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• dataiku-contrib-master
  • microsoft
    • solution-templates
      • hdinsight
        • azuredeploy.parameters.json
        • azuredeploy.json
        • metadata.json
        • README.md
        • scripts
          • hdinsight-dss-install.sh
  • snowflake
    • Makefile
    • custom-recipes
      • python-custom-recipes
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
  • score-using-api-node
    • Makefile
    • custom-recipes
      • score-dataset
        • recipe.py
        • recipe.json
    • plugin.json
  • h2o
    • Makefile
    • requirements.json
    • custom-recipes
      • h2o-predict
        • recipe.py
        • recipe.json
      • h2o-build-model
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • python-lib
      • h2o_utils.py
  • geocoder
    • Makefile
    • custom-recipes
      • reverse_geocoding
        • recipe.py
        • recipe.json
      • forward_geocoding
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • python-lib
      • cache_handler.py
  • tableau-export-v2
    • Makefile
    • requirements.json
    • plugin.json
    • python-exporters
      • tableau-export_extract
        • exporter.py
        • exporter.json
      • tableau-export_upload
        • exporter.py
        • exporter.json
    • install.sh
    • README.md
    • python-lib
      • tableau_utils.py
  • hdi-clusters
    • Makefile
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
    • python-clusters
      • hdi-create-cluster
        • cluster.json
        • cluster.py
      • hdi-attach-to-existing-cluster
        • cluster.json
        • cluster.py
    • python-lib
      • dku_hdi
        • ambari
          • client.py
          • __init__.py
        • models.py
        • templates.py
        • __init__.py
  • samples
    • py-recipe-dataset-audit
      • custom-recipes
        • mini-audit
          • recipe.py
          • recipe.json
    • r-recipe-dataset-sort
      • Makefile
      • custom-recipes
        • r-sort
          • recipe.json
          • recipe.R
      • plugin.json
      • README.md
    • README.md
    • connector-random-data
      • python-connectors
        • random-data
          • connector.py
          • connector.json
      • plugin.json
  • image-segmentation
    • Makefile
    • custom-recipes
      • score_image
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
    • python-lib
      • coco
        • coco.py
      • utils.py
      • mrcnn
        • config.py
        • parallel_model.py
        • model.py
        • utils.py
        • visualize.py
    • python-runnables
      • download-weights
        • runnable.json
        • runnable.py
  • dowhy-causal-inference
    • web-app-templates
      • standard
        • causal_inference
          • app.py
          • app.css
          • app.js
          • meta.json
          • app.html
    • plugin.json
    • README.md
    • requirements.txt
    • screenshots
  • wms-maps-backgrounds
    • Makefile
    • parameter-sets
      • wms-service
        • parameter-set.json
    • plugin.json
    • js
      • wms.js
  • get-us-census-block
    • Makefile
    • Readme.md
    • custom-recipes
      • get_us_census_block_id_from_lat_lon
        • recipe.py
        • recipe.json
    • plugin.json
  • wunderground
    • Makefile
    • python-connectors
      • wunderground-history
        • connector.py
        • connector.json
    • requirements.json
    • LICENSE
    • plugin.json
  • pipedrive-import
    • Makefile
    • python-connectors
      • pipedrive-import-organizations
        • connector.py
        • connector.json
      • pipedrive-import-people
        • connector.py
        • connector.json
      • pipedrive-import-deals
        • connector.py
        • connector.json
    • LICENSE
    • plugin.json
    • README.md
    • python-lib
      • pipedriveapi.py
  • libsvm-format
    • build.xml
    • Makefile
    • java-formats
      • libsvm
        • src
          • com
            • dataiku
              • dss
                • formats
                  • libsvm
                    • LIBSVMFormat.java
        • jformat.json
        • test
          • log4j.properties
          • com
            • dataiku
              • dss
                • formats
                  • libsvm
                    • australian.svm
                    • australian_errors.svm
                    • LIBSVMFormatTest.java
    • plugin.json
  • airtable
    • Makefile
    • python-connectors
      • airtable-table
        • connector.py
        • connector.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • LICENSE
    • plugin.json
    • README.md
    • python-lib
      • airtable.py
  • algoliasearch
    • Makefile
    • python-connectors
      • algoliasearch
        • connector.py
        • connector.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
  • movies-apis
    • Makefile
    • custom-recipes
      • movies-apis-tmdb-search
        • recipe.py
        • recipe.json
      • movies-apis-omdb-details
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
  • salesforce
    • Makefile
    • python-connectors
      • salesforce-listview
        • connector.py
        • connector.json
      • salesforce-object
        • connector.py
        • connector.json
      • salesforce-objects
        • connector.py
        • connector.json
      • salesforce-query-results
        • connector.py
        • connector.json
      • salesforce-report
        • connector.py
        • connector.json
    • images
    • custom-recipes
      • salesforce-oauth-refresh-token
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • python-lib
      • salesforce.py
  • deeplearning-image-gpu
    • resource
      • dl-image-toolkit.css
      • scoring-recipe-template.html
      • retrain-recipe-template.html
      • dl-image-toolbox.css
      • recipes-helper.py
      • extract-recipe-template.html
      • scoring-recipe-helper.py
    • Makefile
    • custom-recipes
      • deeplearning-image-extract
        • recipe.py
        • recipe.json
      • deeplearning-image-retrain
        • recipe.py
        • recipe.json
      • deeplearning-image-score
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • web-app-templates
      • standard
        • tensorboard-web-app
          • app.py
          • app.css
          • app.js
          • meta.json
          • app.html
    • plugin.json
    • README.md
    • js
      • retrainRecipeController.js
      • extractRecipeController.js
      • scoringRecipeController.js
    • python-lib
      • api_designer_utils.py
      • dl_image_toolbox_utils.py
      • constants.py
      • tensorboard_handle.py
    • python-runnables
      • create-api-service
        • runnable.json
        • runnable.py
      • download-models
        • runnable.json
        • runnable.py
  • gutenberg
    • Makefile
    • python-connectors
      • gutenberg-project-book
        • connector.py
        • connector.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
  • dataset-audit
    • Makefile
    • custom-recipes
      • dataset-audit-sqlike
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
  • esri-geo-enrichment
    • Makefile
    • python-connectors
      • ESRI-api-coverage-dataset
        • connector.py
        • connector.json
    • custom-recipes
      • esri-enrich-from-named-statistical-area-collections
        • recipe.py
        • recipe.json
      • esri-world-geocoder-detailed-address
        • recipe.py
        • recipe.json
      • esri-enrich-from-xy-collections
        • recipe.py
        • recipe.json
      • esri-api-datacollections-hierarchies
        • recipe.py
        • recipe.json
      • esri-world-geocoder
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
    • python-lib
      • dataiku_esri_content_utils.py
      • geocoder_common.py
      • common.py
      • enrichment.py
      • dataiku_esri_utils.py
  • tableau-export
    • Makefile
    • requirements.json
    • custom-recipes
      • tableau-export-TDE
        • recipe.py
        • recipe.json
      • tableau-export-upload-TDE
        • recipe.py
        • recipe.json
    • plugin.json
    • install.sh
    • README.md
    • python-lib
      • tableau_utils.py
  • microsoft-hdi-dss-non-managed-edge-node
    • images
      • dssmarketplace.JPG
      • virtualnetwork.JPG
      • sudopermissions.JPG
    • README.md
    • scripts
      • hdi-edge-node-from-existing-vm.sh
  • ip-range-matcher
    • src
      • com
        • dataiku
          • dip
            • plugins
              • iprangematcher
                • Plugin.java
                • IPRangeMatcher.java
    • build.xml
    • Makefile
    • test
      • com
        • dataiku
          • dip
            • plugins
              • iprangematcher
                • IPRangeMatcherTest.java
    • plugin.json
    • js
      • processor.js
  • anonymizer
    • src
      • com
        • dataiku
          • dip
            • plugins
              • anonymizer
                • AnonymizerProcessor.java
                • Plugin.java
                • StandardDict.java
    • build.xml
    • Makefile
    • plugin.json
    • js
      • processor.js
  • wikipedia-pageviews
    • Makefile
    • python-connectors
      • wikipedia-pageviews-topperday
        • connector.py
        • connector.json
      • wikipedia-pageviews-pagesperday
        • connector.py
        • connector.json
    • custom-recipes
      • wikipedia-pageviews-masspages
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • python-lib
      • dkuwikipedia.py
  • uspto-patents
    • Makefile
    • python-connectors
      • uspto-patents
        • connector.py
        • connector.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
  • freshdesk
    • Makefile
    • python-connectors
      • freshdesk-users-simple
        • connector.py
        • connector.json
      • freshdesk-tickets-simple
        • connector.py
        • connector.json
    • custom-recipes
      • freshdesk-ticket-details
        • recipe.py
        • recipe.json
    • plugin.json
    • python-lib
      • freshdesk_utils.py
  • musixmatch
    • Makefile
    • custom-recipes
      • musixmatch-fetch-artist-tracks
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
  • Makefile.inc
  • sas-format
    • Makefile
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • python-formats
      • sas
        • format.json
        • format.py
  • clear-intermediate-datasets
    • resources
      • get_projects.py
    • plugin.json
    • python-runnables
      • clear_int_datasets
        • runnable.json
        • runnable.py
  • clubhouse
    • Makefile
    • python-connectors
      • clubhouse_workflows
        • connector.py
        • connector.json
      • clubhouse_milestones
        • connector.py
        • connector.json
      • clubhouse_epics
        • connector.py
        • connector.json
      • clubhouse_stories
        • connector.py
        • connector.json
    • plugin.json
    • readme.md
  • word2vec
    • Makefile
    • requirements.json
    • custom-recipes
      • word2vec-train
        • recipe.py
        • recipe.json
      • word2vec-transform
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
  • twitter-tools
    • Makefile
    • requirements.json
    • custom-recipes
      • sonra_twitter_plugin_compute_following_info
        • recipe.py
        • recipe.json
      • sonra_twitter_plugin_compute_followers_info
        • recipe.py
        • recipe.json
      • sonra_twitter_plugin_follow
        • recipe.py
        • recipe.json
      • sonra_twitter_plugin_unfollow
        • recipe.py
        • recipe.json
      • sonra_twitter_plugin_compute_users_from_keywords
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • python-lib
      • common.py
  • spss-format
    • build.xml
    • Makefile
    • java-formats
      • spss
        • src
          • com
            • dataiku
              • dss
                • formats
                  • spss
                    • SPSSStreamReader.java
                    • SPSSFormat.java
                    • SPSSInputStream.java
        • jformat.json
        • test
          • log4j.properties
          • com
            • dataiku
              • dss
                • formats
                  • spss
                    • test_labels.sav
                    • test_dates.sav
                    • SPSSFormatTest.java
                    • test_simple.sav
                    • test_v14.sav
                    • test_v13.sav
    • plugin.json
  • import-io
    • Makefile
    • python-connectors
      • import-io-simple-api
        • connector.py
        • connector.json
    • custom-recipes
      • import-io-enrich-extractor
        • recipe.py
        • recipe.json
      • import-io-enrich-connector
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • python-lib
      • importio_utils.py
  • email-tester-suite
    • Makefile
    • requirements.json
    • custom-recipes
      • email-tester-mailgun
        • recipe.py
        • recipe.json
      • email-tester-locally
        • recipe.py
        • recipe.json
    • LICENSE
    • plugin.json
  • README.md
  • sendmail
    • Makefile
    • custom-recipes
      • send-mails-from-contacts-dataset
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
  • googlesheets
    • Makefile
    • python-connectors
      • googlesheets-sheet
        • connector.py
        • connector.json
    • custom-recipes
      • googlesheets-append
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • LICENSE
    • plugin.json
    • README.md
    • python-lib
      • googlesheets.py
  • forecastio
    • Makefile
    • python-connectors
      • forecastio-history
        • connector.py
        • connector.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • LICENSE
    • plugin.json
    • README.md
  • lime
    • Makefile
    • custom-recipes
      • classification-explain
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • python-lib
      • dkulime
        • preprocessing.py
        • __init__.py
        • data_collection.py
        • explanation.py
    • doc
  • mapbox-maps-backgrounds
    • Makefile
    • plugin.json
    • js
      • mapbox.js
  • project-deployer
    • Makefile
    • plugin.json
    • README.md
    • doc
    • python-runnables
      • dataiku_project_or_bundle_migration
        • runnable.json
        • runnable.py
  • graph-analytics
    • Makefile
    • custom-recipes
      • stats-from-edge-list
        • recipe.py
        • recipe.json
      • projected-graph-from-bipartite
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • web-app-templates
      • standard
        • graph-analytics_graph_viz
          • app.py
          • app.css
          • app.js
          • meta.json
          • app.html
    • plugin.json
    • README.md
  • intercom2
    • Makefile
    • python-connectors
      • intercom2-object
        • connector.py
        • connector.json
    • LICENSE
    • plugin.json
    • README.md
    • python-lib
      • intercomapi.py
  • .gitignore
  • kml-format
    • build.xml
    • Makefile
    • java-formats
      • kml-format_kml
        • src
          • com
            • dataiku
              • dss
                • formats
                  • kml
                    • KMLFormat.java
        • jformat.json
    • plugin.json
  • deeplearning-image-cpu
    • resource
      • dl-image-toolkit.css
      • scoring-recipe-template.html
      • retrain-recipe-template.html
      • dl-image-toolbox.css
      • recipes-helper.py
      • extract-recipe-template.html
      • scoring-recipe-helper.py
    • Makefile
    • custom-recipes
      • deeplearning-image-extract
        • recipe.py
        • recipe.json
      • deeplearning-image-retrain
        • recipe.py
        • recipe.json
      • deeplearning-image-score
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • web-app-templates
      • standard
        • tensorboard-web-app
          • app.py
          • app.css
          • app.js
          • meta.json
          • app.html
    • plugin.json
    • README.md
    • js
      • retrainRecipeController.js
      • extractRecipeController.js
      • scoringRecipeController.js
    • python-lib
      • api_designer_utils.py
      • dl_image_toolbox_utils.py
      • constants.py
      • tensorboard_handle.py
    • python-runnables
      • create-api-service
        • runnable.json
        • runnable.py
      • download-models
        • runnable.json
        • runnable.py
  • LICENSE.txt
  • compare-datasets
    • Makefile
    • custom-recipes
      • compute-difference
        • recipe.py
        • recipe.json
    • plugin.json
  • microsoft-power-bi
    • Makefile
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • web-app-templates
      • standard
        • power-bi-management
          • app.py
          • app.css
          • app.js
          • meta.json
          • app.html
    • plugin.json
    • python-exporters
      • python-with-access-token
        • exporter.py
        • exporter.json
      • python-with-credentials
        • exporter.py
        • exporter.json
    • documentation
      • acquiring-an-access-token.md
    • README.md
    • python-lib
      • powerbi.py
    • python-runnables
      • generate-access-token
        • runnable.json
        • runnable.py
  • census-us
    • Makefile
    • python-connectors
      • census-us_us_census_custom_dataset
        • connector.py
        • connector.json
      • census_metadata
        • connector.py
        • connector.json
      • census-us_us_census_states_resources
        • connector.py
        • connector.json
    • Readme.md
    • custom-recipes
      • address-batch-geocoder-us-census-geo
        • recipe.py
        • recipe.json
      • get-block-from-lat-lon
        • recipe.py
        • recipe.json
      • generate-census-with-feature-selection
        • recipe.py
        • recipe.json
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • python-lib
      • census_resources.py
      • geocoder_utils.py
      • census_metadata.py
      • common.py
      • feature_selection.py
  • disk-cleanup-macros
    • plugin.json
    • python-lib
      • cleanup.py
    • python-runnables
      • truncate-saved-models-data
        • runnable.json
        • runnable.py
      • display-analysis-data-used-space-1-summary
        • runnable.json
        • runnable.py
      • display-saved-models-used-space
        • runnable.json
        • runnable.py
      • display-analysis-data-used-space-2-details
        • runnable.json
        • runnable.py
      • truncate-analysis-data-data
        • runnable.json
        • runnable.py
  • instagram
    • resource
      • instagram-users-media.html
      • instagram-users.html
      • instagram.css
    • Makefile
    • python-connectors
      • instagram-users
        • connector.py
        • connector.json
      • instagram-users-media
        • connector.py
        • connector.json
    • custom-recipes
      • instagram-users
        • recipe.py
        • recipe.json
      • instagram-users-media
        • recipe.py
        • recipe.json
    • plugin.json
    • README.md
    • js
      • instagram.js
  • microsoft-adls
    • Makefile
    • code-env
      • python
        • desc.json
        • spec
          • requirements.txt
    • plugin.json
    • README.md
    • python-fs-providers
      • adls
        • fs-provider.json
        • fs-provider.py

from dataiku.connector import Connector
import json, os

ipgfiles = """http://storage.googleapis.com/patents/grant_full_text/2015/ipg150106.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150113.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150120.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150127.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150203.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150210.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150217.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150224.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150303.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150310.zip
http://storage.googleapis.com/patents/grant_full_text/2015/ipg150317.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140107.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140114.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140121.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140128.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140204.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140211.zip
http://storage.googleapis.com/patents/grant_full_text/2014/ipg140218.zip
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http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790424_wk17.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790501_wk18.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790508_wk19.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790515_wk20.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790522_wk21.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790529_wk22.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790605_wk23.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790612_wk24.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790619_wk25.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790626_wk26.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790703_wk27.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790710_wk28.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790717_wk29.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790724_wk30.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790731_wk31.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790807_wk32.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790814_wk33.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790821_wk34.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790828_wk35.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790904_wk36.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790911_wk37.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790918_wk38.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19790925_wk39.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791002_wk40.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791009_wk41.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791016_wk42.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791023_wk43.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791030_wk44.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791106_wk45.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791113_wk46.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791120_wk47.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791127_wk48.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791204_wk49.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791211_wk50.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791218_wk51.zip
http://storage.googleapis.com/patents/grant_full_text/1979/pftaps19791225_wk52.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780103_wk01.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780110_wk02.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780117_wk03.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780124_wk04.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780131_wk05.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780207_wk06.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780214_wk07.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780221_wk08.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780228_wk09.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780307_wk10.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780314_wk11.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780321_wk12.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780328_wk13.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780404_wk14.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780411_wk15.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780418_wk16.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780425_wk17.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780502_wk18.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780509_wk19.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780516_wk20.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780523_wk21.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780530_wk22.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780606_wk23.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780613_wk24.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780620_wk25.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780627_wk26.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780704_wk27.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780711_wk28.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780718_wk29.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780725_wk30.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780801_wk31.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780808_wk32.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780815_wk33.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780822_wk34.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780829_wk35.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780905_wk36.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780912_wk37.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780919_wk38.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19780926_wk39.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781003_wk40.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781010_wk41.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781017_wk42.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781024_wk43.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781031_wk44.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781107_wk45.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781114_wk46.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781121_wk47.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781128_wk48.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781205_wk49.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781212_wk50.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781219_wk51.zip
http://storage.googleapis.com/patents/grant_full_text/1978/pftaps19781226_wk52.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770104_wk01.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770111_wk02.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770118_wk03.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770125_wk04.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770201_wk05.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770208_wk06.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770215_wk07.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770222_wk08.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770301_wk09.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770308_wk10.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770315_wk11.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770322_wk12.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770329_wk13.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770405_wk14.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770412_wk15.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770419_wk16.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770426_wk17.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770503_wk18.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770510_wk19.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770517_wk20.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770524_wk21.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770531_wk22.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770607_wk23.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770614_wk24.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770621_wk25.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770628_wk26.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770705_wk27.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770712_wk28.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770719_wk29.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770726_wk30.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770802_wk31.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770809_wk32.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770816_wk33.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770823_wk34.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770830_wk35.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770906_wk36.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770913_wk37.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770920_wk38.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19770927_wk39.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771004_wk40.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771011_wk41.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771018_wk42.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771025_wk43.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771101_wk44.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771108_wk45.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771115_wk46.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771122_wk47.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771129_wk48.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771206_wk49.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771213_wk50.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771220_wk51.zip
http://storage.googleapis.com/patents/grant_full_text/1977/pftaps19771227_wk52.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760106_wk01.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760113_wk02.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760120_wk03.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760127_wk04.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760203_wk05.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760210_wk06.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760217_wk07.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760224_wk08.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760302_wk09.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760309_wk10.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760316_wk11.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760323_wk12.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760330_wk13.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760406_wk14.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760413_wk15.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760420_wk16.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760427_wk17.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760504_wk18.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760511_wk19.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760518_wk20.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760525_wk21.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760601_wk22.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760608_wk23.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760615_wk24.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760622_wk25.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760629_wk26.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760706_wk27.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760713_wk28.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760720_wk29.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760727_wk30.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760803_wk31.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760810_wk32.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760817_wk33.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760824_wk34.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760831_wk35.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760907_wk36.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760914_wk37.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760921_wk38.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19760928_wk39.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761005_wk40.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761012_wk41.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761019_wk42.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761026_wk43.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761102_wk44.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761109_wk45.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761116_wk46.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761123_wk47.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761130_wk48.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761207_wk49.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761214_wk50.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761221_wk51.zip
http://storage.googleapis.com/patents/grant_full_text/1976/pftaps19761228_wk52.zip
"""


import re
def extract_xml_strings(filename):
    """
    Given a string [filename], opens the file and returns a generator
    that yields tuples. A tuple is of format (year, xmldoc string). A tuple
    is returned for every valid XML doc in [filename]
    """
    # search for terminating XML tag
    endtag_regex = re.compile('^<!DOCTYPE (.*) SYSTEM')
    endtag = ''
    import zipfile
    import os
    try:
        z = zipfile.ZipFile(filename, 'r')
    except zipfile.BadZipfile as e:
        print e
        return
    xmlfilename = os.path.basename(filename)[:-4] + ".xml"
    with z.open(xmlfilename, 'r') as f:
        doc = ''  # (re)initialize current XML doc to empty string
        for line in f:
            doc += line
            endtag = endtag_regex.findall(line) if not endtag else endtag
            if not endtag:
                continue
            terminate = re.compile('^</{0}>'.format(endtag[0]))
            if terminate.findall(line):
                yield doc
                endtag = ''
                doc = ''
    z.close()

# This follows google's rules for conversion of XML to JSON

def iterNodes(node, parentDict):
    nodeDict = {}
    try:
        nodeDict.update(node.attrib)
    except AttributeError:
        pass
    if node.text != None:
        nodeDict['text'] = node.text

    for i in node.iterchildren():
        childDict = {}
        newDict = {}
        newDict = iterNodes(i, childDict)
        newList = []
        if i.tag in nodeDict:
            try:
                nodeDict[i.tag].append(newDict[i.tag])
            except:
                newList.append(nodeDict[i.tag])
                nodeDict[i.tag] = newList
                nodeDict[i.tag].append(newDict[i.tag])
        else:
            nodeDict.update(newDict)
    tagList = node.tag.split(':')
    namespace = '$'.join(tagList)
    parentDict[namespace] = nodeDict
    if len(nodeDict) == 1 and 'text' in nodeDict:
        parentDict[namespace] = nodeDict['text']
    return parentDict


"""
Ths custom connector itself
"""
class USPTOConnector(Connector):

    def __init__(self, config):
        """
        The configuration parameters set up by the user in the settings tab of the
        dataset are passed as a json object 'config' to the constructor
        """
        Connector.__init__(self, config)  # pass the parameters to the base class

        self.cache_folder = self.config.get("cache_folder")
        self.test_mode = self.config["test_mode"]
        self.all_years = self.config["all_years"]

        print 'Running Patent Connector cache=%s test=%s all=%s' % (self.cache_folder, self.test_mode, self.all_years)

    def get_read_schema(self):
        """
        Returns the schema that this connector generates when returning rows.

        The returned schema may be None if the schema is not known in advance.
        In that case, the dataset schema will be infered from the first rows.

        Whether additional columns returned by the generate_rows are kept is configured
        in the connector.json with the "strictSchema" field
        """
        return {"columns":[{"name":"patent", "type": "string"}]}


    def files(self, partition_id):
        import re
        import os.path
        for f in ipgfiles.split('\n'):
            p = re.findall('/(\d\d\d\d)/', f)
            if len(p) == 0:
                continue
            filename = os.path.basename(f)
            if not filename:
                continue

            # Zap unselected years if needed
            if not self.all_years and partition_id != p[0]:
                print "Skipping", f, p
                continue

            yield (f, filename, p)

    def download(self, url, filename):
        import urllib
        try:
            urllib.urlretrieve(url, filename)
            return filename
        except IOError as e:
            print e
            return None


    def get_filename(self, url, filename):
        import os.path

        if not os.path.isdir(self.cache_folder):
            os.makedirs(self.cache_folder)

        p = os.path.join(self.cache_folder, filename)
        if os.path.exists(p) and os.path.isfile(p) and os.path.getsize(p) > 0:
            print "  Cache hit"
            return p
        print "  Downloading"
        k  = self.download(url, p)
        print "  Downloaded"
        if k:
            return p
        else:
            return None


    def generate_rows(self, dataset_schema=None, dataset_partitioning=None,
                            partition_id=None, records_limit = -1):
        """
        The main reading method.

        Returns a generator over the rows of the dataset (or partition)
        Each yielded row must be a dictionary, indexed by column name.

        The dataset schema and partitioning are given for information purpose.
        """
        limit_mode = False
        if records_limit != -1 or self.test_mode:
            limit_mode = True
        ### We hard force limit to 100 because of the time required for parsing ...

        if not self.all_years and partition_id not in self.list_partitions(None):
            raise ValueError("Unexpected partition id: '%s' - expected one of %s" % (partition_id, ",".join(self.list_partitions(None))))

        count = 0
        for (url, filename, year) in self.files(partition_id):
            print filename
            fullname = self.get_filename(url, filename)
            if not fullname:
                continue
            if limit_mode and count > 100:
                break
            for doc in extract_xml_strings(fullname):
                count = count + 1
                if count % 1000 == 0:
                    print "Patents : parsed", count, " lines"
                if limit_mode and count > 100:
                    break
                emptyDict = {}
                from lxml import objectify
                from StringIO import StringIO
                o = objectify.parse(StringIO(doc))
                iterNodes(o.getroot(), emptyDict)
                s = json.dumps(emptyDict)
                yield { "patent" : s, "year" : year[0], "filename" : filename}


    def get_partitioning(self):
        if self.all_years:
            return None
        else:
            return {
                "dimensions": [
                    {
                        "name" : "year",
                        "type" : "time",
                        "params" : {
                            "period" : "YEAR"
                        }

                    }
                ]
            }

    def list_partitions(self, dataset_partitioning):
        if self.all_years:
            return []
        else:
            return [str(x) for x in xrange(1976, 2016)]