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__init__.py
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__init__.py
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# -*- coding: utf-8 -*-
"""
obspy.clients.fdsn - FDSN web service client for ObsPy
======================================================
The obspy.clients.fdsn package contains a client to access web servers that
implement the `FDSN web service definitions`_.
:copyright:
The ObsPy Development Team (devs@obspy.org)
:license:
GNU Lesser General Public License, Version 3
(https://www.gnu.org/copyleft/lesser.html)
.. contents:: Contents
:local:
:depth: 2
Basic FDSN Client Usage
-----------------------
The first step is always to initialize a client object.
>>> from obspy.clients.fdsn import Client
>>> client = Client("IRIS")
A client object can be initialized either with the base URL of any FDSN web
service or with a shortcut name which will be mapped to a FDSN URL. All the
example make use of the FDSN web service at IRIS. For a list of other
available web service providers, see the
:meth:`~obspy.clients.fdsn.client.Client.__init__()` method. The currently
available providers are:
>>> from obspy.clients.fdsn.header import URL_MAPPINGS
>>> for key in sorted(URL_MAPPINGS.keys()):
... print("{0:<7} {1}".format(key, URL_MAPPINGS[key]))
BGR http://eida.bgr.de
EMSC http://www.seismicportal.eu
ETH http://eida.ethz.ch
GEONET http://service.geonet.org.nz
GFZ http://geofon.gfz-potsdam.de
ICGC http://ws.icgc.cat
INGV http://webservices.ingv.it
IPGP http://ws.ipgp.fr
IRIS http://service.iris.edu
ISC http://isc-mirror.iris.washington.edu
KNMI http://rdsa.knmi.nl
KOERI http://eida.koeri.boun.edu.tr
LMU http://erde.geophysik.uni-muenchen.de
NCEDC http://service.ncedc.org
NIEP http://eida-sc3.infp.ro
NOA http://eida.gein.noa.gr
ODC http://www.orfeus-eu.org
ORFEUS http://www.orfeus-eu.org
RESIF http://ws.resif.fr
RASPISHAKE http://fdsnws.raspberryshakedata.com
SCEDC http://service.scedc.caltech.edu
TEXNET http://rtserve.beg.utexas.edu
USGS http://earthquake.usgs.gov
USP http://sismo.iag.usp.br
(1) :meth:`~obspy.clients.fdsn.client.Client.get_waveforms()`: The following
example illustrates how to request and plot 60 minutes of the ``"LHZ"``
channel of station Albuquerque, New Mexico (``"ANMO"``) of the Global
Seismograph Network (``"IU"``) for an seismic event around 2010-02-27 06:45
(UTC). Results are returned as a :class:`~obspy.core.stream.Stream` object.
See the :meth:`~obspy.clients.fdsn.client.Client.get_waveforms_bulk()`
method for information on how to send multiple requests simultaneously to
avoid unnecessary network overhead.
>>> from obspy import UTCDateTime
>>> t = UTCDateTime("2010-02-27T06:45:00.000")
>>> st = client.get_waveforms("IU", "ANMO", "00", "LHZ", t, t + 60 * 60)
>>> st.plot() # doctest: +SKIP
.. plot::
from obspy import UTCDateTime
from obspy.clients.fdsn import Client
client = Client()
t = UTCDateTime("2010-02-27T06:45:00.000")
st = client.get_waveforms("IU", "ANMO", "00", "LHZ", t, t + 60 * 60)
st.plot()
(2) :meth:`~obspy.clients.fdsn.client.Client.get_events()`: Retrieves event
data from the server. Results are returned as a
:class:`~obspy.core.event.Catalog` object.
>>> starttime = UTCDateTime("2002-01-01")
>>> endtime = UTCDateTime("2002-01-02")
>>> cat = client.get_events(starttime=starttime, endtime=endtime,
... minmagnitude=6, catalog="ISC")
>>> print(cat) # doctest: +NORMALIZE_WHITESPACE
2 Event(s) in Catalog:
2002-01-01T11:29:22.720000Z | +6.282, +125.749 | 6.3 MW
2002-01-01T07:28:57.480000Z | +36.991, +72.336 | 6.3 Mb
>>> cat.plot() # doctest: +SKIP
.. plot::
from obspy import UTCDateTime
from obspy.clients.fdsn import Client
client = Client()
starttime = UTCDateTime("2002-01-01")
endtime = UTCDateTime("2002-01-02")
cat = client.get_events(starttime=starttime, endtime=endtime,
minmagnitude=6, catalog="ISC")
cat.plot()
(3) :meth:`~obspy.clients.fdsn.client.Client.get_stations()`: Retrieves station
data from the server. Results are returned as an
:class:`~obspy.core.inventory.inventory.Inventory` object.
>>> inventory = client.get_stations(network="IU", station="A*",
... starttime=starttime,
... endtime=endtime)
>>> print(inventory) # doctest: +ELLIPSIS +NORMALIZE_WHITESPACE
Inventory created at ...
Created by: IRIS WEB SERVICE: fdsnws-station | version: ...
...
Sending institution: IRIS-DMC (IRIS-DMC)
Contains:
Networks (1):
IU
Stations (3):
IU.ADK (Adak, Aleutian Islands, Alaska)
IU.AFI (Afiamalu, Samoa)
IU.ANMO (Albuquerque, New Mexico, USA)
Channels (0):
>>> inventory.plot() # doctest: +SKIP
.. plot::
from obspy import UTCDateTime
from obspy.clients.fdsn import Client
client = Client()
starttime = UTCDateTime("2002-01-01")
endtime = UTCDateTime("2002-01-02")
inventory = client.get_stations(network="IU", station="A*",
starttime=starttime,
endtime=endtime)
inventory.plot()
Basic Routing Clients Usage
---------------------------
Routers are web services that can be queried for which data centers offer
certain pieces of data. That information can then be used to get the actual
data from various data center across the globe. All current routing services
only support the ``dataselect`` and the ``station`` FDSNWS services.
ObsPy has support for two routing services:
(i) The `IRIS Federator <https://service.iris.edu/irisws/fedcatalog/1/>`_.
(ii) The `EIDAWS Routing Service
<http://www.orfeus-eu.org/data/eida/webservices/routing/>`_.
To use them, call the
:func:`~obspy.clients.fdsn.routing.routing_client.RoutingClient` function:
>>> from obspy.clients.fdsn import RoutingClient
Get an instance of a routing client using the IRIS Federator:
>>> client = RoutingClient("iris-federator")
>>> print(type(client)) # doctest: +ELLIPSIS
<class '...fdsn.routing.federator_routing_client.FederatorRoutingClient'>
Or get an instance of a routing client using the EIDAWS routing web service:
>>> client = RoutingClient("eida-routing")
>>> print(type(client)) # doctest: +ELLIPSIS
<class '...fdsn.routing.eidaws_routing_client.EIDAWSRoutingClient'>
They can be used like the normal FDSNWS clients, meaning the
``get_(waveforms|stations)(_bulk)()`` functions should work as expected.
To be able to do geographic waveform queries with the EIDA service,
ObsPy will internally perform a station query before downloading the
waveforms. This results in a similar usage between the EIDA and IRIS routing
services from a user's perspective.
The following snippet will call the IRIS federator to figure out who has
waveform data for that particular query and subsequently call the individual
data centers to actually get the data. This happens fully automatically -
please note that the clients also supports non-standard waveform
query parameters like geographical constraints.
>>> from obspy import UTCDateTime
>>> client = RoutingClient("iris-federator")
>>> st = client.get_waveforms(
... channel="LHZ", starttime=UTCDateTime(2017, 1, 1),
... endtime=UTCDateTime(2017, 1, 1, 0, 5), latitude=10,
... longitude=10, maxradius=25) # doctest: +SKIP
>>> print(st) # doctest: +SKIP
2 Trace(s) in Stream:
II.MBAR.00.LHZ | 2017-01-01T00:00:00Z - ... | 1.0 Hz, 300 samples
II.MBAR.10.LHZ | 2017-01-01T00:00:00Z - ... | 1.0 Hz, 300 samples
The same works for stations:
>>> client = RoutingClient("iris-federator")
>>> inv = client.get_stations(
... channel="LHZ", starttime=UTCDateTime(2017, 1, 1),
... endtime=UTCDateTime(2017, 1, 1, 0, 5), latitude=10,
... level="channel", longitude=10, maxradius=25) # doctest: +SKIP
>>> print(inv) # doctest: +SKIP
Inventory created at 2017-10-09T14:26:28.466161Z
Created by: ObsPy 1.0.3.post0+1706.gef068de324.dirty
https://www.obspy.org
Sending institution: IRIS-DMC,ObsPy ..., SeisComP3 (GFZ,IPGP, IRIS-DMC)
Contains:
Networks (6):
AF, G, II, IU, TT, YY
Stations (10):
AF.EKNA (Ekona, Cameroon)
AF.KIG (Kigali, Rwanda)
G.TAM (Tamanrasset, Algeria)
II.MBAR (Mbarara, Uganda)
IU.KOWA (Kowa, Mali)
TT.TATN (Station Tataouine, Tunisia)
YY.GIDA (Health Center, Gidami, Ethiopia)
YY.GUBA (Police Station, Guba, Ethiopia)
YY.MEND (High School, Mendi, Ethiopia)
YY.SHER (Police Station, Sherkole, Ethiopia)
Channels (11):
AF.EKNA..LHZ, AF.KIG..LHZ, G.TAM.00.LHZ, II.MBAR.00.LHZ,
II.MBAR.10.LHZ, IU.KOWA.00.LHZ, TT.TATN.00.LHZ, YY.GIDA..LHZ,
YY.GUBA..LHZ, YY.MEND..LHZ, YY.SHER..LHZ
Please see the documentation for each method for further information and
examples.
.. _FDSN web service definitions: https://www.fdsn.org/webservices/
"""
from __future__ import (absolute_import, division, print_function,
unicode_literals)
from future.builtins import * # NOQA
from future.utils import PY2, native_str
from .client import Client # NOQA
from .routing.routing_client import RoutingClient # NOQA
from .header import URL_MAPPINGS # NOQA
# insert supported URL mapping list dynamically in docstring
# we need an if clause because add_doctests() executes the file once again
if r"%s" in Client.__init__.__doc__:
if PY2:
Client.__init__.__func__.__doc__ = \
Client.__init__.__doc__ % \
str(sorted(URL_MAPPINGS.keys())).strip("[]")
else:
Client.__init__.__doc__ = \
Client.__init__.__doc__ % \
str(sorted(URL_MAPPINGS.keys())).strip("[]")
__all__ = [native_str(x) for x in ("Client", "RoutingClient")]
if __name__ == '__main__':
import doctest
doctest.testmod(exclude_empty=True)