarray_coords)
-            if 'time' in xarray_coords:
-                coord_len -= 1
-
             # Declare index or recast as xarray
             if coord_len > 0:
                 # If a list was provided, recast as a dict and grab the data
@@ -226,12 +227,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     xdatasets.append(sel_data.to_xarray())
 
                 # Merge all of the datasets
-                for i in np.arange(1, len(xdatasets)):
-                    xdatasets[0] = xdatasets[0].merge(xdatasets[i])
+                data = xr.merge(xdatasets)
 
                 # Test to see that all data was retrieved
-                test_variables = [xkey for xkey
-                                  in xdatasets[0].variables.keys()]
+                test_variables = [xkey for xkey in data.variables.keys()]
                 ltest = len(test_variables)
                 ldata = len(data.columns)
 
@@ -249,8 +248,6 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                                                   '{:d} != '.format(ltest),
                                                   '{:d}; '.format(ldata),
                                                   estr]))
-
-                data = xdatasets[0]
             else:
                 # Set the index to time
                 data.index = time
@@ -262,12 +259,18 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                                             " specifing additional coordinates",
                                             " and storing the data as an ",
                                             "xarray Dataset"]))
-        fdata.append(data)
 
-    # If multiple files were loaded, merge the data together
-    for i in np.arange(1, len(fdata)):
-        fdata[0] = fdata[0].merge(fdata[i])
-    data = fdata[0]
+            # Compile a list of the data objects
+            fdata.append(data)
+
+        # If multiple files were loaded, merge the data together
+        if len(fdata) == 1:
+            data = fdata[0]
+        else:
+            if coord_len > 0:
+                data = xr.merge(fdata)
+            else:
+                data = pds.merge(fdata)
 
     return data, meta
 

From 193cf505237a5be01e2a2ef586635410a9e576d5 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 21 Oct 2020 10:16:37 -0400
Subject: [PATCH 121/231] TST: unnecesary(?) checkout

Removed possibly unnecessary checkout statement.
---
 .travis.yml | 1 -
 1 file changed, 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 425eb68..be22923 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -39,7 +39,6 @@ install:
   - cd ..
   - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git
   - cd pysat
-  - git checkout develop-3
   - python setup.py install
   - export PYTHONPATH=$PYTHONPATH:$(pwd)
   # set up data directory

From bebff4d10b675640b245c247e8d69cd6113a29b8 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 21 Oct 2020 11:20:35 -0400
Subject: [PATCH 122/231] BUG: reordered data merging for tests

Reordered the data merging and test variable
definition to ensure testing is possible.
---
 pysatMadrigal/instruments/methods/madrigal.py | 14 ++++++++------
 1 file changed, 8 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 1478215..6983e0f 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -226,23 +226,25 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     # Recast as an xarray
                     xdatasets.append(sel_data.to_xarray())
 
+                # Get the necessary information to test the data
+                ltest = len(test_variables)
+                lcols = data.columns
+                ldata = len(lcols)
+
                 # Merge all of the datasets
                 data = xr.merge(xdatasets)
-
-                # Test to see that all data was retrieved
                 test_variables = [xkey for xkey in data.variables.keys()]
-                ltest = len(test_variables)
-                ldata = len(data.columns)
 
+                # Test to see that all data was retrieved
                 if ltest != ldata:
                     if ltest < ldata:
                         estr = 'missing: {:}'.format(
-                            ' '.join([dvar for dvar in data.columns
+                            ' '.join([dvar for dvar in lcols
                                       if dvar not in test_variables]))
                     else:
                         estr = 'have extra: {:}'.format(
                             ' '.join([tvar for tvar in test_variables
-                                      if tvar not in data.columns]))
+                                      if tvar not in lcols]))
                         raise ValueError(''.join(['coordinates not supplied ',
                                                   'for all data columns: ',
                                                   '{:d} != '.format(ltest),

From 991c2123999082fe234988e134037b3e5ddc0d26 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 21 Oct 2020 15:34:29 -0400
Subject: [PATCH 123/231] BUG: netCDF4 multi-file loading

Fixed incorrect implementation of loading multiple files at once.
---
 pysatMadrigal/instruments/methods/madrigal.py | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 6983e0f..67c2295 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -86,7 +86,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     # Load the file data
     if file_type == "netCDF4":
         # Xarray natively opens netCDF data into a Dataset
-        file_data = xr.open_dataset(fnames, combine='by_coords')
+        if len(fnames) == 1:
+            file_data = xr.open_dataset(fnames[0])
+        else:
+            file_data = xr.open_mfdataset(fnames, combine='by_coords')
 
         # Currently not saving file header data, as all metadata is at
         # the data variable level

From 7ae7fb2d8143536b32748db10725e757e949646b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 21 Oct 2020 16:33:27 -0400
Subject: [PATCH 124/231] DOC: add temprorary warning for file loading

Added a temporary warning for file loading, as HDF5 loading may break if netCDF4 was used previously.
---
 pysatMadrigal/instruments/methods/madrigal.py | 4 ++++
 1 file changed, 4 insertions(+)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 67c2295..99cb8fa 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -74,6 +74,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     metadata : pysat.Meta
         Metadata from the HDF5 file, as well as default values from pysat
 
+    Note
+    ----
+    Currently HDF5 reading breaks if a different file type was used previously
+
     """
     # Test the file format
     if file_type not in ['netCDF4', 'hdf5']:

From e48af3dfd55e14a2c2ecdb464a8d98ac1a61af06 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 22 Oct 2020 08:02:32 -0400
Subject: [PATCH 125/231] BUG: variable order

Fixed variable order, not using a variable before it is defined.
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 99cb8fa..a6a47ca 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -234,13 +234,13 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     xdatasets.append(sel_data.to_xarray())
 
                 # Get the necessary information to test the data
-                ltest = len(test_variables)
                 lcols = data.columns
                 ldata = len(lcols)
 
                 # Merge all of the datasets
                 data = xr.merge(xdatasets)
                 test_variables = [xkey for xkey in data.variables.keys()]
+                ltest = len(test_variables)
 
                 # Test to see that all data was retrieved
                 if ltest != ldata:

From c4d83e2b8d2ae61ad68c62042dad31328d16fb73 Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Fri, 30 Oct 2020 16:50:23 -0500
Subject: [PATCH 126/231] BUG: Updated load for multiple files in pandas

---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index a6a47ca..613069a 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -279,7 +279,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
             if coord_len > 0:
                 data = xr.merge(fdata)
             else:
-                data = pds.merge(fdata)
+                data = pds.concat(fdata)
 
     return data, meta
 

From 2ac496e33b8aa275473444269e0d82a61ea7844d Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Fri, 30 Oct 2020 16:51:02 -0500
Subject: [PATCH 127/231] STY: Updated CHANGELOG.md

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 1040632..4fe624a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 - Bug Fix
    - Updated madrigal methods to simplify compound data types and enable
      creation of netCDF4 files using `Instrument.to_netcdf4()`.
+   - Updated load for multiple files in pandas format
 
 ## [0.0.3] - 2020-06-15
 - pypi compatibility

From 9c75e985bb2c5f68d7adfdb135a9859077c74957 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 19 Nov 2020 15:41:27 -0500
Subject: [PATCH 128/231] STY: update logger handle

Updated logger handle to use pysat logger.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 4 +---
 pysatMadrigal/instruments/gnss_tec.py | 4 +---
 pysatMadrigal/instruments/jro_isr.py  | 4 +---
 3 files changed, 3 insertions(+), 9 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 6330247..82871d8 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -60,16 +60,14 @@
 
 import datetime as dt
 import functools
-import logging
 import numpy as np
 import pandas as pds
 
 from pysat.instruments.methods import general as ps_gen
+from pysat import logger
 
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
 
-logger = logging.getLogger(__name__)
-
 # ----------------------------------------------------------------------------
 # Instrument attributes
 
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index d7c845c..424776e 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -41,12 +41,10 @@
 import numpy as np
 
 from pysat.instruments.methods import general as ps_gen
+from pysat import logger
 
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
 
-import logging
-logger = logging.getLogger(__name__)
-
 # ----------------------------------------------------------------------------
 # Instrument attributes
 
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index ff489b0..d38de9f 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -36,16 +36,14 @@
 
 import datetime as dt
 import functools
-import logging
 import numpy as np
 
 from pysat.instruments.methods import general as ps_gen
+from pysat import logger
 
 from pysatMadrigal.instruments.methods import madrigal as mad_meth
 from pysatMadrigal.utils import coords
 
-logger = logging.getLogger(__name__)
-
 # ----------------------------------------------------------------------------
 # Instrument attributes
 

From 4006c8710ad86902c1d20ae71313ec2a2b66a607 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 9 Dec 2020 14:06:59 -0500
Subject: [PATCH 129/231] STY: updated meta class

Updated Meta class to use MetaLabels.
---
 pysatMadrigal/instruments/methods/madrigal.py | 17 +++++++++--------
 1 file changed, 9 insertions(+), 8 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 613069a..700a996 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -71,7 +71,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     data : pds.DataFrame or xr.Dataset
         A pandas DataFrame or xarray Dataset holding the data from the HDF5
         file
-    metadata : pysat.Meta
+    meta : pysat.Meta
         Metadata from the HDF5 file, as well as default values from pysat
 
     Note
@@ -103,10 +103,11 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                 unit_string = file_data[item].attrs['units']
                 desc_string = file_data[item].attrs['description']
                 labels.append(name_string)
-                meta[name_string.lower()] = {'long_name': name_string,
-                                             'units': unit_string,
-                                             'desc': desc_string}
-                # remove any metadata from xarray
+                meta[name_string.lower()] = {meta.labels.name: name_string,
+                                             meta.labels.units: unit_string,
+                                             meta.labels.desc: desc_string}
+
+                # Remove any metadata from xarray
                 file_data[item].attrs = {}
 
         # Reset UNIX timestamp as datetime and set it as an index
@@ -136,9 +137,9 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     unit_string = item[3].decode('UTF-8')
                     desc_string = item[1].decode('UTF-8')
                     labels.append(name_string)
-                    meta[name_string.lower()] = {'long_name': name_string,
-                                                 'units': unit_string,
-                                                 'desc': desc_string}
+                    meta[name_string.lower()] = {meta.labels.name: name_string,
+                                                 meta.labels.units: unit_string,
+                                                 meta.labels.desc: desc_string}
 
             # Add additional metadata notes. Custom attributes attached to meta
             # are attached to corresponding Instrument object when pysat

From 80a0791d24faa7347b1d8e1ca3225c76fe2a5fc3 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 9 Dec 2020 14:09:52 -0500
Subject: [PATCH 130/231] STY: JRO ISR meta class updated

Updated the use of Meta in the JRO ISR instrument.
---
 pysatMadrigal/instruments/jro_isr.py | 32 ++++++++++++++--------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index d38de9f..d931a9c 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -407,21 +407,21 @@ def calc_measurement_loc(inst):
 
         # Add metadata for the new data values
         bm_label = "Beam {:d} ".format(dd)
-        inst.meta[lat_key] = {inst.meta.units_label: 'degrees',
-                              inst.meta.name_label: bm_label + 'latitude',
-                              inst.meta.desc_label: bm_label + 'latitude',
-                              inst.meta.plot_label: bm_label + 'Latitude',
-                              inst.meta.axis_label: bm_label + 'Latitude',
-                              inst.meta.scale_label: 'linear',
-                              inst.meta.min_label: -90.0,
-                              inst.meta.max_label: 90.0,
-                              inst.meta.fill_label: np.nan}
-        inst.meta[lon_key] = {inst.meta.units_label: 'degrees',
-                              inst.meta.name_label: bm_label + 'longitude',
-                              inst.meta.desc_label: bm_label + 'longitude',
-                              inst.meta.plot_label: bm_label + 'Longitude',
-                              inst.meta.axis_label: bm_label + 'Longitude',
-                              inst.meta.scale_label: 'linear',
-                              inst.meta.fill_label: np.nan}
+        inst.meta[lat_key] = {inst.meta.labels.units: 'degrees',
+                              inst.meta.labels.name: bm_label + 'latitude',
+                              inst.meta.labels.desc: bm_label + 'latitude',
+                              inst.meta.labels.plot: bm_label + 'Latitude',
+                              inst.meta.labels.axis: bm_label + 'Latitude',
+                              inst.meta.labels.scale: 'linear',
+                              inst.meta.labels.min_val: -90.0,
+                              inst.meta.labels.max_val: 90.0,
+                              inst.meta.labels.fill_val: np.nan}
+        inst.meta[lon_key] = {inst.meta.labels.units: 'degrees',
+                              inst.meta.labels.name: bm_label + 'longitude',
+                              inst.meta.labels.desc: bm_label + 'longitude',
+                              inst.meta.labels.plot: bm_label + 'Longitude',
+                              inst.meta.labels.axis: bm_label + 'Longitude',
+                              inst.meta.labels.scale: 'linear',
+                              inst.meta.labels.fill_val: np.nan}
 
     return

From 94b662d5017f3f3b45ce5b083d76458e70363933 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 9 Dec 2020 14:11:07 -0500
Subject: [PATCH 131/231] ENH: udated GNSS TEC meta class

Updated the use of labels in the GNSS TEC instrument.
---
 pysatMadrigal/instruments/gnss_tec.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 424776e..f083f48 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -296,7 +296,7 @@ def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
 
     # Fix the units for tec and dtec
     if tag == 'vtec':
-        meta['tec'] = {meta.units_label: 'TECU'}
-        meta['dtec'] = {meta.units_label: 'TECU'}
+        meta['tec'] = {meta.labels.units: 'TECU'}
+        meta['dtec'] = {meta.labels.units: 'TECU'}
 
     return data, meta

From 737c81af9c5982b903e7655ba906dae37a3ea672 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 9 Dec 2020 14:13:30 -0500
Subject: [PATCH 132/231] DOC: updated changelog

Updated changelog with general description of many of the recent pulls.
---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4fe624a..e91e69a 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 
 ## [0.?.?] - 2020-07-03
 - Added coords from pysat.utils
+- Made changes to structure to comply with updates in pysat 3.0.0
 - Bug Fix
    - Updated madrigal methods to simplify compound data types and enable
      creation of netCDF4 files using `Instrument.to_netcdf4()`.

From 19524a3db252a360b7e2d7ea30e1f2775090fbba Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 11 Dec 2020 12:31:15 -0500
Subject: [PATCH 133/231] TST: add password support to tests

---
 pysatMadrigal/tests/test_instruments.py | 18 +++++++++++++++++-
 1 file changed, 17 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 02bf101..a3535b4 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -7,7 +7,23 @@
 
 import pysatMadrigal
 
-instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments)
+# Optional code to pass through user and password info to test instruments
+# dict, keyed by pysat instrument, with a list of usernames and passwords
+# user_info = {'platform_name': {'user': 'pysat_user',
+#                                'password': 'None'}}
+user_info = {module: {'user': 'pysat+CI_tests',
+                      'password': 'pysat.developers@gmail.com'}
+             for module in pysatMadrigal.instruments.__all__}
+
+# Developers for instrument libraries should update the following line to
+# point to their own subpackage location
+# e.g.,
+# instruments = generate_instrument_list(inst_loc=mypackage.inst)
+# If user and password info supplied, use the following instead
+# instruments = generate_instrument_list(inst_loc=mypackage.inst,
+#                                        user_info=user_info)
+instruments = generate_instrument_list(inst_loc=pysatMadrigal.instruments,
+                                       user_info=user_info)
 method_list = [func for func in dir(InstTestClass)
                if callable(getattr(InstTestClass, func))]
 

From b804a3b9588fd082fd23f4575526cc30d6ac3067 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 11 Dec 2020 12:32:45 -0500
Subject: [PATCH 134/231] ENH: remove auto-generation of user/password in
 methods

---
 pysatMadrigal/instruments/methods/madrigal.py | 33 -------------------
 1 file changed, 33 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 613069a..2003fca 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -338,17 +338,6 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
     if kindat is None:
         raise ValueError("Must supply Madrigal experiment code")
 
-    # currently passes things along if no user and password supplied
-    # need to do this for testing
-    # TODO, implement user and password values in test code
-    # specific to each instrument
-    if user is None:
-        logger.info('No user information supplied for download.')
-        user = 'pysat_testing'
-    if password is None:
-        logger.info('Please provide email address in password field.')
-        password = 'pysat_testing@not_real_email.org'
-
     # Initialize the connection to Madrigal
     web_data = madrigalWeb.MadrigalData(url)
 
@@ -437,17 +426,6 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
     else:
         kindat = [int(kk) for kk in kindat.split(",")]
 
-    # currently passes things along if no user and password supplied
-    # need to do this for testing
-    # TODO, implement user and password values in test code
-    # specific to each instrument
-    if user is None:
-        logger.warning('No user information supplied for download.')
-        user = 'pysat_testing'
-    if password is None:
-        logger.warning('Please provide email address in password field.')
-        password = 'pysat_testing@not_real_email.org'
-
     # If date_array supplied, overwrite start and stop
     if date_array is not None:
         if len(date_array) == 0:
@@ -593,17 +571,6 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     if inst_code is None:
         raise ValueError("Must supply Madrigal instrument code")
 
-    # currently passes things along if no user and password supplied
-    # need to do this for testing
-    # TODO, implement user and password values in test code
-    # specific to each instrument
-    if user is None:
-        logger.info('No user information supplied for download.')
-        user = 'pysat_testing'
-    if password is None:
-        logger.info('Please provide email address in password field.')
-        password = 'pysat_testing@not_real_email.org'
-
     # Test input
     try:
         format_str = supported_tags[inst_id][tag]

From 4ae2728b8db67db9baacd6ff8a6e02d9635628d5 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 14 Dec 2020 10:23:21 -0500
Subject: [PATCH 135/231] ENH: generalize madrigal parameter checks

---
 pysatMadrigal/instruments/methods/madrigal.py | 36 +++++++++++++++----
 1 file changed, 30 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 2003fca..88fa218 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -332,8 +332,7 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
         raise ValueError("Unknown file format {:}, accepts {:}".format(
             file_type, file_types))
 
-    if inst_code is None:
-        raise ValueError("Must supply Madrigal instrument code")
+    _check_madrigal_params(inst_code=inst_code, user=user, password=password)
 
     if kindat is None:
         raise ValueError("Must supply Madrigal experiment code")
@@ -418,8 +417,7 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
 
     """
 
-    if inst_code is None:
-        raise ValueError("Must supply Madrigal instrument code")
+    _check_madrigal_params(inst_code=inst_code, user=user, password=password)
 
     if kindat is None:
         kindat = []
@@ -568,8 +566,8 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
                                               inst_code=madrigal_inst_code)
 
     """
-    if inst_code is None:
-        raise ValueError("Must supply Madrigal instrument code")
+
+    _check_madrigal_params(inst_code=inst_code, user=user, password=password)
 
     # Test input
     try:
@@ -644,3 +642,29 @@ def filter_data_single_date(inst):
         inst.data = inst[idx]
 
     return
+
+
+def _check_madrigal_params(inst_code, user, password):
+    """Checks that parameters requried by Madrigal database are passed through.
+    Default values of None will raise an error.
+
+    inst_code : string
+        Madrigal instrument code(s), cast as a string.  If multiple are used,
+        separate them with commas. (default=None)
+    user : str
+        The user's names should be provided in field user. Ruby Payne-Scott
+        should be entered as Ruby+Payne-Scott
+    password : str
+        The password field should be the user's email address. These parameters
+            are passed to Madrigal when downloading.
+    """
+
+    if inst_code is None:
+        raise ValueError("Must supply Madrigal instrument code")
+
+    if not (isinstance(user, str) and isinstance(password, str)):
+        raise ValueError(' '.join(("The madrigal database requries a username",
+                                   "and password.  Please input these as",
+                                   "user='firstname+lastname' and",
+                                   "password='myname@email.address' in this",
+                                   "function.")))

From f9f5e6f928fceb433bf1cc02b9cc080133f23a2c Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 14 Dec 2020 10:35:45 -0500
Subject: [PATCH 136/231] TST: add tests for madrigal param check

---
 pysatMadrigal/tests/test_general_methods.py | 33 +++++++++++++++++++++
 1 file changed, 33 insertions(+)
 create mode 100644 pysatMadrigal/tests/test_general_methods.py

diff --git a/pysatMadrigal/tests/test_general_methods.py b/pysatMadrigal/tests/test_general_methods.py
new file mode 100644
index 0000000..d432c12
--- /dev/null
+++ b/pysatMadrigal/tests/test_general_methods.py
@@ -0,0 +1,33 @@
+import pytest
+from pysatMadrigal.instruments.methods import madrigal as pm_meth
+
+
+class TestBasic():
+
+    def setup(self):
+        """Runs before every method to create a clean testing setup."""
+        self.kwargs = {'inst_code': 'inst_code',
+                       'user': 'username',
+                       'password': 'password'}
+
+    def cleanup(self):
+        """Runs after every method to clean up previous testing."""
+        del self.kwargs
+
+    @pytest.mark.parametrize("del_val",
+                             ['inst_code', 'user', 'password'])
+    def test_check_madrigal_params_no_input(self, del_val):
+        """Test that an error is thrown if None is passed through"""
+        self.kwargs[del_val] = None
+
+        with pytest.raises(ValueError):
+            pm_meth._check_madrigal_params(**self.kwargs)
+
+    @pytest.mark.parametrize("del_val",
+                             ['user', 'password'])
+    def test_check_madrigal_params_bad_input(self, del_val):
+        """Test that an error is thrown if non-string is passed through"""
+        self.kwargs[del_val] = 17
+
+        with pytest.raises(ValueError):
+            pm_meth._check_madrigal_params(**self.kwargs)

From bd3dede72f8aa7401d6b93a5dddd6411defe2323 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 14 Dec 2020 10:37:42 -0500
Subject: [PATCH 137/231] DOC: update docstring

---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 88fa218..a668f7c 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -650,7 +650,7 @@ def _check_madrigal_params(inst_code, user, password):
 
     inst_code : string
         Madrigal instrument code(s), cast as a string.  If multiple are used,
-        separate them with commas. (default=None)
+        separate them with commas.
     user : str
         The user's names should be provided in field user. Ruby Payne-Scott
         should be entered as Ruby+Payne-Scott

From 130dc69b8677f0e35ddedcc12098c21da8bac450 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 14 Dec 2020 12:31:51 -0500
Subject: [PATCH 138/231] Update pysatMadrigal/instruments/methods/madrigal.py

Co-authored-by: Angeline Burrell <aburrell@users.noreply.github.com>
---
 pysatMadrigal/instruments/methods/madrigal.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index a668f7c..b5cd685 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -648,7 +648,7 @@ def _check_madrigal_params(inst_code, user, password):
     """Checks that parameters requried by Madrigal database are passed through.
     Default values of None will raise an error.
 
-    inst_code : string
+    inst_code : str
         Madrigal instrument code(s), cast as a string.  If multiple are used,
         separate them with commas.
     user : str

From 37a08e22f9b3b7f4f615c2ed7e73ab3e6b4ac66c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 14 Dec 2020 12:33:37 -0500
Subject: [PATCH 139/231] ENH: added requirements files

Added requirements files for testing and running the module.
---
 requirements.txt      | 6 ++++++
 test_requirements.txt | 8 ++++++++
 2 files changed, 14 insertions(+)
 create mode 100644 requirements.txt
 create mode 100644 test_requirements.txt

diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..27c3023
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,6 @@
+h5py
+madrigalWeb
+numpy
+pandas
+pysat>=3.0
+xarray
diff --git a/test_requirements.txt b/test_requirements.txt
new file mode 100644
index 0000000..02dae12
--- /dev/null
+++ b/test_requirements.txt
@@ -0,0 +1,8 @@
+coveralls
+m2r2
+numpydoc
+pytest-cov
+pytest-ordering
+pytest-flake8
+sphinx
+sphinx_rtd_theme

From 0daa100f4f75e39803ae710bd7117807a0bb048d Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 14 Dec 2020 12:34:14 -0500
Subject: [PATCH 140/231] STY: moved setup to config file

Moved the setup details to the configuration file.
---
 setup.cfg | 47 +++++++++++++++++++++++++++++++++++++++++++++++
 setup.py  | 53 ++++-------------------------------------------------
 2 files changed, 51 insertions(+), 49 deletions(-)

diff --git a/setup.cfg b/setup.cfg
index 29eec56..a1b6277 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -1,3 +1,50 @@
+[metadata]
+name = pysatMadrigal
+version = file: pysatMadrigal/version.txt
+url = https://github.com/pysat/pysatMadrigal
+author = Angeline G. Burrell, et al.
+author_email = angeline.burrell@nrl.navy.mil
+description = 'Madrigal instrument support for the pysat ecosystem'
+keywords =
+  pysat
+  ionosphere
+  Madrigal
+  CEDAR
+  thermosphere
+  GPS
+  GNSS
+  TEC
+  Jicamarca
+  DMSP
+  ISR
+  Incoherent scatter radar
+classifiers =
+  Development Status :: 4 - Beta
+  Topic :: Scientific/Engineering :: Physics
+  Topic :: Scientific/Engineering :: Atmospheric Science
+  Intended Audience :: Science/Research
+  License :: OSI Approved :: BSD License
+  Natural Language :: English
+  Programming Language :: Python :: 3 :: Only
+  Programming Language :: Python :: 3.6
+  Programming Language :: Python :: 3.7
+  Programming Language :: Python :: 3.8
+  Operating System :: MacOS :: MacOS X
+  Operating System :: POSIX :: Linux
+license_file = LICENSE
+long_description = file: README.md
+long_description_content_type = text/markdown
+
+  [options]
+  python_requires = >= 3.5
+  setup_requires =
+    setuptools >= 38.6
+    pip >= 10
+  include_package_data = True
+  zip_safe = False
+  packages = find:
+  install_requires = file: requirements.txt
+
 [coverage:report]
 omit =
   */instruments/templates/
diff --git a/setup.py b/setup.py
index c7820b4..490d94a 100644
--- a/setup.py
+++ b/setup.py
@@ -4,54 +4,9 @@
 # Full license can be found in License.md and AUTHORS.md
 # -----------------------------------------------------------------------------
 
-import codecs
-import os
-from setuptools import setup, find_packages
+from setuptools import setup
 
 
-here = os.path.abspath(os.path.dirname(__file__))
-with codecs.open(os.path.join(here, 'description.txt'), encoding='utf-8') as f:
-    long_description = f.read()
-version_filename = os.path.join('pysatMadrigal', 'version.txt')
-with codecs.open(os.path.join(here, version_filename)) as version_file:
-    version = version_file.read().strip()
-
-# Define requirements
-# netCDF support requires netCDF4-Python or scipy installation
-install_requires = ['pysat', 'pandas', 'xarray', 'numpy', 'netCDF4']
-
-# packages with Fortran code
-fortran_install = ['madrigalWeb', 'h5py']
-
-# flag, True if on readthedocs
-on_rtd = os.environ.get('READTHEDOCS') == 'True'
-
-# include Fortran for normal install
-# read the docs doesn't do Fortran
-if not on_rtd:
-    # not on ReadTheDocs, add Fortran
-    install_requires.extend(fortran_install)
-
-
-# Run setup
-setup(name='pysatMadrigal',
-      version=version,
-      url='http://github.com/pysat/pysatMadrigal',
-      author='Angeline G. Burrell, Russell Stoneback, Jeff Klenzing',
-      author_email='angeline.burrell@nrl.navy.mil',
-      description='Madrigal instrument support for the pysat ecosystem',
-      long_description=long_description,
-      packages=find_packages(),
-      classifiers=["Development Status :: 4 - Beta",
-                   "Topic :: Scientific/Engineering :: Physics",
-                   "Intended Audience :: Science/Research",
-                   'License :: OSI Approved :: BSD License',
-                   "Natural Language :: English",
-                   "Programming Language :: Python :: 3 :: Only",
-                   "Programming Language :: Python :: 3.6",
-                   "Programming Language :: Python :: 3.7",
-                   "Programming Language :: Python :: 3.8",
-                   "Operating System :: MacOS :: MacOS X"],
-      include_package_data=True,
-      zip_safe=False,
-      install_requires=install_requires,)
+# Run setup.  Setuptools will look for parameters in [metadata] section of
+# setup.cfg
+setup()

From 6665a70117694e1437c829368d6860147e3d2207 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 14 Dec 2020 12:35:19 -0500
Subject: [PATCH 141/231] TST: implemented requirements.txt

Updated .travis.yml to use the requirements files
where appropriate.
---
 .travis.yml | 28 +++++++++++++++-------------
 1 file changed, 15 insertions(+), 13 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index be22923..b69dbd9 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,10 +1,14 @@
 language: python
 dist: xenial
-matrix:
+jobs:
   include:
-    - python: 3.6
-    - python: 3.7
-    - python: 3.8
+    - python: '3.6'
+      script: pytest --cov=pysatMadrigal/
+    - name: '3.7 with flake8'
+      python: '3.7'
+      script: pytest --flake8 --cov=pysatMadrigal/
+    - python: '3.8'
+      script: pytest --cov=pysatMadrigal/
 
 services: xvfb
 cache: pip
@@ -28,17 +32,19 @@ install:
   # Useful for debugging any issues with conda
   - conda info -a
   # Create conda test environment
-  - conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION numpy scipy pandas xarray requests beautifulsoup4 lxml netCDF4 h5py pytest-cov pytest-ordering coveralls future
+  - conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION
   - conda activate test-environment
-  # Dependencies not available through conda, install through pip
-  - pip install pytest-flake8
+  # Once pysat 3.0 is released, remove the custom pysat install and change
+  # this to:
+  # - while read requirement; do conda install --yes $requirement; done < requirements.txt
+  - conda install --yes h5py numpy pandas xarray
   - pip install madrigalWeb
-  - pip install PyForecastTools
-  - pip install pysatCDF >/dev/null
   # Custom pysat install
   - cd ..
   - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git
   - cd pysat
+  # Install the pysat requirements
+  - while read requirement; do conda install --yes $requirement; done < requirements.txt
   - python setup.py install
   - export PYTHONPATH=$PYTHONPATH:$(pwd)
   # set up data directory
@@ -47,9 +53,5 @@ install:
   # install pysatMadrigal
   - python setup.py install
 
-# command to run tests
-script:
- - pytest -vs --cov=pysatMadrigal/ --flake8
-
 after_success:
  - coveralls --rcfile=setup.cfg

From 8dadebd2a0cc19c639a4b27301cbf68a7770e9a4 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 14 Dec 2020 12:35:26 -0500
Subject: [PATCH 142/231] TST: remove pysatCDF, add portalocker

---
 .travis.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index be22923..e98c907 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -34,7 +34,7 @@ install:
   - pip install pytest-flake8
   - pip install madrigalWeb
   - pip install PyForecastTools
-  - pip install pysatCDF >/dev/null
+  - pip install portalocker
   # Custom pysat install
   - cd ..
   - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git

From 764f9cdc3a2dd29c59c7ed99bbd365abd8c23b44 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 14 Dec 2020 13:17:17 -0500
Subject: [PATCH 143/231] BUG: fixed installation of test requirements

Added line to install testing requirements.
---
 .travis.yml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/.travis.yml b/.travis.yml
index b69dbd9..6d5aede 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -39,6 +39,8 @@ install:
   # - while read requirement; do conda install --yes $requirement; done < requirements.txt
   - conda install --yes h5py numpy pandas xarray
   - pip install madrigalWeb
+  # Get latest coveralls from pip, not conda
+  - pip install -r test_requirements.txt
   # Custom pysat install
   - cd ..
   - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git

From e182dac908518a68a86cc724fd41cfbfe436e26b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 14 Dec 2020 13:17:50 -0500
Subject: [PATCH 144/231] STY: updated author email

Updated author email to pysat developer email.
---
 setup.cfg | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/setup.cfg b/setup.cfg
index a1b6277..a162e68 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -3,7 +3,7 @@ name = pysatMadrigal
 version = file: pysatMadrigal/version.txt
 url = https://github.com/pysat/pysatMadrigal
 author = Angeline G. Burrell, et al.
-author_email = angeline.burrell@nrl.navy.mil
+author_email = pysat.developers@gmail.com
 description = 'Madrigal instrument support for the pysat ecosystem'
 keywords =
   pysat

From afba95e969086d9905ac3a1c90dc2c417c424287 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 15 Dec 2020 09:55:20 -0500
Subject: [PATCH 145/231] MAINT: remove unused kwarg

Removed unused kwarg `fake_daily_files_from_monthly` from `list_files` routine in all instruments.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 17 ++++-------------
 pysatMadrigal/instruments/gnss_tec.py | 17 +++++------------
 pysatMadrigal/instruments/jro_isr.py  | 17 ++++-------------
 3 files changed, 13 insertions(+), 38 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 82871d8..1d8397d 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -189,9 +189,7 @@ def clean(self):
 
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
-               supported_tags=supported_tags,
-               fake_daily_files_from_monthly=False, delimiter=None,
-               file_type='hdf5'):
+               supported_tags=supported_tags, delimiter=None, file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
     Parameters
@@ -211,11 +209,6 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
     supported_tags : dict or NoneType
         keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    fake_daily_files_from_monthly : bool
-        Some CDAWeb instrument data files are stored by month, interfering
-        with pysat's functionality of loading by day. This flag, when true,
-        appends daily dates to monthly files internally. These dates are
-        used by load routine in this module to provide data by day.
     delimiter : string
         Delimiter string upon which files will be split (e.g., '.')
     file_type : string
@@ -233,11 +226,9 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
             file_type=file_type)
 
-    out = ps_gen.list_files(
-        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
-        supported_tags=supported_tags,
-        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
-        delimiter=delimiter)
+    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                            format_str=format_str, delimiter=delimiter,
+                            supported_tags=supported_tags)
 
     return out
 
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 424776e..2217f32 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -143,8 +143,7 @@ def clean(self):
 
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
-               supported_tags=supported_tags,
-               fake_daily_files_from_monthly=False, two_digit_year_break=99,
+               supported_tags=supported_tags, two_digit_year_break=99,
                delimiter=None, file_type='netCDF4'):
     """Return a Pandas Series of every data file for this Instrument
 
@@ -165,11 +164,6 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
     supported_tags : dict or NoneType
         keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    fake_daily_files_from_monthly : bool
-        Some CDAWeb instrument data files are stored by month, interfering
-        with pysat's functionality of loading by day. This flag, when true,
-        appends daily dates to monthly files internally. These dates are
-        used by load routine in this module to provide data by day.
     two_digit_year_break : int
         If filenames only store two digits for the year, then
         '1900' will be added for years >= two_digit_year_break
@@ -191,11 +185,10 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
             file_type=file_type)
 
-    out = ps_gen.list_files(
-        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
-        supported_tags=supported_tags,
-        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
-        two_digit_year_break=two_digit_year_break, delimiter=delimiter)
+    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                            format_str=format_str, delimiter=delimiter,
+                            supported_tags=supported_tags,
+                            two_digit_year_break=two_digit_year_break)
 
     return out
 
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index d38de9f..f1c13a8 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -170,9 +170,7 @@ def clean(self):
 
 
 def list_files(tag='', inst_id='', data_path=None, format_str=None,
-               supported_tags=supported_tags,
-               fake_daily_files_from_monthly=False,
-               delimiter=None, file_type='hdf5'):
+               supported_tags=supported_tags, delimiter=None, file_type='hdf5'):
     """Return a Pandas Series of every data file for this Instrument
 
     Parameters
@@ -192,11 +190,6 @@ def list_files(tag='', inst_id='', data_path=None, format_str=None,
     supported_tags : dict or NoneType
         keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    fake_daily_files_from_monthly : bool
-        Some CDAWeb instrument data files are stored by month, interfering
-        with pysat's functionality of loading by day. This flag, when true,
-        appends daily dates to monthly files internally. These dates are
-        used by load routine in this module to provide data by day.
     delimiter : string
         Delimiter string upon which files will be split (e.g., '.')
     file_type : string
@@ -214,11 +207,9 @@ def list_files(tag='', inst_id='', data_path=None, format_str=None,
         supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
             file_type=file_type)
 
-    out = ps_gen.list_files(
-        tag=tag, inst_id=inst_id, data_path=data_path, format_str=format_str,
-        supported_tags=supported_tags,
-        fake_daily_files_from_monthly=fake_daily_files_from_monthly,
-        delimiter=delimiter)
+    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                            format_str=format_str,
+                            supported_tags=supported_tags, delimiter=delimiter)
 
     return out
 

From e60181717551db679ef97c5f4575ad005934bc82 Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Thu, 17 Dec 2020 14:44:45 -0600
Subject: [PATCH 146/231] BUG: default->preprocess per pysat v3.0

---
 pysatMadrigal/instruments/jro_isr.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index f1c13a8..dc08bac 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -90,7 +90,7 @@
 # To ensure this function is always applied first, we set the filter
 # function as the default function for (JRO).
 # Default function is run first by the nanokernel on every load call.
-default = mad_meth.filter_data_single_date
+preprocess = mad_meth.filter_data_single_date
 
 
 def init(self):

From 262bc173e72aaa004ae99758209db22af84cffd6 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Tue, 5 Jan 2021 17:33:56 -0500
Subject: [PATCH 147/231] MAINT: update meta

---
 pysatMadrigal/instruments/jro_isr.py | 6 ------
 1 file changed, 6 deletions(-)

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 96701bf..75e8b87 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -401,18 +401,12 @@ def calc_measurement_loc(inst):
         inst.meta[lat_key] = {inst.meta.labels.units: 'degrees',
                               inst.meta.labels.name: bm_label + 'latitude',
                               inst.meta.labels.desc: bm_label + 'latitude',
-                              inst.meta.labels.plot: bm_label + 'Latitude',
-                              inst.meta.labels.axis: bm_label + 'Latitude',
-                              inst.meta.labels.scale: 'linear',
                               inst.meta.labels.min_val: -90.0,
                               inst.meta.labels.max_val: 90.0,
                               inst.meta.labels.fill_val: np.nan}
         inst.meta[lon_key] = {inst.meta.labels.units: 'degrees',
                               inst.meta.labels.name: bm_label + 'longitude',
                               inst.meta.labels.desc: bm_label + 'longitude',
-                              inst.meta.labels.plot: bm_label + 'Longitude',
-                              inst.meta.labels.axis: bm_label + 'Longitude',
-                              inst.meta.labels.scale: 'linear',
                               inst.meta.labels.fill_val: np.nan}
 
     return

From e2709fcf8e135e12f9cf5aeb6f1804d405b1209b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 13:28:11 -0500
Subject: [PATCH 148/231] BUG: fixed remote file list call

Fixed bug in remote file list, feeding pysat routines a list of filenames instead of a list of madrigal class objects.
---
 pysatMadrigal/instruments/methods/madrigal.py | 55 +++++++++++++------
 1 file changed, 37 insertions(+), 18 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 984332c..aa88c98 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -5,18 +5,18 @@
  """
 
 import datetime as dt
-import logging
 import numpy as np
 import os
 import pandas as pds
 import xarray as xr
 
 import h5py
+import pysat
+
 from madrigalWeb import madrigalWeb
 
-import pysat
 
-logger = logging.getLogger(__name__)
+logger = pysat.logger
 file_types = ['hdf5', 'netCDF4', 'simple']
 
 
@@ -370,8 +370,7 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
                          url="http://cedar.openmadrigal.org",
                          start=dt.datetime(1900, 1, 1), stop=dt.datetime.now(),
                          date_array=None):
-    """Retrieve the remote filenames for a specified Madrigal instrument
-    (and experiment)
+    """Retrieve the remote filenames for a specified Madrigal experiment
 
     Parameters
     ----------
@@ -404,6 +403,11 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
         be contiguous and will be used instead of start and stop if supplied.
         (default=None)
 
+    Returns
+    -------
+    files : madrigalWeb.madrigalWeb.MadrigalExperimentFile
+        Madrigal file object that contains remote experiment file data
+
     Note
     ----
     The user's names should be provided in field user. Ruby Payne-Scott should
@@ -505,7 +509,7 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
                       password=None, supported_tags=None,
                       url="http://cedar.openmadrigal.org",
                       two_digit_year_break=None, start=dt.datetime(1900, 1, 1),
-                      stop=dt.datetime.now()):
+                      stop=dt.datetime.utcnow()):
     """List files available from Madrigal.
 
     Parameters
@@ -545,6 +549,12 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     stop : dt.datetime
         Ending time for the file list (defaults to time of run)
 
+    Returns
+    -------
+    pds.Series
+        A series of filenames, see `pysat._files.process_parsed_filenames`
+        for more information.
+
     Note
     ----
     The user's names should be provided in field user. Ruby Payne-Scott should
@@ -576,16 +586,18 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     except KeyError:
         raise ValueError('Problem parsing supported_tags')
 
-    # Retrieve remote file list
+    # Retrieve remote file experiment list
     files = get_remote_filenames(inst_code=inst_code, kindat=kindat, user=user,
                                  password=password, url=url, start=start,
                                  stop=stop)
 
-    # parse these filenames to grab out the ones we want
+    filenames = [file_exp.name for file_exp in files]
+
+    # Parse these filenames to grab out the ones we want
     logger.info("Parsing filenames")
-    stored = pysat._files.parse_fixed_width_filenames(files, format_str)
+    stored = pysat._files.parse_fixed_width_filenames(filenames, format_str)
 
-    # process the parsed filenames and return a properly formatted Series
+    # Process the parsed filenames and return a properly formatted Series
     logger.info("Processing filenames")
     return pysat._files.process_parsed_filenames(stored, two_digit_year_break)
 
@@ -613,7 +625,7 @@ def filter_data_single_date(inst):
     ::
 
         inst = pysat.Instrument()
-        inst.custom.attach(filter_data_single_date, 'modify')
+        inst.custom_attach(filter_data_single_date)
 
     This function will then be automatically applied to the
     Instrument object data on every load by the pysat nanokernel.
@@ -621,15 +633,13 @@ def filter_data_single_date(inst):
     Warnings
     --------
     For the best performance, this function should be added first in the queue.
-    This may be ensured by setting the default function in a
-    pysat instrument file to this one.
+    This may be ensured by setting the default function in a  pysat instrument
+    file to this one.
 
-    within platform_name.py set
+    To do this, within platform_name.py set `preprocess` at the top level.
     ::
 
-        default = pysat.instruments.methods.madrigal.filter_data_single_date
-
-    at the top level
+        preprocess = pysat.instruments.methods.madrigal.filter_data_single_date
 
     """
 
@@ -647,8 +657,9 @@ def filter_data_single_date(inst):
 
 def _check_madrigal_params(inst_code, user, password):
     """Checks that parameters requried by Madrigal database are passed through.
-    Default values of None will raise an error.
 
+    Parameters
+    ----------
     inst_code : str
         Madrigal instrument code(s), cast as a string.  If multiple are used,
         separate them with commas.
@@ -658,6 +669,12 @@ def _check_madrigal_params(inst_code, user, password):
     password : str
         The password field should be the user's email address. These parameters
             are passed to Madrigal when downloading.
+
+    Raises
+    ------
+    ValueError
+        Default values of None will raise an error.
+
     """
 
     if inst_code is None:
@@ -669,3 +686,5 @@ def _check_madrigal_params(inst_code, user, password):
                                    "user='firstname+lastname' and",
                                    "password='myname@email.address' in this",
                                    "function.")))
+
+    return

From 74209f490e6e5ae475f7f7f941e834cca811dcc2 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:08:21 -0500
Subject: [PATCH 149/231] BUG: fixed kindat input

Fixed the kindat input to better reflect pysatMadrigal Instrument structure.
---
 pysatMadrigal/instruments/methods/madrigal.py | 33 ++++++++++++-------
 1 file changed, 22 insertions(+), 11 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index aa88c98..c4736f6 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -505,7 +505,7 @@ def good_exp(exp, date_array=None):
     return gflag
 
 
-def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
+def list_remote_files(tag, inst_id, inst_code=None, kindats=None, user=None,
                       password=None, supported_tags=None,
                       url="http://cedar.openmadrigal.org",
                       two_digit_year_break=None, start=dt.datetime(1900, 1, 1),
@@ -523,10 +523,11 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
     inst_code : string
         Madrigal instrument code(s), cast as a string.  If multiple are used,
         separate them with commas. (default=None)
-    kindat : string
-        Madrigal experiment code(s), cast as a string.  If multiple are used,
-        separate them with commas.  If not supplied, all will be returned.
-        (default=None)
+    kindats : dict
+        Madrigal experiment codes, in a dict of dicts with inst_ids as top level
+        keys and tags as second level keys with Madrigal experiment code(s)
+        as values.  These should be strings, with multiple codes separated by
+        commas. (default=None)
     data_path : string
         Path to directory to download data to. (default=None)
     user : string
@@ -555,6 +556,13 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
         A series of filenames, see `pysat._files.process_parsed_filenames`
         for more information.
 
+    Raises
+    ------
+    ValueError
+        For missing kwarg input
+    KeyError
+        For dictionary input missing requested tag/inst_id
+
     Note
     ----
     The user's names should be provided in field user. Ruby Payne-Scott should
@@ -574,24 +582,27 @@ def list_remote_files(tag, inst_id, inst_code=None, kindat=None, user=None,
 
         list_remote_files = functools.partial(mad_meth.list_remote_files,
                                               supported_tags=supported_tags,
-                                              inst_code=madrigal_inst_code)
+                                              inst_code=madrigal_inst_code,
+                                              kindats=madrigal_tag)
 
     """
 
     _check_madrigal_params(inst_code=inst_code, user=user, password=password)
 
     # Test input
-    try:
-        format_str = supported_tags[inst_id][tag]
-    except KeyError:
-        raise ValueError('Problem parsing supported_tags')
+    if supported_tags is None or kindats is None:
+        raise ValueError('Must supply supported_tags and kindats dicts')
+
+    # Raise KeyError if input dictionaries don't match the input
+    format_str = supported_tags[inst_id][tag]
+    kindat = kindats[inst_id][tag]
 
     # Retrieve remote file experiment list
     files = get_remote_filenames(inst_code=inst_code, kindat=kindat, user=user,
                                  password=password, url=url, start=start,
                                  stop=stop)
 
-    filenames = [file_exp.name for file_exp in files]
+    filenames = [os.path.basename(file_exp.name) for file_exp in files]
 
     # Parse these filenames to grab out the ones we want
     logger.info("Parsing filenames")

From 8a7384cffb2cf2d10ed2961b25f9d2450faea7ef Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:10:10 -0500
Subject: [PATCH 150/231] ENH: updated madrigal Instruments

Updated the madrigal Instruments by:
- making all the kindats strings,
- fixing docstrings,
- updating list_remote_file input, and
- fixing the template organization.
---
 pysatMadrigal/instruments/dmsp_ivm.py         |  43 +++--
 pysatMadrigal/instruments/gnss_tec.py         |  11 +-
 pysatMadrigal/instruments/jro_isr.py          |  14 +-
 .../instruments/templates/madrigal_pandas.py  | 168 ++++++++----------
 4 files changed, 113 insertions(+), 123 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 1d8397d..7eff11a 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -41,7 +41,7 @@
 
 Note
 ----
-    Please provide name and email when downloading data with this routine.
+Please provide name and email when downloading data with this routine.
 
 Code development supported by NSF grant 1259508
 
@@ -87,26 +87,32 @@
                '': 's?.{{version:03d}}.{file_type}'}
 supported_tags = {ss: {kk: dmsp_fname1[kk] + ss[1:] + dmsp_fname2[kk]
                        for kk in inst_ids[ss]} for ss in inst_ids.keys()}
+remote_tags = {ss: {kk: supported_tags[ss][kk].format(file_type='hdf5')
+                    for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 
-# madrigal tags
+# Madrigal tags
 madrigal_inst_code = 8100
-madrigal_tag = {'f11': {'utd': 10241, '': 10111},
-                'f12': {'utd': 10242, '': 10112},
-                'f13': {'utd': 10243, '': 10113},
-                'f14': {'utd': 10244, '': 10114},
-                'f15': {'utd': 10245, '': 10115},
-                'f16': {'': 10116},
-                'f17': {'': 10117},
-                'f18': {'': 10118}, }
+madrigal_tag = {'f11': {'utd': '10241', '': '10111'},
+                'f12': {'utd': '10242', '': '10112'},
+                'f13': {'utd': '10243', '': '10113'},
+                'f14': {'utd': '10244', '': '10114'},
+                'f15': {'utd': '10245', '': '10115'},
+                'f16': {'': '10116'},
+                'f17': {'': '10117'},
+                'f18': {'': '10118'}, }
 
 # ----------------------------------------------------------------------------
 # Instrument test attributes
 
-_test_dates = {'f11': {'utd': dt.datetime(1998, 1, 2)},
-               'f12': {'utd': dt.datetime(1998, 1, 2)},
-               'f13': {'utd': dt.datetime(1998, 1, 2)},
-               'f14': {'utd': dt.datetime(1998, 1, 2)},
-               'f15': {'utd': dt.datetime(2017, 12, 30)}}
+_test_dates = {
+    'f11': {tag: dt.datetime(1998, 1, 2) for tag in inst_ids['f11']},
+    'f12': {tag: dt.datetime(1998, 1, 2) for tag in inst_ids['f12']},
+    'f13': {tag: dt.datetime(1998, 1, 2) for tag in inst_ids['f13']},
+    'f14': {tag: dt.datetime(1998, 1, 2) for tag in inst_ids['f14']},
+    'f15': {tag: dt.datetime(2017, 12, 30) for tag in inst_ids['f15']},
+    'f16': {tag: dt.datetime(2009, 1, 1) for tag in inst_ids['f16']},
+    'f17': {tag: dt.datetime(2009, 1, 1) for tag in inst_ids['f17']},
+    'f18': {tag: dt.datetime(2017, 12, 30) for tag in inst_ids['f18']}}
 
 # ----------------------------------------------------------------------------
 # Instrument methods
@@ -181,8 +187,9 @@ def clean(self):
 
 # Set the list_remote_files routine
 list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+                                      inst_code=madrigal_inst_code,
+                                      kindats=madrigal_tag,
+                                      supported_tags=remote_tags)
 
 # Set the load routine
 load = mad_meth.load
@@ -274,7 +281,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[inst_id][tag]),
+                      kindat=madrigal_tag[inst_id][tag],
                       data_path=data_path, user=user, password=password)
     return
 
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 2174419..e12cc67 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -61,10 +61,12 @@
 supported_tags = {ss: {'vtec': ''.join(['gps', dname, 'g', vname,
                                         ".{file_type}"])}
                   for ss in inst_ids.keys()}
+remote_tags = {ss: {kk: supported_tags[ss][kk].format(file_type='hdf5')
+                    for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 
 # madrigal tags
 madrigal_inst_code = 8000
-madrigal_tag = {'': {'vtec': 3500}}  # , 'los': 3505}}
+madrigal_tag = {'': {'vtec': '3500'}}  # , 'los': '3505'}}
 
 # ----------------------------------------------------------------------------
 # Instrument test attributes
@@ -138,8 +140,9 @@ def clean(self):
 
 # support listing files currently available on remote server (Madrigal)
 list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+                                      supported_tags=remote_tags,
+                                      inst_code=madrigal_inst_code,
+                                      kindats=madrigal_tag)
 
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
@@ -236,7 +239,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[inst_id][tag]),
+                      kindat=madrigal_tag[inst_id][tag],
                       data_path=data_path, user=user, password=password,
                       file_type=file_type, url=url)
 
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 75e8b87..536dd60 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -66,11 +66,14 @@
                        'oblique_rand': jro_fname1 + "?" + jro_fname2,
                        'oblique_long': jro_fname1 + "?" + jro_fname2}
                   for ss in inst_ids.keys()}
+remote_tags = {ss: {kk: supported_tags[ss][kk].format(file_type='hdf5')
+                    for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 
 # Madrigal tags
 madrigal_inst_code = 10
-madrigal_tag = {'': {'drifts': 1910, 'drifts_ave': 1911, 'oblique_stan': 1800,
-                     'oblique_rand': 1801, 'oblique_long': 1802}, }
+madrigal_tag = {'': {'drifts': "1910", 'drifts_ave': "1911",
+                     'oblique_stan': "1800", 'oblique_rand': "1801",
+                     'oblique_long': "1802"}, }
 
 # ----------------------------------------------------------------------------
 # Instrument test attributes
@@ -165,8 +168,9 @@ def clean(self):
 
 # Set list_remote_files routine
 list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      supported_tags=supported_tags,
-                                      inst_code=madrigal_inst_code)
+                                      supported_tags=remote_tags,
+                                      inst_code=madrigal_inst_code,
+                                      kindats=madrigal_tag)
 
 
 def list_files(tag='', inst_id='', data_path=None, format_str=None,
@@ -254,7 +258,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
 
     """
     mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=str(madrigal_tag[inst_id][tag]),
+                      kindat=madrigal_tag[inst_id][tag],
                       data_path=data_path, user=user, password=password,
                       file_type=file_type)
 
diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index abd5bd9..b6ca401 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -10,15 +10,15 @@
 
 Warnings
 --------
-    All data downloaded under this general support is placed in the same
-    directory, pysat_data_dir/madrigal/pandas/. For technical reasons,
-    the file search algorithm for pysat's Madrigal support is set to permissive
-    defaults. Thus, all instrument files downloaded via this interface will be
-    picked up by the madrigal pandas pysat Instrument object unless the
-    file_format keyword is used at instantiation.
+All data downloaded under this general support is placed in the same directory,
+pysat_data_dir/madrigal/pandas/. For technical reasons, the file search
+algorithm for pysat's Madrigal support is set to permissive defaults. Thus, all
+instrument files downloaded via this interface will be picked up by the madrigal
+pandas pysat Instrument object unless the file_format keyword is used at
+instantiation.
 
-    Files can be safely downloaded without knowing the file_format keyword,
-    or equivalently, how Madrigal names the files. See `Examples` for more.
+Files can be safely downloaded without knowing the file_format keyword,
+or equivalently, how Madrigal names the files. See `Examples` for more.
 
 Properties
 ----------
@@ -27,7 +27,9 @@
 name
     'pandas'
 tag
-    ''
+    madrigal instrument code as an integer
+inst_id
+    madrigal kindat as a string
 
 Examples
 --------
@@ -36,9 +38,8 @@
     # for isolated use of a madrigal data set
     import pysat
     # download DMSP data from Madrigal
-    dmsp = pysat.Instrument('madrigal', 'pandas',
-                            madrigal_code=8100,
-                            madrigal_tag=10241)
+    dmsp = pysat.Instrument('madrigal', 'pandas', inst_code=8100,
+                            kindat='10241')
     dmsp.download(dt.datetime(2017, 12, 30), dt.datetime(2017, 12, 31),
                   user='Firstname+Lastname', password='email@address.com')
     dmsp.load(2017, 363)
@@ -65,51 +66,53 @@
     # https://docs.python.org/2/library/string.html
 
     # the complete instantiation for this instrument is
-    dmsp = pysat.Instrument('madrigal', 'pandas',
-                            madrigal_code=8100,
-                            madrigal_tag=10241,
-                            file_format='dms_ut_{year:4d}{month:02d}{day:02d}_11.002.hdf5')
+    file_fmt = 'dms_ut_{year:4d}{month:02d}{day:02d}_11.002.hdf5'
+    dmsp = pysat.Instrument('madrigal', 'pandas', inst_code=8100,
+                            kindat='10241', file_format=file_fmt)
 
 Note
 ----
-    Please provide name and email when downloading data with this routine.
+Please provide name and email when downloading data with this routine.
 
 """
 
 import datetime as dt
 import functools
-import logging
 
-from pysat.instruments.methods import madrigal as mad_meth
-from pysat.instruments.methods import nasa_cdaweb as cdw
+from pysat.instruments.methods import general as ps_gen
+from pysat import logger
 
-logger = logging.getLogger(__name__)
+from pysatMadrigal.instruments.methods import madrigal as mad_meth
+
+# ----------------------------------------------------------------------------
+# Instrument attributes
 
 platform = 'madrigal'
 name = 'pandas'
-tags = {'': 'General Madrigal data access loaded into pysat via pandas.'}
-inst_ids = {'': list(tags.keys())}
-# need to sort out test day setting for unit testing
-_test_dates = {'': {'': dt.datetime(2010, 1, 19)}}
-
-# need a way to get the filename strings for a particular instrument
-# I've put in wildcards for now....
-#########
-jro_fname1 = '*{year:4d}{month:02d}{day:02d}'
-jro_fname2 = '.{version:03d}.hdf5'
-supported_tags = {ss: {'': '*'.join((jro_fname1, jro_fname2))}
-                  for ss in inst_ids.keys()}
-list_files = functools.partial(cdw.list_files,
-                               supported_tags=supported_tags)
+tags = {self.kwargs['kindat']: 'General pysat Madrigal data access.'}
+inst_ids = {self.kwargs['inst_code']: list(tags.keys())}
 
 pandas_format = True
 
-load = mad_meth.load
+# Local attributes
+#
+# Need a way to get the filename strings for a particular instrument unless
+# wildcards start working
+fname = '*{year:4d}{month:02d}{day:02d}*.{version:03d}.hdf5'
+supported_tags = {ss: {tt: fname for tt in inst_ids[ss]}
+                  for ss in inst_ids.keys()}
+remote_tags = {ss: {kk: supported_tags[ss][kk].format(file_type='hdf5')
+                    for kk in inst_ids[ss]} for ss in inst_ids.keys()}
+
+# ----------------------------------------------------------------------------
+# Instrument test attributes
+
+# Need to sort out test day setting for unit testing, maybe through a remote
+# function
+# _test_dates = {'': {'': dt.datetime(2010, 1, 19)}}
 
-# support download routine
-# real download attached during init
-# however, pysat requires a method before we get there
-download = mad_meth.download
+# ----------------------------------------------------------------------------
+# Instrument methods
 
 
 def init(self):
@@ -125,64 +128,13 @@ def init(self):
     """
 
     logger.info(mad_meth.cedar_rules())
+    self.acknowledgements = mad_meth.cedar_rules()
+    self.references = 'Please remember to cite the instrument articles.'
 
-    code = self.kwargs['madrigal_code']
-    tag = self.kwargs['madrigal_tag']
-    self._download_rtn = functools.partial(_general_download,
-                                           inst_code=str(code),
-                                           kindat=str(tag))
-    return
-
-
-def _general_download(date_array, tag='', inst_id='', data_path=None, user=None,
-                      password=None, inst_code=None, kindat=None):
-    """Downloads data from Madrigal.
+    self.tag = self.kwargs['inst_code']
+    self.inst_id = self.kwargs['kindat']
 
-    Method will be partially set using functools.partial. Intended to
-    have the same call structure as normal instrument download routine.
-    Upon Instrument instantiation this routine will be set to
-    parameters specific to a Madrigal data set. It will then work like
-    a standard download call.
-
-    Parameters
-    ----------
-    date_array : array-like
-        list of datetimes to download data for. The sequence of dates need not
-        be contiguous.
-    tag : string
-        Tag identifier used for particular dataset. This input is provided by
-        pysat. (default='')
-    inst_id : string
-        Satellite ID string identifier used for particular dataset. This input
-        is provided by pysat. (default='')
-    data_path : string
-        Path to directory to download data to. (default=None)
-    user : string
-        User string input used for download. Provided by user and passed via
-        pysat. If an account is required for dowloads this routine here must
-        error if user not supplied. (default=None)
-    password : string
-        Password for data download. (default=None)
-    inst_code : int
-        Madrigal integer code used to identify platform (default=None)
-    kindat : int
-        Madrigal integer code used to identify data set (default=None)
-
-    Notes
-    -----
-    The user's names should be provided in field user. Ruby Payne-Scott should
-    be entered as Ruby+Payne-Scott
-
-    The password field should be the user's email address. These parameters
-    are passed to Madrigal when downloading.
-
-    The affiliation field is set to pysat to enable tracking of pysat
-    downloads.
-
-    """
-
-    mad_meth.download(date_array, inst_code=inst_code, kindat=kindat,
-                      data_path=data_path, user=user, password=password)
+    return
 
 
 def clean(self):
@@ -202,3 +154,27 @@ def clean(self):
         logger.warning('Generalized Madrigal data support has no cleaning.')
 
     return
+
+
+# ----------------------------------------------------------------------------
+# Instrument functions
+#
+# Use the default Madrigal and pysat methods
+
+# Set the list_remote_files routine
+list_remote_files = functools.partial(mad_meth.list_remote_files,
+                                      inst_code=self.kwargs['inst_code'],
+                                      kindats=self.kwargs['kindat'],
+                                      supported_tags=remote_tags)
+
+# Set the load routine
+load = mad_meth.load
+
+# Set the list routine
+list_files = functools.partial(ps_gen.list_files,
+                               supported_tags=supported_tags)
+
+# Set up the download routine
+download = functools.partial(mad_meth.download,
+                             inst_code=str(self.kwargs['inst_code']),
+                             kindat=self.kwargs['kindat'])

From 73d242569bc504a876bc839b4eeb1820fab35f66 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:22:48 -0500
Subject: [PATCH 151/231] DOC: updated CHANGELOG

Updated Changelog with all recent improvements.
---
 CHANGELOG.md | 13 ++++++++-----
 1 file changed, 8 insertions(+), 5 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e91e69a..ab08e08 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -2,13 +2,16 @@
 All notable changes to this project will be documented in this file.
 This project adheres to [Semantic Versioning](http://semver.org/).
 
-## [0.?.?] - 2020-07-03
-- Added coords from pysat.utils
+## [0.0.4] - TBD
 - Made changes to structure to comply with updates in pysat 3.0.0
+- Enhancements
+  - Added coords from pysat.utils
+  - Added Vertical TEC Instrument
 - Bug Fix
-   - Updated madrigal methods to simplify compound data types and enable
-     creation of netCDF4 files using `Instrument.to_netcdf4()`.
-   - Updated load for multiple files in pandas format
+  - Updated madrigal methods to simplify compound data types and enable
+    creation of netCDF4 files using `Instrument.to_netcdf4()`.
+  - Updated load for multiple files in pandas format
+  - Fixed remote listing routine to return filenames instead of experiments
 
 ## [0.0.3] - 2020-06-15
 - pypi compatibility

From 4148c5521f77b05f38505daec9931fb052c7018e Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:25:40 -0500
Subject: [PATCH 152/231] ENH: added code of conduct

Added pysat code of conduct.
---
 CODE_OF_CONDUCT.md | 75 ++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 75 insertions(+)
 create mode 100644 CODE_OF_CONDUCT.md

diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
new file mode 100644
index 0000000..db1f7f9
--- /dev/null
+++ b/CODE_OF_CONDUCT.md
@@ -0,0 +1,75 @@
+# Contributor Covenant Code of Conduct
+
+## Our Pledge
+
+In the interest of fostering an open and welcoming environment, we as
+contributors and maintainers pledge to making participation in our project and
+our community a harassment-free experience for everyone, regardless of age,
+body size, disability, ethnicity, gender identity and expression, level of
+experience, nationality, personal appearance, race, religion, or sexual
+identity and orientation.
+
+## Our Standards
+
+Examples of behavior that contributes to creating a positive environment
+include:
+
+* Using welcoming and inclusive language
+* Being respectful of differing viewpoints and experiences
+* Gracefully accepting constructive criticism
+* Focusing on what is best for the community
+* Showing empathy towards other community members
+
+Examples of unacceptable behavior by participants include:
+
+* The use of sexualized language or imagery and unwelcome sexual attention or
+  advances
+* Trolling, insulting/derogatory comments, and personal or political attacks
+* Public or private harassment
+* Publishing others' private information, such as a physical or electronic
+  address, without explicit permission
+* Other conduct which could reasonably be considered inappropriate in a
+  professional setting
+
+## Our Responsibilities
+
+Project maintainers are responsible for clarifying the standards of acceptable
+behavior and are expected to take appropriate and fair corrective action in
+response to any instances of unacceptable behavior.
+
+Project maintainers have the right and responsibility to remove, edit, or
+reject comments, commits, code, wiki edits, issues, and other contributions
+that are not aligned to this Code of Conduct, or to ban temporarily or
+permanently any contributor for other behaviors that they deem inappropriate,
+threatening, offensive, or harmful.
+
+## Scope
+
+This Code of Conduct applies both within project spaces and in public spaces
+when an individual is representing the project or its community. Examples of
+representing a project or community include using an official project e-mail
+address, posting via an official social media account, or acting as an
+appointed representative at an online or offline event. Representation of a
+project may be further defined and clarified by project maintainers.
+
+## Enforcement
+
+Instances of abusive, harassing, or otherwise unacceptable behavior may be
+reported by contacting the project team at pysat.developers@gmail.com. The
+project team will review and investigate all complaints, and will respond in a
+way that it deems appropriate to the circumstances. The project team is
+obligated to maintain confidentiality with regard to the reporter of an
+incident. Further details of specific enforcement policies may be posted
+separately.
+
+Project maintainers who do not follow or enforce the Code of Conduct in good
+faith may face temporary or permanent repercussions as determined by other
+members of the project's leadership.
+
+## Attribution
+
+This Code of Conduct is adapted from the [Contributor Covenant][homepage],
+version 1.4, available at [http://contributor-covenant.org/version/1/4][version]
+
+[homepage]: http://contributor-covenant.org
+[version]: http://contributor-covenant.org/version/1/4/

From a6360f1ec118fc03981e7acb07129cffd1cd48aa Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:26:06 -0500
Subject: [PATCH 153/231] ENH: added contributing guidelines

Added guidelines for contributing to pysatMadrigal.
---
 CONTRIBUTING.md | 130 ++++++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 130 insertions(+)
 create mode 100644 CONTRIBUTING.md

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..cf433ba
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,130 @@
+Contributing
+============
+
+Bug reports, feature suggestions and other contributions are greatly
+appreciated!  pysat and pysatMadrigal are community-driven projects that
+welcome both feedback and contributions.
+
+Short version
+-------------
+
+* Submit bug reports, feature requests, and questions at
+`GitHub <https://github.com/pysat/pysatMadrigal/issues>`_
+* Make pull requests to the ``develop`` branch
+
+Bug reports
+-----------
+
+When `reporting a bug <https://github.com/pysat/pysatMadrigal/issues>`_
+please include:
+
+* Your operating system name and version
+* Any details about your local setup that might be helpful in troubleshooting
+* Detailed steps to reproduce the bug
+
+Feature requests and feedback
+-----------------------------
+
+The best way to send feedback is to file an issue at
+`GitHub <https://github.com/pysat/pysatMadrigal/issues>`_.
+
+If you are proposing a feature:
+
+* Explain in detail how it would work.
+* Keep the scope as narrow as possible, to make it easier to implement.
+* Remember that this is a volunteer-driven project, and that code contributions
+  are welcome :)
+
+Development
+-----------
+
+To set up `pysatMadrigal` for local development:
+
+1. `Fork pysatMadrigal on GitHub <https://github.com/pysat/pysatMadrigal/fork>`_.
+2. Clone your fork locally::
+
+    git clone git@github.com:your_name_here/pysatMadrigal.git
+
+3. Create a branch for local development::
+
+    git checkout -b name-of-your-bugfix-or-feature
+
+   Now you can make your changes locally. Tests for new instruments are
+   performed automatically.  Tests for custom functions should be added to the
+   appropriately named file in ``pysatMadrigal/tests``.  For example,
+   space weather methods should be named
+   ``pysatMadrigal/tests/test_methods_sw.py``.  If no test file exists,
+   then you should create one.  This testing uses pytest, which will run tests
+   on any python file in the test directory that starts with ``test``.  Classes
+   must begin with ``Test``, and test methods must also begin with ``test``.
+
+4. When you're done making changes, run all the checks to ensure that nothing
+   is broken on your local system::
+
+    pytest -vs pysatMadrigal
+
+5. Update/add documentation (in ``docs``).  Even if you don't think it's
+   relevant, check to see if any existing examples have changed.
+
+6. Add your name to the .zenodo.json file as an author
+
+7. Commit your changes and push your branch to GitHub::
+
+    git add .
+    git commit -m "Brief description of your changes"
+    git push origin name-of-your-bugfix-or-feature
+
+8. Submit a pull request through the GitHub website. Pull requests should be
+   made to the ``develop`` branch.
+
+Pull Request Guidelines
+-----------------------
+
+If you need some code review or feedback while you're developing the code, just
+make a pull request. Pull requests should be made to the ``develop`` branch.
+
+For merging, you should:
+
+1. Include an example for use
+2. Add a note to ``CHANGELOG.md`` about the changes
+3. Ensure that all checks passed (current checks include Travis-CI
+   and Coveralls) [1]_
+
+.. [1] If you don't have all the necessary Python versions available locally or
+       have trouble building all the testing environments, you can rely on
+       Travis to run the tests for each change you add in the pull request.
+       Because testing here will delay tests by other developers, please ensure
+       that the code passes all tests on your local system first.
+
+Project Style Guidelines
+------------------------
+
+In general, pysat follows PEP8 and numpydoc guidelines.  Pytest runs the unit
+and integration tests, flake8 checks for style, and sphinx-build performs
+documentation tests.  However, there are certain additional style elements that
+have been settled on to ensure the project maintains a consistent coding style.
+These include:
+
+* Line breaks should occur before a binary operator (ignoring flake8 W503)
+* Combine long strings using `join`
+* Preferably break long lines on open parentheses rather than using `\`
+* Use no more than 80 characters per line
+* Avoid using Instrument class key attribute names as unrelated variable names:
+  `platform`, `name`, `tag`, and `inst_id`
+* The pysat logger is imported into each sub-module and provides status updates
+  at the info and warning levels (as appropriate)
+* Several dependent packages have common nicknames, including:
+  * `import datetime as dt`
+  * `import numpy as np`
+  * `import pandas as pds`
+  * `import xarray as xr`
+* All classes should have `__repr__` and `__str__` functions
+* Docstrings use `Note` instead of `Notes`
+* Try to avoid creating a try/except statement where except passes
+* Use setup and teardown in test classes
+* Use pytest parametrize in test classes when appropriate
+* Provide testing class methods with informative failure statements and
+  descriptive, one-line docstrings
+* Block and inline comments should use proper English grammar and punctuation
+  with the exception of single sentences in a block, which may then ommit the
+  final period

From 74f103da9cd19eda21a523bc480c93e61e140b5e Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:32:04 -0500
Subject: [PATCH 154/231] ENH: created a .zenodo.json file

Added a zenodo json file.
---
 .zenodo.json | 37 +++++++++++++++++++++++++++++++++++++
 1 file changed, 37 insertions(+)
 create mode 100644 .zenodo.json

diff --git a/.zenodo.json b/.zenodo.json
new file mode 100644
index 0000000..19a67cb
--- /dev/null
+++ b/.zenodo.json
@@ -0,0 +1,37 @@
+{
+    "keywords": [
+      "satellite", 
+      "radar", 
+      "Madrigal", 
+      "DMSP", 
+      "pysat", 
+      "JRO", 
+      "Jicamarca Radio Observatory", 
+      "TEC", 
+      "Total Electron Content", 
+      "Ionosphere",
+      "Space Physics", 
+      "Heliophysics"
+    ], 
+    "creators": [
+      {
+        "affiliation": "U.S. Naval Research Laboratory", 
+        "name": "Angeline G. Burrell",
+        "orcid": "0000-0001-8875-9326"
+      }, 
+      {
+        "affiliation": "Goddard Space Flight Center",
+        "name": "Jeff Klenzing",
+        "orcid": "0000-0001-8321-6074"
+      }, 
+      {
+        "affiliation": "The University of Texas at Dallas", 
+        "name": "Russell Stoneback",
+        "orcid": "0000-0001-7216-4336"  
+      }, 
+      {
+        "affiliation": "Predictive Science", 
+        "name": "Asher Pembroke"
+      }
+    ]
+}

From bceb4309f50ca7cd31abbc06d2b1c3b565ae63ef Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:32:37 -0500
Subject: [PATCH 155/231] BUG: fixed bug in setup configuration

Fixed bug when setting options in the setup.cfg file.
---
 setup.cfg | 24 +++++++++++++-----------
 1 file changed, 13 insertions(+), 11 deletions(-)

diff --git a/setup.cfg b/setup.cfg
index a162e68..4ffee39 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -35,19 +35,21 @@ license_file = LICENSE
 long_description = file: README.md
 long_description_content_type = text/markdown
 
-  [options]
-  python_requires = >= 3.5
-  setup_requires =
-    setuptools >= 38.6
-    pip >= 10
-  include_package_data = True
-  zip_safe = False
-  packages = find:
-  install_requires = file: requirements.txt
+[options]
+python_requires = >= 3.5
+setup_requires = setuptools >= 38.6; pip >= 10
+include_package_data = True
+zip_safe = False
+packages = find:
+install_requires = h5py
+		   madrigalWeb
+		   numpy
+		   pandas
+		   pysat
+		   xarray
 
 [coverage:report]
-omit =
-  */instruments/templates/
+omit = */instruments/templates/
 
 [flake8]
 max-line-length = 80

From ba23390ba12cf33593de49685e439aa858cae68e Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:36:58 -0500
Subject: [PATCH 156/231] ENH: added a pull request template

Added a pull request template.
---
 .github/pull_request_template.md | 53 ++++++++++++++++++++++++++++++++
 1 file changed, 53 insertions(+)
 create mode 100644 .github/pull_request_template.md

diff --git a/.github/pull_request_template.md b/.github/pull_request_template.md
new file mode 100644
index 0000000..5fa8548
--- /dev/null
+++ b/.github/pull_request_template.md
@@ -0,0 +1,53 @@
+# Description
+
+Addresses # (issue)
+
+Please include a summary of the change and which issue is fixed. Please also
+include relevant motivation and context. List any dependencies that are required
+for this change.  Please see ``CONTRIBUTING.md`` for more guidelines.
+
+# Type of change
+
+Please delete options that are not relevant.
+
+- Bug fix (non-breaking change which fixes an issue)
+- New feature (non-breaking change which adds functionality or documentation)
+- Breaking change (fix or feature that would cause existing functionality
+      to not work as expected)
+- This change requires a documentation update
+
+# How Has This Been Tested?
+
+Please describe the tests that you ran to verify your changes. Provide
+instructions so we can reproduce the problem and the solution. Including images
+or test files is frequently very useful.  Please also list any relevant details
+for your test configuration.
+
+- Test A
+
+```
+Test B
+```
+
+## Test Configuration
+* Operating system: Hal
+* Version number: Python 3.X
+* Any details about your local setup that are relevant
+
+# Checklist:
+
+- [ ] Make sure you are merging into the ``develop`` (not ``main``) branch
+- [ ] My code follows the style guidelines of this project
+- [ ] I have performed a self-review of my own code
+- [ ] I have linted the files updated in this pull request
+- [ ] I have commented my code, particularly in hard-to-understand areas
+- [ ] I have made corresponding changes to the documentation
+- [ ] My changes generate no new warnings
+- [ ] I have added tests that prove my fix is effective or that my feature works
+- [ ] New and existing unit tests pass locally with my changes
+- [ ] Any dependent changes have been merged and published in downstream modules
+- [ ] Add a note to ``CHANGELOG.md``, summarizing the changes
+
+If this is a release PR, replace the first item of the above checklist with the
+release checklist on the pysat wiki:
+https://github.com/pysat/pysat/wiki/Checklist-for-Release

From 4e875073e0f5cfb786b8aa7d942830e914128ee5 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:37:24 -0500
Subject: [PATCH 157/231] ENH: added issue templates

Added issue templates for bugs, features, and questions.
---
 .github/ISSUE_TEMPLATE/bug_report.md      | 29 +++++++++++++++++++++++
 .github/ISSUE_TEMPLATE/feature_request.md | 27 +++++++++++++++++++++
 .github/ISSUE_TEMPLATE/question.md        | 19 +++++++++++++++
 3 files changed, 75 insertions(+)
 create mode 100644 .github/ISSUE_TEMPLATE/bug_report.md
 create mode 100644 .github/ISSUE_TEMPLATE/feature_request.md
 create mode 100644 .github/ISSUE_TEMPLATE/question.md

diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..a7f6ad6
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,29 @@
+---
+name: Bug report
+about: Create a report to report a problem that needs to be fixed
+labels: bug
+title: "BUG: "
+
+---
+
+# Description
+A clear and concise description of what the bug is, including a description
+of what you expected the outcome to be.
+
+# To Reproduce this bug:
+Steps to reproduce the behavior:
+1. Go to '...'
+2. Click on '....'
+3. Scroll down to '....'
+4. See error
+
+Consider including images or test files to help others reproduce the bug and
+solve the problem.
+
+## Test configuration
+ - OS: [e.g. Hal]
+ - Version [e.g. Python 3.47]
+ - Other details about your setup that could be relevant
+
+# Additional context
+Add any other context about the problem here.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000..d02da2e
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,27 @@
+---
+name: Feature request
+about: Suggest an idea for this project
+title: "ENH: "
+labels: enhancement
+
+---
+
+# Description
+A clear and concise description of the new feature or behaviour you would like.
+
+## Potential impact
+
+- Is the feature related to an existing problem?
+- How critical is this feature to your workflow?
+- How wide of an impact to you anticipate this enhancement having?
+- Would this break any existing functionality?
+
+## Potential solution(s)
+A clear and concise description of what you want to happen.
+
+# Alternatives
+A clear description of any alternative solutions or features you've considered.
+
+# Additional context
+Add any other context or screenshots about the feature request here, potentially
+including your operational configuration.
diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md
new file mode 100644
index 0000000..2073086
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/question.md
@@ -0,0 +1,19 @@
+---
+name: Question
+about: A question about this project
+title: "QUEST: "
+labels: question
+
+---
+
+# Description
+A clear and concise summary of your query
+
+## Example code (optional)
+If relevant, include sample code, images, or files so that others can understand
+the full context of your question.
+
+## Configuration
+ - OS: [e.g. Hal]
+ - Version [e.g. Python 3.47]
+ - Other details about your setup that could be relevant

From 6be936302b1de22f3c3aa37996f3395ba81c7740 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:38:53 -0500
Subject: [PATCH 158/231] ENH: added manifest

Added a file manifest.
---
 MANIFEST.in | 14 ++++++++++++++
 1 file changed, 14 insertions(+)
 create mode 100644 MANIFEST.in

diff --git a/MANIFEST.in b/MANIFEST.in
new file mode 100644
index 0000000..3d0abb0
--- /dev/null
+++ b/MANIFEST.in
@@ -0,0 +1,14 @@
+include *.py
+include *.f
+include *.c
+recursive-include pysatMadrigal *.py
+include *.md
+include *.txt
+include description.txt
+include LICENSE
+include pysatMadrigal/version.txt
+prune pysatMadrigal/tests
+prune docs
+prune demo
+exclude *.pdf
+exclude *.png

From 62ea5e624010d8407c64cf126267fff6e7172b7d Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:42:39 -0500
Subject: [PATCH 159/231] ENH: removed unneeded line

Removed unneeded line from the manifest.
---
 MANIFEST.in | 1 -
 1 file changed, 1 deletion(-)

diff --git a/MANIFEST.in b/MANIFEST.in
index 3d0abb0..d24537a 100644
--- a/MANIFEST.in
+++ b/MANIFEST.in
@@ -4,7 +4,6 @@ include *.c
 recursive-include pysatMadrigal *.py
 include *.md
 include *.txt
-include description.txt
 include LICENSE
 include pysatMadrigal/version.txt
 prune pysatMadrigal/tests

From feb34b0048dfd19ee9485f5c3d7b2acebad9df25 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:43:18 -0500
Subject: [PATCH 160/231] ENH: reorganized testing requirements

Renamed testing requirements files to better describe their contents.
---
 requirements.txt => conda_requirements.txt    | 1 -
 test_requirements.txt => pip_requirements.txt | 1 +
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename requirements.txt => conda_requirements.txt (75%)
 rename test_requirements.txt => pip_requirements.txt (88%)

diff --git a/requirements.txt b/conda_requirements.txt
similarity index 75%
rename from requirements.txt
rename to conda_requirements.txt
index 27c3023..6a4dba0 100644
--- a/requirements.txt
+++ b/conda_requirements.txt
@@ -1,5 +1,4 @@
 h5py
-madrigalWeb
 numpy
 pandas
 pysat>=3.0
diff --git a/test_requirements.txt b/pip_requirements.txt
similarity index 88%
rename from test_requirements.txt
rename to pip_requirements.txt
index 02dae12..d103e68 100644
--- a/test_requirements.txt
+++ b/pip_requirements.txt
@@ -1,5 +1,6 @@
 coveralls
 m2r2
+madrigalWeb
 numpydoc
 pytest-cov
 pytest-ordering

From 0b92660786a3096d50e2d9f417b8353d469e5139 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 15:43:36 -0500
Subject: [PATCH 161/231] ENH: updated to use requirements files

Updated travis to use requirements files.
---
 .travis.yml | 12 ++++--------
 1 file changed, 4 insertions(+), 8 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index 6d5aede..2ac27fe 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -34,14 +34,10 @@ install:
   # Create conda test environment
   - conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION
   - conda activate test-environment
-  # Once pysat 3.0 is released, remove the custom pysat install and change
-  # this to:
-  # - while read requirement; do conda install --yes $requirement; done < requirements.txt
-  - conda install --yes h5py numpy pandas xarray
-  - pip install madrigalWeb
-  # Get latest coveralls from pip, not conda
-  - pip install -r test_requirements.txt
-  # Custom pysat install
+  - while read requirement; do conda install --yes $requirement; done < conda_requirements.txt
+  # Conda does not provide (the correct versions of) all packages
+  - pip install -r pip_requirements.txt
+  # Custom pysat install, no longer needed after 3.0 release
   - cd ..
   - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git
   - cd pysat

From 0f7b162b5ce760534b13bd4d06fa83936c0974a5 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Thu, 21 Jan 2021 16:05:48 -0500
Subject: [PATCH 162/231] STY: flake8 update

Fixed flake8 issues, commenting out blocks that will take more work to make operational.
---
 .../instruments/templates/madrigal_pandas.py  | 25 ++++++++++---------
 1 file changed, 13 insertions(+), 12 deletions(-)

diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index b6ca401..64b3dbe 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -76,7 +76,6 @@
 
 """
 
-import datetime as dt
 import functools
 
 from pysat.instruments.methods import general as ps_gen
@@ -89,8 +88,8 @@
 
 platform = 'madrigal'
 name = 'pandas'
-tags = {self.kwargs['kindat']: 'General pysat Madrigal data access.'}
-inst_ids = {self.kwargs['inst_code']: list(tags.keys())}
+tags = {'': 'General pysat Madrigal data access.'}
+inst_ids = {'': list(tags.keys())}
 
 pandas_format = True
 
@@ -131,8 +130,8 @@ def init(self):
     self.acknowledgements = mad_meth.cedar_rules()
     self.references = 'Please remember to cite the instrument articles.'
 
-    self.tag = self.kwargs['inst_code']
-    self.inst_id = self.kwargs['kindat']
+    self.inst_code = self.kwargs['inst_code']
+    self.kindat = self.kwargs['kindat']
 
     return
 
@@ -162,10 +161,11 @@ def clean(self):
 # Use the default Madrigal and pysat methods
 
 # Set the list_remote_files routine
-list_remote_files = functools.partial(mad_meth.list_remote_files,
-                                      inst_code=self.kwargs['inst_code'],
-                                      kindats=self.kwargs['kindat'],
-                                      supported_tags=remote_tags)
+# Need to fix this
+# list_remote_files = functools.partial(mad_meth.list_remote_files,
+#                                       inst_code=self.kwargs['inst_code'],
+#                                       kindats=self.kwargs['kindat'],
+#                                       supported_tags=remote_tags)
 
 # Set the load routine
 load = mad_meth.load
@@ -175,6 +175,7 @@ def clean(self):
                                supported_tags=supported_tags)
 
 # Set up the download routine
-download = functools.partial(mad_meth.download,
-                             inst_code=str(self.kwargs['inst_code']),
-                             kindat=self.kwargs['kindat'])
+# Needs to be fixed
+# download = functools.partial(mad_meth.download,
+#                             inst_code=str(self.kwargs['inst_code']),
+#                             kindat=self.kwargs['kindat'])

From 2e5319f50e1fed5f0bdb4f907fb661a21dff895f Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Mon, 25 Jan 2021 14:54:00 -0500
Subject: [PATCH 163/231] TST: remove override for remote_file_list tests

---
 pysatMadrigal/tests/test_instruments.py | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index a3535b4..4acef59 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -47,11 +47,6 @@
                                            instruments['no_download'])
             getattr(InstTestClass, method).pytestmark.append(mark)
 
-# remote_file_list not functional in current code.  Disabling for now
-if 'test_remote_file_list' in method_list:
-    mark = pytest.mark.skip(reason="not currently implemented")
-    getattr(InstTestClass, 'test_remote_file_list').pytestmark.append(mark)
-
 
 class TestInstruments(InstTestClass):
     def setup_class(self):

From 5ed0b677dba0b80c4eaa34344eb15f3ea2782326 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Tue, 26 Jan 2021 16:41:48 -0500
Subject: [PATCH 164/231] BUG: good_exp check by date

---
 pysatMadrigal/instruments/methods/madrigal.py | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index c4736f6..74cf8da 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -491,14 +491,12 @@ def good_exp(exp, date_array=None):
         if date_array is None:
             gflag = True
         else:
-            exp_start = dt.datetime(exp.startyear, exp.startmonth,
-                                    exp.startday, exp.starthour,
-                                    exp.startmin, exp.startsec)
-            exp_end = dt.datetime(exp.endyear, exp.endmonth, exp.endday,
-                                  exp.endhour, exp.endmin, exp.endsec)
+            exp_start = dt.date(exp.startyear, exp.startmonth,
+                                exp.startday)
+            exp_end = dt.date(exp.endyear, exp.endmonth, exp.endday)
 
             for date_val in date_array:
-                if date_val >= exp_start and date_val < exp_end:
+                if date_val.date() >= exp_start and date_val.date() < exp_end:
                     gflag = True
                     break
 

From 564b86e5f3b5f18392da681b8e40684829a1097c Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Tue, 26 Jan 2021 16:47:02 -0500
Subject: [PATCH 165/231] STY: pysat file utils migration

---
 pysatMadrigal/instruments/methods/madrigal.py | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index 74cf8da..f0126b5 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -551,7 +551,7 @@ def list_remote_files(tag, inst_id, inst_code=None, kindats=None, user=None,
     Returns
     -------
     pds.Series
-        A series of filenames, see `pysat._files.process_parsed_filenames`
+        A series of filenames, see `pysat.utils.files.process_parsed_filenames`
         for more information.
 
     Raises
@@ -604,11 +604,13 @@ def list_remote_files(tag, inst_id, inst_code=None, kindats=None, user=None,
 
     # Parse these filenames to grab out the ones we want
     logger.info("Parsing filenames")
-    stored = pysat._files.parse_fixed_width_filenames(filenames, format_str)
+    stored = pysat.utils.files.parse_fixed_width_filenames(filenames,
+                                                           format_str)
 
     # Process the parsed filenames and return a properly formatted Series
     logger.info("Processing filenames")
-    return pysat._files.process_parsed_filenames(stored, two_digit_year_break)
+    return pysat.utils.files.process_parsed_filenames(stored,
+                                                      two_digit_year_break)
 
 
 def filter_data_single_date(inst):

From 0152ba0d9eb60c3ae1184653f09084c19b5f3669 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:26:39 -0500
Subject: [PATCH 166/231] STY: renamed `methods.madrigal`

Renamed madrigal methods file to a name more appropriate for the current repository.
---
 pysatMadrigal/instruments/dmsp_ivm.py         | 16 +++++++-------
 pysatMadrigal/instruments/gnss_tec.py         | 19 ++++++++---------
 pysatMadrigal/instruments/jro_isr.py          | 21 +++++++++----------
 .../methods/{madrigal.py => general.py}       |  0
 4 files changed, 27 insertions(+), 29 deletions(-)
 rename pysatMadrigal/instruments/methods/{madrigal.py => general.py} (100%)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 7eff11a..5301900 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -66,7 +66,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import madrigal as mad_meth
+from pysatMadrigal.instruments.methods import general
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -130,8 +130,8 @@ def init(self):
 
     """
 
-    logger.info(mad_meth.cedar_rules())
-    self.acknowledgements = mad_meth.cedar_rules()
+    logger.info(general.cedar_rules())
+    self.acknowledgements = general.cedar_rules()
     self.references = ' '.join(('F. J. Rich, Users Guide for the Topside',
                                 'Ionospheric Plasma Monitor (SSIES,',
                                 'SSIES-2 and SSIES-3) on Spacecraft of',
@@ -186,13 +186,13 @@ def clean(self):
 # Use the default Madrigal and pysat methods
 
 # Set the list_remote_files routine
-list_remote_files = functools.partial(mad_meth.list_remote_files,
+list_remote_files = functools.partial(general.list_remote_files,
                                       inst_code=madrigal_inst_code,
                                       kindats=madrigal_tag,
                                       supported_tags=remote_tags)
 
 # Set the load routine
-load = mad_meth.load
+load = general.load
 
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
@@ -280,9 +280,9 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     downloads.
 
     """
-    mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=madrigal_tag[inst_id][tag],
-                      data_path=data_path, user=user, password=password)
+    general.download(date_array, inst_code=str(madrigal_inst_code),
+                     kindat=madrigal_tag[inst_id][tag], data_path=data_path,
+                     user=user, password=password)
     return
 
 
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index e12cc67..1eac4a6 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -43,7 +43,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import madrigal as mad_meth
+from pysatMadrigal.instruments.methods import general
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -107,7 +107,7 @@ def init(self):
                         " (SONEL), RENAG : REseau NAtional GPS permanent, ",
                         "and GeoNet—the official source of geological ",
                         "hazard information for New Zealand.\n",
-                        mad_meth.cedar_rules()])
+                        general.cedar_rules()])
 
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
@@ -139,7 +139,7 @@ def clean(self):
 # Use the default Madrigal methods
 
 # support listing files currently available on remote server (Madrigal)
-list_remote_files = functools.partial(mad_meth.list_remote_files,
+list_remote_files = functools.partial(general.list_remote_files,
                                       supported_tags=remote_tags,
                                       inst_code=madrigal_inst_code,
                                       kindats=madrigal_tag)
@@ -238,10 +238,9 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     downloads.
 
     """
-    mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=madrigal_tag[inst_id][tag],
-                      data_path=data_path, user=user, password=password,
-                      file_type=file_type, url=url)
+    general.download(date_array, inst_code=str(madrigal_inst_code),
+                     kindat=madrigal_tag[inst_id][tag], data_path=data_path,
+                     user=user, password=password, file_type=file_type, url=url)
 
     return
 
@@ -280,9 +279,9 @@ def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
                                      'sec', 'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, inst_id,
-                               xarray_coords=xcoords[tag],
-                               file_type=file_type)
+    data, meta = general.load(fnames, tag, inst_id,
+                              xarray_coords=xcoords[tag],
+                              file_type=file_type)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     squeeze_dims = np.array(['kindat', 'kinst'])
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 536dd60..4418954 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -41,7 +41,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import madrigal as mad_meth
+from pysatMadrigal.instruments.methods import general
 from pysatMadrigal.utils import coords
 
 # ----------------------------------------------------------------------------
@@ -93,7 +93,7 @@
 # To ensure this function is always applied first, we set the filter
 # function as the default function for (JRO).
 # Default function is run first by the nanokernel on every load call.
-preprocess = mad_meth.filter_data_single_date
+preprocess = general.filter_data_single_date
 
 
 def init(self):
@@ -104,7 +104,7 @@ def init(self):
                          "the Instituto Geofisico del Peru operated",
                          "with support from the NSF AGS-1433968",
                          "through Cornell University.\n",
-                         mad_meth.cedar_rules()])
+                         general.cedar_rules()])
 
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
@@ -167,7 +167,7 @@ def clean(self):
 # Use the default Madrigal and pysat methods
 
 # Set list_remote_files routine
-list_remote_files = functools.partial(mad_meth.list_remote_files,
+list_remote_files = functools.partial(general.list_remote_files,
                                       supported_tags=remote_tags,
                                       inst_code=madrigal_inst_code,
                                       kindats=madrigal_tag)
@@ -257,10 +257,9 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     downloads.
 
     """
-    mad_meth.download(date_array, inst_code=str(madrigal_inst_code),
-                      kindat=madrigal_tag[inst_id][tag],
-                      data_path=data_path, user=user, password=password,
-                      file_type=file_type)
+    general.download(date_array, inst_code=str(madrigal_inst_code),
+                     kindat=madrigal_tag[inst_id][tag], data_path=data_path,
+                     user=user, password=password, file_type=file_type)
 
 
 def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
@@ -333,9 +332,9 @@ def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
                                              'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = mad_meth.load(fnames, tag, inst_id,
-                               xarray_coords=xcoords[tag],
-                               file_type=file_type)
+    data, meta = general.load(fnames, tag, inst_id,
+                              xarray_coords=xcoords[tag],
+                              file_type=file_type)
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])
diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/general.py
similarity index 100%
rename from pysatMadrigal/instruments/methods/madrigal.py
rename to pysatMadrigal/instruments/methods/general.py

From a82b87fb7bb686debc20b5f5fece35687edc5f63 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:27:25 -0500
Subject: [PATCH 167/231] STY: updated template file

Updated the import names in the template file.
---
 .../instruments/templates/madrigal_pandas.py         | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index 64b3dbe..6881da5 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -81,7 +81,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import madrigal as mad_meth
+from pysatMadrigal.instruments.methods import general
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -126,8 +126,8 @@ def init(self):
 
     """
 
-    logger.info(mad_meth.cedar_rules())
-    self.acknowledgements = mad_meth.cedar_rules()
+    logger.info(general.cedar_rules())
+    self.acknowledgements = general.cedar_rules()
     self.references = 'Please remember to cite the instrument articles.'
 
     self.inst_code = self.kwargs['inst_code']
@@ -162,13 +162,13 @@ def clean(self):
 
 # Set the list_remote_files routine
 # Need to fix this
-# list_remote_files = functools.partial(mad_meth.list_remote_files,
+# list_remote_files = functools.partial(general.list_remote_files,
 #                                       inst_code=self.kwargs['inst_code'],
 #                                       kindats=self.kwargs['kindat'],
 #                                       supported_tags=remote_tags)
 
 # Set the load routine
-load = mad_meth.load
+load = general.load
 
 # Set the list routine
 list_files = functools.partial(ps_gen.list_files,
@@ -176,6 +176,6 @@ def clean(self):
 
 # Set up the download routine
 # Needs to be fixed
-# download = functools.partial(mad_meth.download,
+# download = functools.partial(general.download,
 #                             inst_code=str(self.kwargs['inst_code']),
 #                             kindat=self.kwargs['kindat'])

From 3bdfde27cdf43d98e32b078a500add6edcd361aa Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:34:16 -0500
Subject: [PATCH 168/231] STY: extracted DMSP IVM methods

Extracted methods from DMSP into methods file.
---
 pysatMadrigal/instruments/dmsp_ivm.py     | 187 +--------------------
 pysatMadrigal/instruments/methods/dmsp.py | 192 ++++++++++++++++++++++
 2 files changed, 197 insertions(+), 182 deletions(-)
 create mode 100644 pysatMadrigal/instruments/methods/dmsp.py

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 5301900..5c0b1df 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -1,3 +1,8 @@
+#!/usr/bin/env python
+# Full license can be found in License.md
+# Full author list can be found in .zenodo.json file
+# DOI:10.5281/zenodo.3824979
+# ----------------------------------------------------------------------------
 # -*- coding: utf-8 -*-
 """Supports the Ion Velocity Meter (IVM)
 onboard the Defense Meteorological Satellite Program (DMSP).
@@ -45,23 +50,11 @@
 
 Code development supported by NSF grant 1259508
 
-Custom Functions
-----------------
-add_drift_unit_vectors
-    Add unit vectors for the satellite velocity
-add_drifts_polar_cap_x_y
-    Add polar cap drifts in cartesian coordinates
-smooth_ram_drifts
-    Smooth the ram drifts using a rolling mean
-update_DMSP_ephemeris
-    Updates DMSP instrument data with DMSP ephemeris
-
 """
 
 import datetime as dt
 import functools
 import numpy as np
-import pandas as pds
 
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
@@ -284,173 +277,3 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
                      kindat=madrigal_tag[inst_id][tag], data_path=data_path,
                      user=user, password=password)
     return
-
-
-# ----------------------------------------------------------------------------
-# Local functions
-
-
-def smooth_ram_drifts(inst, rpa_flag_key=None, rpa_vel_key='ion_v_sat_for'):
-    """ Smooth the ram drifts using a rolling mean
-
-    Parameters
-    ----------
-    inst : pysat.Instrument
-        DMSP IVM Instrument object
-    rpa_flag_key : string or NoneType
-        RPA flag key, if None will not select any data. The UTD RPA flag key
-        is 'rpa_flag_ut' (default=None)
-    rpa_vel_key : string
-        RPA velocity data key (default='ion_v_sat_for')
-
-    """
-
-    if rpa_flag_key in list(inst.data.keys()):
-        rpa_idx, = np.where(inst[rpa_flag_key] == 1)
-    else:
-        rpa_idx = list()
-
-    inst[rpa_idx, rpa_vel_key] = \
-        inst[rpa_idx, rpa_vel_key].rolling(15, 5).mean()
-    return
-
-
-def update_DMSP_ephemeris(inst, ephem=None):
-    """Updates DMSP instrument data with DMSP ephemeris
-
-    Parameters
-    ----------
-    inst : pysat.Instrument
-       DMSP IVM Instrumet object
-    ephem : pysat.Instrument or NoneType
-        DMSP IVM_EPHEM instrument object
-
-    """
-
-    # Ensure the right ephemera is loaded
-    if ephem is None:
-        logger.info('No ephemera provided for {:}'.format(inst.date))
-        inst.data = pds.DataFrame(None)
-        return
-
-    if ephem.inst_id != inst.inst_id:
-        raise ValueError('ephemera provided for the wrong satellite')
-
-    if ephem.date != inst.date:
-        ephem.load(date=inst.date, verifyPad=True)
-
-        if ephem.data.empty:
-            logger.info('unable to load ephemera for {:}'.format(inst.date))
-            inst.data = pds.DataFrame(None)
-            return
-
-    # Reindex the ephemeris data
-    ephem.data = ephem.data.reindex(index=inst.data.index, method='pad')
-    ephem.data = ephem.data.interpolate('time')
-
-    # Update the DMSP instrument
-    inst['mlt'] = ephem['SC_AACGM_LTIME']
-    inst['mlat'] = ephem['SC_AACGM_LAT']
-
-    return
-
-
-def add_drift_unit_vectors(inst):
-    """ Add unit vectors for the satellite velocity
-
-    Parameters
-    ----------
-    inst : pysat.Instrument
-        DMSP IVM Instrument object
-
-    Note
-    ----
-    Assumes that the RAM vector is pointed perfectly forward
-
-    """
-    # Calculate theta and R in radians from MLT and MLat, respectively
-    theta = inst['mlt'] * (np.pi / 12.0) - np.pi * 0.5
-    r = np.radians(90.0 - inst['mlat'].abs())
-
-    # Determine the positions in cartesian coordinates
-    pos_x = r * np.cos(theta)
-    pos_y = r * np.sin(theta)
-    diff_x = pos_x.diff()
-    diff_y = pos_y.diff()
-    norm = np.sqrt(diff_x**2 + diff_y**2)
-
-    # Calculate the RAM and cross-track unit vectors in cartesian and polar
-    # coordinates.
-    # x points along MLT = 6, y points along MLT = 12
-    inst['unit_ram_x'] = diff_x / norm
-    inst['unit_ram_y'] = diff_y / norm
-    inst['unit_cross_x'] = -diff_y / norm
-    inst['unit_cross_y'] = diff_x / norm
-    idx, = np.where(inst['mlat'] < 0)
-    inst.data.loc[inst.index[idx], 'unit_cross_x'] *= -1.0
-    inst.data.loc[inst.index[idx], 'unit_cross_y'] *= -1.0
-
-    inst['unit_ram_r'] = (inst['unit_ram_x'] * np.cos(theta)
-                          + inst['unit_ram_y'] * np.sin(theta))
-    inst['unit_ram_theta'] = (-inst['unit_ram_x'] * np.sin(theta)
-                              + inst['unit_ram_y'] * np.cos(theta))
-
-    inst['unit_cross_r'] = (inst['unit_cross_x'] * np.cos(theta)
-                            + inst['unit_cross_y'] * np.sin(theta))
-    inst['unit_cross_theta'] = (-inst['unit_cross_x'] * np.sin(theta)
-                                + inst['unit_cross_y'] * np.cos(theta))
-    return
-
-
-def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
-                             rpa_vel_key='ion_v_sat_for',
-                             cross_vel_key='ion_v_sat_left'):
-    """ Add polar cap drifts in cartesian coordinates
-
-    Parameters
-    ----------
-    inst : pysat.Instrument
-        DMSP IVM Instrument object
-    rpa_flag_key : string or NoneType
-        RPA flag key, if None will not select any data. The UTD RPA flag key
-        is 'rpa_flag_ut' (default=None)
-    rpa_vel_key : string
-        RPA velocity data key (default='ion_v_sat_for')
-    cross_vel_key : string
-        Cross-track velocity data key (default='ion_v_sat_left')
-
-    Notes
-    -------
-    Polar cap drifts assume there is no vertical component to the X-Y
-    velocities.
-
-    Adds 'ion_vel_pc_x', 'ion_vel_pc_y', and 'partial'.  The last data key
-    indicates whether RPA data was available (False) or not (True).
-
-    """
-
-    # Get the good RPA data, if available
-    if rpa_flag_key in list(inst.data.keys()):
-        rpa_idx, = np.where(inst[rpa_flag_key] != 1)
-    else:
-        rpa_idx = list()
-
-    # Use the cartesian unit vectors to calculate the desired velocities
-    iv_x = inst[rpa_vel_key].copy()
-    iv_x[rpa_idx] = 0.0
-
-    # Check to see if unit vectors have been created
-    if 'unit_ram_y' not in list(inst.data.keys()):
-        add_drift_unit_vectors(inst)
-
-    # Calculate the velocities
-    inst['ion_vel_pc_x'] = (iv_x * inst['unit_ram_x']
-                            + inst[cross_vel_key] * inst['unit_cross_x'])
-    inst['ion_vel_pc_y'] = (iv_x * inst['unit_ram_y']
-                            + inst[cross_vel_key] * inst['unit_cross_y'])
-
-    # Flag the velocities as full (False) or partial (True)
-    inst['partial'] = False
-    inst[rpa_idx, 'partial'] = True
-
-    return
diff --git a/pysatMadrigal/instruments/methods/dmsp.py b/pysatMadrigal/instruments/methods/dmsp.py
new file mode 100644
index 0000000..192ba2b
--- /dev/null
+++ b/pysatMadrigal/instruments/methods/dmsp.py
@@ -0,0 +1,192 @@
+#!/usr/bin/env python
+# Full license can be found in License.md
+# Full author list can be found in .zenodo.json file
+# DOI:10.5281/zenodo.3824979
+# ----------------------------------------------------------------------------
+# -*- coding: utf-8 -*-
+"""Methods supporting the Defense Meteorological Satellite Program (DMSP)
+platform
+
+Functions
+---------
+add_drift_unit_vectors
+    Add unit vectors for the satellite velocity
+add_drifts_polar_cap_x_y
+    Add polar cap drifts in cartesian coordinates
+smooth_ram_drifts
+    Smooth the ram drifts using a rolling mean
+update_DMSP_ephemeris
+    Updates DMSP instrument data with DMSP ephemeris
+
+"""
+
+import numpy as np
+import pandas as pds
+
+from pysat import logger
+
+
+def smooth_ram_drifts(inst, rpa_flag_key=None, rpa_vel_key='ion_v_sat_for'):
+    """ Smooth the ram drifts using a rolling mean
+
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
+    rpa_flag_key : string or NoneType
+        RPA flag key, if None will not select any data. The UTD RPA flag key
+        is 'rpa_flag_ut' (default=None)
+    rpa_vel_key : string
+        RPA velocity data key (default='ion_v_sat_for')
+
+    """
+
+    if rpa_flag_key in list(inst.data.keys()):
+        rpa_idx, = np.where(inst[rpa_flag_key] == 1)
+    else:
+        rpa_idx = list()
+
+    inst[rpa_idx, rpa_vel_key] = inst[rpa_idx,
+                                      rpa_vel_key].rolling(15, 5).mean()
+    return
+
+
+def update_DMSP_ephemeris(inst, ephem=None):
+    """Updates DMSP instrument data with DMSP ephemeris
+
+    Parameters
+    ----------
+    inst : pysat.Instrument
+       DMSP IVM Instrumet object
+    ephem : pysat.Instrument or NoneType
+        DMSP IVM_EPHEM instrument object
+
+    """
+
+    # Ensure the right ephemera is loaded
+    if ephem is None:
+        logger.info('No ephemera provided for {:}'.format(inst.date))
+        inst.data = pds.DataFrame(None)
+        return
+
+    if ephem.inst_id != inst.inst_id:
+        raise ValueError('ephemera provided for the wrong satellite')
+
+    if ephem.date != inst.date:
+        ephem.load(date=inst.date, verifyPad=True)
+
+        if ephem.data.empty:
+            logger.info('unable to load ephemera for {:}'.format(inst.date))
+            inst.data = pds.DataFrame(None)
+            return
+
+    # Reindex the ephemeris data
+    ephem.data = ephem.data.reindex(index=inst.data.index, method='pad')
+    ephem.data = ephem.data.interpolate('time')
+
+    # Update the DMSP instrument
+    inst['mlt'] = ephem['SC_AACGM_LTIME']
+    inst['mlat'] = ephem['SC_AACGM_LAT']
+
+    return
+
+
+def add_drift_unit_vectors(inst):
+    """ Add unit vectors for the satellite velocity
+
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
+
+    Note
+    ----
+    Assumes that the RAM vector is pointed perfectly forward
+
+    """
+    # Calculate theta and R in radians from MLT and MLat, respectively
+    theta = inst['mlt'] * (np.pi / 12.0) - np.pi * 0.5
+    r = np.radians(90.0 - inst['mlat'].abs())
+
+    # Determine the positions in cartesian coordinates
+    pos_x = r * np.cos(theta)
+    pos_y = r * np.sin(theta)
+    diff_x = pos_x.diff()
+    diff_y = pos_y.diff()
+    norm = np.sqrt(diff_x**2 + diff_y**2)
+
+    # Calculate the RAM and cross-track unit vectors in cartesian and polar
+    # coordinates.
+    # x points along MLT = 6, y points along MLT = 12
+    inst['unit_ram_x'] = diff_x / norm
+    inst['unit_ram_y'] = diff_y / norm
+    inst['unit_cross_x'] = -diff_y / norm
+    inst['unit_cross_y'] = diff_x / norm
+    idx, = np.where(inst['mlat'] < 0)
+    inst.data.loc[inst.index[idx], 'unit_cross_x'] *= -1.0
+    inst.data.loc[inst.index[idx], 'unit_cross_y'] *= -1.0
+
+    inst['unit_ram_r'] = (inst['unit_ram_x'] * np.cos(theta)
+                          + inst['unit_ram_y'] * np.sin(theta))
+    inst['unit_ram_theta'] = (-inst['unit_ram_x'] * np.sin(theta)
+                              + inst['unit_ram_y'] * np.cos(theta))
+
+    inst['unit_cross_r'] = (inst['unit_cross_x'] * np.cos(theta)
+                            + inst['unit_cross_y'] * np.sin(theta))
+    inst['unit_cross_theta'] = (-inst['unit_cross_x'] * np.sin(theta)
+                                + inst['unit_cross_y'] * np.cos(theta))
+    return
+
+
+def add_drifts_polar_cap_x_y(inst, rpa_flag_key=None,
+                             rpa_vel_key='ion_v_sat_for',
+                             cross_vel_key='ion_v_sat_left'):
+    """ Add polar cap drifts in cartesian coordinates
+
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        DMSP IVM Instrument object
+    rpa_flag_key : string or NoneType
+        RPA flag key, if None will not select any data. The UTD RPA flag key
+        is 'rpa_flag_ut' (default=None)
+    rpa_vel_key : string
+        RPA velocity data key (default='ion_v_sat_for')
+    cross_vel_key : string
+        Cross-track velocity data key (default='ion_v_sat_left')
+
+    Note
+    ----
+    Polar cap drifts assume there is no vertical component to the X-Y
+    velocities.
+
+    Adds 'ion_vel_pc_x', 'ion_vel_pc_y', and 'partial'.  The last data key
+    indicates whether RPA data was available (False) or not (True).
+
+    """
+
+    # Get the good RPA data, if available
+    if rpa_flag_key in list(inst.data.keys()):
+        rpa_idx, = np.where(inst[rpa_flag_key] != 1)
+    else:
+        rpa_idx = list()
+
+    # Use the cartesian unit vectors to calculate the desired velocities
+    iv_x = inst[rpa_vel_key].copy()
+    iv_x[rpa_idx] = 0.0
+
+    # Check to see if unit vectors have been created
+    if 'unit_ram_y' not in list(inst.data.keys()):
+        add_drift_unit_vectors(inst)
+
+    # Calculate the velocities
+    inst['ion_vel_pc_x'] = (iv_x * inst['unit_ram_x']
+                            + inst[cross_vel_key] * inst['unit_cross_x'])
+    inst['ion_vel_pc_y'] = (iv_x * inst['unit_ram_y']
+                            + inst[cross_vel_key] * inst['unit_cross_y'])
+
+    # Flag the velocities as full (False) or partial (True)
+    inst['partial'] = False
+    inst[rpa_idx, 'partial'] = True
+
+    return

From 335e797bfe491b6ce120c3a96dc23365d6d05794 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:49:16 -0500
Subject: [PATCH 169/231] STY: extracted JRO methods

Extracted JRO methods into a methods file.
---
 pysatMadrigal/instruments/jro_isr.py     |  84 +----------------
 pysatMadrigal/instruments/methods/jro.py | 113 +++++++++++++++++++++++
 2 files changed, 116 insertions(+), 81 deletions(-)
 create mode 100644 pysatMadrigal/instruments/methods/jro.py

diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 4418954..720a886 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -41,8 +41,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import general
-from pysatMadrigal.utils import coords
+from pysatMadrigal.instruments.methods import general, jro
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -100,15 +99,11 @@ def init(self):
     """Initializes the Instrument object with values specific to JRO ISR
     """
 
-    ackn_str = ' '.join(["The Jicamarca Radio Observatory is a facility of",
-                         "the Instituto Geofisico del Peru operated",
-                         "with support from the NSF AGS-1433968",
-                         "through Cornell University.\n",
-                         general.cedar_rules()])
+    ackn_str = '\n'.join([jro.acknowledgements(), general.cedar_rules()])
 
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
-    self.references = "Depends on the radar experiment; contact PI"
+    self.references = jro.references()
 
     return
 
@@ -340,76 +335,3 @@ def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])
 
     return data, meta
-
-
-# ----------------------------------------------------------------------------
-# Local functions
-
-
-def calc_measurement_loc(inst):
-    """ Calculate the instrument measurement location in geographic coordinates
-
-    Parameters
-    ----------
-    inst : pysat.Instrument
-        JRO ISR Instrument object
-
-    Note
-    ----
-    Adds 'gdlat#', 'gdlon#' to the instrument, for all directions that
-    have azimuth and elevation keys that match the format 'eldir#' and 'azdir#'
-
-    """
-
-    az_keys = [kk[5:] for kk in list(inst.data.keys())
-               if kk.find('azdir') == 0]
-    el_keys = [kk[5:] for kk in list(inst.data.keys())
-               if kk.find('eldir') == 0]
-    good_dir = list()
-
-    for i, kk in enumerate(az_keys):
-        if kk in el_keys:
-            try:
-                good_dir.append(int(kk))
-            except ValueError:
-                logger.warning("unknown direction number [{:}]".format(kk))
-
-    # Calculate the geodetic latitude and longitude for each direction
-    if len(good_dir) == 0:
-        raise ValueError("No matching azimuth and elevation data included")
-
-    for dd in good_dir:
-        # Format the direction location keys
-        az_key = 'azdir{:d}'.format(dd)
-        el_key = 'eldir{:d}'.format(dd)
-        lat_key = 'gdlat{:d}'.format(dd)
-        lon_key = 'gdlon{:d}'.format(dd)
-        # JRO is located 520 m above sea level (jro.igp.gob.pe./english/)
-        # Also, altitude has already been calculated
-        gdaltr = np.ones(shape=inst['gdlonr'].shape) * 0.52
-        gdlat, gdlon, _ = coords.local_horizontal_to_global_geo(inst[az_key],
-                                                                inst[el_key],
-                                                                inst['range'],
-                                                                inst['gdlatr'],
-                                                                inst['gdlonr'],
-                                                                gdaltr,
-                                                                geodetic=True)
-
-        # Assigning as data, to ensure that the number of coordinates match
-        # the number of data dimensions
-        inst.data = inst.data.assign({lat_key: gdlat, lon_key: gdlon})
-
-        # Add metadata for the new data values
-        bm_label = "Beam {:d} ".format(dd)
-        inst.meta[lat_key] = {inst.meta.labels.units: 'degrees',
-                              inst.meta.labels.name: bm_label + 'latitude',
-                              inst.meta.labels.desc: bm_label + 'latitude',
-                              inst.meta.labels.min_val: -90.0,
-                              inst.meta.labels.max_val: 90.0,
-                              inst.meta.labels.fill_val: np.nan}
-        inst.meta[lon_key] = {inst.meta.labels.units: 'degrees',
-                              inst.meta.labels.name: bm_label + 'longitude',
-                              inst.meta.labels.desc: bm_label + 'longitude',
-                              inst.meta.labels.fill_val: np.nan}
-
-    return
diff --git a/pysatMadrigal/instruments/methods/jro.py b/pysatMadrigal/instruments/methods/jro.py
new file mode 100644
index 0000000..98802df
--- /dev/null
+++ b/pysatMadrigal/instruments/methods/jro.py
@@ -0,0 +1,113 @@
+#!/usr/bin/env python
+# Full license can be found in License.md
+# Full author list can be found in .zenodo.json file
+# DOI:10.5281/zenodo.3824979
+# ----------------------------------------------------------------------------
+# -*- coding: utf-8 -*-
+"""Methods supporting the Jicamarca Radio Observatory (JRO) platform
+"""
+
+import numpy as np
+
+from pysat import logger
+
+from pysatMadrigal.utils import coords
+
+
+def acknowledgements():
+    """Provides acknowlegements for the JRO instruments and experiments
+
+    Returns
+    -------
+    ackn : str
+        String providing acknowledgement text for studies using JRO data
+
+    """
+    ackn = ' '.join(["The Jicamarca Radio Observatory is a facility of the",
+                     "Instituto Geofisico del Peru operated with support from",
+                     "the NSF AGS-1433968 through Cornell University."])
+
+    return ackn
+
+
+def references():
+    """Provides references for the JRO instruments and experiments
+
+    Returns
+    -------
+    refs : str
+        String providing reference guidenance for the JRO experiments
+
+    """
+
+    refs = "Depends on the radar experiment; contact PI"
+    return refs
+
+
+def calc_measurement_loc(inst):
+    """ Calculate the instrument measurement location in geographic coordinates
+
+    Parameters
+    ----------
+    inst : pysat.Instrument
+        JRO ISR Instrument object
+
+    Note
+    ----
+    Adds 'gdlat#', 'gdlon#' to the instrument, for all directions that
+    have azimuth and elevation keys that match the format 'eldir#' and 'azdir#'
+
+    """
+
+    az_keys = [kk[5:] for kk in list(inst.data.keys())
+               if kk.find('azdir') == 0]
+    el_keys = [kk[5:] for kk in list(inst.data.keys())
+               if kk.find('eldir') == 0]
+    good_dir = list()
+
+    for i, kk in enumerate(az_keys):
+        if kk in el_keys:
+            try:
+                good_dir.append(int(kk))
+            except ValueError:
+                logger.warning("unknown direction number [{:}]".format(kk))
+
+    # Calculate the geodetic latitude and longitude for each direction
+    if len(good_dir) == 0:
+        raise ValueError("No matching azimuth and elevation data included")
+
+    for dd in good_dir:
+        # Format the direction location keys
+        az_key = 'azdir{:d}'.format(dd)
+        el_key = 'eldir{:d}'.format(dd)
+        lat_key = 'gdlat{:d}'.format(dd)
+        lon_key = 'gdlon{:d}'.format(dd)
+        # JRO is located 520 m above sea level (jro.igp.gob.pe./english/)
+        # Also, altitude has already been calculated
+        gdaltr = np.ones(shape=inst['gdlonr'].shape) * 0.52
+        gdlat, gdlon, _ = coords.local_horizontal_to_global_geo(inst[az_key],
+                                                                inst[el_key],
+                                                                inst['range'],
+                                                                inst['gdlatr'],
+                                                                inst['gdlonr'],
+                                                                gdaltr,
+                                                                geodetic=True)
+
+        # Assigning as data, to ensure that the number of coordinates match
+        # the number of data dimensions
+        inst.data = inst.data.assign({lat_key: gdlat, lon_key: gdlon})
+
+        # Add metadata for the new data values
+        bm_label = "Beam {:d} ".format(dd)
+        inst.meta[lat_key] = {inst.meta.labels.units: 'degrees',
+                              inst.meta.labels.name: bm_label + 'latitude',
+                              inst.meta.labels.desc: bm_label + 'latitude',
+                              inst.meta.labels.min_val: -90.0,
+                              inst.meta.labels.max_val: 90.0,
+                              inst.meta.labels.fill_val: np.nan}
+        inst.meta[lon_key] = {inst.meta.labels.units: 'degrees',
+                              inst.meta.labels.name: bm_label + 'longitude',
+                              inst.meta.labels.desc: bm_label + 'longitude',
+                              inst.meta.labels.fill_val: np.nan}
+
+    return

From 8057ea85266addd6f15e61e02f1f641f319ff86f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:49:42 -0500
Subject: [PATCH 170/231] ENH: added DMSP reference method

Added a reference method for the DMSP platform.
---
 pysatMadrigal/instruments/dmsp_ivm.py     |  9 ++----
 pysatMadrigal/instruments/methods/dmsp.py | 36 ++++++++++++++++-------
 2 files changed, 27 insertions(+), 18 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 5c0b1df..69b05fe 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -59,7 +59,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import general
+from pysatMadrigal.instruments.methods import general, dmsp
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -125,12 +125,7 @@ def init(self):
 
     logger.info(general.cedar_rules())
     self.acknowledgements = general.cedar_rules()
-    self.references = ' '.join(('F. J. Rich, Users Guide for the Topside',
-                                'Ionospheric Plasma Monitor (SSIES,',
-                                'SSIES-2 and SSIES-3) on Spacecraft of',
-                                'the Defense Meteorological Satellite',
-                                'Program (Air Force Phillips Laboratory,',
-                                'Hanscom AFB, MA, 1994), Vol. 1, p. 25.'))
+    self.references = dmsp.references(self.name)
     return
 
 
diff --git a/pysatMadrigal/instruments/methods/dmsp.py b/pysatMadrigal/instruments/methods/dmsp.py
index 192ba2b..ee15793 100644
--- a/pysatMadrigal/instruments/methods/dmsp.py
+++ b/pysatMadrigal/instruments/methods/dmsp.py
@@ -7,17 +7,6 @@
 """Methods supporting the Defense Meteorological Satellite Program (DMSP)
 platform
 
-Functions
----------
-add_drift_unit_vectors
-    Add unit vectors for the satellite velocity
-add_drifts_polar_cap_x_y
-    Add polar cap drifts in cartesian coordinates
-smooth_ram_drifts
-    Smooth the ram drifts using a rolling mean
-update_DMSP_ephemeris
-    Updates DMSP instrument data with DMSP ephemeris
-
 """
 
 import numpy as np
@@ -26,6 +15,31 @@
 from pysat import logger
 
 
+def references(name):
+    """Provides references for the DMSP instruments and experiments
+
+    Parameters
+    ----------
+    name : str
+        Instrument name
+
+    Returns
+    -------
+    refs : str
+        String providing reference guidenance for the DMSP data
+
+    """
+
+    refs = {'ivm': ' '.join(('F. J. Rich, Users Guide for the Topside',
+                             'Ionospheric Plasma Monitor (SSIES, SSIES-2 and',
+                             'SSIES-3) on Spacecraft of the Defense',
+                             'Meteorological Satellite Program (Air Force',
+                             'Phillips Laboratory, Hanscom AFB, MA, 1994),',
+                             'Vol. 1, p. 25.'))}
+
+    return refs[name]
+
+
 def smooth_ram_drifts(inst, rpa_flag_key=None, rpa_vel_key='ion_v_sat_for'):
     """ Smooth the ram drifts using a rolling mean
 

From f32724db59f9b5bd23b4bb42cb9e282a506232f7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 08:58:13 -0500
Subject: [PATCH 171/231] STY: extracted GNSS methods

Extracted the GNSS methods.
---
 pysatMadrigal/instruments/gnss_tec.py     | 32 ++--------
 pysatMadrigal/instruments/methods/gnss.py | 74 +++++++++++++++++++++++
 2 files changed, 79 insertions(+), 27 deletions(-)
 create mode 100644 pysatMadrigal/instruments/methods/gnss.py

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 1eac4a6..488f232 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -32,7 +32,7 @@
 
 Note
 ----
-    Please provide name and email when downloading data with this routine.
+Please provide name and email when downloading data with this routine.
 
 """
 
@@ -43,7 +43,7 @@
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
-from pysatMadrigal.instruments.methods import general
+from pysatMadrigal.instruments.methods import general, gnss
 
 # ----------------------------------------------------------------------------
 # Instrument attributes
@@ -84,34 +84,12 @@ def init(self):
 
     """
 
-    ackn_str = ''.join(["GPS TEC data products and access through the ",
-                        "Madrigal distributed data system are provided to ",
-                        "the community by the Massachusetts Institute of ",
-                        "Technology under support from U.S. National Science",
-                        " Foundation grant AGS-1242204. Data for the TEC ",
-                        "processing is provided by the following ",
-                        "organizations: UNAVCO, Scripps Orbit and Permanent",
-                        " Array Center, Institut Geographique National, ",
-                        "France, International GNSS Service, The Crustal ",
-                        "Dynamics Data Information System (CDDIS), National ",
-                        "Geodetic Survey, Instituto Brasileiro de Geografia",
-                        "e Estatística, RAMSAC CORS of Instituto Geográfico",
-                        " Nacional del la República Agentina, Arecibo ",
-                        "Observatory, Low-Latitude Ionospheric Sensor ",
-                        "Network (LISN), Topcon Positioning Systems, Inc., ",
-                        "Canadian High Arctic Ionospheric Network, ",
-                        "Institute of Geology and Geophysics, Chinese ",
-                        "Academy of Sciences, China Meterorology ",
-                        "Administration, Centro di Ricerche Sismogiche, ",
-                        "Système d’Observation du Niveau des Eaux Littorales",
-                        " (SONEL), RENAG : REseau NAtional GPS permanent, ",
-                        "and GeoNet—the official source of geological ",
-                        "hazard information for New Zealand.\n",
-                        general.cedar_rules()])
+    ackn_str = '\n'.join([gnss.acknowledgements(self.name),
+                          general.cedar_rules()])
 
     logger.info(ackn_str)
     self.acknowledgements = ackn_str
-    self.references = "Rideout and Coster (2006) doi:10.1007/s10291-006-0029-5"
+    self.references = gnss.references(self.name, self.tag)
 
     return
 
diff --git a/pysatMadrigal/instruments/methods/gnss.py b/pysatMadrigal/instruments/methods/gnss.py
new file mode 100644
index 0000000..3e2315b
--- /dev/null
+++ b/pysatMadrigal/instruments/methods/gnss.py
@@ -0,0 +1,74 @@
+#!/usr/bin/env python
+# Full license can be found in License.md
+# Full author list can be found in .zenodo.json file
+# DOI:10.5281/zenodo.3824979
+# ----------------------------------------------------------------------------
+# -*- coding: utf-8 -*-
+"""Methods supporting the Global Navigation Satellite System platform
+"""
+
+
+def acknowledgements(name):
+    """Provide the acknowledgements for different GNSS instruments
+
+    Parameters
+    ----------
+    name : str
+        Instrument name
+
+    Returns
+    -------
+    ackn : str
+        Acknowledgement information to provide in studies using this data
+
+    """
+
+    ackn = {'tec': ''.join(["GPS TEC data products and access through the ",
+                            "Madrigal distributed data system are provided to ",
+                            "the community by the Massachusetts Institute of ",
+                            "Technology under support from U.S. National ",
+                            "Science Foundation grant AGS-1242204. Data for ",
+                            "the TEC processing is provided by the following ",
+                            "organizations: UNAVCO, Scripps Orbit and ",
+                            "Permanent Array Center, Institut Geographique ",
+                            "National, France, International GNSS Service, The",
+                            " Crustal Dynamics Data Information System ",
+                            "(CDDIS), National Geodetic Survey, Instituto ",
+                            "Brasileiro de Geografiae Estatística, RAMSAC CORS",
+                            " of Instituto Geográfico Nacional del la ",
+                            "República Agentina, Arecibo Observatory, ",
+                            "Low-Latitude Ionospheric Sensor Network (LISN), ",
+                            "Topcon Positioning Systems, Inc., Canadian High ",
+                            "Arctic Ionospheric Network, Institute of Geology",
+                            " and Geophysics, Chinese Academy of Sciences, ",
+                            "China Meterorology Administration, Centro di ",
+                            "Niveau des Eaux Littorales Ricerche Sismogiche, ",
+                            "Système d’Observation du  (SONEL), RENAG : ",
+                            "REseau NAtional GPS permanent, and GeoNet—the ",
+                            "official source of geological hazard information",
+                            "for New Zealand."])}
+
+    return ackn[name]
+
+
+def references(name, tag):
+    """Provides suggested references for the specified data set
+
+    Parameters
+    ----------
+    name : str
+        Instrument name
+    tag : str
+        Instrument tag
+
+    Returns
+    -------
+    refs : str
+        Suggested Instrument reference(s)
+
+    """
+
+    refs = {'tec':
+            {'vtec': "Rideout and Coster (2006) doi:10.1007/s10291-006-0029-5"}}
+
+    return refs[name][tag]

From 44d9a8f4bb398a47b0d11c42fe145385fbe34f3f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 09:00:18 -0500
Subject: [PATCH 172/231] MAINT: fixed line length

Fixed the length of a long line.
---
 pysatMadrigal/instruments/methods/gnss.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/gnss.py b/pysatMadrigal/instruments/methods/gnss.py
index 3e2315b..1e95f38 100644
--- a/pysatMadrigal/instruments/methods/gnss.py
+++ b/pysatMadrigal/instruments/methods/gnss.py
@@ -34,8 +34,8 @@ def acknowledgements(name):
                             "National, France, International GNSS Service, The",
                             " Crustal Dynamics Data Information System ",
                             "(CDDIS), National Geodetic Survey, Instituto ",
-                            "Brasileiro de Geografiae Estatística, RAMSAC CORS",
-                            " of Instituto Geográfico Nacional del la ",
+                            "Brasileiro de Geografiae Estatística, RAMSAC ",
+                            "CORS of Instituto Geográfico Nacional del la ",
                             "República Agentina, Arecibo Observatory, ",
                             "Low-Latitude Ionospheric Sensor Network (LISN), ",
                             "Topcon Positioning Systems, Inc., Canadian High ",

From d173a2e6f535c926ee1264441ca34f355b20a1a8 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 09:00:34 -0500
Subject: [PATCH 173/231] ENH: updated init file

Updated init to import new methods.
---
 pysatMadrigal/instruments/methods/__init__.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/__init__.py b/pysatMadrigal/instruments/methods/__init__.py
index f9df482..9554193 100644
--- a/pysatMadrigal/instruments/methods/__init__.py
+++ b/pysatMadrigal/instruments/methods/__init__.py
@@ -1 +1,2 @@
-from pysatMadrigal.instruments.methods import madrigal  # noqa F401
+from pysatMadrigal.instruments.methods import dmsp, general  # noqa F401
+from pysatMadrigal.instruments.methods import gnss, jro  # noqa F401

From 65b34d4cdac25344bec8bf65fe8629102a39adb5 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 09:04:13 -0500
Subject: [PATCH 174/231] DOC: updated changelog

Added a description of the changes to the changelog.
---
 CHANGELOG.md | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index ab08e08..f3634d5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -4,6 +4,9 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 
 ## [0.0.4] - TBD
 - Made changes to structure to comply with updates in pysat 3.0.0
+- Deprecations
+  - Restructed Instrument methods, moving `madrigal` to `general` and extracting
+    local methods from the instrument modules to platform-specific method files
 - Enhancements
   - Added coords from pysat.utils
   - Added Vertical TEC Instrument

From ea9c999d609a713a8f52961f663eb845c97a5eef Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 29 Jan 2021 09:09:14 -0500
Subject: [PATCH 175/231] STY: updated general methods unit tests

Updated the general methods unit test by renaming the file and fixing the import.
---
 .../{test_general_methods.py => test_methods_general.py}   | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)
 rename pysatMadrigal/tests/{test_general_methods.py => test_methods_general.py} (84%)

diff --git a/pysatMadrigal/tests/test_general_methods.py b/pysatMadrigal/tests/test_methods_general.py
similarity index 84%
rename from pysatMadrigal/tests/test_general_methods.py
rename to pysatMadrigal/tests/test_methods_general.py
index d432c12..88fde64 100644
--- a/pysatMadrigal/tests/test_general_methods.py
+++ b/pysatMadrigal/tests/test_methods_general.py
@@ -1,5 +1,6 @@
 import pytest
-from pysatMadrigal.instruments.methods import madrigal as pm_meth
+
+from pysatMadrigal.instruments.methods import general
 
 
 class TestBasic():
@@ -21,7 +22,7 @@ def test_check_madrigal_params_no_input(self, del_val):
         self.kwargs[del_val] = None
 
         with pytest.raises(ValueError):
-            pm_meth._check_madrigal_params(**self.kwargs)
+            general._check_madrigal_params(**self.kwargs)
 
     @pytest.mark.parametrize("del_val",
                              ['user', 'password'])
@@ -30,4 +31,4 @@ def test_check_madrigal_params_bad_input(self, del_val):
         self.kwargs[del_val] = 17
 
         with pytest.raises(ValueError):
-            pm_meth._check_madrigal_params(**self.kwargs)
+            general._check_madrigal_params(**self.kwargs)

From 847a3aefab21f38e02d641c53eb2c782880f4149 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 29 Jan 2021 11:41:10 -0500
Subject: [PATCH 176/231] BUG: find single day in remote_file_list

---
 pysatMadrigal/instruments/methods/madrigal.py | 12 ++++++------
 1 file changed, 6 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/madrigal.py b/pysatMadrigal/instruments/methods/madrigal.py
index f0126b5..29b9de0 100644
--- a/pysatMadrigal/instruments/methods/madrigal.py
+++ b/pysatMadrigal/instruments/methods/madrigal.py
@@ -436,14 +436,13 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
                 date_array))
         start = date_array.min()
         stop = date_array.max()
-        if start == stop:
-            stop += dt.timedelta(days=1)
-
+    if start == stop:
+        stop += dt.timedelta(days=1)
     # open connection to Madrigal
     if web_data is None:
         web_data = madrigalWeb.MadrigalData(url)
 
-    # get list of experiments for instrument from 1900 till now
+    # get list of experiments for instrument from in desired range
     exp_list = web_data.getExperiments(inst_code, start.year, start.month,
                                        start.day, start.hour, start.minute,
                                        start.second, stop.year, stop.month,
@@ -493,10 +492,11 @@ def good_exp(exp, date_array=None):
         else:
             exp_start = dt.date(exp.startyear, exp.startmonth,
                                 exp.startday)
-            exp_end = dt.date(exp.endyear, exp.endmonth, exp.endday)
+            exp_end = (dt.date(exp.endyear, exp.endmonth, exp.endday)
+                       + dt.timedelta(days=1))
 
             for date_val in date_array:
-                if date_val.date() >= exp_start and date_val.date() < exp_end:
+                if date_val.date() >= exp_start and date_val.date() <= exp_end:
                     gflag = True
                     break
 

From 68ccc5a6045502c0171bfed302b3e45f74d5073c Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 29 Jan 2021 14:30:57 -0500
Subject: [PATCH 177/231] DOC: add comment

---
 pysatMadrigal/instruments/methods/general.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 29b9de0..12bc0ea 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -436,6 +436,7 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
                 date_array))
         start = date_array.min()
         stop = date_array.max()
+    # if start and stop are identical, increment 
     if start == stop:
         stop += dt.timedelta(days=1)
     # open connection to Madrigal

From d0b56caca9b7ffff063574cf7114f280802e1a63 Mon Sep 17 00:00:00 2001
From: Jeff Klenzing <jklenzing@gmail.com>
Date: Fri, 29 Jan 2021 17:18:55 -0500
Subject: [PATCH 178/231] STY: flake8

---
 pysatMadrigal/instruments/methods/general.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 12bc0ea..a09f006 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -436,7 +436,7 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
                 date_array))
         start = date_array.min()
         stop = date_array.max()
-    # if start and stop are identical, increment 
+    # if start and stop are identical, increment
     if start == stop:
         stop += dt.timedelta(days=1)
     # open connection to Madrigal

From 34abc6646caeeaa3b4c8a4a4b9fba86b8370ff12 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:23:47 -0500
Subject: [PATCH 179/231] DOC: added documentation

Added readthedocs style documentation.
---
 docs/Makefile                  |  20 ++++
 docs/citing.rst                |  40 +++++++
 docs/conf.py                   | 190 +++++++++++++++++++++++++++++++++
 docs/develop_guide.rst         |   6 ++
 docs/examples.rst              |   8 ++
 docs/examples/ex_init.rst      |  73 +++++++++++++
 docs/figures/pysatMadrigal.png | Bin 0 -> 3156166 bytes
 docs/history.rst               |   2 +
 docs/index.rst                 |  29 +++++
 docs/installation.rst          |  53 +++++++++
 docs/methods.rst               |  44 ++++++++
 docs/overview.rst              |  11 ++
 docs/supported_instruments.rst |  33 ++++++
 13 files changed, 509 insertions(+)
 create mode 100644 docs/Makefile
 create mode 100644 docs/citing.rst
 create mode 100644 docs/conf.py
 create mode 100644 docs/develop_guide.rst
 create mode 100644 docs/examples.rst
 create mode 100644 docs/examples/ex_init.rst
 create mode 100644 docs/figures/pysatMadrigal.png
 create mode 100644 docs/history.rst
 create mode 100644 docs/index.rst
 create mode 100644 docs/installation.rst
 create mode 100644 docs/methods.rst
 create mode 100644 docs/overview.rst
 create mode 100644 docs/supported_instruments.rst

diff --git a/docs/Makefile b/docs/Makefile
new file mode 100644
index 0000000..5c4c3b2
--- /dev/null
+++ b/docs/Makefile
@@ -0,0 +1,20 @@
+# Minimal makefile for Sphinx documentation
+#
+
+# You can set these variables from the command line.
+SPHINXOPTS    =
+SPHINXBUILD   = python -msphinx
+SPHINXPROJ    = pysatSpaceWeather
+SOURCEDIR     = .
+BUILDDIR      = .build
+
+# Put it first so that "make" without argument is like "make help".
+help:
+	@$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
+
+.PHONY: help Makefile
+
+# Catch-all target: route all unknown targets to Sphinx using the new
+# "make mode" option.  $(O) is meant as a shortcut for $(SPHINXOPTS).
+%: Makefile
+	@$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O)
diff --git a/docs/citing.rst b/docs/citing.rst
new file mode 100644
index 0000000..3e97310
--- /dev/null
+++ b/docs/citing.rst
@@ -0,0 +1,40 @@
+Citation Guidelines
+===================
+
+When publishing work that uses pysatMadrigal, please cite the package and
+any package it depends on that plays an important role in your analysis.
+Specifying which version of pysatMadrigal used will also improve the
+reproducibility of your presented results.
+
+pysatMadrigal
+-------------
+
+* Burrell, A. G., et al. (2020).
+  pysat/pysatMadrigal (Version 0.0.3). Zenodo.
+  doi:10.5281/zenodo.3824979.
+
+.. code-block:: latex
+   
+    @Misc{pysatMadrigal,
+          author = {Burrell, A. G. and Klenzing, J. H. and Stoneback, R.
+                    and Pembroke, A.},
+	  title  = {pysat/pysatMadrigal},
+  	  year   = {2020},
+	  date   = {2020-05-13},
+	  url    = {https://github.com/pysat/pysatMadrigal},
+	  doi    = {10.5281/zenodo.3824979},
+	  publisher = {Zenodo},
+	  version = {v0.0.3},
+	  }
+
+MadrigalWeb
+-----------
+
+pysatMadrigal uses `MadrigalWeb <https://pypi.org/project/madrigalWeb/>`_ to
+access the Madrigal database. This package is described in the following
+journal article.
+
+* Burrell A. G., et al. (2018). Snakes on a Spaceship - An Overview of Python in
+  Heliophysics. Journal of Geophysical Research: Space Physics, 123,
+  doi:10.1029/2018ja025877.
+
diff --git a/docs/conf.py b/docs/conf.py
new file mode 100644
index 0000000..4bff398
--- /dev/null
+++ b/docs/conf.py
@@ -0,0 +1,190 @@
+# -*- coding: utf-8 -*-
+#
+# pysatMadrigal documentation build configuration file, created by
+# sphinx-quickstart on Wed Jul  5 16:25:26 2017.
+#
+# This file is execfile()d with the current directory set to its
+# containing dir.
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#
+import os
+import sys
+sys.path.insert(0, os.path.abspath('..'))
+
+# -- General configuration ------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#
+# needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom
+# ones.
+extensions = ['sphinx.ext.autodoc',
+              'sphinx.ext.intersphinx',
+              'sphinx.ext.todo',
+              'sphinx.ext.coverage',
+              'sphinx.ext.mathjax',
+              'sphinx.ext.ifconfig',
+              'sphinx.ext.viewcode',
+              'sphinx.ext.githubpages',
+              'numpydoc',
+              'm2r2'
+]
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['.templates']
+
+# The suffix(es) of source filenames.
+# You can specify multiple suffix as a list of string:
+#
+# source_suffix = ['.rst', '.md']
+source_suffix = '.rst'
+
+# The main toctree document (using required variable name).
+master_doc = 'index'
+
+# General information about the project.
+project = u'pysatMadrigal'
+copyright = u'2020, Angeline G Burrell, Jeffrey Klenzing, Russell Stoneback'
+author = u'Angeline G Burrell, Jeffrey Klenzing, Russell Stoneback, Asher Pembroke'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = u'0.0.2'
+# The full version, including alpha/beta/rc tags.
+release = u'0.0.2-alpha'
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#
+# This is also used if you do content translation via gettext catalogs.
+# Usually you set "language" from the command line for these cases.
+language = None
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+# This patterns also effect to html_static_path and html_extra_path
+exclude_patterns = ['.build', 'Thumbs.db', '.DS_Store']
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# If true, `todo` and `todoList` produce output, else they produce nothing.
+todo_include_todos = True
+
+
+# -- Options for HTML output ----------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+#
+html_theme = 'alabaster'
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#
+# html_theme_options = {}
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+#html_static_path = ['.static']
+
+
+# -- Options for HTMLHelp output ------------------------------------------
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'pysatMadrigaldoc'
+
+
+# -- Options for LaTeX output ---------------------------------------------
+
+latex_elements = {
+    # The paper size ('letterpaper' or 'a4paper').
+    #
+    # 'papersize': 'letterpaper',
+
+    # The font size ('10pt', '11pt' or '12pt').
+    #
+    # 'pointsize': '10pt',
+
+    # Additional stuff for the LaTeX preamble.
+    #
+    # 'preamble': '',
+
+    # Latex figure (float) alignment
+    #
+    # 'figure_align': 'htbp',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title,
+#  author, documentclass [howto, manual, or own class]).
+latex_documents = [
+    (master_doc, 'pysatMadrigal.tex', u'pysatMadrigal Documentation',
+     u'Angeline G Burrell, Jeffrey Klenzing, and Russell Stoneback', 'manual'),
+]
+
+
+# -- Options for manual page output ---------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    (master_doc, 'pysatMadrigal', u'pysatMadrigal Documentation',
+     [author], 1)
+]
+
+
+# -- Options for Texinfo output -------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+    (master_doc, 'pysatMadrigal', u'pysatMadrigal Documentation',
+     author, 'pysatMadrigal',
+     'Tools for accessing and analyzing data from the Madrigal database',
+     'Space Physics'),
+]
+
+
+
+# -- Options for Epub output ----------------------------------------------
+
+# Bibliographic Dublin Core info.
+epub_title = project
+epub_author = author
+epub_publisher = author
+epub_copyright = copyright
+
+# The unique identifier of the text. This can be a ISBN number
+# or the project homepage.
+#
+# epub_identifier = ''
+
+# A unique identification for the text.
+#
+# epub_uid = ''
+
+# A list of files that should not be packed into the epub file.
+epub_exclude_files = ['search.html']
+
+
+
+# Example configuration for intersphinx: refer to the Python standard library.
+intersphinx_mapping = {'https://docs.python.org/': None}
diff --git a/docs/develop_guide.rst b/docs/develop_guide.rst
new file mode 100644
index 0000000..54c0a3c
--- /dev/null
+++ b/docs/develop_guide.rst
@@ -0,0 +1,6 @@
+Guide for Developers
+====================
+
+.. toctree::
+   ../code_of_conduct.md
+   ../contributing.md
diff --git a/docs/examples.rst b/docs/examples.rst
new file mode 100644
index 0000000..6144edc
--- /dev/null
+++ b/docs/examples.rst
@@ -0,0 +1,8 @@
+Examples
+========
+
+Here are some examples that demonstrate how to use various pysatSpaceWeather
+tools
+
+.. toctree::
+   examples/ex_init.rst
diff --git a/docs/examples/ex_init.rst b/docs/examples/ex_init.rst
new file mode 100644
index 0000000..163d386
--- /dev/null
+++ b/docs/examples/ex_init.rst
@@ -0,0 +1,73 @@
+Loading DMSP IVM
+================
+
+pysatMadrigal uses `pysat <https://github.com/pysat/pysat>`_ to download, load,
+and provide an analysis framework for data sets archived at the Madrigal
+database.  As specified in the
+`pysat tutorial <https://pysat.readthedocs.io/en/latest/tutorial.html>`_,
+data may be loaded using the following commands.  Defense Meteorological
+Satellite Program (DMSP) Ion Velocity Meter (IVM) data is used as an example.
+
+::
+
+
+   import datetime as dt
+   import pysat
+   import pysatMadrigal as py_mad
+
+   stime = dt.datetime(2012, 5, 14)
+   ivm = pysat.Instrument(inst_module=py_mad.instruments.dmsp_ivm,
+                          tag='utd', inst_id='f15', update_files=True)
+   ivm.download(start=stime, user="Name+Surname", password="email@org.inst")
+   ivm.load(date=stime)
+   print(ivm)
+
+
+The output includes a day of data with UTDallas quality flags from the F15
+spacecraft (as implied by the `tag` and `inst_id`), for the specified date.
+At the time of publication this produces the output shown below (the index
+header has been added here for clarity).
+
+::
+
+   pysat Instrument object
+   -----------------------
+   Platform: 'dmsp'
+   Name: 'ivm'
+   Tag: 'utd'
+   Instrument id: 'f15'
+
+   Data Processing
+   ---------------
+   Cleaning Level: 'clean'
+   Data Padding: None
+   Keyword Arguments Passed to load: {'xarray_coords': [], 'file_type': 'hdf5'}
+   Keyword Arguments Passed to list_remote_files: {'user': None, 'password': None, 'url': 'http://cedar.openmadrigal.org', 'two_digit_year_break': None}
+   Custom Functions: 0 applied
+
+   Local File Statistics
+   ---------------------
+   Number of files: 1
+   Date Range: 31 December 2014 --- 1 January 2015
+
+   Loaded Data Statistics
+   ----------------------
+   Date: 31 December 2014
+   DOY: 365
+   Time range: 31 December 2014 00:00:04 --- 31 December 2014 23:18:20
+   Number of Times: 4811
+   Number of variables: 30
+
+   Variable Names:
+   year     month    day      
+               ...            
+   rms_x    sigma_vy sigma_vz 
+
+   pysat Meta object
+   -----------------
+   Tracking 7 metadata values
+   Metadata for 30 standard variables
+   Metadata for 0 ND variables
+
+
+
diff --git a/docs/figures/pysatMadrigal.png b/docs/figures/pysatMadrigal.png
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diff --git a/docs/history.rst b/docs/history.rst
new file mode 100644
index 0000000..7f216f6
--- /dev/null
+++ b/docs/history.rst
@@ -0,0 +1,2 @@
+
+.. mdinclude:: ../CHANGELOG.md
diff --git a/docs/index.rst b/docs/index.rst
new file mode 100644
index 0000000..50ae324
--- /dev/null
+++ b/docs/index.rst
@@ -0,0 +1,29 @@
+.. pysatSpaceWeather documentation main file.  Remember that it should at least
+   contain the root `toctree` directive.
+
+Welcome to the pysatMadrigal documentation
+==========================================
+
+This documentation describes the pysatMadrigal module, which contains routines
+to download, load, and support analysis for data sets available at the Madrigal
+data base as pysat.Instrument objects.
+
+.. toctree::
+   :maxdepth: -1
+
+   overview.rst
+   installation.rst
+   citing.rst
+   supported_instruments.rst
+   methods.rst
+   examples.rst
+   develop_guide.rst
+   history.rst
+
+
+Indices and tables
+==================
+
+* :ref:`genindex`
+* :ref:`modindex`
+* :ref:`search`
diff --git a/docs/installation.rst b/docs/installation.rst
new file mode 100644
index 0000000..f06cbc4
--- /dev/null
+++ b/docs/installation.rst
@@ -0,0 +1,53 @@
+Installation
+============
+
+The following instructions will allow you to install pysatMadrigal.
+
+Prerequisites
+-------------
+
+.. image:: figures/poweredbypysat.png
+    :width: 150px
+    :align: right
+    :alt: powered by pysat Logo, blue planet with orbiting python
+
+
+pysatSpaceWeather uses common Python modules, as well as modules developed by
+and for the Space Physics community.  This module officially supports
+Python 3.6+.
+
+ ============== =================
+ Common modules Community modules
+ ============== =================
+  h5py          madrigalWeb    
+  numpy         pysat
+  pandas
+  xarray
+ ============== =================
+
+
+Installation Options
+--------------------
+
+You may either install pysatMadrigal via pip or by cloning the git repository
+
+1. Install from pip
+::
+
+   pip install pysatMadrigal
+   
+
+2. Clone the git repository and use the ``setup.py`` file to install
+::
+
+   
+   git clone https://github.com/pysat/pysatMadrigal.git
+
+   # Install on the system (root privileges required)
+   sudo python3 setup.py install
+   
+   # Install at the user level
+   python3 setup.py install --user  
+
+   # Install at the user level with the intent to develop locally
+   python3 setup.py develop --user
diff --git a/docs/methods.rst b/docs/methods.rst
new file mode 100644
index 0000000..947720c
--- /dev/null
+++ b/docs/methods.rst
@@ -0,0 +1,44 @@
+Methods
+=======
+
+Several methods exist to help combine multiple data sets and convert between
+equivalent indices.
+
+
+DMSP
+----
+
+Supports the Defense Meteorological Satellite Program instruments by providing
+common custom routines alongside reference and acknowledgement information.
+
+
+.. automodule:: pysatSpaceWeather.instruments.methods.dmsp
+   :members:
+
+GNSS
+----
+
+Supports the Global Navigation Satellite System instruments by providing
+reference and acknowledgement information.
+
+
+.. automodule:: pysatSpaceWeather.instruments.methods.gnss
+   :members:
+
+JRO
+---
+
+Supports the Jicamarca Radio Observatory instrumnets by providing common custom
+routines alongside reference and acknowledgement information.
+
+
+.. automodule:: pysatSpaceWeather.instruments.methods.jro
+   :members:
+
+General
+-------
+Supports the Madrigal data access.
+
+
+.. automodule:: pysatSpaceWeather.instruments.methods.general
+   :members:
diff --git a/docs/overview.rst b/docs/overview.rst
new file mode 100644
index 0000000..97fb1f9
--- /dev/null
+++ b/docs/overview.rst
@@ -0,0 +1,11 @@
+Overview
+========
+
+The `CEDAR Madrigal database <http://cedar.openmadrigal.org/>`_ houses several
+ground- and space-based data sets for instruments that provide upper
+atmospheric, scientific observations.
+
+.. image:: figures/pysatMadrigal.png
+    :width: 400px
+    :align: center
+    :alt: PysatMadrigal Logo, A globe centered on the western hemisphere with an orbiting python and the module name superimposed.
diff --git a/docs/supported_instruments.rst b/docs/supported_instruments.rst
new file mode 100644
index 0000000..bb8e171
--- /dev/null
+++ b/docs/supported_instruments.rst
@@ -0,0 +1,33 @@
+Supported Instruments
+=====================
+
+DMSP_IVM
+--------
+
+Supports the Defense Meteorological Satelitte Program (DMSP) Ion Velocity
+Meter (IVM) Madrigal data.
+
+
+.. automodule:: pysatSpaceWeather.instruments.dmsp_ivm
+   :members:
+
+GNSS_TEC
+--------
+
+The Global Navigation Satellite System (GNSS) Total Electron Content (TEC)
+provides a measure of column plasma density over the globle.  The Madrigal
+TEC is provided by MIT Haystack.
+
+.. automodule:: pysatSpaceWeather.instruments.gnss_tec
+   :members:
+
+JRO_ISR
+----------------
+
+The incoherent scatter radar (ISR) at the
+`Jicamarca Radio Observatory <http://jro.igp.gob.pe/english/>`_ regularly
+measures the velocity, density, and other ionospheric characteristics near the
+magnetic equator over Peru.
+
+.. automodule:: pysatSpaceWeather.instruments.jro_isr
+   :members:

From 9de5bb44b9932de3cb0d1bd8a9230f9a09a2e311 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:36:42 -0500
Subject: [PATCH 180/231] ENH: added ignore for document build dir

Added the document build dir to the .gitingnore file.
---
 .gitignore | 1 +
 1 file changed, 1 insertion(+)

diff --git a/.gitignore b/.gitignore
index 6db464d..507fb9d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -26,6 +26,7 @@ var/
 *.egg-info/
 .installed.cfg
 *.egg
+.build
 
 # PyInstaller
 #  Usually these files are written by a python script from a template

From f6d69cc5630748d9434e0ff32eb2df7f4976e434 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:37:25 -0500
Subject: [PATCH 181/231] STY: improved developer's guide

Improved the import of the markdown files needed for the developer's guide.
---
 docs/develop_guide.rst                 | 4 ++--
 docs/develop_guide/code_of_conduct.rst | 1 +
 docs/develop_guide/contributing.rst    | 1 +
 3 files changed, 4 insertions(+), 2 deletions(-)
 create mode 100644 docs/develop_guide/code_of_conduct.rst
 create mode 100644 docs/develop_guide/contributing.rst

diff --git a/docs/develop_guide.rst b/docs/develop_guide.rst
index 54c0a3c..b5ff78f 100644
--- a/docs/develop_guide.rst
+++ b/docs/develop_guide.rst
@@ -2,5 +2,5 @@ Guide for Developers
 ====================
 
 .. toctree::
-   ../code_of_conduct.md
-   ../contributing.md
+    develop_guide/code_of_conduct.rst
+    develop_guide/contributing.rst
diff --git a/docs/develop_guide/code_of_conduct.rst b/docs/develop_guide/code_of_conduct.rst
new file mode 100644
index 0000000..f4ab40b
--- /dev/null
+++ b/docs/develop_guide/code_of_conduct.rst
@@ -0,0 +1 @@
+.. mdinclude:: ../../CODE_OF_CONDUCT.md
diff --git a/docs/develop_guide/contributing.rst b/docs/develop_guide/contributing.rst
new file mode 100644
index 0000000..f2c987c
--- /dev/null
+++ b/docs/develop_guide/contributing.rst
@@ -0,0 +1 @@
+.. mdinclude:: ../../CONTRIBUTING.md

From 7b4b2b72f95453c1fb24e02bb007554ff9ab1207 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:37:54 -0500
Subject: [PATCH 182/231] MAINT: moved logo

Moved poweredbypysat logo to the figure directory.
---
 .../figures/poweredbypysat.png                      | Bin
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename poweredbypysat.png => docs/figures/poweredbypysat.png (100%)

diff --git a/poweredbypysat.png b/docs/figures/poweredbypysat.png
similarity index 100%
rename from poweredbypysat.png
rename to docs/figures/poweredbypysat.png

From 55312d3841b089ecdfaa3ed044935e8d098a70e8 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:38:16 -0500
Subject: [PATCH 183/231] BUG: fixed module name

Fixed module name in several documents.
---
 docs/Makefile                  | 2 +-
 docs/methods.rst               | 8 ++++----
 docs/supported_instruments.rst | 6 +++---
 3 files changed, 8 insertions(+), 8 deletions(-)

diff --git a/docs/Makefile b/docs/Makefile
index 5c4c3b2..3b0bc03 100644
--- a/docs/Makefile
+++ b/docs/Makefile
@@ -4,7 +4,7 @@
 # You can set these variables from the command line.
 SPHINXOPTS    =
 SPHINXBUILD   = python -msphinx
-SPHINXPROJ    = pysatSpaceWeather
+SPHINXPROJ    = pysatMadrigal
 SOURCEDIR     = .
 BUILDDIR      = .build
 
diff --git a/docs/methods.rst b/docs/methods.rst
index 947720c..df0529c 100644
--- a/docs/methods.rst
+++ b/docs/methods.rst
@@ -12,7 +12,7 @@ Supports the Defense Meteorological Satellite Program instruments by providing
 common custom routines alongside reference and acknowledgement information.
 
 
-.. automodule:: pysatSpaceWeather.instruments.methods.dmsp
+.. automodule:: pysatMadrigal.instruments.methods.dmsp
    :members:
 
 GNSS
@@ -22,7 +22,7 @@ Supports the Global Navigation Satellite System instruments by providing
 reference and acknowledgement information.
 
 
-.. automodule:: pysatSpaceWeather.instruments.methods.gnss
+.. automodule:: pysatMadrigal.instruments.methods.gnss
    :members:
 
 JRO
@@ -32,7 +32,7 @@ Supports the Jicamarca Radio Observatory instrumnets by providing common custom
 routines alongside reference and acknowledgement information.
 
 
-.. automodule:: pysatSpaceWeather.instruments.methods.jro
+.. automodule:: pysatMadrigal.instruments.methods.jro
    :members:
 
 General
@@ -40,5 +40,5 @@ General
 Supports the Madrigal data access.
 
 
-.. automodule:: pysatSpaceWeather.instruments.methods.general
+.. automodule:: pysatMadrigal.instruments.methods.general
    :members:
diff --git a/docs/supported_instruments.rst b/docs/supported_instruments.rst
index bb8e171..afe5f1c 100644
--- a/docs/supported_instruments.rst
+++ b/docs/supported_instruments.rst
@@ -8,7 +8,7 @@ Supports the Defense Meteorological Satelitte Program (DMSP) Ion Velocity
 Meter (IVM) Madrigal data.
 
 
-.. automodule:: pysatSpaceWeather.instruments.dmsp_ivm
+.. automodule:: pysatMadrigal.instruments.dmsp_ivm
    :members:
 
 GNSS_TEC
@@ -18,7 +18,7 @@ The Global Navigation Satellite System (GNSS) Total Electron Content (TEC)
 provides a measure of column plasma density over the globle.  The Madrigal
 TEC is provided by MIT Haystack.
 
-.. automodule:: pysatSpaceWeather.instruments.gnss_tec
+.. automodule:: pysatMadrigal.instruments.gnss_tec
    :members:
 
 JRO_ISR
@@ -29,5 +29,5 @@ The incoherent scatter radar (ISR) at the
 measures the velocity, density, and other ionospheric characteristics near the
 magnetic equator over Peru.
 
-.. automodule:: pysatSpaceWeather.instruments.jro_isr
+.. automodule:: pysatMadrigal.instruments.jro_isr
    :members:

From 2f5d00eb4a913026bc3ac0584414cfecd207aed4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 13:38:38 -0500
Subject: [PATCH 184/231] MAINT: updated logo location

Updated the location of the logo file.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index c6c03dc..ecf732f 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <div align="left">
         <img height="0" width="0px">
-        <img width="20%" src="/poweredbypysat.png" alt="pysat" title="pysat"</img>
+        <img width="20%" src="/docs/figures/pysatMadrigal.png" alt="pysatMadrigal" title="pysatMadrigal"</img>
 </div>
 
 # pysatMadrigal

From 648bde3ef1845a220ca8932a7e333eebcf3bb049 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 15:16:22 -0500
Subject: [PATCH 185/231] ENH: updated README

Updated links to badges, added pypi badge, updated example and descriptions.
---
 README.md | 42 ++++++++++++++++++++++--------------------
 1 file changed, 22 insertions(+), 20 deletions(-)

diff --git a/README.md b/README.md
index ecf732f..a96922c 100644
--- a/README.md
+++ b/README.md
@@ -4,27 +4,22 @@
 </div>
 
 # pysatMadrigal
-<!-- [![Documentation Status](https://readthedocs.org/projects/pysatMadrigal/badge/?version=latest)](http://pysatMadrigal.readthedocs.io/en/latest/?badge=latest) -->
-<!-- [![DOI](https://zenodo.org/badge/209358908.svg)](https://zenodo.org/badge/latestdoi/209358908) -->
-
-[![Build Status](https://travis-ci.org/pysat/pysatMadrigal.svg?branch=master)](https://travis-ci.com/pysat/pysatMadrigal)
-[![Coverage Status](https://coveralls.io/repos/github/pysat/pysatMadrigal/badge.svg?branch=master)](https://coveralls.io/github/pysat/pysatMadrigal?branch=master)
+[![Documentation Status](https://readthedocs.org/projects/pysatMadrigal/badge/?version=latest)](http://pysatMadrigal.readthedocs.io/en/latest/?badge=latest)
+[![Build Status](https://travis-ci.org/pysat/pysatMadrigal.svg?branch=main)](https://travis-ci.com/pysat/pysatMadrigal)
+[![Coverage Status](https://coveralls.io/repos/github/pysat/pysatMadrigal/badge.svg?branch=main)](https://coveralls.io/github/pysat/pysatMadrigal?branch=main)
 [![DOI](https://zenodo.org/badge/258384773.svg)](https://zenodo.org/badge/latestdoi/258384773)
+[![PyPI version](https://badge.fury.io/py/pysatMadrigal.svg)](https://badge.fury.io/py/pysatMadrigal)
 
-
-<!-- [![Maintainability](https://api.codeclimate.com/v1/badges/83011911691b9d2076e9/maintainability)](https://codeclimate.com/github/pysat/pysatMadrigal/maintainability) -->
-
-pysatMadrigal allows users to import data from the Madrigal database into pysat.  It currently supports the Ion Velocity Meter on the Defense Meteorological Satellite (`dmsp_ivm`) and the Jicamarca Radio Observatory Incoherent Scatter Radar (`jro_isr`).  It also includes templates and an interface for interacting with madrigalWeb.
-
-
-Documentation
----------------------
-[Full Documentation for main package](http://pysat.readthedocs.io/en/latest/)
+pysatMadrigal allows users to import data from the Madrigal database into
+pysat ([pysat documentation](http://pysat.readthedocs.io/en/latest/)).
 
 
 # Installation
 
-Currently, the main way to get pysatMadrigal is through github.
+pysatMadrigal may be installed through pip or by cloning the git repository
+```
+pip install pysatMadrigal
+```
 
 ```
 git clone https://github.com/pysat/pysatMadrigal.git
@@ -38,24 +33,31 @@ cd pysatMadrigal/
 python setup.py install
 ```
 
-Note: pre-1.0.0 version
-------------------
-pysatMadrigal is currently in an initial development phase.  Much of the API is being built off of the upcoming pysat 3.0.0 software in order to streamline the usage and test coverage.  This version of pysat is planned for release later this year.  Currently, you can access the develop version of this through github:
+Note: pre-0.1.0 version
+-----------------------
+pysatMadrigal is currently provided as an alpha pre-release.  Much of the API is
+being built off of the upcoming pysat 3.0.0 software in order to streamline the
+usage and test coverage.  This version of pysat is planned for release later
+this year.  Currently, you can access the develop version of this through
+github:
+
 ```
 git clone https://github.com/pysat/pysat.git
 cd pysat
 git checkout develop-3
 python setup.py install
 ```
+
 It should be noted that this is a working branch and is subject to change.
 
 # Using with pysat
 
-The instrument modules are portable and designed to be run like any pysat instrument.
+The instrument modules are portable and designed to be run like any pysat
+instrument.
 
 ```
 import pysat
 from pysatMadrigal.instruments import dmsp_ivm
 
-ivm = pysat.Instrument(inst_module=dmsp_ivm)
+ivm = pysat.Instrument(inst_module=dmsp_ivm, tag='utd', inst_id='f15')
 ```

From 5febf09f8e539e681cba6fd2d15c5b515013fd0b Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 1 Feb 2021 15:16:45 -0500
Subject: [PATCH 186/231] DOC: updated CHANGELOG

Added a description of the branch changes to the changelog.
---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index f3634d5..e6b3089 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -10,6 +10,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 - Enhancements
   - Added coords from pysat.utils
   - Added Vertical TEC Instrument
+  - Added documentation
 - Bug Fix
   - Updated madrigal methods to simplify compound data types and enable
     creation of netCDF4 files using `Instrument.to_netcdf4()`.

From 9d66c37089872f2d1bcbe266c2bb94a76dec9d43 Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Thu, 4 Feb 2021 10:10:45 -0600
Subject: [PATCH 187/231] ENH: Update to pysat.params['data_dirs']

---
 pysatMadrigal/tests/test_instruments.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/tests/test_instruments.py b/pysatMadrigal/tests/test_instruments.py
index 4acef59..0de7a57 100644
--- a/pysatMadrigal/tests/test_instruments.py
+++ b/pysatMadrigal/tests/test_instruments.py
@@ -55,8 +55,8 @@ def setup_class(self):
         # Make sure to use a temporary directory so that the user's setup is
         # not altered
         self.tempdir = tempfile.TemporaryDirectory()
-        self.saved_path = pysat.data_dir
-        pysat.utils.set_data_dir(self.tempdir.name, store=False)
+        self.saved_path = pysat.params['data_dirs']
+        pysat.params.data['data_dirs'] = [self.tempdir.name]
 
         # Developers for instrument libraries should update the following line
         # to point to their own subpackage location, e.g.,
@@ -66,6 +66,6 @@ def setup_class(self):
     def teardown_class(self):
         """Runs after every method to clean up previous testing
         """
-        pysat.utils.set_data_dir(self.saved_path, store=False)
+        pysat.params.data['data_dirs'] = self.saved_path
         self.tempdir.cleanup()
         del self.inst_loc, self.saved_path, self.tempdir

From c3a1e1ebffa69874bd2530d4794a7cd4302a7e3f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 26 Feb 2021 15:22:27 -0500
Subject: [PATCH 188/231] TST: updated .travis.yml

Update pysat clone to check out the RC branch.
---
 .travis.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 2ac27fe..f7b9d01 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -39,7 +39,7 @@ install:
   - pip install -r pip_requirements.txt
   # Custom pysat install, no longer needed after 3.0 release
   - cd ..
-  - git clone --single-branch --branch develop-3 https://github.com/pysat/pysat.git
+  - git clone --single-branch --branch v3-0-rc1 https://github.com/pysat/pysat.git
   - cd pysat
   # Install the pysat requirements
   - while read requirement; do conda install --yes $requirement; done < requirements.txt

From e001020894f6a0c48aa3f5c88f475252b10f79f7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 10 May 2021 12:47:53 -0400
Subject: [PATCH 189/231] BUG: added missing kwarg

Added missing kwarg `engine` to xarray load routines for NetCDF4 data.
---
 pysatMadrigal/instruments/methods/general.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index a09f006..17c115f 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -91,9 +91,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     if file_type == "netCDF4":
         # Xarray natively opens netCDF data into a Dataset
         if len(fnames) == 1:
-            file_data = xr.open_dataset(fnames[0])
+            file_data = xr.open_dataset(fnames[0], engine="netcdf4")
         else:
-            file_data = xr.open_mfdataset(fnames, combine='by_coords')
+            file_data = xr.open_mfdataset(fnames, combine='by_coords',
+                                          engine="netcdf4")
 
         # Currently not saving file header data, as all metadata is at
         # the data variable level

From e65eab6796503aa1e01d0b8a699caeeb663760a7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Mon, 10 May 2021 12:48:07 -0400
Subject: [PATCH 190/231] DOC: updated changelog

Added summary of bugfix to the changelog.
---
 CHANGELOG.md | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index e6b3089..0a3adef 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,10 +12,11 @@ This project adheres to [Semantic Versioning](http://semver.org/).
   - Added Vertical TEC Instrument
   - Added documentation
 - Bug Fix
-  - Updated madrigal methods to simplify compound data types and enable
-    creation of netCDF4 files using `Instrument.to_netcdf4()`.
+  - Updated Madrigal methods to simplify compound data types and enable
+    creation of netCDF4 files using `Instrument.to_netcdf4()`
   - Updated load for multiple files in pandas format
   - Fixed remote listing routine to return filenames instead of experiments
+  - Fixed bug introduced by change in xarray requiring engine kwarg
 
 ## [0.0.3] - 2020-06-15
 - pypi compatibility

From 8aa531ba3ebf998488c772ea96ac4fcdc39bb46f Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 11 May 2021 11:02:29 -0400
Subject: [PATCH 191/231] STY: changed requirements grouping

Changed the requirements list to group packages by type instead of source.
---
 conda_requirements.txt => requirements.txt    | 1 +
 pip_requirements.txt => test_requirements.txt | 1 -
 2 files changed, 1 insertion(+), 1 deletion(-)
 rename conda_requirements.txt => requirements.txt (75%)
 rename pip_requirements.txt => test_requirements.txt (88%)

diff --git a/conda_requirements.txt b/requirements.txt
similarity index 75%
rename from conda_requirements.txt
rename to requirements.txt
index 6a4dba0..27c3023 100644
--- a/conda_requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,5 @@
 h5py
+madrigalWeb
 numpy
 pandas
 pysat>=3.0
diff --git a/pip_requirements.txt b/test_requirements.txt
similarity index 88%
rename from pip_requirements.txt
rename to test_requirements.txt
index d103e68..02dae12 100644
--- a/pip_requirements.txt
+++ b/test_requirements.txt
@@ -1,6 +1,5 @@
 coveralls
 m2r2
-madrigalWeb
 numpydoc
 pytest-cov
 pytest-ordering

From f4bc2cabfd3c4fe524e76bd67bd5cb625cd0bff8 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 11 May 2021 11:03:11 -0400
Subject: [PATCH 192/231] ENH: updated pysat install

Updated the pysat install to use pip and simplified installation script.
---
 .travis.yml | 35 +++++++----------------------------
 1 file changed, 7 insertions(+), 28 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index f7b9d01..5b4711a 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -19,36 +19,15 @@ addons:
     - gfortran
     - libncurses5-dev
 
-install:
-  - sudo apt-get update
-  # We do this conditionally because it saves us some downloading if the
-  # version is the same.
-  - wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh -O miniconda.sh
-  - bash miniconda.sh -b -p $HOME/miniconda
-  - source "$HOME/miniconda/etc/profile.d/conda.sh"
-  - hash -r
-  - conda config --set always_yes True --set changeps1 False
-  - conda update -q conda
-  # Useful for debugging any issues with conda
-  - conda info -a
-  # Create conda test environment
-  - conda create -q -n test-environment python=$TRAVIS_PYTHON_VERSION
-  - conda activate test-environment
-  - while read requirement; do conda install --yes $requirement; done < conda_requirements.txt
-  # Conda does not provide (the correct versions of) all packages
-  - pip install -r pip_requirements.txt
-  # Custom pysat install, no longer needed after 3.0 release
-  - cd ..
-  - git clone --single-branch --branch v3-0-rc1 https://github.com/pysat/pysat.git
-  - cd pysat
-  # Install the pysat requirements
-  - while read requirement; do conda install --yes $requirement; done < requirements.txt
-  - python setup.py install
-  - export PYTHONPATH=$PYTHONPATH:$(pwd)
+before_install:
+  - python -m pip install --upgrade pip
+  # Get the program and testing requirements
+  - pip install -r test_requirements.txt
+  - pip install -r requirements.txt
   # set up data directory
   - mkdir /home/travis/build/pysatData
-  - cd ../pysatMadrigal
-  # install pysatMadrigal
+  - python -c "import pysat; pysat.params['data_dirs'] = '/home/travis/build/pysatData'"
+install:
   - python setup.py install
 
 after_success:

From 369c99bc9cb3673daef9d116d01e1d21c79d578a Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:36:18 -0400
Subject: [PATCH 193/231] DOC: updated zenodo name order

Updated the order of the first and last names in the .zenodo.json creators list.
---
 .zenodo.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/.zenodo.json b/.zenodo.json
index 19a67cb..b70bcc6 100644
--- a/.zenodo.json
+++ b/.zenodo.json
@@ -16,22 +16,22 @@
     "creators": [
       {
         "affiliation": "U.S. Naval Research Laboratory", 
-        "name": "Angeline G. Burrell",
+        "name": "Burrell, Angeline G.",
         "orcid": "0000-0001-8875-9326"
       }, 
       {
         "affiliation": "Goddard Space Flight Center",
-        "name": "Jeff Klenzing",
+        "name": "Klenzing, Jeff",
         "orcid": "0000-0001-8321-6074"
       }, 
       {
         "affiliation": "The University of Texas at Dallas", 
-        "name": "Russell Stoneback",
+        "name": "Stoneback, Russell",
         "orcid": "0000-0001-7216-4336"  
       }, 
       {
         "affiliation": "Predictive Science", 
-        "name": "Asher Pembroke"
+        "name": "Pembroke, Asher"
       }
     ]
 }

From 75a1d978b558d4da39c0aea071ec292962f4c323 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:37:59 -0400
Subject: [PATCH 194/231] STY: updated doc configuration

Updated the document configuration by:
- adding common variables to reduce duplication,
- fixing PEP8 style violations,
- linking the authors to the zenodo.json file, and
- adding a logo display to the docs sidebar.
---
 docs/conf.py | 100 ++++++++++++++++++++-------------------------------
 1 file changed, 39 insertions(+), 61 deletions(-)

diff --git a/docs/conf.py b/docs/conf.py
index 4bff398..9c581aa 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -16,6 +16,7 @@
 # add these directories to sys.path here. If the directory is relative to the
 # documentation root, use os.path.abspath to make it absolute, like shown here.
 #
+import json
 import os
 import sys
 sys.path.insert(0, os.path.abspath('..'))
@@ -38,8 +39,7 @@
               'sphinx.ext.viewcode',
               'sphinx.ext.githubpages',
               'numpydoc',
-              'm2r2'
-]
+              'm2r2']
 
 # Add any paths that contain templates here, relative to this directory.
 templates_path = ['.templates']
@@ -54,18 +54,21 @@
 master_doc = 'index'
 
 # General information about the project.
-project = u'pysatMadrigal'
-copyright = u'2020, Angeline G Burrell, Jeffrey Klenzing, Russell Stoneback'
-author = u'Angeline G Burrell, Jeffrey Klenzing, Russell Stoneback, Asher Pembroke'
+project = 'pysatMadrigal'
+title = '{:s} Documentation'.format(project)
+zenodo = json.loads(open('../.zenodo.json').read())
+author = ', '.join([creator['name'] for creator in zenodo['creators']])
+description = ''.join(['Tools for accessing and analyzing data from the ',
+                       'Madrigal database'])
+copyright = ', '.join(['2021', author])
 
 # The version info for the project you're documenting, acts as replacement for
 # |version| and |release|, also used in various other places throughout the
 # built documents.
-#
-# The short X.Y version.
-version = u'0.0.2'
-# The full version, including alpha/beta/rc tags.
-release = u'0.0.2-alpha'
+doc_dir = os.path.abspath(os.path.dirname(__file__))
+with open(os.path.join(doc_dir, "..", project, "version.txt"), "r") as fin:
+    version = fin.read().strip()
+release = '{:s}-alpha'.format(version)  # Include alpha/beta/rc tags.
 
 # The language for content autogenerated by Sphinx. Refer to documentation
 # for a list of supported languages.
@@ -85,84 +88,61 @@
 # If true, `todo` and `todoList` produce output, else they produce nothing.
 todo_include_todos = True
 
-
 # -- Options for HTML output ----------------------------------------------
 
 # The theme to use for HTML and HTML Help pages.  See the documentation for
 # a list of builtin themes.
-#
-html_theme = 'alabaster'
+html_theme = 'sphinx_rtd_theme'
+html_theme_path = ["_themes", ]
+
+# The name of an image file (relative to this directory) to place at the top
+# of the sidebar.
+html_logo = os.path.join(os.path.abspath('.'), 'figures', 'pysatMadrigal.png')
 
 # Theme options are theme-specific and customize the look and feel of a theme
 # further.  For a list of options available for each theme, see the
 # documentation.
-#
-# html_theme_options = {}
-
-# Add any paths that contain custom static files (such as style sheets) here,
-# relative to this directory. They are copied after the builtin static files,
-# so a file named "default.css" will overwrite the builtin "default.css".
-#html_static_path = ['.static']
-
+html_theme_options = {'logo_only': True}
 
 # -- Options for HTMLHelp output ------------------------------------------
 
 # Output file base name for HTML help builder.
-htmlhelp_basename = 'pysatMadrigaldoc'
-
+htmlhelp_basename = '{:s}doc'.format(project)
 
 # -- Options for LaTeX output ---------------------------------------------
-
-latex_elements = {
-    # The paper size ('letterpaper' or 'a4paper').
-    #
-    # 'papersize': 'letterpaper',
-
-    # The font size ('10pt', '11pt' or '12pt').
-    #
-    # 'pointsize': '10pt',
-
-    # Additional stuff for the LaTeX preamble.
-    #
-    # 'preamble': '',
-
-    # Latex figure (float) alignment
-    #
-    # 'figure_align': 'htbp',
-}
+#
+# The paper size ('letterpaper' or 'a4paper').
+# 'papersize': 'letterpaper',
+#
+# The font size ('10pt', '11pt' or '12pt').
+# 'pointsize': '10pt',
+#
+# Additional stuff for the LaTeX preamble.
+# 'preamble': '',
+#
+# Latex figure (float) alignment
+# 'figure_align': 'htbp',
+latex_elements = {}
 
 # Grouping the document tree into LaTeX files. List of tuples
 # (source start file, target name, title,
 #  author, documentclass [howto, manual, or own class]).
-latex_documents = [
-    (master_doc, 'pysatMadrigal.tex', u'pysatMadrigal Documentation',
-     u'Angeline G Burrell, Jeffrey Klenzing, and Russell Stoneback', 'manual'),
-]
-
+latex_documents = [(master_doc, '{:s}.tex'.format(project), title, author,
+                    'manual')]
 
 # -- Options for manual page output ---------------------------------------
 
 # One entry per manual page. List of tuples
 # (source start file, name, description, authors, manual section).
-man_pages = [
-    (master_doc, 'pysatMadrigal', u'pysatMadrigal Documentation',
-     [author], 1)
-]
-
+man_pages = [(master_doc, project, title, [author], 1)]
 
 # -- Options for Texinfo output -------------------------------------------
 
 # Grouping the document tree into Texinfo files. List of tuples
 # (source start file, target name, title, author,
 #  dir menu entry, description, category)
-texinfo_documents = [
-    (master_doc, 'pysatMadrigal', u'pysatMadrigal Documentation',
-     author, 'pysatMadrigal',
-     'Tools for accessing and analyzing data from the Madrigal database',
-     'Space Physics'),
-]
-
-
+texinfo_documents = [(master_doc, project, title, author, project,
+                      description, 'Space Physics')]
 
 # -- Options for Epub output ----------------------------------------------
 
@@ -184,7 +164,5 @@
 # A list of files that should not be packed into the epub file.
 epub_exclude_files = ['search.html']
 
-
-
 # Example configuration for intersphinx: refer to the Python standard library.
 intersphinx_mapping = {'https://docs.python.org/': None}

From 533244e98e7a2ead1db375c1a9c01160d3a3dea2 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:38:31 -0400
Subject: [PATCH 195/231] DOC: fixed docstring style violations

Fixed docstring style violations flagged by sphinx.
---
 pysatMadrigal/instruments/methods/general.py | 32 +++++++++-----------
 1 file changed, 15 insertions(+), 17 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 17c115f..808a3cd 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -1,8 +1,7 @@
 # -*- coding: utf-8 -*-.
-"""Provides default routines for integrating CEDAR Madrigal instruments into
-pysat, reducing the amount of user intervention.
+"""General routines for integrating CEDAR Madrigal instruments into pysat.
 
- """
+"""
 
 import datetime as dt
 import numpy as np
@@ -21,36 +20,33 @@
 
 
 def cedar_rules():
-    """ General acknowledgement statement for Madrigal data.
+    """General acknowledgement statement for Madrigal data.
 
     Returns
     -------
-    ackn : string
+    ackn : str
         String with general acknowledgement for all CEDAR Madrigal data
 
     """
-    ackn = "Contact the PI when using this data, in accordance with the CEDAR"
-    ackn += " 'Rules of the Road'"
+    ackn = "".join(["Contact the PI when using this data, in accordance ",
+                    "with the CEDAR 'Rules of the Road'"])
     return ackn
 
 
 def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     """Loads data from Madrigal into Pandas or XArray
 
-    This routine is called as needed by pysat. It is not intended
-    for direct user interaction.
-
     Parameters
     ----------
     fnames : array-like
         iterable of filename strings, full path, to data files to be loaded.
         This input is nominally provided by pysat itself.
-    tag : string
+    tag : str
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. While
         tag defaults to None here, pysat provides '' as the default
         tag unless specified by user at Instrument instantiation. (default='')
-    inst_id : string
+    inst_id : str
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default='')
     xarray_coords : list
@@ -61,23 +57,25 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
         will have a tuple of coordinates as the key and a list of variable
         strings as the value.  For example,
         xarray_coords=[{('time',): ['year', 'doy'],
-                        ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
-    file_type : string
+        ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
+    file_type : strö
         File format for Madrigal data.  Currently only accept 'netCDF4' and
         'hdf5'. (default='hdf5')
 
     Returns
     -------
     data : pds.DataFrame or xr.Dataset
-        A pandas DataFrame or xarray Dataset holding the data from the HDF5
-        file
+        A pandas DataFrame or xarray Dataset holding the data from the file
     meta : pysat.Meta
-        Metadata from the HDF5 file, as well as default values from pysat
+        Metadata from the file, as well as default values from pysat
 
     Note
     ----
     Currently HDF5 reading breaks if a different file type was used previously
 
+    This routine is called as needed by pysat. It is not intended
+    for direct user interaction.
+
     """
     # Test the file format
     if file_type not in ['netCDF4', 'hdf5']:

From 8c2a7ffe8fd5ba5fdda6f151a87496650d500f42 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:38:57 -0400
Subject: [PATCH 196/231] ENH: updated README

Updated the README to reflect the conditions of the next release.
---
 README.md | 49 +++++++++++++++++++++++++++++++------------------
 1 file changed, 31 insertions(+), 18 deletions(-)

diff --git a/README.md b/README.md
index a96922c..b142032 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <div align="left">
         <img height="0" width="0px">
-        <img width="20%" src="/docs/figures/pysatMadrigal.png" alt="pysatMadrigal" title="pysatMadrigal"</img>
+        <img width="20%" src="https://raw.githubusercontent.com/pysat/pysatSpaceWeather/main/docs/figures/pysatMadrigal.png" alt="pysatMadrigal" title="pysatMadrigal"</img>
 </div>
 
 # pysatMadrigal
@@ -16,11 +16,28 @@ pysat ([pysat documentation](http://pysat.readthedocs.io/en/latest/)).
 
 # Installation
 
-pysatMadrigal may be installed through pip or by cloning the git repository
+The following instructions provide a guide for installing pysatSpaceWeather and
+give some examples on how to use the routines.
+
+## Prerequisites
+
+pysatMadrigal uses common Python modules, as well as modules developed by and
+for the Space Physics community.  This module officially supports Python 3.7+.
+
+| Common modules | Community modules |
+| -------------- | ----------------- |
+| h5py           | madrigalWeb       |
+| numpy          | pysat >= 3.0.0    |
+| pandas         |                   |
+| xarray         |                   |
+
+
+## PyPi Installation
 ```
 pip install pysatMadrigal
 ```
 
+## GitHub Installation
 ```
 git clone https://github.com/pysat/pysatMadrigal.git
 ```
@@ -35,22 +52,10 @@ python setup.py install
 
 Note: pre-0.1.0 version
 -----------------------
-pysatMadrigal is currently provided as an alpha pre-release.  Much of the API is
-being built off of the upcoming pysat 3.0.0 software in order to streamline the
-usage and test coverage.  This version of pysat is planned for release later
-this year.  Currently, you can access the develop version of this through
-github:
+pysatMadrigal is currently provided as an alpha pre-release.  Feedback and
+contributions are appreciated.
 
-```
-git clone https://github.com/pysat/pysat.git
-cd pysat
-git checkout develop-3
-python setup.py install
-```
-
-It should be noted that this is a working branch and is subject to change.
-
-# Using with pysat
+# Examples
 
 The instrument modules are portable and designed to be run like any pysat
 instrument.
@@ -58,6 +63,14 @@ instrument.
 ```
 import pysat
 from pysatMadrigal.instruments import dmsp_ivm
-
 ivm = pysat.Instrument(inst_module=dmsp_ivm, tag='utd', inst_id='f15')
 ```
+
+Another way to use the instruments in an external repository is to register the
+instruments.  This only needs to be done the first time you load an instrument.
+Afterward, pysat will identify them using the `platform` and `name` keywords.
+
+```
+pysat.utils.registry.register('pysatMadrigal.instruments.dmsp_ivm')
+dst = pysat.Instrument('dmsp', 'ivm', tag='utd', inst_id='f15')
+```

From 483a9c670749af3533e3eb489bb709abb28ecef4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:40:02 -0400
Subject: [PATCH 197/231] MAINT: cycled python versions

Cycled the supported python versions and removed the pytest-flake8 options.
---
 setup.cfg | 7 ++-----
 1 file changed, 2 insertions(+), 5 deletions(-)

diff --git a/setup.cfg b/setup.cfg
index 4ffee39..94e2506 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -26,7 +26,6 @@ classifiers =
   License :: OSI Approved :: BSD License
   Natural Language :: English
   Programming Language :: Python :: 3 :: Only
-  Programming Language :: Python :: 3.6
   Programming Language :: Python :: 3.7
   Programming Language :: Python :: 3.8
   Operating System :: MacOS :: MacOS X
@@ -53,6 +52,7 @@ omit = */instruments/templates/
 
 [flake8]
 max-line-length = 80
+ignore = W503
 
 [tool:pytest]
 markers =
@@ -60,7 +60,4 @@ markers =
     download: tests for downloadable instruments
     no_download: tests for instruments without download support
     first: first tests to run
-    second: second tests to run
-flake8-ignore =
-  *.py W503
-  docs/conf.py ALL
+    second: second tests to run
\ No newline at end of file

From 1102461f89c98a162b45a88c8c429955fd6db798 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:40:27 -0400
Subject: [PATCH 198/231] MAINT: added flake8

Switched linter from pytest-flake8 to flake8.
---
 test_requirements.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/test_requirements.txt b/test_requirements.txt
index 02dae12..03aca35 100644
--- a/test_requirements.txt
+++ b/test_requirements.txt
@@ -1,8 +1,8 @@
 coveralls
+flake8
 m2r2
 numpydoc
 pytest-cov
 pytest-ordering
-pytest-flake8
 sphinx
 sphinx_rtd_theme

From eb5436146e02d3458b563793b6e96a2a0ad314b3 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:40:54 -0400
Subject: [PATCH 199/231] MAINT: cycled supported python versions

Cycled the supported python versions and removed the pytest-flake8 call, replacing it with flake8.
---
 .travis.yml | 8 +++++---
 1 file changed, 5 insertions(+), 3 deletions(-)

diff --git a/.travis.yml b/.travis.yml
index 5b4711a..0c200fd 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -2,13 +2,15 @@ language: python
 dist: xenial
 jobs:
   include:
-    - python: '3.6'
-      script: pytest --cov=pysatMadrigal/
     - name: '3.7 with flake8'
       python: '3.7'
-      script: pytest --flake8 --cov=pysatMadrigal/
+      script:
+          - flake8
+          - pytest --cov=pysatMadrigal/
     - python: '3.8'
       script: pytest --cov=pysatMadrigal/
+    - python: '3.9'
+      script: pytest --cov=pysatMadrigal/
 
 services: xvfb
 cache: pip

From ca8df17a6280ede94fa502e249ba8f54db15ea60 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 26 May 2021 08:44:48 -0400
Subject: [PATCH 200/231] DOC: added summary changes to log

Updated the CHANGELOG with the changes made on this branch.
---
 CHANGELOG.md | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0a3adef..7af3755 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,10 +7,15 @@ This project adheres to [Semantic Versioning](http://semver.org/).
 - Deprecations
   - Restructed Instrument methods, moving `madrigal` to `general` and extracting
     local methods from the instrument modules to platform-specific method files
+  - Cycled testing support to cover Python 3.7-3.9
 - Enhancements
   - Added coords from pysat.utils
   - Added Vertical TEC Instrument
   - Added documentation
+  - Updated documentation configuration to improve maintainability
+  - Updated documentation style, displaying logo on sidebar in html format
+  - Changed zenodo author name format for better BibTeX compliance
+  - Updated README information
 - Bug Fix
   - Updated Madrigal methods to simplify compound data types and enable
     creation of netCDF4 files using `Instrument.to_netcdf4()`

From f547c53dd71232743d9eddb44624b6a290ae1d64 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 26 May 2021 08:53:57 -0400
Subject: [PATCH 201/231] BUG: fixed image link

Fixed the full-path image link to point to the correct repository.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index b142032..0dd924a 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 <div align="left">
         <img height="0" width="0px">
-        <img width="20%" src="https://raw.githubusercontent.com/pysat/pysatSpaceWeather/main/docs/figures/pysatMadrigal.png" alt="pysatMadrigal" title="pysatMadrigal"</img>
+        <img width="20%" src="https://raw.githubusercontent.com/pysat/pysatMadrigal/main/docs/figures/pysatMadrigal.png" alt="pysatMadrigal" title="pysatMadrigal"</img>
 </div>
 
 # pysatMadrigal

From b45dabf7c4f50b8ffa7fec72033336da7b690077 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 26 May 2021 08:55:38 -0400
Subject: [PATCH 202/231] MAINT: added newline to end of file

Added a newline to end of setup.cfg.
---
 setup.cfg | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/setup.cfg b/setup.cfg
index 94e2506..10682bf 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -60,4 +60,5 @@ markers =
     download: tests for downloadable instruments
     no_download: tests for instruments without download support
     first: first tests to run
-    second: second tests to run
\ No newline at end of file
+    second: second tests to run
+    

From ce2f19cf488f40d60a7f6975fd66733c1a398ce3 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 08:33:54 -0400
Subject: [PATCH 203/231] ENH: added load option for simple data

Added a load option for simple Madrigal data.
---
 pysatMadrigal/instruments/methods/general.py | 246 +++++++++++--------
 1 file changed, 144 insertions(+), 102 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 17c115f..c6e375c 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -5,6 +5,7 @@
  """
 
 import datetime as dt
+import gzip
 import numpy as np
 import os
 import pandas as pds
@@ -17,7 +18,7 @@
 
 
 logger = pysat.logger
-file_types = ['hdf5', 'netCDF4', 'simple']
+file_types = {'hdf5': 'hdf5', 'netCDF4':'netCDF4' , 'simple': 'simple.gz'}
 
 
 def cedar_rules():
@@ -34,7 +35,7 @@ def cedar_rules():
     return ackn
 
 
-def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
+def load(fnames, tag=None, inst_id=None, xarray_coords=None):
     """Loads data from Madrigal into Pandas or XArray
 
     This routine is called as needed by pysat. It is not intended
@@ -53,18 +54,15 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     inst_id : string
         Satellite ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default='')
-    xarray_coords : list
+    xarray_coords : list or NoneType
         List of keywords to use as coordinates if xarray output is desired
         instead of a Pandas DataFrame.  Can build an xarray Dataset
         that have different coordinate dimensions by providing a dict
         inside the list instead of coordinate variable name strings. Each dict
         will have a tuple of coordinates as the key and a list of variable
-        strings as the value.  For example,
+        strings as the value.  Empty list if None. For example,
         xarray_coords=[{('time',): ['year', 'doy'],
-                        ('time', 'gdalt'): ['data1', 'data2']}]. (default=[])
-    file_type : string
-        File format for Madrigal data.  Currently only accept 'netCDF4' and
-        'hdf5'. (default='hdf5')
+        ('time', 'gdalt'): ['data1', 'data2']}]. (default=None)
 
     Returns
     -------
@@ -79,23 +77,33 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
     Currently HDF5 reading breaks if a different file type was used previously
 
     """
-    # Test the file format
-    if file_type not in ['netCDF4', 'hdf5']:
-        raise ValueError('unknown file format {:s}'.format(file_type))
+    # Test the file formats
+    load_file_types = {ftype: [] for ftype in file_types.keys()}
+    for fname in fnames:
+        for ftype in file_types.keys():
+            if fname.find(ftype) > 0:
+                load_file_types[ftype].append(fname)
+                break
+
+    # Initialize xarray coordinates, if needed
+    if xarray_coords is None:
+        xarray_coords = []
 
     # Initialize the output
     meta = pysat.Meta()
     labels = []
+    data = None
 
-    # Load the file data
-    if file_type == "netCDF4":
+    # Load the file data for netCDF4 files
+    if len(load_file_types["netCDF4"]) == 1:
         # Xarray natively opens netCDF data into a Dataset
-        if len(fnames) == 1:
-            file_data = xr.open_dataset(fnames[0], engine="netcdf4")
-        else:
-            file_data = xr.open_mfdataset(fnames, combine='by_coords',
-                                          engine="netcdf4")
+        file_data = xr.open_dataset(load_file_types["netCDF4"][0],
+                                    engine="netcdf4")
+    elif len(load_file_types["netCDF4"]) > 1:
+        file_data = xr.open_mfdataset(load_file_types["netCDF4"],
+                                      combine='by_coords', engine="netcdf4")
 
+    if len(load_file_types["netCDF4"]) > 0:
         # Currently not saving file header data, as all metadata is at
         # the data variable level
         if len(labels) == 0:
@@ -116,7 +124,8 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
         time_data = pds.to_datetime(file_data['time'].values, unit='s')
         data = file_data.assign_coords({'time': ('time', time_data)})
 
-    elif file_type == "hdf5":
+    # Load the file data for HDF5 files
+    if len(load_file_types["hdf5"]) > 0 or len(load_file_types["simple"]) > 0:
         # Ensure we don't try to create an xarray object with only time as
         # the coordinate
         coord_len = len(xarray_coords)
@@ -125,50 +134,78 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
 
         # Cycle through all the filenames
         fdata = []
+        fnames = list(load_file_types["hdf5"])
+        fnames.extend(load_file_types["simple"])
         for fname in fnames:
-            # Open the specified file and get the data and metadata
-            filed = h5py.File(fname, 'r')
-            file_data = filed['Data']['Table Layout']
-            file_meta = filed['Metadata']['Data Parameters']
-
-            # load up what is offered into pysat.Meta if this is the first file
-            if len(labels) == 0:
-                for item in file_meta:
-                    name_string = item[0].decode('UTF-8')
-                    unit_string = item[3].decode('UTF-8')
-                    desc_string = item[1].decode('UTF-8')
-                    labels.append(name_string)
-                    meta[name_string.lower()] = {meta.labels.name: name_string,
-                                                 meta.labels.units: unit_string,
-                                                 meta.labels.desc: desc_string}
-
-            # Add additional metadata notes. Custom attributes attached to meta
-            # are attached to corresponding Instrument object when pysat
-            # receives data and meta from this routine
-            for key in filed['Metadata']:
-                if key != 'Data Parameters':
-                    setattr(meta, key.replace(' ', '_'),
-                            filed['Metadata'][key][:])
-
-            # data into frame, with labels from metadata
-            data = pds.DataFrame.from_records(file_data, columns=labels)
-
-            # lowercase variable names
-            data.columns = [item.lower() for item in data.columns]
-
-            # datetime index from times
+            # Open the specified file
+            if fname in load_file_types["simple"]:
+                # Get the gzipped text data
+                with gzip.open(fname, 'rb') as fin:
+                    file_data = fin.readlines()
+
+                # Load available info into pysat.Meta if this is the first file
+                header = [item.decode('UTF-8')
+                          for item in file_data.pop(0).split()]
+                if len(labels) == 0:
+                    for item in header:
+                        labels.append(item)
+                        meta[item.lower()] = {meta.labels.name: item}
+
+                # Construct a dict of the output
+                file_dict = {item.lower(): list() for item in header}
+                for line in file_data:
+                    for i, val in enumerate(line.split()):
+                        file_dict[header[i].lower()].append(float(val))
+
+                # Load data into frame, with labels from metadata
+                ldata = pds.DataFrame.from_dict(file_dict)
+            else:
+                # Open the specified file and get the data and metadata
+                filed = h5py.File(fname, 'r')
+                file_data = filed['Data']['Table Layout']
+                file_meta = filed['Metadata']['Data Parameters']
+
+                # Load available info into pysat.Meta if this is the first file
+                if len(labels) == 0:
+                    for item in file_meta:
+                        name_string = item[0].decode('UTF-8')
+                        unit_string = item[3].decode('UTF-8')
+                        desc_string = item[1].decode('UTF-8')
+                        labels.append(name_string)
+                        meta[name_string.lower()] = {
+                            meta.labels.name: name_string,
+                            meta.labels.units: unit_string,
+                            meta.labels.desc: desc_string}
+
+                # Add additional metadata notes. Custom attributes attached to
+                # meta are attached to corresponding Instrument object when
+                # pysat receives data and meta from this routine
+                for key in filed['Metadata']:
+                    if key != 'Data Parameters':
+                        setattr(meta, key.replace(' ', '_'),
+                                filed['Metadata'][key][:])
+
+                # Load data into frame, with labels from metadata
+                ldata = pds.DataFrame.from_records(file_data, columns=labels)
+
+                # Enforce lowercase variable names
+                ldata.columns = [item.lower() for item in ldata.columns]
+
+            # Extended processing is the same for simple and HDF5 files
+            #
+            # Construct datetime index from times
             time_keys = np.array(['year', 'month', 'day', 'hour', 'min', 'sec'])
-            if not np.all([key in data.columns for key in time_keys]):
+            if not np.all([key in ldata.columns for key in time_keys]):
                 time_keys = [key for key in time_keys
-                             if key not in data.columns]
+                             if key not in ldata.columns]
                 raise ValueError(' '.join(["unable to construct time index, ",
                                            "missing {:}".format(time_keys)]))
 
-            uts = 3600.0 * data.loc[:, 'hour'] + 60.0 * data.loc[:, 'min'] \
-                + data.loc[:, 'sec']
+            uts = 3600.0 * ldata.loc[:, 'hour'] + 60.0 * ldata.loc[:, 'min'] \
+                + ldata.loc[:, 'sec']
             time = pysat.utils.time.create_datetime_index(
-                year=data.loc[:, 'year'], month=data.loc[:, 'month'],
-                day=data.loc[:, 'day'], uts=uts)
+                year=ldata.loc[:, 'year'], month=ldata.loc[:, 'month'],
+                day=ldata.loc[:, 'day'], uts=uts)
 
             # Declare index or recast as xarray
             if coord_len > 0:
@@ -176,7 +213,7 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                 # columns
                 if not isinstance(xarray_coords, dict):
                     xarray_coords = {tuple(xarray_coords):
-                                     [col for col in data.columns
+                                     [col for col in ldata.columns
                                       if col not in xarray_coords]}
 
                 # Determine the order in which the keys should be processed:
@@ -187,43 +224,38 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     [lkey for lkey in len_dict.keys()], reverse=True)]
 
                 # Append time to the data frame
-                data = data.assign(time=pds.Series(time, index=data.index))
+                ldata = ldata.assign(time=pds.Series(time, index=ldata.index))
 
                 # Cycle through each of the coordinate dimensions
                 xdatasets = list()
                 for xcoords in coord_order:
-                    if not np.all([xkey.lower() in data.columns
+                    if not np.all([xkey.lower() in ldata.columns
                                    for xkey in xcoords]):
-                        raise ValueError(''.join(['unknown coordinate key in ',
-                                                  '[{:}], use'.format(xcoords),
-                                                  ' only: {:}'.format(
-                                                      data.columns)]))
-                    if not np.all([xkey.lower() in data.columns
+                        raise ValueError(''.join(['unknown coordinate key ',
+                                                  'in [{:}'.format(xcoords),
+                                                  '], use only: {:}'.format(
+                                                      ldata.columns)]))
+                    if not np.all([xkey.lower() in ldata.columns
                                    for xkey in xarray_coords[xcoords]]):
-                        data_mask = [xkey.lower() in data.columns
+                        data_mask = [xkey.lower() in ldata.columns
                                      for xkey in xarray_coords[xcoords]]
                         if np.all(~np.array(data_mask)):
-                            raise ValueError(''.join(['all provided data ',
-                                                      'variables [',
-                                                      '{:}] are '.format(
-                                                          xarray_coords[
-                                                              xcoords]),
-                                                      'unknown, use only: ',
-                                                      '{:}'.format(
-                                                          data.columns)]))
+                            raise ValueError(''.join([
+                                'all provided data variables [',
+                                '{:}] are unk'.format(xarray_coords[xcoords]),
+                                'nown, use only: {:}'.format(ldata.columns)]))
                         else:
-                            logger.warning(''.join(['unknown data variable in',
-                                                    ' [{:}], use only'.format(
-                                                        xarray_coords[xcoords]),
-                                                    ': {:}'.format(
-                                                        data.columns)]))
+                            logger.warning(''.join([
+                                'unknown data variable in [',
+                                '{:}], use'.format(xarray_coords[xcoords]),
+                                ' only: {:}'.format(ldata.columns)]))
 
                             # Remove the coordinates that aren't present
                             temp = np.array(xarray_coords[xcoords])[data_mask]
                             xarray_coords[xcoords] = list(temp)
 
                     # Select the desired data values
-                    sel_data = data[list(xcoords) + xarray_coords[xcoords]]
+                    sel_data = ldata[list(xcoords) + xarray_coords[xcoords]]
 
                     # Remove duplicates before indexing, to ensure data with
                     # the same values at different locations are kept
@@ -236,17 +268,17 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                     xdatasets.append(sel_data.to_xarray())
 
                 # Get the necessary information to test the data
-                lcols = data.columns
-                ldata = len(lcols)
+                lcols = ldata.columns
+                len_data = len(lcols)
 
                 # Merge all of the datasets
-                data = xr.merge(xdatasets)
-                test_variables = [xkey for xkey in data.variables.keys()]
+                ldata = xr.merge(xdatasets)
+                test_variables = [xkey for xkey in ldata.variables.keys()]
                 ltest = len(test_variables)
 
                 # Test to see that all data was retrieved
-                if ltest != ldata:
-                    if ltest < ldata:
+                if ltest != len_data:
+                    if ltest < len_data:
                         estr = 'missing: {:}'.format(
                             ' '.join([dvar for dvar in lcols
                                       if dvar not in test_variables]))
@@ -254,34 +286,44 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=[], file_type='hdf5'):
                         estr = 'have extra: {:}'.format(
                             ' '.join([tvar for tvar in test_variables
                                       if tvar not in lcols]))
-                        raise ValueError(''.join(['coordinates not supplied ',
-                                                  'for all data columns: ',
-                                                  '{:d} != '.format(ltest),
-                                                  '{:d}; '.format(ldata),
-                                                  estr]))
+                        raise ValueError(''.join([
+                            'coordinates not supplied for all data columns',
+                            ': {:d} != {:d}; '.format(ltest, len_data), estr]))
             else:
                 # Set the index to time
-                data.index = time
+                ldata.index = time
 
                 # Raise a logging warning if there are duplicate times. This
                 # means the data should be stored as an xarray Dataset
                 if np.any(time.duplicated()):
-                    logger.warning(''.join(["duplicated time indices, consider",
-                                            " specifing additional coordinates",
-                                            " and storing the data as an ",
-                                            "xarray Dataset"]))
+                    logger.warning(''.join(["duplicated time indices, ",
+                                            "consider specifing additional",
+                                            " coordinates and storing the ",
+                                            "data as an xarray Dataset"]))
 
             # Compile a list of the data objects
-            fdata.append(data)
+            fdata.append(ldata)
 
-        # If multiple files were loaded, merge the data together
-        if len(fdata) == 1:
+        # Merge the data together, accounting for potential netCDF output
+        if data is None and len(fdata) == 1:
             data = fdata[0]
         else:
             if coord_len > 0:
-                data = xr.merge(fdata)
+                if data is None:
+                    data = xr.merge(fdata)
+                else:
+                    data = xr.combine_by_coords([data, xr.merge(fdata)])
             else:
-                data = pds.concat(fdata)
+                if data is None:
+                    data = pds.concat(fdata)
+                else:
+                    ldata = pds.concat(fdata).to_xarray()
+                    ldata = ldata.rename({'index': 'time'})
+                    data = xr.combine_by_coords([data, ldata])
+
+    # Ensure that data is at least an empty Dataset
+    if data is None:
+        data = xr.Dataset()
 
     return data, meta
 
@@ -330,9 +372,9 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
 
     """
 
-    if file_type not in file_types:
+    if file_type not in file_types.keys():
         raise ValueError("Unknown file format {:}, accepts {:}".format(
-            file_type, file_types))
+            file_type, file_types.keys()))
 
     _check_madrigal_params(inst_code=inst_code, user=user, password=password)
 

From e8c4ec402b3669bb5678fe43708c336851dc55e5 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 08:34:37 -0400
Subject: [PATCH 204/231] BUG: fixed list_files file_type limitation

Fixed the limitation where only one type of file format could be listed at once.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 54 +++++++++++-------
 pysatMadrigal/instruments/gnss_tec.py | 82 ++++++++++++++-------------
 pysatMadrigal/instruments/jro_isr.py  | 66 +++++++++++----------
 3 files changed, 115 insertions(+), 87 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 69b05fe..614fdb7 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -55,6 +55,7 @@
 import datetime as dt
 import functools
 import numpy as np
+import pandas as pds
 
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
@@ -184,46 +185,59 @@ def clean(self):
 
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
-               supported_tags=supported_tags, delimiter=None, file_type='hdf5'):
+               supported_tags=supported_tags, delimiter=None, file_type=None):
     """Return a Pandas Series of every data file for this Instrument
 
     Parameters
     ----------
-    tag : string or NoneType
+    tag : str or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
-    inst_id : string or NoneType
+    inst_id : str or NoneType
         Specifies the satellite ID for a constellation.  Not used.
         (default=None)
-    data_path : string or NoneType
+    data_path : str or NoneType
         Path to data directory.  If None is specified, the value previously
         set in Instrument.files.data_path is used.  (default=None)
-    format_str : string or NoneType
+    format_str : str or NoneType
         User specified file format.  If None is specified, the default
         formats associated with the supplied tags are used. (default=None)
     supported_tags : dict or NoneType
         keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    delimiter : string
+    delimiter : str
         Delimiter string upon which files will be split (e.g., '.')
-    file_type : string
-        File format for Madrigal data.  Load routines currently only accepts
-        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
-        here. (default='netCDF4')
+    file_type : str or NoneType
+        File format for Madrigal data.  Load routines currently accepts 'hdf5',
+        'simple', and 'netCDF4', but any of the Madrigal options may be used
+        here. If None, will look for all known file types. (default=None)
 
     Returns
     -------
-    out : pysat.Files.from_os : pysat._files.Files
-        A class containing the verified available files
+    out : pds.Series
+        A pandas Series containing the verified available files
 
     """
-    if supported_tags[inst_id][tag].find('{file_type}') > 0:
-        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-            file_type=file_type)
-
-    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                            format_str=format_str, delimiter=delimiter,
-                            supported_tags=supported_tags)
+    file_types = general.file_types.keys() if file_type is None else [file_type]
+    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
+    out_series = list()
+
+    for file_type in file_types:
+        if supported_tags[inst_id][tag].find('{file_type}') > 0:
+            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+                file_type=general.file_types[file_type])
+
+        out_series.append(
+            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                              format_str=format_str, delimiter=delimiter,
+                              supported_tags=sup_tags))
+
+    if len(out_series) == 0:
+        out = pds.Series(dtype=str)
+    elif len(out_series) == 1:
+        out = out_series[0]
+    else:
+        out = pds.concat(out_series).sort_index()
 
     return out
 
@@ -270,5 +284,5 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     """
     general.download(date_array, inst_code=str(madrigal_inst_code),
                      kindat=madrigal_tag[inst_id][tag], data_path=data_path,
-                     user=user, password=password)
+                     user=user, password=password, file_type=file_type)
     return
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 488f232..d8648fe 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -125,21 +125,21 @@ def clean(self):
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=supported_tags, two_digit_year_break=99,
-               delimiter=None, file_type='netCDF4'):
+               delimiter=None, file_type=None):
     """Return a Pandas Series of every data file for this Instrument
 
     Parameters
-    -----------
-    tag : string or NoneType
+    ----------
+    tag : str or NoneType
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default=None)
-    inst_id : string or NoneType
+    inst_id : str or NoneType
         Specifies the satellite ID for a constellation.  Not used.
         (default=None)
-    data_path : string or NoneType
+    data_path : str or NoneType
         Path to data directory.  If None is specified, the value previously
         set in Instrument.files.data_path is used.  (default=None)
-    format_str : string or NoneType
+    format_str : str or NoneType
         User specified file format.  If None is specified, the default
         formats associated with the supplied tags are used. (default=None)
     supported_tags : dict or NoneType
@@ -149,12 +149,12 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         If filenames only store two digits for the year, then
         '1900' will be added for years >= two_digit_year_break
         and '2000' will be added for years < two_digit_year_break.
-    delimiter : string
+    delimiter : str
         Delimiter string upon which files will be split (e.g., '.')
-    file_type : string
-        File format for Madrigal data.  Load routines currently only accepts
-        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
-        here. (default='netCDF4')
+    file_type : str or NoneType
+        File format for Madrigal data.  Load routines currently accepts 'hdf5',
+        'simple', and 'netCDF4', but any of the Madrigal options may be used
+        here. If None, will look for all known file types. (default=None)
 
     Returns
     -------
@@ -162,14 +162,26 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         A class containing the verified available files
 
     """
-    if supported_tags[inst_id][tag].find('{file_type}') > 0:
-        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-            file_type=file_type)
-
-    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                            format_str=format_str, delimiter=delimiter,
-                            supported_tags=supported_tags,
-                            two_digit_year_break=two_digit_year_break)
+    file_types = general.file_types.keys() if file_type is None else [file_type]
+    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
+    out_series = list()
+
+    for file_type in file_types:
+        if supported_tags[inst_id][tag].find('{file_type}') > 0:
+            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+                file_type=general.file_types[file_type])
+
+        out_series.append(
+            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                              format_str=format_str, delimiter=delimiter,
+                              supported_tags=sup_tags))
+
+    if len(out_series) == 0:
+        out = pds.Series(dtype=str)
+    elif len(out_series) == 1:
+        out = out_series[0]
+    else:
+        out = pds.concat(out_series).sort_index()
 
     return out
 
@@ -184,22 +196,22 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    tag : string
+    tag : str
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    inst_id : string
+    inst_id : str
         Instrument ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
-    data_path : string
+    data_path : str
         Path to directory to download data to. (default=None)
-    user : string
+    user : str
         User string input used for download. Provided by user and passed via
         pysat. (default=None)
-    password : string
+    password : str
         Password for data download. (default=None)
-    url : string
+    url : str
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
-    file_type : string
+    file_type : str
         File format for Madrigal data.  Load routines currently only accepts
         'hdf5' and 'netCDF4', but any of the Madrigal options may be used
         here. (default='netCDF4')
@@ -223,26 +235,22 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     return
 
 
-def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
+def load(fnames, tag=None, inst_id=None):
     """ Routine to load the GNSS TEC data
 
     Parameters
-    -----------
+    ----------
     fnames : list
         List of filenames
-    tag : string or NoneType
+    tag : str or NoneType
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    inst_id : string or NoneType
+    inst_id : str or NoneType
         Instrument ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    file_type : string
-        File format for Madrigal data. Currently only accepts 'hdf5' and
-        'netCDF4', but any of the supported Madrigal options may be used here.
-        (default='netCDF4')
 
     Returns
-    --------
+    -------
     data : xarray.Dataset
         Object containing satellite data
     meta : pysat.Meta
@@ -257,9 +265,7 @@ def load(fnames, tag=None, inst_id=None, file_type='netCDF4'):
                                      'sec', 'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = general.load(fnames, tag, inst_id,
-                              xarray_coords=xcoords[tag],
-                              file_type=file_type)
+    data, meta = general.load(fnames, tag, inst_id, xarray_coords=xcoords[tag])
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     squeeze_dims = np.array(['kindat', 'kinst'])
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 720a886..01711e0 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -169,29 +169,29 @@ def clean(self):
 
 
 def list_files(tag='', inst_id='', data_path=None, format_str=None,
-               supported_tags=supported_tags, delimiter=None, file_type='hdf5'):
+               supported_tags=supported_tags, delimiter=None, file_type=None):
     """Return a Pandas Series of every data file for this Instrument
 
     Parameters
     ----------
-    tag : string
+    tag : str
         Denotes type of file to load.  Accepted types are <tag strings>.
         (default='')
-    inst_id : string
+    inst_id : str
         Specifies the satellite ID for a constellation.  Not used.
         (default='')
-    data_path : string or NoneType
+    data_path : str or NoneType
         Path to data directory.  If None is specified, the value previously
         set in Instrument.files.data_path is used.  (default=None)
-    format_str : string or NoneType
+    format_str : str or NoneType
         User specified file format.  If None is specified, the default
         formats associated with the supplied tags are used. (default=None)
     supported_tags : dict or NoneType
         keys are inst_id, each containing a dict keyed by tag
         where the values file format template strings. (default=None)
-    delimiter : string
+    delimiter : str
         Delimiter string upon which files will be split (e.g., '.')
-    file_type : string
+    file_type : str
         File format for Madrigal data.  Load routines currently only accepts
         'hdf5' and 'netCDF4', but any of the Madrigal options may be used
         here. (default='netCDF4')
@@ -202,13 +202,26 @@ def list_files(tag='', inst_id='', data_path=None, format_str=None,
         A class containing the verified available files
 
     """
-    if supported_tags[inst_id][tag].find('{file_type}') > 0:
-        supported_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-            file_type=file_type)
-
-    out = ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                            format_str=format_str,
-                            supported_tags=supported_tags, delimiter=delimiter)
+    file_types = general.file_types.keys() if file_type is None else [file_type]
+    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
+    out_series = list()
+
+    for file_type in file_types:
+        if supported_tags[inst_id][tag].find('{file_type}') > 0:
+            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+                file_type=general.file_types[file_type])
+
+        out_series.append(
+            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
+                              format_str=format_str, delimiter=delimiter,
+                              supported_tags=sup_tags))
+
+    if len(out_series) == 0:
+        out = pds.Series(dtype=str)
+    elif len(out_series) == 1:
+        out = out_series[0]
+    else:
+        out = pds.concat(out_series).sort_index()
 
     return out
 
@@ -222,21 +235,21 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     date_array : array-like
         list of datetimes to download data for. The sequence of dates need not
         be contiguous.
-    tag : string
+    tag : str
         Tag identifier used for particular dataset. This input is provided by
         pysat. (default='')
-    inst_id : string
+    inst_id : str
         Satellite ID string identifier used for particular dataset. This input
         is provided by pysat. (default='')
-    data_path : string
+    data_path : str
         Path to directory to download data to. (default=None)
-    user : string
+    user : str
         User string input used for download. Provided by user and passed via
         pysat. If an account is required for dowloads this routine here must
         error if user not supplied. (default=None)
-    password : string
+    password : str
         Password for data download. (default=None)
-    file_type : string
+    file_type : str
         File format for Madrigal data.  Currently only accept 'netcdf4' and
         'hdf5'. (default='hdf5')
 
@@ -257,22 +270,19 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
                      user=user, password=password, file_type=file_type)
 
 
-def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
+def load(fnames, tag=None, inst_id=None):
     """ Routine to load the JRO ISR data
 
     Parameters
     -----------
     fnames : list
         List of filenames
-    tag : string or NoneType
+    tag : str or NoneType
         tag name used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    inst_id : string or NoneType
+    inst_id : str or NoneType
         Instrument ID used to identify particular data set to be loaded.
         This input is nominally provided by pysat itself. (default=None)
-    file_type : string
-        File format for Madrigal data.  Currently only accept 'netcdf4' and
-        'hdf5'. (default='hdf5')
 
     Returns
     --------
@@ -327,9 +337,7 @@ def load(fnames, tag=None, inst_id=None, file_type='hdf5'):
                                              'ut1_unix', 'ut2_unix', 'recno']}}
 
     # Load the specified data
-    data, meta = general.load(fnames, tag, inst_id,
-                              xarray_coords=xcoords[tag],
-                              file_type=file_type)
+    data, meta = general.load(fnames, tag, inst_id, xarray_coords=xcoords[tag])
 
     # Squeeze the kindat and kinst 'coordinates', but keep them as floats
     data = data.squeeze(dim=['kindat', 'kinst', 'gdlatr', 'gdlonr'])

From 7cbe9aa6468e607351fe565f40cc5f6eb45e6d42 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 08:34:56 -0400
Subject: [PATCH 205/231] DOC: updated changelog

Added a description of the changes to the changelog.
---
 CHANGELOG.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0a3adef..0da5be8 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -11,12 +11,14 @@ This project adheres to [Semantic Versioning](http://semver.org/).
   - Added coords from pysat.utils
   - Added Vertical TEC Instrument
   - Added documentation
+  - Added load routine for simple formatted data
 - Bug Fix
   - Updated Madrigal methods to simplify compound data types and enable
     creation of netCDF4 files using `Instrument.to_netcdf4()`
   - Updated load for multiple files in pandas format
   - Fixed remote listing routine to return filenames instead of experiments
   - Fixed bug introduced by change in xarray requiring engine kwarg
+  - Fixed bug that would not list multiple types of files
 
 ## [0.0.3] - 2020-06-15
 - pypi compatibility

From c376bc0b6805284e9fb826b77b9458326051c2d7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 08:41:56 -0400
Subject: [PATCH 206/231] BUG: added missing import

Added the missing pandas import.
---
 pysatMadrigal/instruments/gnss_tec.py | 1 +
 pysatMadrigal/instruments/jro_isr.py  | 1 +
 2 files changed, 2 insertions(+)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index d8648fe..7a781f2 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -39,6 +39,7 @@
 import datetime as dt
 import functools
 import numpy as np
+import pandas as pds
 
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 01711e0..9040f58 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -37,6 +37,7 @@
 import datetime as dt
 import functools
 import numpy as np
+import pandas as pds
 
 from pysat.instruments.methods import general as ps_gen
 from pysat import logger

From 7d9a74cff22cd6f4c1c09ed9555309f83b8d2892 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 08:42:15 -0400
Subject: [PATCH 207/231] STY: fixed spacing

Fixed spacing to conform with PEP8 requirements.
---
 pysatMadrigal/instruments/methods/general.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index c6e375c..c73d017 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -18,7 +18,7 @@
 
 
 logger = pysat.logger
-file_types = {'hdf5': 'hdf5', 'netCDF4':'netCDF4' , 'simple': 'simple.gz'}
+file_types = {'hdf5': 'hdf5', 'netCDF4': 'netCDF4', 'simple': 'simple.gz'}
 
 
 def cedar_rules():

From 81b311309863b7778e2a6bbe635ac13f8adc5d52 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Fri, 28 May 2021 08:53:39 -0400
Subject: [PATCH 208/231] TST: updated flake8 testing command

Updated the flake8 testing command, since flake8 will error on warnings by default.

Co-authored-by: Jeff Klenzing <jklenzing@gmail.com>
---
 .travis.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.travis.yml b/.travis.yml
index 0c200fd..f40fda5 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -5,7 +5,7 @@ jobs:
     - name: '3.7 with flake8'
       python: '3.7'
       script:
-          - flake8
+          - flake8 . --count --select=E,F,W
           - pytest --cov=pysatMadrigal/
     - python: '3.8'
       script: pytest --cov=pysatMadrigal/

From 954ae2490f7f35e8c9b5cce606e43c7460ef5755 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 28 May 2021 11:04:52 -0400
Subject: [PATCH 209/231] BUG: re-add missing kwargs

Re-add missing kwargs that were accidentally removed.
---
 pysatMadrigal/instruments/gnss_tec.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 7a781f2..4f5f55e 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -175,6 +175,7 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
         out_series.append(
             ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
                               format_str=format_str, delimiter=delimiter,
+                              two_digit_year_break=two_digit_year_break,
                               supported_tags=sup_tags))
 
     if len(out_series) == 0:

From ffa50f1476aecf75aa16abb22e15c982a0ccd44f Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Fri, 28 May 2021 15:05:44 -0500
Subject: [PATCH 210/231] STY: Added feedback

---
 pysatMadrigal/instruments/methods/general.py | 22 ++++++++++++++------
 1 file changed, 16 insertions(+), 6 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index c73d017..d16047a 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -381,29 +381,39 @@ def download(date_array, inst_code=None, kindat=None, data_path=None,
     if kindat is None:
         raise ValueError("Must supply Madrigal experiment code")
 
-    # Initialize the connection to Madrigal
-    web_data = madrigalWeb.MadrigalData(url)
-
     # Get the list of desired remote files
     start = date_array.min()
     stop = date_array.max()
     if start == stop:
         stop += dt.timedelta(days=1)
-    files = get_remote_filenames(inst_code=inst_code, kindat=kindat, user=user,
-                                 password=password, web_data=web_data, url=url,
+
+    # Initialize the connection to Madrigal
+    logger.info('Connecting to Madrigal')
+    web_data = madrigalWeb.MadrigalData(url)
+    logger.info('Connection established.')
+
+    files = get_remote_filenames(inst_code=inst_code, kindat=kindat,
+                                 user=user, password=password,
+                                 web_data=web_data, url=url,
                                  start=start, stop=stop)
 
     for mad_file in files:
         # Build the local filename
-        local_file = os.path.join(data_path, os.path.basename(mad_file.name))
+        local_file = os.path.join(data_path,
+                                  os.path.basename(mad_file.name))
         if local_file.find(file_type) <= 0:
             split_file = local_file.split(".")
             split_file[-1] = file_type
             local_file = ".".join(split_file)
 
         if not os.path.isfile(local_file):
+            fstr = ''.join(('Downloading data for ', local_file))
+            logger.info(fstr)
             web_data.downloadFile(mad_file.name, local_file, user, password,
                                   "pysat", format=file_type)
+        else:
+            estr = ''.join((local_file, ' already exists. Skipping.'))
+            logger.info(estr)
 
     return
 

From 9e74b70aa37a24fbce08b1ce27cb2d006fd99c7d Mon Sep 17 00:00:00 2001
From: Russell Stoneback <rstoneba@utdallas.edu>
Date: Fri, 28 May 2021 15:09:38 -0500
Subject: [PATCH 211/231] DOC: Update CHANGELOG.md

---
 CHANGELOG.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 0da5be8..ff107db 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -12,6 +12,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
   - Added Vertical TEC Instrument
   - Added documentation
   - Added load routine for simple formatted data
+  - Expanded feedback during data downloads
 - Bug Fix
   - Updated Madrigal methods to simplify compound data types and enable
     creation of netCDF4 files using `Instrument.to_netcdf4()`

From ab5bf5f1af20d47515c5b780081302f9febc7346 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 1 Jun 2021 11:56:03 -0400
Subject: [PATCH 212/231] ENH: added a general `list_files` routine

Added a general `list_files` routine for multiple file types.
---
 pysatMadrigal/instruments/methods/general.py | 74 ++++++++++++++++++++
 1 file changed, 74 insertions(+)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index d16047a..4c912c9 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -667,6 +667,80 @@ def list_remote_files(tag, inst_id, inst_code=None, kindats=None, user=None,
                                                       two_digit_year_break)
 
 
+def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
+               supported_tags=None, file_cadence=dt.timedelta(days=1),
+               two_digit_year_break=None, delimiter=None, file_types=None):
+    """Return a Pandas Series of every file for chosen Instrument data.
+
+    Parameters
+    ----------
+    tag : string or NoneType
+        Denotes type of file to load.  Accepted types are <tag strings>.
+        (default=None)
+    inst_id : string or NoneType
+        Specifies the satellite ID for a constellation.  Not used.
+        (default=None)
+    data_path : string or NoneType
+        Path to data directory.  If None is specified, the value previously
+        set in Instrument.files.data_path is used.  (default=None)
+    format_str : string or NoneType
+        User specified file format.  If None is specified, the default
+        formats associated with the supplied tags are used. (default=None)
+    supported_tags : dict or NoneType
+        keys are inst_id, each containing a dict keyed by tag
+        where the values file format template strings. (default=None)
+    file_cadence : dt.timedelta or pds.DateOffset
+        pysat assumes a daily file cadence, but some instrument data file
+        contain longer periods of time.  This parameter allows the specification
+        of regular file cadences greater than or equal to a day (e.g., weekly,
+        monthly, or yearly). (default=dt.timedelta(days=1))
+    two_digit_year_break : int or NoneType
+        If filenames only store two digits for the year, then '1900' will be
+        added for years >= two_digit_year_break and '2000' will be added for
+        years < two_digit_year_break. If None, then four-digit years are
+        assumed. (default=None)
+    delimiter : string or NoneType
+        Delimiter string upon which files will be split (e.g., '.'). If None,
+        filenames will be parsed presuming a fixed width format. (default=None)
+    file_type : str or NoneType
+        File format for Madrigal data.  Load routines currently accepts 'hdf5',
+        'simple', and 'netCDF4', but any of the Madrigal options may be used
+        here. If None, will look for all known file types. (default=None)
+
+    Returns
+    -------
+    out : pds.Series
+        A pandas Series containing the verified available files
+
+    """
+    # Initialize the transitional variables
+    list_file_types = file_types.keys() if file_type is None else [file_type]
+    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
+    out_series = list()
+
+    # Cycle through each requested file type, loading the requested files
+    for file_type in list_file_types:
+        if supported_tags[inst_id][tag].find('{file_type}') > 0:
+            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
+                file_type=file_types[file_type])
+
+        out_series.append(pysat.instruments.methods.geneneral.list_files(
+            tag=tag, inst_id=inst_id, data_path=data_path,
+            format_str=format_str, supported_tags=sup_tags,
+            file_cadence=file_cadence,
+            two_digit_year_break=two_digit_year_break, delimiter=delimiter))
+
+    # Combine the file lists, ensuring the files are correctly ordered
+    if len(out_series) == 0:
+        out = pds.Series(dtype=str)
+    elif len(out_series) == 1:
+        out = out_series[0]
+    else:
+        out = pds.concat(out_series).sort_index()
+
+    return out
+
+
 def filter_data_single_date(inst):
     """Filters data to a single date.
 

From 1eb73d65ea21dab1d81d27c4d898bab2b50ca514 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 1 Jun 2021 11:56:40 -0400
Subject: [PATCH 213/231] ENH: implemented general `list_files` routine

Changed the individual instruments to use the general `list_files` routine.
---
 pysatMadrigal/instruments/dmsp_ivm.py | 68 ++---------------------
 pysatMadrigal/instruments/gnss_tec.py | 77 +++------------------------
 pysatMadrigal/instruments/jro_isr.py  | 67 ++---------------------
 3 files changed, 17 insertions(+), 195 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 614fdb7..9374d51 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -55,9 +55,7 @@
 import datetime as dt
 import functools
 import numpy as np
-import pandas as pds
 
-from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
 from pysatMadrigal.instruments.methods import general, dmsp
@@ -174,6 +172,10 @@ def clean(self):
 #
 # Use the default Madrigal and pysat methods
 
+# Support listing the local files
+list_files = functools.partial(general.list_files,
+                               supported_tags=supported_tags)
+
 # Set the list_remote_files routine
 list_remote_files = functools.partial(general.list_remote_files,
                                       inst_code=madrigal_inst_code,
@@ -184,64 +186,6 @@ def clean(self):
 load = general.load
 
 
-def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
-               supported_tags=supported_tags, delimiter=None, file_type=None):
-    """Return a Pandas Series of every data file for this Instrument
-
-    Parameters
-    ----------
-    tag : str or NoneType
-        Denotes type of file to load.  Accepted types are <tag strings>.
-        (default=None)
-    inst_id : str or NoneType
-        Specifies the satellite ID for a constellation.  Not used.
-        (default=None)
-    data_path : str or NoneType
-        Path to data directory.  If None is specified, the value previously
-        set in Instrument.files.data_path is used.  (default=None)
-    format_str : str or NoneType
-        User specified file format.  If None is specified, the default
-        formats associated with the supplied tags are used. (default=None)
-    supported_tags : dict or NoneType
-        keys are inst_id, each containing a dict keyed by tag
-        where the values file format template strings. (default=None)
-    delimiter : str
-        Delimiter string upon which files will be split (e.g., '.')
-    file_type : str or NoneType
-        File format for Madrigal data.  Load routines currently accepts 'hdf5',
-        'simple', and 'netCDF4', but any of the Madrigal options may be used
-        here. If None, will look for all known file types. (default=None)
-
-    Returns
-    -------
-    out : pds.Series
-        A pandas Series containing the verified available files
-
-    """
-    file_types = general.file_types.keys() if file_type is None else [file_type]
-    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
-    out_series = list()
-
-    for file_type in file_types:
-        if supported_tags[inst_id][tag].find('{file_type}') > 0:
-            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-                file_type=general.file_types[file_type])
-
-        out_series.append(
-            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                              format_str=format_str, delimiter=delimiter,
-                              supported_tags=sup_tags))
-
-    if len(out_series) == 0:
-        out = pds.Series(dtype=str)
-    elif len(out_series) == 1:
-        out = out_series[0]
-    else:
-        out = pds.concat(out_series).sort_index()
-
-    return out
-
-
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None, file_type='hdf5'):
     """Downloads data from Madrigal.
@@ -266,9 +210,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     password : string
         Password for data download. (default=None)
     file_type : string
-        File format for Madrigal data.  Load routines currently only accepts
-        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
-        here. (default='hdf5')
+        File format for Madrigal data. (default='hdf5')
 
     Note
     ----
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 4f5f55e..93903bf 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -39,9 +39,7 @@
 import datetime as dt
 import functools
 import numpy as np
-import pandas as pds
 
-from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
 from pysatMadrigal.instruments.methods import general, gnss
@@ -117,77 +115,18 @@ def clean(self):
 #
 # Use the default Madrigal methods
 
-# support listing files currently available on remote server (Madrigal)
+# Support listing the local files
+list_files = functools.partial(general.list_files,
+                               supported_tags=supported_tags,
+                               two_digit_year_break=99)
+
+# Support listing files currently available on remote server (Madrigal)
 list_remote_files = functools.partial(general.list_remote_files,
                                       supported_tags=remote_tags,
                                       inst_code=madrigal_inst_code,
                                       kindats=madrigal_tag)
 
 
-def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
-               supported_tags=supported_tags, two_digit_year_break=99,
-               delimiter=None, file_type=None):
-    """Return a Pandas Series of every data file for this Instrument
-
-    Parameters
-    ----------
-    tag : str or NoneType
-        Denotes type of file to load.  Accepted types are <tag strings>.
-        (default=None)
-    inst_id : str or NoneType
-        Specifies the satellite ID for a constellation.  Not used.
-        (default=None)
-    data_path : str or NoneType
-        Path to data directory.  If None is specified, the value previously
-        set in Instrument.files.data_path is used.  (default=None)
-    format_str : str or NoneType
-        User specified file format.  If None is specified, the default
-        formats associated with the supplied tags are used. (default=None)
-    supported_tags : dict or NoneType
-        keys are inst_id, each containing a dict keyed by tag
-        where the values file format template strings. (default=None)
-    two_digit_year_break : int
-        If filenames only store two digits for the year, then
-        '1900' will be added for years >= two_digit_year_break
-        and '2000' will be added for years < two_digit_year_break.
-    delimiter : str
-        Delimiter string upon which files will be split (e.g., '.')
-    file_type : str or NoneType
-        File format for Madrigal data.  Load routines currently accepts 'hdf5',
-        'simple', and 'netCDF4', but any of the Madrigal options may be used
-        here. If None, will look for all known file types. (default=None)
-
-    Returns
-    -------
-    out : pysat.Files.from_os : pysat._files.Files
-        A class containing the verified available files
-
-    """
-    file_types = general.file_types.keys() if file_type is None else [file_type]
-    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
-    out_series = list()
-
-    for file_type in file_types:
-        if supported_tags[inst_id][tag].find('{file_type}') > 0:
-            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-                file_type=general.file_types[file_type])
-
-        out_series.append(
-            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                              format_str=format_str, delimiter=delimiter,
-                              two_digit_year_break=two_digit_year_break,
-                              supported_tags=sup_tags))
-
-    if len(out_series) == 0:
-        out = pds.Series(dtype=str)
-    elif len(out_series) == 1:
-        out = out_series[0]
-    else:
-        out = pds.concat(out_series).sort_index()
-
-    return out
-
-
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None, url='http://cedar.openmadrigal.org',
              file_type='netCDF4'):
@@ -214,9 +153,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     url : str
         URL for Madrigal site (default='http://cedar.openmadrigal.org')
     file_type : str
-        File format for Madrigal data.  Load routines currently only accepts
-        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
-        here. (default='netCDF4')
+        File format for Madrigal data. (default='netCDF4')
 
     Note
     ----
diff --git a/pysatMadrigal/instruments/jro_isr.py b/pysatMadrigal/instruments/jro_isr.py
index 9040f58..93dc70a 100644
--- a/pysatMadrigal/instruments/jro_isr.py
+++ b/pysatMadrigal/instruments/jro_isr.py
@@ -37,9 +37,7 @@
 import datetime as dt
 import functools
 import numpy as np
-import pandas as pds
 
-from pysat.instruments.methods import general as ps_gen
 from pysat import logger
 
 from pysatMadrigal.instruments.methods import general, jro
@@ -162,6 +160,10 @@ def clean(self):
 #
 # Use the default Madrigal and pysat methods
 
+# Support listing the local files
+list_files = functools.partial(general.list_files,
+                               supported_tags=supported_tags)
+
 # Set list_remote_files routine
 list_remote_files = functools.partial(general.list_remote_files,
                                       supported_tags=remote_tags,
@@ -169,64 +171,6 @@ def clean(self):
                                       kindats=madrigal_tag)
 
 
-def list_files(tag='', inst_id='', data_path=None, format_str=None,
-               supported_tags=supported_tags, delimiter=None, file_type=None):
-    """Return a Pandas Series of every data file for this Instrument
-
-    Parameters
-    ----------
-    tag : str
-        Denotes type of file to load.  Accepted types are <tag strings>.
-        (default='')
-    inst_id : str
-        Specifies the satellite ID for a constellation.  Not used.
-        (default='')
-    data_path : str or NoneType
-        Path to data directory.  If None is specified, the value previously
-        set in Instrument.files.data_path is used.  (default=None)
-    format_str : str or NoneType
-        User specified file format.  If None is specified, the default
-        formats associated with the supplied tags are used. (default=None)
-    supported_tags : dict or NoneType
-        keys are inst_id, each containing a dict keyed by tag
-        where the values file format template strings. (default=None)
-    delimiter : str
-        Delimiter string upon which files will be split (e.g., '.')
-    file_type : str
-        File format for Madrigal data.  Load routines currently only accepts
-        'hdf5' and 'netCDF4', but any of the Madrigal options may be used
-        here. (default='netCDF4')
-
-    Returns
-    -------
-    out : pysat.Files.from_os : pysat._files.Files
-        A class containing the verified available files
-
-    """
-    file_types = general.file_types.keys() if file_type is None else [file_type]
-    sup_tags = {inst_id: {tag: supported_tags[inst_id][tag]}}
-    out_series = list()
-
-    for file_type in file_types:
-        if supported_tags[inst_id][tag].find('{file_type}') > 0:
-            sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-                file_type=general.file_types[file_type])
-
-        out_series.append(
-            ps_gen.list_files(tag=tag, inst_id=inst_id, data_path=data_path,
-                              format_str=format_str, delimiter=delimiter,
-                              supported_tags=sup_tags))
-
-    if len(out_series) == 0:
-        out = pds.Series(dtype=str)
-    elif len(out_series) == 1:
-        out = out_series[0]
-    else:
-        out = pds.concat(out_series).sort_index()
-
-    return out
-
-
 def download(date_array, tag='', inst_id='', data_path=None, user=None,
              password=None, file_type='hdf5'):
     """Downloads data from Madrigal.
@@ -251,8 +195,7 @@ def download(date_array, tag='', inst_id='', data_path=None, user=None,
     password : str
         Password for data download. (default=None)
     file_type : str
-        File format for Madrigal data.  Currently only accept 'netcdf4' and
-        'hdf5'. (default='hdf5')
+        File format for Madrigal data. (default='hdf5')
 
     Notes
     -----

From 81c29f5053f36601b7cbb90e484a14c999d2d9a9 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 1 Jun 2021 12:01:17 -0400
Subject: [PATCH 214/231] BUG: fixed bad variable names

Fixed the incorrect assignment of a routine variable name that would have overwritten another variable.
---
 pysatMadrigal/instruments/methods/general.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 4c912c9..c607105 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -669,7 +669,7 @@ def list_remote_files(tag, inst_id, inst_code=None, kindats=None, user=None,
 
 def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
                supported_tags=None, file_cadence=dt.timedelta(days=1),
-               two_digit_year_break=None, delimiter=None, file_types=None):
+               two_digit_year_break=None, delimiter=None, file_type=None):
     """Return a Pandas Series of every file for chosen Instrument data.
 
     Parameters
@@ -719,10 +719,10 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
     out_series = list()
 
     # Cycle through each requested file type, loading the requested files
-    for file_type in list_file_types:
+    for ftype in list_file_types:
         if supported_tags[inst_id][tag].find('{file_type}') > 0:
             sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
-                file_type=file_types[file_type])
+                file_type=file_types[ftype])
 
         out_series.append(pysat.instruments.methods.geneneral.list_files(
             tag=tag, inst_id=inst_id, data_path=data_path,

From 2c385c103aff2ef12670bc7bdcfd3f079ff6713e Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Tue, 1 Jun 2021 12:08:08 -0400
Subject: [PATCH 215/231] BUG: fixed module name

Fixed the mis-spelling of a module name.
---
 pysatMadrigal/instruments/methods/general.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index c607105..dddefe1 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -724,7 +724,7 @@ def list_files(tag=None, inst_id=None, data_path=None, format_str=None,
             sup_tags[inst_id][tag] = supported_tags[inst_id][tag].format(
                 file_type=file_types[ftype])
 
-        out_series.append(pysat.instruments.methods.geneneral.list_files(
+        out_series.append(pysat.instruments.methods.general.list_files(
             tag=tag, inst_id=inst_id, data_path=data_path,
             format_str=format_str, supported_tags=sup_tags,
             file_cadence=file_cadence,

From abc2a1a7efd739c1a252919656f4f5449d87d061 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 08:44:41 -0400
Subject: [PATCH 216/231] DOC: updated contributing guidelines

Updated contributing guidelines to have clearer formatting, cleaner links, and not reference other pysat ecosystem packages.
---
 CONTRIBUTING.md | 68 +++++++++++++++++++++++++++++--------------------
 1 file changed, 40 insertions(+), 28 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index cf433ba..8bd7cb6 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -9,38 +9,49 @@ Short version
 -------------
 
 * Submit bug reports, feature requests, and questions at
-`GitHub <https://github.com/pysat/pysatMadrigal/issues>`_
+`GitHub Issues <https://github.com/pysat/pysatMadrigal/issues>`_
 * Make pull requests to the ``develop`` branch
 
+More about Issues
+-----------------
+
+Bug reports, questions, and feature requests should all be made as GitHub
+Issues.  Templates are provided for each type of issue, to help you include
+all the necessary information.
+
+Questions
+^^^^^^^^^
+
+Not sure how something works?  Ask away!  The more information you provide, the
+easier the question will be to answer.  You can also interact with the pysat
+developers on our `slack channel <https://pysat.slack.com>`_.  
+
 Bug reports
------------
+^^^^^^^^^^^
 
-When `reporting a bug <https://github.com/pysat/pysatMadrigal/issues>`_
-please include:
+When reporting a bug please include:
 
 * Your operating system name and version
 * Any details about your local setup that might be helpful in troubleshooting
 * Detailed steps to reproduce the bug
 
-Feature requests and feedback
------------------------------
-
-The best way to send feedback is to file an issue at
-`GitHub <https://github.com/pysat/pysatMadrigal/issues>`_.
+Feature requests
+^^^^^^^^^^^^^^^^
 
-If you are proposing a feature:
+If you are proposing a new feature or a change in something that alread exists:
 
 * Explain in detail how it would work.
 * Keep the scope as narrow as possible, to make it easier to implement.
 * Remember that this is a volunteer-driven project, and that code contributions
   are welcome :)
 
-Development
------------
+More about Development
+----------------------
 
 To set up `pysatMadrigal` for local development:
 
-1. `Fork pysatMadrigal on GitHub <https://github.com/pysat/pysatMadrigal/fork>`_.
+1. Fork pysatMadrigal on
+   `GitHub <https://github.com/pysat/pysatMadrigal/fork>`_.
 2. Clone your fork locally::
 
     git clone git@github.com:your_name_here/pysatMadrigal.git
@@ -49,36 +60,37 @@ To set up `pysatMadrigal` for local development:
 
     git checkout -b name-of-your-bugfix-or-feature
 
-   Now you can make your changes locally. Tests for new instruments are
-   performed automatically.  Tests for custom functions should be added to the
+4. Make your changes locally. Tests for new instruments are performed
+   automatically.  Tests for custom functions should be added to the
    appropriately named file in ``pysatMadrigal/tests``.  For example,
-   space weather methods should be named
-   ``pysatMadrigal/tests/test_methods_sw.py``.  If no test file exists,
-   then you should create one.  This testing uses pytest, which will run tests
-   on any python file in the test directory that starts with ``test``.  Classes
-   must begin with ``Test``, and test methods must also begin with ``test``.
-
-4. When you're done making changes, run all the checks to ensure that nothing
+   Jicamarca methods containined in ``pysatMadrigal/instruments/methods/jro.py``
+   should be named ``pysatMadrigal/tests/test_methods_jro.py``.  If no test
+   file exists, then you should create one.  This testing uses pytest, which
+   will run tests on any python file in the test directory that starts with
+   ``test``.  Test classes must begin with ``Test``, and test methods must also
+   begin with ``test``.
+
+5. When you're done making changes, run all the checks to ensure that nothing
    is broken on your local system::
 
     pytest -vs pysatMadrigal
 
-5. Update/add documentation (in ``docs``).  Even if you don't think it's
+6. Update/add documentation (in ``docs``).  Even if you don't think it's
    relevant, check to see if any existing examples have changed.
 
-6. Add your name to the .zenodo.json file as an author
+7. Add your name to the .zenodo.json file as an author
 
-7. Commit your changes and push your branch to GitHub::
+8. Commit your changes and push your branch to GitHub::
 
     git add .
     git commit -m "Brief description of your changes"
     git push origin name-of-your-bugfix-or-feature
 
-8. Submit a pull request through the GitHub website. Pull requests should be
+9. Submit a pull request through the GitHub website. Pull requests should be
    made to the ``develop`` branch.
 
 Pull Request Guidelines
------------------------
+^^^^^^^^^^^^^^^^^^^^^^^
 
 If you need some code review or feedback while you're developing the code, just
 make a pull request. Pull requests should be made to the ``develop`` branch.
@@ -97,7 +109,7 @@ For merging, you should:
        that the code passes all tests on your local system first.
 
 Project Style Guidelines
-------------------------
+^^^^^^^^^^^^^^^^^^^^^^^^
 
 In general, pysat follows PEP8 and numpydoc guidelines.  Pytest runs the unit
 and integration tests, flake8 checks for style, and sphinx-build performs

From fcb5d620c6a765e1560ef99458f40d82c5bf5912 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 08:45:16 -0400
Subject: [PATCH 217/231] DOC: updated changelog

Added target release date, updated link, and added updates to the contributing guidelines to the release update list.
---
 CHANGELOG.md | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 8739496..1e5d0df 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,8 +1,8 @@
 # Change Log
 All notable changes to this project will be documented in this file.
-This project adheres to [Semantic Versioning](http://semver.org/).
+This project adheres to [Semantic Versioning](https://semver.org/).
 
-## [0.0.4] - TBD
+## [0.0.4] - 2021-06-11
 - Made changes to structure to comply with updates in pysat 3.0.0
 - Deprecations
   - Restructed Instrument methods, moving `madrigal` to `general` and extracting
@@ -17,7 +17,7 @@ This project adheres to [Semantic Versioning](http://semver.org/).
   - Updated documentation configuration to improve maintainability
   - Updated documentation style, displaying logo on sidebar in html format
   - Changed zenodo author name format for better BibTeX compliance
-  - Updated README information
+  - Updated CONTRIBUTING and README information
 - Bug Fix
   - Updated Madrigal methods to simplify compound data types and enable
     creation of netCDF4 files using `Instrument.to_netcdf4()`

From fe223afb4bbe81a704fdf65caf0a75deb6a5c7bc Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 08:46:02 -0400
Subject: [PATCH 218/231] DOC: updated classifiers

Updated classifiers to correctly portray the development status and tested python versions.
---
 setup.cfg | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/setup.cfg b/setup.cfg
index 10682bf..1fbaebd 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -19,7 +19,7 @@ keywords =
   ISR
   Incoherent scatter radar
 classifiers =
-  Development Status :: 4 - Beta
+  Development Status :: 3 - Alpha
   Topic :: Scientific/Engineering :: Physics
   Topic :: Scientific/Engineering :: Atmospheric Science
   Intended Audience :: Science/Research
@@ -28,6 +28,7 @@ classifiers =
   Programming Language :: Python :: 3 :: Only
   Programming Language :: Python :: 3.7
   Programming Language :: Python :: 3.8
+  Programming Language :: Python :: 3.9
   Operating System :: MacOS :: MacOS X
   Operating System :: POSIX :: Linux
 license_file = LICENSE

From c800a8be979f9c2ff45d13c25b14a0a41f473e60 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 08:46:18 -0400
Subject: [PATCH 219/231] REL: upgraded version number

Upgraded the version number.
---
 pysatMadrigal/version.txt | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/version.txt b/pysatMadrigal/version.txt
index bcab45a..81340c7 100644
--- a/pysatMadrigal/version.txt
+++ b/pysatMadrigal/version.txt
@@ -1 +1 @@
-0.0.3
+0.0.4

From f13a19ce87ca2d74083ddffc5682118d560f8d72 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 09:02:48 -0400
Subject: [PATCH 220/231] DOC: updated inconsistencies in docs

Updated inconsistencies in the docstrings and full documentation.
---
 docs/installation.rst                 | 2 +-
 pysatMadrigal/instruments/dmsp_ivm.py | 2 +-
 pysatMadrigal/utils/coords.py         | 5 +----
 3 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/docs/installation.rst b/docs/installation.rst
index f06cbc4..4ecc22a 100644
--- a/docs/installation.rst
+++ b/docs/installation.rst
@@ -12,7 +12,7 @@ Prerequisites
     :alt: powered by pysat Logo, blue planet with orbiting python
 
 
-pysatSpaceWeather uses common Python modules, as well as modules developed by
+pysatMadrigal uses common Python modules, as well as modules developed by
 and for the Space Physics community.  This module officially supports
 Python 3.6+.
 
diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 9374d51..4ec88e8 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -30,7 +30,7 @@
 name
     'ivm'
 tag
-    'utd', None
+    'utd', ''
 inst_id
     ['f11', 'f12', 'f13', 'f14', 'f15', 'f16', 'f17', 'f18']
 
diff --git a/pysatMadrigal/utils/coords.py b/pysatMadrigal/utils/coords.py
index ff2a0db..d122cbe 100644
--- a/pysatMadrigal/utils/coords.py
+++ b/pysatMadrigal/utils/coords.py
@@ -1,9 +1,6 @@
 """
-pysatMadrigal.coords - coordinate transformations for radar instruments
-=========================================
+Coordinate transformation functions
 
-pysat.coords contains a number of coordinate-transformation
-functions used throughout the pysat package.
 """
 
 import numpy as np

From 8f7d0feac3a5038653db9e17f1e23b80c1ad5df4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 09:04:23 -0400
Subject: [PATCH 221/231] DOC: fixed note formatting

Fixed the formatting of `Notes/Note` in the docstrings.
---
 pysatMadrigal/utils/coords.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pysatMadrigal/utils/coords.py b/pysatMadrigal/utils/coords.py
index d122cbe..efd1d41 100644
--- a/pysatMadrigal/utils/coords.py
+++ b/pysatMadrigal/utils/coords.py
@@ -159,8 +159,8 @@ def spherical_to_cartesian(az_in, el_in, r_in, inverse=False):
     z_out : float
         cartesian z in km or distance from origin in km (inverse=False/True)
 
-    Notes
-    ------
+    Note
+    -----
     This transform is the same for local or global spherical/cartesian
     transformations.
 
@@ -221,8 +221,8 @@ def global_to_local_cartesian(x_in, y_in, z_in, lat_cent, lon_cent, rad_cent,
     z_out : float
         local or global cartesian z in km (inverse=False/True)
 
-    Notes
-    -------
+    Note
+    -----
     The global cartesian coordinate system has its origin at the center of the
     Earth, while the local system has its origin specified by the input
     latitude, longitude, and radius.  The global system has x intersecting

From 63d4bdff7f5df76d7d9e25fad68dbce4cb0571a0 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 09:06:01 -0400
Subject: [PATCH 222/231] DOC: replaced `Notes` with `Note`

Replaced remaining instance of `Notes` with `Note`.
---
 pysatMadrigal/utils/coords.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/utils/coords.py b/pysatMadrigal/utils/coords.py
index efd1d41..b2488e6 100644
--- a/pysatMadrigal/utils/coords.py
+++ b/pysatMadrigal/utils/coords.py
@@ -29,7 +29,7 @@ def geodetic_to_geocentric(lat_in, lon_in=None, inverse=False):
     rad_earth : float
         Earth radius [km] (geocentric/detic if inverse=False/True)
 
-    Notes
+    Note
     -----
     Uses WGS-84 values
 

From b3c9f6ff1797e7ba2990ec9d95163713de3eec81 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 09:13:46 -0400
Subject: [PATCH 223/231] ENH: added doc requirements

Added requirements file for docs.
---
 docs/requirements.txt | 7 +++++++
 1 file changed, 7 insertions(+)
 create mode 100644 docs/requirements.txt

diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 0000000..fc12cc5
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,7 @@
+h5py
+madrigalWeb
+m2r2
+numpydoc
+pandas
+xarray
+pysat

From 30efcf9fcb5bce821ee1bc234ba8b221ff851c90 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 12:47:16 -0400
Subject: [PATCH 224/231] DOC: fixed issues in documentation

Fixed wrong module name and other issues in the documentation.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 CONTRIBUTING.md           | 2 +-
 README.md                 | 2 +-
 docs/examples.rst         | 2 +-
 docs/examples/ex_init.rst | 4 +---
 docs/index.rst            | 2 +-
 5 files changed, 5 insertions(+), 7 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 8bd7cb6..6619f1f 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -38,7 +38,7 @@ When reporting a bug please include:
 Feature requests
 ^^^^^^^^^^^^^^^^
 
-If you are proposing a new feature or a change in something that alread exists:
+If you are proposing a new feature or a change in something that already exists:
 
 * Explain in detail how it would work.
 * Keep the scope as narrow as possible, to make it easier to implement.
diff --git a/README.md b/README.md
index 0dd924a..8f244e6 100644
--- a/README.md
+++ b/README.md
@@ -16,7 +16,7 @@ pysat ([pysat documentation](http://pysat.readthedocs.io/en/latest/)).
 
 # Installation
 
-The following instructions provide a guide for installing pysatSpaceWeather and
+The following instructions provide a guide for installing pysatMadrigal and
 give some examples on how to use the routines.
 
 ## Prerequisites
diff --git a/docs/examples.rst b/docs/examples.rst
index 6144edc..a6e1174 100644
--- a/docs/examples.rst
+++ b/docs/examples.rst
@@ -1,7 +1,7 @@
 Examples
 ========
 
-Here are some examples that demonstrate how to use various pysatSpaceWeather
+Here are some examples that demonstrate how to use various pysatMadrigal
 tools
 
 .. toctree::
diff --git a/docs/examples/ex_init.rst b/docs/examples/ex_init.rst
index 163d386..e97d283 100644
--- a/docs/examples/ex_init.rst
+++ b/docs/examples/ex_init.rst
@@ -25,8 +25,7 @@ Satellite Program (DMSP) Ion Velocity Meter (IVM) data is used as an example.
 
 The output includes a day of data with UTDallas quality flags from the F15
 spacecraft (as implied by the `tag` and `inst_id`), for the specified date.
-At the time of publication this produces the output shown below (the index
-header has been added here for clarity).
+At the time of publication this produces the output shown below.
 
 ::
 
@@ -70,4 +69,3 @@ header has been added here for clarity).
    Metadata for 0 ND variables
 
 
-
diff --git a/docs/index.rst b/docs/index.rst
index 50ae324..4787575 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -1,4 +1,4 @@
-.. pysatSpaceWeather documentation main file.  Remember that it should at least
+.. pysatMadrigal documentation main file.  Remember that it should at least
    contain the root `toctree` directive.
 
 Welcome to the pysatMadrigal documentation

From 2af9f77b15dcb3d0be3663478b39b3339f330ae4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 12:50:05 -0400
Subject: [PATCH 225/231] DOC: updated block comments

Updated the style of the block comments.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/templates/madrigal_pandas.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pysatMadrigal/instruments/templates/madrigal_pandas.py b/pysatMadrigal/instruments/templates/madrigal_pandas.py
index 6881da5..a24e0a8 100644
--- a/pysatMadrigal/instruments/templates/madrigal_pandas.py
+++ b/pysatMadrigal/instruments/templates/madrigal_pandas.py
@@ -35,16 +35,16 @@
 --------
 ::
 
-    # for isolated use of a madrigal data set
+    # For isolated use of a madrigal data set
     import pysat
-    # download DMSP data from Madrigal
+    # Download DMSP data from Madrigal
     dmsp = pysat.Instrument('madrigal', 'pandas', inst_code=8100,
                             kindat='10241')
     dmsp.download(dt.datetime(2017, 12, 30), dt.datetime(2017, 12, 31),
                   user='Firstname+Lastname', password='email@address.com')
     dmsp.load(2017, 363)
 
-    # for users that plan on using multiple Madrigal datasets
+    # For users that plan on using multiple Madrigal datasets
     # using this general interface then an additional parameter
     # should be supplied upon instrument instantiation (file_format)
 
@@ -65,7 +65,7 @@
     # python standards for string templates/Formatters
     # https://docs.python.org/2/library/string.html
 
-    # the complete instantiation for this instrument is
+    # The complete instantiation for this instrument is
     file_fmt = 'dms_ut_{year:4d}{month:02d}{day:02d}_11.002.hdf5'
     dmsp = pysat.Instrument('madrigal', 'pandas', inst_code=8100,
                             kindat='10241', file_format=file_fmt)

From 88994ba07c567c92fa5734f4e3021de3a6135b66 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Wed, 2 Jun 2021 12:58:12 -0400
Subject: [PATCH 226/231] DOC: Fixed inline/block comment format

Fixed the formatting for inline and block comments.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 pysatMadrigal/instruments/dmsp_ivm.py        |  2 +-
 pysatMadrigal/instruments/gnss_tec.py        |  2 +-
 pysatMadrigal/instruments/methods/general.py | 14 +++++++-------
 3 files changed, 9 insertions(+), 9 deletions(-)

diff --git a/pysatMadrigal/instruments/dmsp_ivm.py b/pysatMadrigal/instruments/dmsp_ivm.py
index 4ec88e8..5f24ac4 100644
--- a/pysatMadrigal/instruments/dmsp_ivm.py
+++ b/pysatMadrigal/instruments/dmsp_ivm.py
@@ -161,7 +161,7 @@ def clean(self):
             logger.warning('this level 1 data has no quality flags')
         idx = slice(0, self.index.shape[0])
 
-    # downselect data based upon cleaning conditions above
+    # Downselect data based upon cleaning conditions above
     self.data = self[idx]
 
     return
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 93903bf..9a7592d 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -63,7 +63,7 @@
 remote_tags = {ss: {kk: supported_tags[ss][kk].format(file_type='hdf5')
                     for kk in inst_ids[ss]} for ss in inst_ids.keys()}
 
-# madrigal tags
+# Madrigal tags
 madrigal_inst_code = 8000
 madrigal_tag = {'': {'vtec': '3500'}}  # , 'los': '3505'}}
 
diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 6dc0aec..0dde39d 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -487,21 +487,21 @@ def get_remote_filenames(inst_code=None, kindat=None, user=None,
                 date_array))
         start = date_array.min()
         stop = date_array.max()
-    # if start and stop are identical, increment
+    # If start and stop are identical, increment
     if start == stop:
         stop += dt.timedelta(days=1)
-    # open connection to Madrigal
+    # Open connection to Madrigal
     if web_data is None:
         web_data = madrigalWeb.MadrigalData(url)
 
-    # get list of experiments for instrument from in desired range
+    # Get list of experiments for instrument from in desired range
     exp_list = web_data.getExperiments(inst_code, start.year, start.month,
                                        start.day, start.hour, start.minute,
                                        start.second, stop.year, stop.month,
                                        stop.day, stop.hour, stop.minute,
                                        stop.second)
 
-    # iterate over experiments to grab files for each one
+    # Iterate over experiments to grab files for each one
     files = list()
     logger.info("Found {:d} Madrigal experiments".format(len(exp_list)))
     for exp in exp_list:
@@ -780,13 +780,13 @@ def filter_data_single_date(inst):
 
     """
 
-    # only do this if loading by date!
+    # Only do this if loading by date!
     if inst._load_by_date and inst.pad is None:
-        # identify times for the loaded date
+        # Identify times for the loaded date
         idx, = np.where((inst.index >= inst.date)
                         & (inst.index < (inst.date + pds.DateOffset(days=1))))
 
-        # downselect from all data
+        # Downselect from all data
         inst.data = inst[idx]
 
     return

From 05b5061d70a94dabbec272940a658d04b2bd58fb Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Wed, 2 Jun 2021 15:46:53 -0400
Subject: [PATCH 227/231] BUG: added sort to load

Added `sort=True` to the general load command.
---
 pysatMadrigal/instruments/methods/general.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 0dde39d..6a8fed5 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -313,9 +313,9 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
                     data = xr.combine_by_coords([data, xr.merge(fdata)])
             else:
                 if data is None:
-                    data = pds.concat(fdata)
+                    data = pds.concat(fdata, sort=True)
                 else:
-                    ldata = pds.concat(fdata).to_xarray()
+                    ldata = pds.concat(fdata, sort=True).to_xarray()
                     ldata = ldata.rename({'index': 'time'})
                     data = xr.combine_by_coords([data, ldata])
 

From 9e35e6ab7c490a5efca628fe5ae38877f78709f7 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Thu, 3 Jun 2021 13:19:04 -0400
Subject: [PATCH 228/231] DOC: updated comments

Updated various docs and comments as suggested in the code review.

Co-authored-by: Jeff Klenzing <jklenzing@gmail.com>
---
 CODE_OF_CONDUCT.md                        | 6 +++---
 CONTRIBUTING.md                           | 3 ++-
 pysatMadrigal/instruments/gnss_tec.py     | 2 +-
 pysatMadrigal/instruments/methods/gnss.py | 2 +-
 4 files changed, 7 insertions(+), 6 deletions(-)

diff --git a/CODE_OF_CONDUCT.md b/CODE_OF_CONDUCT.md
index db1f7f9..483ea9a 100644
--- a/CODE_OF_CONDUCT.md
+++ b/CODE_OF_CONDUCT.md
@@ -69,7 +69,7 @@ members of the project's leadership.
 ## Attribution
 
 This Code of Conduct is adapted from the [Contributor Covenant][homepage],
-version 1.4, available at [http://contributor-covenant.org/version/1/4][version]
+version 1.4, available at [https://contributor-covenant.org/version/1/4][version]
 
-[homepage]: http://contributor-covenant.org
-[version]: http://contributor-covenant.org/version/1/4/
+[homepage]: https://contributor-covenant.org
+[version]: https://contributor-covenant.org/version/1/4/
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 6619f1f..4af42dd 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -138,5 +138,6 @@ These include:
 * Provide testing class methods with informative failure statements and
   descriptive, one-line docstrings
 * Block and inline comments should use proper English grammar and punctuation
-  with the exception of single sentences in a block, which may then ommit the
+  with the exception of single sentences in a block, which may then omit the
   final period
+* When casting is necessary, use `np.int64` and `np.float64` to ensure operating system agnosticism
diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 9a7592d..204e52e 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -65,7 +65,7 @@
 
 # Madrigal tags
 madrigal_inst_code = 8000
-madrigal_tag = {'': {'vtec': '3500'}}  # , 'los': '3505'}}
+madrigal_tag = {'': {'vtec': '3500'}}  # , 'los': '3505'}} <- Issue #12
 
 # ----------------------------------------------------------------------------
 # Instrument test attributes
diff --git a/pysatMadrigal/instruments/methods/gnss.py b/pysatMadrigal/instruments/methods/gnss.py
index 1e95f38..584ba89 100644
--- a/pysatMadrigal/instruments/methods/gnss.py
+++ b/pysatMadrigal/instruments/methods/gnss.py
@@ -45,7 +45,7 @@ def acknowledgements(name):
                             "Niveau des Eaux Littorales Ricerche Sismogiche, ",
                             "Système d’Observation du  (SONEL), RENAG : ",
                             "REseau NAtional GPS permanent, and GeoNet—the ",
-                            "official source of geological hazard information",
+                            "official source of geological hazard information ",
                             "for New Zealand."])}
 
     return ackn[name]

From a78622e70a1bc470b0e0a936a332c527965e34b4 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Thu, 3 Jun 2021 13:22:29 -0400
Subject: [PATCH 229/231] BUG: fixed loading sort

Fixed the loading sort call, and a potential line length issue.

Co-authored-by: Russell Stoneback <rstoneba@utdallas.edu>
---
 CONTRIBUTING.md                              | 3 ++-
 pysatMadrigal/instruments/methods/general.py | 5 +++--
 2 files changed, 5 insertions(+), 3 deletions(-)

diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
index 4af42dd..a81865e 100644
--- a/CONTRIBUTING.md
+++ b/CONTRIBUTING.md
@@ -140,4 +140,5 @@ These include:
 * Block and inline comments should use proper English grammar and punctuation
   with the exception of single sentences in a block, which may then omit the
   final period
-* When casting is necessary, use `np.int64` and `np.float64` to ensure operating system agnosticism
+* When casting is necessary, use `np.int64` and `np.float64` to ensure operating 
+   system agnosticism
diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 6a8fed5..276fab2 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -313,9 +313,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
                     data = xr.combine_by_coords([data, xr.merge(fdata)])
             else:
                 if data is None:
-                    data = pds.concat(fdata, sort=True)
+                    data = pds.concat(fdata)
+                    data = data.sort_index()
                 else:
-                    ldata = pds.concat(fdata, sort=True).to_xarray()
+                    ldata = pds.concat(fdata).sort_index().to_xarray()
                     ldata = ldata.rename({'index': 'time'})
                     data = xr.combine_by_coords([data, ldata])
 

From a85a1eef1e2e6129aa41028eeeb5c344179ac371 Mon Sep 17 00:00:00 2001
From: Angeline Burrell <angeline.burrell@nrl.navy.mil>
Date: Fri, 4 Jun 2021 14:11:31 -0400
Subject: [PATCH 230/231] BUG: mixed label length

The length of the `labels` could change from netCDF4 and other file types.  Fixed by reserving the labels list for non-netCDF4 file types and just checking to see whether the metadata is defined or not before updating it.
---
 pysatMadrigal/instruments/methods/general.py | 45 +++++++++++---------
 1 file changed, 26 insertions(+), 19 deletions(-)

diff --git a/pysatMadrigal/instruments/methods/general.py b/pysatMadrigal/instruments/methods/general.py
index 276fab2..1fd081e 100644
--- a/pysatMadrigal/instruments/methods/general.py
+++ b/pysatMadrigal/instruments/methods/general.py
@@ -104,18 +104,16 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
     if len(load_file_types["netCDF4"]) > 0:
         # Currently not saving file header data, as all metadata is at
         # the data variable level
-        if len(labels) == 0:
-            for item in file_data.data_vars.keys():
-                name_string = item
-                unit_string = file_data[item].attrs['units']
-                desc_string = file_data[item].attrs['description']
-                labels.append(name_string)
-                meta[name_string.lower()] = {meta.labels.name: name_string,
-                                             meta.labels.units: unit_string,
-                                             meta.labels.desc: desc_string}
-
-                # Remove any metadata from xarray
-                file_data[item].attrs = {}
+        for item in file_data.data_vars.keys():
+            name_string = item
+            unit_string = file_data[item].attrs['units']
+            desc_string = file_data[item].attrs['description']
+            meta[name_string.lower()] = {meta.labels.name: name_string,
+                                         meta.labels.units: unit_string,
+                                         meta.labels.desc: desc_string}
+
+            # Remove any metadata from xarray
+            file_data[item].attrs = {}
 
         # Reset UNIX timestamp as datetime and set it as an index
         file_data = file_data.rename({'timestamps': 'time'})
@@ -147,7 +145,10 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
                 if len(labels) == 0:
                     for item in header:
                         labels.append(item)
-                        meta[item.lower()] = {meta.labels.name: item}
+
+                        # Only update metadata if necessary
+                        if item.lower() not in meta:
+                            meta[item.lower()] = {meta.labels.name: item}
 
                 # Construct a dict of the output
                 file_dict = {item.lower(): list() for item in header}
@@ -170,10 +171,13 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
                         unit_string = item[3].decode('UTF-8')
                         desc_string = item[1].decode('UTF-8')
                         labels.append(name_string)
-                        meta[name_string.lower()] = {
-                            meta.labels.name: name_string,
-                            meta.labels.units: unit_string,
-                            meta.labels.desc: desc_string}
+
+                        # Only update metadata if necessary
+                        if name_string.lower() not in meta:
+                            meta[name_string.lower()] = {
+                                meta.labels.name: name_string,
+                                meta.labels.units: unit_string,
+                                meta.labels.desc: desc_string}
 
                 # Add additional metadata notes. Custom attributes attached to
                 # meta are attached to corresponding Instrument object when
@@ -318,11 +322,14 @@ def load(fnames, tag=None, inst_id=None, xarray_coords=None):
                 else:
                     ldata = pds.concat(fdata).sort_index().to_xarray()
                     ldata = ldata.rename({'index': 'time'})
-                    data = xr.combine_by_coords([data, ldata])
+                    data = xr.combine_by_coords([data, ldata]).to_pandas()
 
     # Ensure that data is at least an empty Dataset
     if data is None:
-        data = xr.Dataset()
+        if len(xarray_coords) > 0:
+            data = xr.Dataset()
+        else:
+            data = pds.DataFrame(dtype=np.float64)
 
     return data, meta
 

From 78bfcdf2bf5dd9cc379062a2b2fa3e008e70356c Mon Sep 17 00:00:00 2001
From: Angeline Burrell <aburrell@users.noreply.github.com>
Date: Tue, 8 Jun 2021 07:32:10 -0400
Subject: [PATCH 231/231] BUG: fixed import statement

Fixed import for datetime to use correct nickname.

Co-authored-by: Jeff Klenzing <jklenzing@gmail.com>
---
 pysatMadrigal/instruments/gnss_tec.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pysatMadrigal/instruments/gnss_tec.py b/pysatMadrigal/instruments/gnss_tec.py
index 204e52e..f1a8d9a 100644
--- a/pysatMadrigal/instruments/gnss_tec.py
+++ b/pysatMadrigal/instruments/gnss_tec.py
@@ -20,7 +20,7 @@
 --------
 ::
 
-    import datetime
+    import datetime as dt
     import pysat
     import pysatMadrigal as pymad