CKAN.ipynb

{
 "metadata": {
  "name": "CKAN"
 },
 "nbformat": 3,
 "nbformat_minor": 0,
 "worksheets": [
  {
   "cells": [
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import requests\n",
      "import json\n",
      "import re"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 18
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "r = requests.get(\"http://catalog.data.gov/api/3/search/dataset?q=%22sea_water_temperature%22\").json()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 19
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 20
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "f.keys()"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 21,
       "text": [
        "[u'count', u'results']"
       ]
      }
     ],
     "prompt_number": 21
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "print f['count']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "52\n"
       ]
      }
     ],
     "prompt_number": 22
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "f['results'][0:5]"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 23,
       "text": [
        "[u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p2faf2',\n",
        " u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p43e69',\n",
        " u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p44495',\n",
        " u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p5d444',\n",
        " u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p652ed']"
       ]
      }
     ],
     "prompt_number": 23
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# now try same query with POST"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 24
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "import ckanclient\n",
      "from pprint import pprint"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 25
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "q = 'tags:sea_water_temperature'\n",
      "ckan = ckanclient.CkanClient('http://catalog.data.gov/api/3')\n",
      "d = ckan.action('package_search', q=q, rows=10)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [],
     "prompt_number": 26
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "d['count']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 27,
       "text": [
        "51"
       ]
      }
     ],
     "prompt_number": 27
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "pprint(d)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "output_type": "stream",
       "stream": "stdout",
       "text": [
        "{u'count': 51,\n",
        " u'facets': {},\n",
        " u'results': [{u'author': None,\n",
        "               u'author_email': None,\n",
        "               u'extras': [{u'key': u'bbox-east-long',\n",
        "                            u'value': u'-94.867'},\n",
        "                           {u'key': u'resource-type', u'value': u'dataset'},\n",
        "                           {u'key': u'bbox-north-lat', u'value': u'8.085'},\n",
        "                           {u'key': u'coupled-resource', u'value': u'[]'},\n",
        "                           {u'key': u'graphic-preview-type',\n",
        "                            u'value': u'JPEG'},\n",
        "                           {u'key': u'guid', u'value': u''},\n",
        "                           {u'key': u'graphic-preview-file',\n",
        "                            u'value': u'http://data.nodc.noaa.gov/nodc/archive/metadata/approved/graphics/0092284.jpg'},\n",
        "                           {u'key': u'bbox-south-lat', u'value': u'-8'},\n",
        "                           {u'key': u'spatial-reference-system',\n",
        "                            u'value': u''},\n",
        "                           {u'key': u'spatial_harvester', u'value': True},\n",
        "                           {u'key': u'spatial',\n",
        "                            u'value': u'{\"type\": \"Polygon\", \"coordinates\": [[[165.0, -8.0], [-94.867, -8.0], [-94.867, 8.085], [165.0, 8.085], [165.0, -8.0]]]}'},\n",
        "                           {u'key': u'access_constraints',\n",
        "                            u'value': u'[\"Use Constraints: NOAA and NODC would appreciate recognition as the resource from which these data were obtained in any publications and/or other representations of these data.\", \"Access Constraints: none\"]'},\n",
        "                           {u'key': u'temporal-extent-begin',\n",
        "                            u'value': u'2011-08-11'},\n",
        "                           {u'key': u'contact-email',\n",
        "                            u'value': u'Unavailable'},\n",
        "                           {u'key': u'bbox-west-long', u'value': u'165'},\n",
        "                           {u'key': u'metadata-date',\n",
        "                            u'value': u'2013-05-01'},\n",
        "                           {u'key': u'dataset-reference-date',\n",
        "                            u'value': u'[{\"type\": \"publication\", \"value\": \"2012-06-29\"}]'},\n",
        "                           {u'key': u'graphic-preview-description',\n",
        "                            u'value': u'browse graphic for data view'},\n",
        "                           {u'key': u'frequency-of-update',\n",
        "                            u'value': u'asNeeded'},\n",
        "                           {u'key': u'licence',\n",
        "                            u'value': u'[\"NOAA and NODC make no warranty, expressed or implied, regarding these data, nor does the fact of distribution constitute such a warranty. NOAA and NODC cannot assume liability for any damages caused by any errors or omissions in the data.\"]'},\n",
        "                           {u'key': u'metadata_type',\n",
        "                            u'value': u'geospatial'},\n",
        "                           {u'key': u'responsible-party',\n",
        "                            u'value': u'[{\"name\": \"US DOC; NOAA; NWS; National Data Buoy Center\", \"roles\": [\"pointOfContact\"]}]'},\n",
        "                           {u'key': u'temporal-extent-end',\n",
        "                            u'value': u'2011-12-01'},\n",
        "                           {u'key': u'spatial-data-service-type',\n",
        "                            u'value': u''},\n",
        "                           {u'key': u'metadata-language', u'value': u''},\n",
        "                           {u'id': u'178f6c20-da05-4f3e-8829-39d0e909be47',\n",
        "                            u'key': u'tags',\n",
        "                            u'package_id': u'd9bf7888-3ce9-4d3a-a5bd-7fb83631189b',\n",
        "                            u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                            u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'AIR TEMPERATURE, BAROMETRIC PRESSURE, CONDUCTIVITY, CURRENT SPEED - EAST/WEST COMPONENT (U), CURRENT SPEED - NORTH/SOUTH COMPONENT (V), CURRENT SPEED - UP/DOWN COMPONENT (W), DEPTH - OBSERVATION, INCOMING SOLAR RADIATION, RELATIVE HUMIDITY, SALINITY, TEMPERATURE, WIND DIRECTION, WIND SPEED, HYDROSTATIC PRESSURE, PRECIPITATION RATE, ADCP, meteorological sensors, CTD - moored CTD, pyranometer, meteorological, physical, 317F - FIXED PLATFORM, Tropical Atmosphere Ocean, US DOC; NOAA; NWS; National Data Buoy Center (NDBC), air_pressure_at_sea_level, air_temperature, depth, eastward_sea_water_velocity, latitude, longitude, northward_sea_water_velocity, rainfall_rate, relative_humidity, sea_water_electrical_conductivity, sea_water_pressure, sea_water_salinity, sea_water_temperature, surface_downwelling_longwave_flux_in_air, surface_downwelling_shortwave_flux_in_air, time, upward_sea_water_velocity, wind_speed, wind_to_direction, ARGOS Transmitter, Dopper Current Meter [SonTek/Argonaut-MD], Humidity-temperature Capacitance [Rotronics/MP100], Humidity-temperature Pt100 RTD [Rotronics/MP100], Longwave Pyrgeometer [Eppley Laboratory/PIR], Pressure Transducer [Paine 211-30-660-01], Pressure Transducer [Paroscientific/MET1-2], Rainfall Capacitance [R. M. Young/50203], Shortwave Pyranometer [Eppley Laboratory/PSP], Thermistor Conductivity Cell [Seabird/SBE 37], Thermistor [Seabird/SBE 37/39IM], Wind Propeller [R.M. Young/05103], Wind Vane [R.M. Young/05103], T0N110W, T0N125W, T0N140W, T0N155W, T0N165E, T0N170W, T0N180W, T0N95W, T2N110W, T2N125W, T2N140W, T2N155W, T2N165E, T2N180W, T2N95W, T2S110W, T2S125W, T2S140W, T2S155W, T2S165E, T2S180W, T5N110W, T5N125W, T5N155W, T5N165E, T5N170W, T5N180W, T5N95W, T5S110W, T5S155W, T5S165E, T5S170W, T5S180W, T5S95W, T8N110W, T8N125W, T8N155W, T8N165E, T8N170W, T8N180W, T8N95W, T8S110W, T8S125W, T8S165E, T8S170W, T8S180W, T8S95W, 92284, 0092284, North Pacific Ocean, South Pacific Ocean'},\n",
        "                           {u'key': u'harvest_object_id',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'9daa0080-6a3f-424d-bac6-e4e8324d3559'},\n",
        "                           {u'key': u'harvest_source_id',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'3b8f72d0-a60f-4a40-be26-4b48f92ad34b'},\n",
        "                           {u'key': u'harvest_source_title',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'NODC'}],\n",
        "               u'groups': [],\n",
        "               u'id': u'd9bf7888-3ce9-4d3a-a5bd-7fb83631189b',\n",
        "               u'isopen': False,\n",
        "               u'license_id': None,\n",
        "               u'license_title': None,\n",
        "               u'maintainer': None,\n",
        "               u'maintainer_email': None,\n",
        "               u'metadata_created': u'2013-05-19T23:46:35.466685',\n",
        "               u'metadata_modified': u'2013-05-19T23:46:35.466685',\n",
        "               u'name': u'physical-and-meteorological-data-from-the-tropical-atmosphere-ocean-tao-array-in-the-tropical-p020c9',\n",
        "               u'notes': u'The Tropical Atmosphere Ocean (TAO) Array of 55 moored buoys spans the tropical Pacific from longitudes 165?E to 95?W between latitudes of approximately 8?S and 9?N. Moorings within the array measure surface meteorological and upper-ocean parameters and transmit most data in real time to shore via Service Argos. The array was part of the in-situ measurement portion of the Tropical Ocean-Global Atmosphere (TOGA) Program, a 10-year (1985 - 1994) study of climate variability on seasonal to interannual time scales, the most pronounced mode of which is the El Ni?o/Southern Oscillation (ENSO) phenomenon (McPhaden, 1993).',\n",
        "               u'num_resources': 7,\n",
        "               u'num_tags': 0,\n",
        "               u'organization': {u'approval_status': u'approved',\n",
        "                                 u'created': u'2013-03-14T03:44:40.434269',\n",
        "                                 u'description': u'',\n",
        "                                 u'id': u'e811f0b4-451f-4896-9e8f-fc6802837819',\n",
        "                                 u'image_url': u'https://fortress.wa.gov/dfw/score/score/images/noaa_logo.png',\n",
        "                                 u'is_organization': True,\n",
        "                                 u'name': u'noaa-gov',\n",
        "                                 u'revision_id': u'c6d43080-22e1-405e-a83d-f2a512d9e867',\n",
        "                                 u'revision_timestamp': u'2013-03-25T23:05:12.923863',\n",
        "                                 u'state': u'active',\n",
        "                                 u'title': u'National Oceanic and Atmospheric Administration, Department of Commerce',\n",
        "                                 u'type': u'organization'},\n",
        "               u'owner_org': u'e811f0b4-451f-4896-9e8f-fc6802837819',\n",
        "               u'private': False,\n",
        "               u'relationships_as_object': [],\n",
        "               u'relationships_as_subject': [],\n",
        "               u'resources': [{u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492697',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'001d7a4e-60c5-461b-a302-d9cd341a3314',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 0,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://www.nodc.noaa.gov/cgi-bin/OAS/prd/accession/download/0092284',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492716',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'6e5389a9-be77-401a-a323-8a057e3c3cc4',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 1,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://data.nodc.noaa.gov/thredds/catalog/ndbc/tao-buoy/2011/11/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492720',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'5d42c88b-f3a1-44e2-8401-2aabd1ce0283',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 2,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://data.nodc.noaa.gov/opendap/ndbc/tao-buoy/2011/11/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492725',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'8f1e6399-272b-45c3-905c-e19fcb367f88',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 3,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'ftp://ftp.nodc.noaa.gov/pub/data.nodc/ndbc/tao-buoy/2011/11/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492728',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'69a8afa8-c944-43fb-8d00-df18cee64f41',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 4,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://accession.nodc.noaa.gov/0092284',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:46:35.492732',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'601c81ea-a2d3-4fc7-a6a5-42b0bef0156c',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 5,\n",
        "                               u'resource_group_id': u'551fb11f-1ed1-47ee-900a-549f46c5fa53',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'9e5ea04e-4b96-4a81-a0a7-648de0478b5e',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:46:35.466685',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://accession.nodc.noaa.gov/0088104',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
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        "                            u'value': u'2012-05-31'},\n",
        "                           {u'key': u'spatial-data-service-type',\n",
        "                            u'value': u''},\n",
        "                           {u'key': u'metadata-language', u'value': u''},\n",
        "                           {u'id': u'1bbd64e8-18c0-4d0f-8569-045ad40391ad',\n",
        "                            u'key': u'tags',\n",
        "                            u'package_id': u'a3ef89eb-8468-41b7-9cbb-ccde09d7097c',\n",
        "                            u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                            u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u\"BAROMETRIC PRESSURE, CONDUCTIVITY, CURRENT SPEED, CURRENT SPEED - EAST/WEST COMPONENT (U), CURRENT SPEED - NORTH/SOUTH COMPONENT (V), CURRENT SPEED - UP/DOWN COMPONENT (W), DEPTH - SENSOR, DEWPOINT, DIRECTIONAL WAVE SPECTRA, INCOMING SOLAR RADIATION, RELATIVE HUMIDITY, SALINITY, SEA SURFACE TEMPERATURE, TEMPERATURE, WAVE DATA, WAVE DIRECTION, WAVE HEIGHT - SIGNIFICANT, WAVE PERIOD - AVERAGE, WAVE PERIOD - DOMINANT, WAVE SPECTRA, WIND DIRECTION, WIND DIRECTION - CONTINUOUS, WIND GUST, WIND SPEED, AIR TEMPERATURE, ADCP, current meter, meteorological sensors, buoy - moored buoy, GPS, thermistor, inclinometer, anemometer, pyranometer, barometers, meteorological, physical, time series, current measurements, 317F - FIXED PLATFORM, US DOC; NOAA; NWS; National Data Buoy Center (NDBC), 41001, 41002, 41004, 41008, 41009, 41010, 41012, 41013, 41036, 41040, 41041, 41043, 41044, 41046, 41047, 41048, 41049, 42001, 42002, 42003, 42012, 42020, 42035, 42036, 42039, 42040, 42055, 42056, 42057, 42058, 42059, 42060, 44005, 44007, 44008, 44009, 44011, 44014, 44020, 44025, 44027, 44065, 45002, 45003, 45004, 45005, 45006, 45007, 45008, 45012, 46001, 46002, 46005, 46006, 46011, 46012, 46013, 46014, 46026, 46027, 46028, 46035, 46041, 46042, 46047, 46050, 46053, 46054, 46059, 46061, 46069, 46070, 46072, 46075, 46077, 46080, 46082, 46083, 46084, 46085, 46086, 46088, 46089, 46114, 51000, 51002, 51003, 51004, 51101, AMAA2, AUGA2, BLIA2, BURL1, BUZM3, CARO3, CDRF1, CHLV2, CLKN7, DBLN6, DESW1, DISW3, DPIA1, DRFA2, FBIS1, FFIA2, FILA2, FWYF1, IOSN3, KTNF1, LMBV4, LONF1, LSCM4, MDRM1, MISM1, MLRF1, MRKA2, NWPO3, PILA2, PILM4, POTA2, PTAC1, PTAT2, PTGC1, ROAM4, SACV4, SANF1, SAUF1, SBIO1, SGNW3, SGOF1, SISW1, SMKF1, SPGF1, SRST2, STDM4, TPLM2, TTIW1, VENF1, VERV4, WPOW1, adcp_quality_flags, air_pressure, air_pressure_at_sea_level, air_temperature, depth, dew_point_temperature, direction_of_sea_water_velocity, downwelling_longwave_flux_in_air, downwelling_shortwave_flux_in_air, eastward_sea_water_velocity, first_normalized_polar_coordinate_of_the_Fourier_coefficients, latitude, longitude, northward_sea_water_velocity, principal_wave_direction_at_specified_frequency, relative_humidity, sea_surface_temperature, sea_surface_wave_frequency, sea_surface_wave_from_direction, sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment, sea_surface_wave_period_at_variance_spectral_density_maximum, sea_surface_wave_significant_height, sea_surface_wave_variance_spectral_density, sea_water_electrical_conductivity, sea_water_salinity, sea_water_speed, sea_water_temperature, time, upward_sea_water_velocity, wind_from_direction, wind_speed, wind_speed_of_gust, 90313, 0090313, Gulf of Alaska, Gulf of Mexico, Bering Sea, Caribbean Sea, North Atlantic Ocean, North Pacific Ocean, Coastal Waters of SE Alaska, Coastal Waters of Western U.S., Great Lakes, North American Coastline-North, North American Coastline-South, Florida Keys National Marine Sanctuary, Gray's Reef National Marine Sanctuary, Gulf of the Farallones National Marine Sanctuary, Monterey Bay National Marine Sanctuary, Olympic Coast National Marine Sanctuary\"},\n",
        "                           {u'key': u'harvest_object_id',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'163eda4f-6248-44b3-8263-128e16b77326'},\n",
        "                           {u'key': u'harvest_source_id',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'3b8f72d0-a60f-4a40-be26-4b48f92ad34b'},\n",
        "                           {u'key': u'harvest_source_title',\n",
        "                            u'state': u'active',\n",
        "                            u'value': u'NODC'}],\n",
        "               u'groups': [],\n",
        "               u'id': u'a3ef89eb-8468-41b7-9cbb-ccde09d7097c',\n",
        "               u'isopen': False,\n",
        "               u'license_id': None,\n",
        "               u'license_title': None,\n",
        "               u'maintainer': None,\n",
        "               u'maintainer_email': None,\n",
        "               u'metadata_created': u'2013-05-19T23:30:24.882715',\n",
        "               u'metadata_modified': u'2013-05-19T23:30:24.882715',\n",
        "               u'name': u'meteorological-and-oceanographic-data-collected-from-the-national-data-buoy-center-coastal-maria383c',\n",
        "               u'notes': u\"The National Data Buoy Center (NDBC) established the Coastal-Marine Automated Network (C-MAN) for the National Weather Service in the early 1980's. NDBC has installed approximately 50 C-MAN stations on lighthouses, at capes and beaches, on near shore islands, and on offshore platforms. NDBC has deployed over 100 moored (a.k.a., weather) buoys in coastal and offshore waters from the western Atlantic to the Pacific Ocean around Hawaii, and from the Bering Sea to the South Pacific. C-MAN and moored buoy data typically include barometric pressure, wind direction, speed and gust, and air temperature; however, some C-MAN stations are equipped to also measure seawater temperature, water level, waves, and relative humidity. Moored buoys measure wave energy spectra from which NDBC derives significant wave height, dominant wave period, and average wave period. In addition, many moored buoys measure the direction of wave propagation. In collaboration, NDBC and the National Oceanographic Data Center (NODC) are archiving these data from C-MAN and moored buoys. This NODC Accession is part of the collaboration and it contains netCDF (version 4) files with the data collected during May 2012.\",\n",
        "               u'num_resources': 8,\n",
        "               u'num_tags': 0,\n",
        "               u'organization': {u'approval_status': u'approved',\n",
        "                                 u'created': u'2013-03-14T03:44:40.434269',\n",
        "                                 u'description': u'',\n",
        "                                 u'id': u'e811f0b4-451f-4896-9e8f-fc6802837819',\n",
        "                                 u'image_url': u'https://fortress.wa.gov/dfw/score/score/images/noaa_logo.png',\n",
        "                                 u'is_organization': True,\n",
        "                                 u'name': u'noaa-gov',\n",
        "                                 u'revision_id': u'c6d43080-22e1-405e-a83d-f2a512d9e867',\n",
        "                                 u'revision_timestamp': u'2013-03-25T23:05:12.923863',\n",
        "                                 u'state': u'active',\n",
        "                                 u'title': u'National Oceanic and Atmospheric Administration, Department of Commerce',\n",
        "                                 u'type': u'organization'},\n",
        "               u'owner_org': u'e811f0b4-451f-4896-9e8f-fc6802837819',\n",
        "               u'private': False,\n",
        "               u'relationships_as_object': [],\n",
        "               u'relationships_as_subject': [],\n",
        "               u'resources': [{u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902924',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'86ef122d-0745-4754-8f3d-78649a5ae230',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 0,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://www.nodc.noaa.gov/cgi-bin/OAS/prd/accession/download/0090313',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902942',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'8e50c82e-ea4c-475e-9f8c-3735b97cf807',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 1,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://data.nodc.noaa.gov/thredds/catalog/ndbc/cmanwx/2012/05/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902947',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'908f5bef-4331-4aa6-ad94-59957a4592f4',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 2,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://data.nodc.noaa.gov/opendap/ndbc/cmanwx/2012/05/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902951',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'5482bb60-1482-4de2-9938-9dee4589729f',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 3,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'ftp://ftp.nodc.noaa.gov/pub/data.nodc/ndbc/cmanwx/2012/05/',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902955',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'0d273908-4ac4-49b6-9348-ad947564962f',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 4,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://accession.nodc.noaa.gov/0090313',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902959',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'c549bd1a-993b-48ab-9755-243e0f481f0a',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 5,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://accession.nodc.noaa.gov/0070493',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902963',\n",
        "                               u'description': u'',\n",
        "                               u'format': u'',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'e5bd5ca1-bb65-4bdb-a109-137aa1fafd5d',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'Web Page',\n",
        "                               u'position': 6,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://journals.ametsoc.org/doi/abs/10.1175/1520-0426%281993%29010%3C0097%3ADWFEOT%3E2.0.CO%3B2',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None},\n",
        "                              {u'cache_last_updated': None,\n",
        "                               u'cache_url': None,\n",
        "                               u'created': u'2013-05-20T01:30:24.902967',\n",
        "                               u'description': u'eval_NDBC_moored_winds.pdf',\n",
        "                               u'format': u'PDF',\n",
        "                               u'hash': u'',\n",
        "                               u'id': u'dc98db11-88e0-4841-86e4-0fcd334a42e1',\n",
        "                               u'last_modified': None,\n",
        "                               u'mimetype': None,\n",
        "                               u'mimetype_inner': None,\n",
        "                               u'name': u'PDF File',\n",
        "                               u'position': 7,\n",
        "                               u'resource_group_id': u'832994ec-d49c-4a59-8442-0d92d68c04f0',\n",
        "                               u'resource_locator_function': u'',\n",
        "                               u'resource_locator_protocol': u'',\n",
        "                               u'resource_type': None,\n",
        "                               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "                               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "                               u'size': None,\n",
        "                               u'state': u'active',\n",
        "                               u'tracking_summary': {u'recent': 0,\n",
        "                                                     u'total': 0},\n",
        "                               u'url': u'http://www.worldwindsinc.com/TechPapers/dgil/eval_NDBC_moored_winds.pdf',\n",
        "                               u'webstore_last_updated': None,\n",
        "                               u'webstore_url': None}],\n",
        "               u'revision_id': u'46c6eabb-7825-4761-9f67-d9eabf77f12a',\n",
        "               u'revision_timestamp': u'2013-05-19T23:30:24.882715',\n",
        "               u'state': u'active',\n",
        "               u'tags': [],\n",
        "               u'title': u'Meteorological and oceanographic data collected from the National Data Buoy Center Coastal-Marine Automated Network (C-MAN) and moored (weather) buoys during May 2012 (NODC Accession 0090313)',\n",
        "               u'tracking_summary': {u'recent': 0, u'total': 0},\n",
        "               u'type': u'dataset',\n",
        "               u'url': None,\n",
        "               u'version': None}],\n",
        " u'search_facets': {}}\n"
       ]
      }
     ],
     "prompt_number": 28
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "# look for \"res_format\" hoping to findimport re\n",
      "filter(lambda x:re.search(r'nodc',x.lower()), d.json())"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "ename": "AttributeError",
       "evalue": "'dict' object has no attribute 'json'",
       "output_type": "pyerr",
       "traceback": [
        "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m\n\u001b[1;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
        "\u001b[1;32m<ipython-input-34-9252682624ed>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m      1\u001b[0m \u001b[1;31m# look for \"res_format\" hoping to findimport re\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mfilter\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;32mlambda\u001b[0m \u001b[0mx\u001b[0m\u001b[1;33m:\u001b[0m\u001b[0mre\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msearch\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34mr'nodc'\u001b[0m\u001b[1;33m,\u001b[0m\u001b[0mx\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mlower\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0md\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mjson\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
        "\u001b[1;31mAttributeError\u001b[0m: 'dict' object has no attribute 'json'"
       ]
      }
     ],
     "prompt_number": 34
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "type(d['results'][0])"
     ],
     "language": "python",
     "metadata": {},
     "outputs": [
      {
       "metadata": {},
       "output_type": "pyout",
       "prompt_number": 33,
       "text": [
        "dict"
       ]
      }
     ],
     "prompt_number": 33
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "ckan.action('package_search',q=d,rows=1)"
     ],
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "search_params = {                                                                                      \n",
      "    'q': 'tags:\"sea_water_temperature\" AND metadata_modified:[2012-06-01T00:00:00.000Z TO NOW]',       \n",
      "    'fq': 'res_format:PDF',                                                                            \n",
      "    'extras': {\"ext_bbox\":\"-121,45,-120,46\"},                                                          \n",
      "    'rows': 10                                                                                        \n",
      "}"
     ],
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [
      "d = ckan.action('package_search', **search_params) \n",
      "d['count']"
     ],
     "language": "python",
     "metadata": {},
     "outputs": []
    },
    {
     "cell_type": "code",
     "collapsed": false,
     "input": [],
     "language": "python",
     "metadata": {},
     "outputs": []
    }
   ],
   "metadata": {}
  }
 ]
}