{
"info": {
"author": "Jeffrey Stylos",
"author_email": "jsstylos@us.ibm.com",
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"classifiers": [
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"License :: OSI Approved :: Apache Software License",
"Operating System :: OS Independent",
"Programming Language :: Python",
"Programming Language :: Python :: 2",
"Programming Language :: Python :: 3",
"Topic :: Software Development :: Libraries :: Application Frameworks",
"Topic :: Software Development :: Libraries :: Python Modules"
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"description": "Watson Developer Cloud Python SDK\n=================================\n\n|Build Status| |Slack| |Latest Stable Version| |CLA assistant|\n\nPython client library to quickly get started with the various `Watson\nAPIs `__ services.\n\n Table of Contents\n\n- `Before you begin <#before-you-begin>`__\n- `Installation <#installation>`__\n- `Examples <#examples>`__\n- `Running in IBM Cloud <#running-in-ibm-cloud>`__\n- `Authentication <#authentication>`__\n\n - `Getting credentials <#getting-credentials>`__\n - `IAM <#iam>`__\n - `Username and password <#username-and-password>`__\n\n- `Python version <#python-version>`__\n- `Changes for v1.0 <#changes-for-v10>`__\n- `Changes for v2.0 <#changes-for-v20>`__\n- `Migration <#migration>`__\n- `Configuring the http\n client <#configuring-the-http-client-supported-from-v110>`__\n- `Disable SSL certificate\n verification <#disable-ssl-certificate-verification>`__\n- `Sending request headers <#sending-request-headers>`__\n- `Parsing HTTP response info <#parsing-http-response-info>`__\n- `Dependencies <#dependencies>`__\n- `License <#license>`__\n- `Contributing <#contributing>`__\n\nBefore you begin\n----------------\n\n- You need an `IBM\n Cloud `__\n account.\n\nInstallation\n------------\n\nNote: We are moving to ``ibm-watson``. All versions prior to v3.0.0 can\nstill be found in ``watson-developer-cloud``\n\nTo install, use ``pip`` or ``easy_install``:\n\n.. code:: bash\n\n pip install --upgrade watson-developer-cloud\n\nor\n\n.. code:: bash\n\n easy_install --upgrade watson-developer-cloud\n\nNote the following:\n\na) If you run into permission issues try:\n\n.. code:: bash\n\n sudo -H pip install --ignore-installed six watson-developer-cloud\n\nFor more details see\n`#225 `__\n\nb) In case you run into problems installing the SDK in DSX, try\n\n ::\n\n !pip install --upgrade pip\n\n Restarting the kernel\n\nFor more details see\n`#405 `__\n\nExamples\n--------\n\nThe\n`examples `__\nfolder has basic and advanced examples. The examples within each service\nassume that you already have `service\ncredentials <#getting-credentials>`__.\n\nRunning in IBM Cloud\n--------------------\n\nIf you run your app in IBM Cloud, the SDK gets credentials from the\n```VCAP_SERVICES`` `__\nenvironment variable.\n\nAuthentication\n--------------\n\nWatson services are migrating to token-based Identity and Access\nManagement (IAM) authentication.\n\n- With some service instances, you authenticate to the API by using\n **`IAM <#iam>`__**.\n- In other instances, you authenticate by providing the **`username and\n password <#username-and-password>`__** for the service instance.\n\n**Note:** Authenticating with the X-Watson-Authorization-Token header is\ndeprecated. The token continues to work with Cloud Foundry services, but\nis not supported for services that use Identity and Access Management\n(IAM) authentication. See `here <#iam>`__ for details.\n\nGetting credentials\n~~~~~~~~~~~~~~~~~~~\n\nTo find out which authentication to use, view the service credentials.\nYou find the service credentials for authentication the same way for all\nWatson services:\n\n1. Go to the IBM Cloud `Dashboard `__ page.\n2. Either click an existing Watson service instance in your `resource\n list `__ or click `**Create resource\n > AI** `__ and create a\n service instance.\n3. Click on the **Manage** item in the left nav bar of your service\n instance.\n\nOn this page, you should be able to see your credentials for accessing\nyour service instance.\n\nSupplying credentials\n~~~~~~~~~~~~~~~~~~~~~\n\nThere are two ways to supply the credentials you found above to the SDK\nfor authentication.\n\nCredential file (easier!)\n^^^^^^^^^^^^^^^^^^^^^^^^^\n\nWith a credential file, you just need to put the file in the right place\nand the SDK will do the work of parsing and authenticating. You can get\nthis file by clicking the **Download** button for the credentials in the\n**Manage** tab of your service instance.\n\nThe file downloaded will be called ``ibm-credentials.env``. This is the\nname the SDK will search for and **must** be preserved unless you want\nto configure the file path (more on that later). The SDK will look for\nyour ``ibm-credentials.env`` file in the following places (in order):\n\n- Your system's home directory\n- The top-level directory of the project you're using the SDK in\n\nAs long as you set that up correctly, you don't have to worry about\nsetting any authentication options in your code. So, for example, if you\ncreated and downloaded the credential file for your Discovery instance,\nyou just need to do the following:\n\n.. code:: python\n\n discovery = DiscoveryV1(version='2018-08-01')\n\nAnd that's it!\n\nIf you're using more than one service at a time in your code and get two\ndifferent ``ibm-credentials.env`` files, just put the contents together\nin one ``ibm-credentials.env`` file and the SDK will handle assigning\ncredentials to their appropriate services.\n\nIf you would like to configure the location/name of your credential\nfile, you can set an environment variable called\n``IBM_CREDENTIALS_FILE``. **This will take precedence over the locations\nspecified above.** Here's how you can do that:\n\n.. code:: bash\n\n export IBM_CREDENTIALS_FILE=\"\"\n\nwhere ```` is something like\n``/home/user/Downloads/.env``.\n\nManually\n^^^^^^^^\n\nIf you'd prefer to set authentication values manually in your code, the\nSDK supports that as well. The way you'll do this depends on what type\nof credentials your service instance gives you.\n\nIAM\n~~~\n\nIBM Cloud is migrating to token-based Identity and Access Management\n(IAM) authentication. IAM authentication uses a service API key to get\nan access token that is passed with the call. Access tokens are valid\nfor approximately one hour and must be regenerated.\n\nYou supply either an IAM service **API key** or an **access token**:\n\n- Use the API key to have the SDK manage the lifecycle of the access\n token. The SDK requests an access token, ensures that the access\n token is valid, and refreshes it if necessary.\n- Use the access token if you want to manage the lifecycle yourself.\n For details, see `Authenticating with IAM\n tokens `__.\n\nSupplying the IAM API key\n^^^^^^^^^^^^^^^^^^^^^^^^^\n\n.. code:: python\n\n # In the constructor, letting the SDK manage the IAM token\n discovery = DiscoveryV1(version='2018-08-01',\n url='',\n iam_apikey='',\n iam_url='') # optional - the default value is https://iam.bluemix.net/identity/token\n\n.. code:: python\n\n # after instantiation, letting the SDK manage the IAM token\n discovery = DiscoveryV1(version='2018-08-01', url='')\n discovery.set_iam_apikey('')\n\nSupplying the access token\n^^^^^^^^^^^^^^^^^^^^^^^^^^\n\n.. code:: python\n\n # in the constructor, assuming control of managing IAM token\n discovery = DiscoveryV1(version='2018-08-01',\n url='',\n iam_access_token='')\n\n.. code:: python\n\n # after instantiation, assuming control of managing IAM token\n discovery = DiscoveryV1(version='2018-08-01', url='')\n discovery.set_iam_access_token('')\n\nUsername and password\n~~~~~~~~~~~~~~~~~~~~~\n\n.. code:: python\n\n from watson_developer_cloud import DiscoveryV1\n # In the constructor\n discovery = DiscoveryV1(version='2018-08-01', url='', username='', password='')\n\n.. code:: python\n\n # After instantiation\n discovery = DiscoveryV1(version='2018-08-01', url='')\n discovery.set_username_and_password('', '')\n\nPython version\n--------------\n\nTested on Python 2.7, 3.4, 3.5, and 3.6.\n\nChanges for v1.0\n----------------\n\nVersion 1.0 focuses on the move to programmatically-generated code for\nmany of the services. See the\n`changelog `__\nfor the details.\n\nChanges for v2.0\n----------------\n\n``DetailedResponse`` which contains the result, headers and HTTP status\ncode is now the default response for all methods.\n\n.. code:: python\n\n from watson_developer_cloud import AssistantV1\n\n assistant = AssistantV1(\n username='xxx',\n password='yyy',\n url='',\n version='2018-07-10')\n\n response = assistant.list_workspaces(headers={'Custom-Header': 'custom_value'})\n print(response.get_result())\n print(response.get_headers())\n print(response.get_status_code())\n\nSee the\n`changelog `__\nfor the details.\n\nMigration\n---------\n\nThis version includes many breaking changes as a result of standardizing\nbehavior across the new generated services. Full details on migration\nfrom previous versions can be found\n`here `__.\n\nConfiguring the http client (Supported from v1.1.0)\n---------------------------------------------------\n\nTo set client configs like timeout use the ``with_http_config()``\nfunction and pass it a dictionary of configs.\n\n.. code:: python\n\n from watson_developer_cloud import AssistantV1\n\n assistant = AssistantV1(\n username='xxx',\n password='yyy',\n url='',\n version='2018-07-10')\n\n assistant.set_http_config({'timeout': 100})\n response = assistant.message(workspace_id=workspace_id, input={\n 'text': 'What\\'s the weather like?'}).get_result()\n print(json.dumps(response, indent=2))\n\nDisable SSL certificate verification\n------------------------------------\n\nFor ICP(IBM Cloud Private), you can disable the SSL certificate\nverification by:\n\n.. code:: python\n\n service.disable_SSL_verification()\n\nSending request headers\n-----------------------\n\nCustom headers can be passed in any request in the form of a ``dict``\nas:\n\n.. code:: python\n\n headers = {\n 'Custom-Header': 'custom_value'\n }\n\nFor example, to send a header called ``Custom-Header`` to a call in\nWatson Assistant, pass the headers parameter as:\n\n.. code:: python\n\n from watson_developer_cloud import AssistantV1\n\n assistant = AssistantV1(\n username='xxx',\n password='yyy',\n url='',\n version='2018-07-10')\n\n response = assistant.list_workspaces(headers={'Custom-Header': 'custom_value'}).get_result()\n\nParsing HTTP response info\n--------------------------\n\nIf you would like access to some HTTP response information along with\nthe response model, you can set the ``set_detailed_response()`` to\n``True``. Since Python SDK ``v2.0``, it is set to ``True``\n\n.. code:: python\n\n from watson_developer_cloud import AssistantV1\n\n assistant = AssistantV1(\n username='xxx',\n password='yyy',\n url='',\n version='2018-07-10')\n\n assistant.set_detailed_response(True)\n response = assistant.list_workspaces(headers={'Custom-Header': 'custom_value'}).get_result()\n print(response)\n\nThis would give an output of ``DetailedResponse`` having the structure:\n\n.. code:: python\n\n {\n 'result': ,\n 'headers': { },\n 'status_code': \n }\n\nYou can use the ``get_result()``, ``get_headers()`` and\nget\\_status\\_code() to return the result, headers and status code\nrespectively.\n\nUsing Websockets\n----------------\n\nThe Text to Speech service supports synthesizing text to spoken audio\nusing web sockets with the ``synthesize_using_websocket``. The Speech to\nText service supports recognizing speech to text using web sockets with\nthe ``recognize_using_websocket``. These methods need a custom callback\nclass to listen to events. Below is an example of\n``synthesize_using_websocket``. Note: The service accepts one request\nper connection.\n\n.. code:: py\n\n from watson_developer_cloud.websocket import SynthesizeCallback\n\n class MySynthesizeCallback(SynthesizeCallback):\n def __init__(self):\n SynthesizeCallback.__init__(self)\n\n def on_audio_stream(self, audio_stream):\n return audio_stream\n\n def on_data(self, data):\n return data\n\n my_callback = MySynthesizeCallback()\n service.synthesize_using_websocket('I like to pet dogs',\n my_callback,\n accept='audio/wav',\n voice='en-US_AllisonVoice'\n )\n\nDependencies\n------------\n\n- `requests `__\n- ``python_dateutil`` >= 2.5.3\n- `responses `__ for testing\n- Following for web sockets support in speech to text\n- ``websocket-client`` 0.48.0\n\nContributing\n------------\n\nSee\n`CONTRIBUTING.md `__.\n\nLicense\n-------\n\nThis library is licensed under the `Apache 2.0\nlicense `__.\n\n.. |Build Status| image:: https://travis-ci.org/watson-developer-cloud/python-sdk.svg?branch=master\n :target: https://travis-ci.org/watson-developer-cloud/python-sdk\n.. |Slack| image:: https://wdc-slack-inviter.mybluemix.net/badge.svg\n :target: https://wdc-slack-inviter.mybluemix.net\n.. |Latest Stable Version| image:: https://img.shields.io/pypi/v/watson-developer-cloud.svg\n :target: https://pypi.python.org/pypi/watson-developer-cloud\n.. |CLA assistant| image:: https://cla-assistant.io/readme/badge/watson-developer-cloud/python-sdk\n :target: https://cla-assistant.io/watson-developer-cloud/python-sdk\n",
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