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        "description": "elasticsearch_loader |Build Status| |Can I Use Python 3?| |PyPI version|\n========================================================================\n\nMain features\n-------------\n\n-  Batch upload CSV (actually any \\*SV) files to Elasticsearch\n-  Batch upload JSON files / JSON lines to Elasticsearch\n-  Batch upload parquet files to Elasticsearch\n-  Pre defining custom mappings\n-  Delete index before upload\n-  Index documents with \\_id from the document itself\n-  Load data directly from url\n-  SSL and basic auth\n-  Unicode Support \u270c\ufe0f\n\nPlugins\n-------\n\nIn order to install plugin, simply run ``pip install plugin-name`` -\n`esl-redis <https://pypi.org/project/esl-redis>`__ - Read continuously\nfrom a redis list(s) and index to elasticsearch -\n`esl-s3 <https://pypi.org/project/esl-s3>`__ - Plugin for listing and\nindexing files from S3\n\nTest matrix\n~~~~~~~~~~~\n\n=========== ====== ===== =====\npython / es 5.6.16 6.8.0 7.1.1\n=========== ====== ===== =====\n2.7         V      V     V\n3.7         V      V     V\n=========== ====== ===== =====\n\nInstallation\n~~~~~~~~~~~~\n\n| ``pip install elasticsearch-loader``\n| *In order to add parquet support run\n  ``pip install elasticsearch-loader[parquet]``*\n\nUsage\n~~~~~\n\n::\n\n   (venv)/tmp $ elasticsearch_loader --help\n   Usage: elasticsearch_loader [OPTIONS] COMMAND [ARGS]...\n\n   Options:\n     -c, --config-file TEXT          Load default configuration file from esl.yml\n     --bulk-size INTEGER             How many docs to collect before writing to\n                                     Elasticsearch (default 500)\n     --es-host TEXT                  Elasticsearch cluster entry point. (default\n                                     http://localhost:9200)\n     --verify-certs                  Make sure we verify SSL certificates\n                                     (default false)\n     --use-ssl                       Turn on SSL (default false)\n     --ca-certs TEXT                 Provide a path to CA certs on disk\n     --http-auth TEXT                Provide username and password for basic auth\n                                     in the format of username:password\n     --index TEXT                    Destination index name  [required]\n     --delete                        Delete index before import? (default false)\n     --update                        Merge and update existing doc instead of\n                                     overwrite\n     --progress                      Enable progress bar - NOTICE: in order to\n                                     show progress the entire input should be\n                                     collected and can consume more memory than\n                                     without progress bar\n     --type TEXT                     Docs type. TYPES WILL BE DEPRECATED IN APIS\n                                     IN ELASTICSEARCH 7, AND COMPLETELY REMOVED\n                                     IN 8.  [required]\n     --id-field TEXT                 Specify field name that be used as document\n                                     id\n     --as-child                      Insert _parent, _routing field, the value is\n                                     same as _id. Note: must specify --id-field\n                                     explicitly\n     --with-retry                    Retry if ES bulk insertion failed\n     --index-settings-file FILENAME  Specify path to json file containing index\n                                     mapping and settings, creates index if\n                                     missing\n     --timeout FLOAT                 Specify request timeout in seconds for\n                                     Elasticsearch client\n     --encoding TEXT                 Specify content encoding for input files\n     --keys TEXT                     Comma separated keys to pick from each\n                                     document\n     -h, --help                      Show this message and exit.\n\n   Commands:\n     csv\n     json     FILES with the format of [{\"a\": \"1\"}, {\"b\": \"2\"}]\n     parquet\n     redis\n     s3\n\nExamples\n~~~~~~~~\n\nLoad 2 CSV to elasticsearch\n^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --index incidents --type incident csv file1.csv file2.csv``\n\nLoad JSONs to elasticsearch\n^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --index incidents --type incident json *.json``\n\nLoad all git commits into elasticsearch\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``git log --pretty=format:'{\"sha\":\"%H\",\"author_name\":\"%aN\", \"author_email\": \"%aE\",\"date\":\"%ad\",\"message\":\"%f\"}' | elasticsearch_loader --type git --index git json --json-lines -``\n\nLoad parquet to elasticsearch\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --index incidents --type incident parquet file1.parquet``\n\nLoad CSV from github repo (actually any http/https is ok)\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --index data --type avg_height --id-field country json https://raw.githubusercontent.com/samayo/country-data/master/src/country-avg-male-height.json``\n\nLoad data from stdin\n^^^^^^^^^^^^^^^^^^^^\n\n``generate_data | elasticsearch_loader --index data --type incident csv -``\n\nRead id from incident_id field\n^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --id-field incident_id --index incidents --type incident csv file1.csv file2.csv``\n\nLoad custom mappings\n^^^^^^^^^^^^^^^^^^^^\n\n``elasticsearch_loader --index-settings-file samples/mappings.json --index incidents --type incident csv file1.csv file2.csv``\n\nTests and sample data\n~~~~~~~~~~~~~~~~~~~~~\n\nEnd to end and regression tests are located under test directory and can\nrun by running ``./test.py`` Input formats can be found under samples\n\nStargazers over time\n~~~~~~~~~~~~~~~~~~~~\n\n|Stargazers over time|\n\n.. |Build Status| image:: https://travis-ci.org/moshe/elasticsearch_loader.svg?branch=master\n   :target: https://travis-ci.org/moshe/elasticsearch_loader\n.. |Can I Use Python 3?| image:: https://caniusepython3.com/project/elasticsearch-loader.svg\n   :target: https://caniusepython3.com/project/elasticsearch-loader\n.. |PyPI version| image:: https://badge.fury.io/py/elasticsearch_loader.svg\n   :target: https://pypi.python.org/pypi/elasticsearch-loader\n.. |Stargazers over time| image:: https://starcharts.herokuapp.com/moshe/elasticsearch_loader.svg\n   :target: https://starcharts.herokuapp.com/moshe/elasticsearch_loader\n",
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