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        "description": "RavenPack API - Python client\n=============================\n\nA Python library to consume the\n`RavenPack <https://www.ravenpack.com>`__ API.\n\n`API documentation. <https://www.ravenpack.com/support/>`__\n\nInstallation\n------------\n\n::\n\n    pip install ravenpackapi\n\nAbout\n-----\n\nThe Python client helps managing the API calls to the RavenPack dataset\nserver in a Pythonic way, here are some examples of usage, you can find\nmore in the tests.\n\nUsage\n-----\n\nIn order to be able to use the RavenPack API you will need an API KEY.\nIf you don't already have one please contact your `customer\nsupport <mailto:sales@ravenpack.com>`__ representative.\n\nTo begin using the API you will need to instantiate an API object that\nwill deal with the API calls.\n\nUsing your RavenPack API KEY, you can either set the ``RP_API_KEY``\nenvironment variable or set it in your code:\n\n.. code:: python\n\n    from ravenpackapi import RPApi\n\n    api = RPApi(api_key=\"YOUR_API_KEY\")\n\nCreating a new dataset\n~~~~~~~~~~~~~~~~~~~~~~\n\nTo create a dataset you can call the ``create_dataset`` method of the\nAPI with a Dataset instance.\n\n.. code:: python\n\n    from ravenpackapi import Dataset\n\n    ds = api.create_dataset(\n        Dataset(\n            name=\"New Dataset\",\n            filters={\n                \"relevance\": {\n                    \"$gte\": 90\n                }\n            },\n        )\n    )\n    print(\"Dataset created\", ds)\n\nGetting data from the datasets\n~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~\n\nIn the API wrapper, there are several models that maybe used for\ninteracting with data.\n\nHere is how you may get a dataset definition for a pre-existing dataset\n\n.. code:: python\n\n    # Get the dataset description from the server, here we use 'us30'\n    # one of RavenPack public datasets with the top30 companies in the US  \n\n    ds = api.get_dataset(dataset_id='us30')\n\nDownloads: json\n^^^^^^^^^^^^^^^\n\nThe json endpoint is useful for asking data synchronously, optimized for\nsmall requests, if you need to download big data chunks you may want to\nuse the asynchronous datafile endpoint instead.\n\n.. code:: python\n\n    data = ds.json(\n        start_date='2018-01-05 18:00:00',\n        end_date='2018-01-05 18:01:00',\n    )\n\n    for record in data:\n        print(record)\n\nJson queries are limited to\n\n-  granular datasets: 10,000 records\n-  indicator datasets: 500 entities, timerange 1 year, lookback window 1\n   year\n\nDownloads: datafile\n^^^^^^^^^^^^^^^^^^^\n\nFor bigger requests the datafile endpoint can be used to prepare a\ndatafile asynchronously on the RavenPack server for later retrieval.\n\nRequesting a datafile, will give you back a job object, that will take\nsome time to complete.\n\n.. code:: python\n\n    job = ds.request_datafile(\n        start_date='2018-01-05 18:00:00',\n        end_date='2018-01-05 18:01:00',\n    )\n\n    with open('output.csv') as fp:\n        job.save_to_file(filename=fp.name)\n\nStreaming real-time data\n~~~~~~~~~~~~~~~~~~~~~~~~\n\nIt is possible to subscribe to a real-time stream for a dataset.\n\nOnce you create a streaming connection to the real-time feed with your\ndataset, you will receive analytics records as soon as they are\npublished.\n\nIt is suggested to handle possible disconnection with a retry policy.\nYou can find a `real-time streaming example\nhere <ravenpackapi/examples/get_realtime_news.py>`__.\n\nThe Result object handles the conversion of various fields into the\nappropriate type, i.e. ``record.timestamp_utc`` will be converted to\n``datetime``\n\nEntity mapping\n~~~~~~~~~~~~~~\n\nThe entity mapping endpoint allow you to find the RP\\_ENTITY\\_ID mapped\nto your universe of entities.\n\n.. code:: python\n\n    universe = [\n        \"RavenPack\",\n        {'ticker': 'AAPL'},\n        'California USA',\n        {  # Amazon, specifying various fields\n            \"client_id\": \"12345-A\",\n            \"date\": \"2017-01-01\",\n            \"name\": \"Amazon Inc.\",\n            \"entity_type\": \"COMP\",\n            \"isin\": \"US0231351067\",\n            \"cusip\": \"023135106\",\n            \"sedol\": \"B58WM62\",\n            \"listing\": \"XNAS:AMZN\"\n        },\n\n    ]\n    mapping = api.get_entity_mapping(universe)\n\n    # in this case we match everything\n    assert len(mapping.matched) == len(universe)\n    assert [m.name for m in mapping.matched] == [\n        \"RavenPack International S.L.\",\n        \"Apple Inc.\",\n        \"California, U.S.\",\n        \"Amazon.com Inc.\"\n    ]\n\nEntity reference\n~~~~~~~~~~~~~~~~\n\nThe entity reference endpoint give you all the available information for\nan Entity given the RP\\_ENTITY\\_ID\n\n.. code:: python\n\n    ALPHABET_RP_ENTITY_ID = '4A6F00'\n\n    references = api.get_entity_reference(ALPHABET_RP_ENTITY_ID)\n\n    # show all the names over history\n    for name in references.names:\n        print(name.value, name.start, name.end)\n\n    # print all the ticket valid today\n    for ticker in references.tickers:\n        if ticker.is_valid():\n            print(ticker)\n\nText Analytics\n--------------\n\nAnalyse your own content using RavenPack\u2019s proprietary NLP technology.\n\nUploading a file\n~~~~~~~~~~~~~~~~\n\nUpload a file to the system. In order to successfully have your files\nanalized by RavenPack's text analytics platform, you need to perform the\nfollowing method:\n\n.. code:: python\n\n    f = api.upload.file(\"_orig.doc\")\n\nDifferent options and features are available when uploading a file for\ndevelopment. For more information, please check the user guide found on\nRavenPack's platform.\n\nGetting analytics\n~~~~~~~~~~~~~~~~~\n\nSaves analytics for the processed files. 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