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        "description": "Datahub Python SDK\n==================\n\n|PyPI version| |Docs| |License| |Implementation|\n\nElegant way to access Datahub Python SDK API.\n`Documentation <http://pydatahub.readthedocs.io/zh_CN/latest/>`__\n\nInstallation\n------------\n\nThe quick way:\n\n.. code:: shell\n\n    $ sudo pip install pydatahub\n\nThe dependencies will be installed automatically.\n\nOr from source code:\n\n.. code:: shell\n\n    $ virtualenv pydatahub_env\n    $ source pydatahub_env/bin/activate\n    $ git clone <git clone URL> pydatahub\n    $ cd pydatahub\n    $ python setup.py install\n\nIf python-dev was not installed, error message like 'Python.h: No such file or directory' will be printed. `See this <https://stackoverflow.com/questions/21530577/fatal-error-python-h-no-such-file-or-directory>`__\n\nIf install in windows, error message like 'Microsoft Visual C++ XX.0 is required', download and install dependency `here <https://wiki.python.org/moin/WindowsCompilers>`__\n\n\nIf network is not available, requirements are in dependency folder:\n\n.. code:: shell\n\n    $ cd dependency\n    $ pip install -r first.txt\n    $ pip install -r second.txt\n\nPython Version\n-------------------\n\nTested on Python 2.7, 3.3, 3.4, 3.5, 3.6 and pypy, Python 3.6 recommended\n\nDependencies\n---------------\n\n-  setuptools (>=39.2.0)\n-  requests (>=2.4.0)\n-  simplejson (>=3.3.0)\n-  six (>=1.1.0)\n-  enum34 (>=1.1.5 for python_version < '3.4')\n-  crcmod (>=1.7)\n-  lz4 (>=2.0.0)\n-  cprotobuf (>=0.1.9)\n\nRun Tests\n---------\n\n-  install tox:\n\n.. code:: shell\n\n    $ pip install -U tox\n\n-  fill datahub/tests/datahub.ini with your configuration\n-  run shell\n\n.. code:: shell\n\n    $ tox\n\nUsage\n-----\n\n.. code:: python\n\n    from datahub import DataHub\n    dh = DataHub('**your-access-id**', '**your-secret-access-key**', endpoint='**your-end-point**')\n\n    # with security token\n    # dh = DataHub('**your-access-id**', '**your-secret-access-key**', endpoint='**your-end-point**', security_token='**your-security-token**')\n\n    # ============================= create project =============================\n\n    project_name = 'my_project_name'\n    comment = 'my project'\n    dh.create_project(project_name, comment)\n\n    # ============================= get project =============================\n\n    project_result = dh.get_project('pydatahub_test')\n    print(project_result)\n\n    # ============================= create tuple topic =============================\n\n    from datahub.models import RecordSchema, FieldType\n    topic_name='tuple_topic_test'\n    shard_count = 3\n    life_cycle = 7\n    comment = 'tuple topic'\n    record_schema = RecordSchema.from_lists(['bigint_field', 'string_field', 'double_field', 'bool_field', 'time_field'],\n                                            [FieldType.BIGINT, FieldType.STRING, FieldType.DOUBLE, FieldType.BOOLEAN, FieldType.TIMESTAMP])\n    dh.create_tuple_topic(project_name, topic_name, shard_count, life_cycle, record_schema, comment)\n\n    # ============================= create blob topic =============================\n\n    topic_name='blob_topic_test'\n    shard_count = 3\n    life_cycle = 7\n    comment = 'blob topic'\n    dh.create_tuple_topic(project_name, topic_name, shard_count, life_cycle, comment)\n\n    # ============================= get topic =============================\n\n    topic_result = dh.get_topic(project_name, topic_name)\n    print(topic_result)\n    print(topic_result.record_schema)\n\n    # ============================= list shard =============================\n\n    shards_result = dh.list_shard(project_name, topic_name)\n    print(shards_result)\n\n    # ============================= put tuple records =============================\n\n    from datahub.models import TupleRecord\n\n    # put records by shard is recommended\n    records0 = []\n    record0 = TupleRecord(schema=record_schema, values=[1, 'yc1', 10.01, True, 1455869335000000])\n    record0.put_attribute('AK', '47')\n    records0.append(record0)\n    put_result = dh.put_records_by_shard('pydatahub_test', 'tuple_topic_test', \"0\", records0)\n\n    # records0 = []\n    # record0 = TupleRecord(schema=record_schema, values=[1, 'yc1', 10.01, True, 1455869335000000])\n    # record0.shard_id = '0'\n    # record0.put_attribute('AK', '47')\n    # records0.append(record0)\n    # put_result = dh.put_records('pydatahub_test', 'tuple_topic_test', records0)\n    print(put_result)\n\n    # ============================= put blob records =============================\n\n    from datahub.models import BlobRecord\n    # put records by shard is recommended\n    data = None\n    with open(os.path.join(root_path, 'tests/resources/datahub.png'), 'rb') as f:\n        data = f.read()\n    records1 = []\n    record1 = BlobRecord(blob_data=data)\n    record1.put_attribute('a', 'b')\n    records1.append(record1)\n    put_result = dh.put_records_by_shard('pydatahub_test', 'blob_topic_test', \"0\" records1)\n\n    # records1 = []\n    # record1 = BlobRecord(blob_data=data)\n    # record1.shard_id = '0'\n    # record1.put_attribute('a', 'b')\n    # records1.append(record1)\n    # put_result = dh.put_records('pydatahub_test', 'blob_topic_test', records1)\n    print(put_result)\n\n    # ============================= get cursor =============================\n\n    from datahub.models import CursorType\n    cursor_result = dh.get_cursor(project_name, topic_name, '0', CursorType.OLDEST)\n    print(cursor_result)\n\n    # ============================= get blob records =============================\n\n    limit = 10\n    blob_cursor_result = dh.get_cursor(project_name, topic_name, '0', CursorType.OLDEST)\n    get_result = dh.get_blob_records(project_name, topic_name, '0', blob_cursor_result.cursor, limit)\n    print(get_result)\n    print(get_result.records)\n    print(get_result.records[0])\n\n    # ============================= get tuple records =============================\n\n    limit = 10\n    tuple_cursor_result = dh.get_cursor(project_name, topic_name, '0', CursorType.OLDEST)\n    get_result = dh.get_tuple_records(project_name, topic_name, '0', record_schema, tuple_cursor_result.cursor, limit)\n    print(get_result)\n    print(get_result.records)\n    print(get_result.records[0].values)\n\nExamples\n-----------\n\nsee more examples in `examples <https://github.com/aliyun/aliyun-datahub-sdk-python/tree/master/examples>`__\n\nRelease\n--------\n\nUpdate `changelog <https://github.com/aliyun/aliyun-datahub-sdk-python/tree/master/changelog.rst>`__, then use `bumpversion <https://github.com/peritus/bumpversion>`__ to update version:\n\n1. bugfix: ``bumpversion patch``\n2. small feature\uff1a``bumpversion minor``\n3. breaking change\uff1a``bumpversion major``\n\nContributing\n------------\n\nFor a development install, clone the repository and then install from\nsource:\n\n::\n\n    git clone https://github.com/aliyun/aliyun-datahub-sdk-python.git\n\nLicense\n-------\n\nLicensed under the `Apache License\n2.0 <https://www.apache.org/licenses/LICENSE-2.0.html>`__\n\n.. |PyPI version| image:: https://img.shields.io/pypi/v/pydatahub.svg?style=flat-square\n   :target: https://pypi.python.org/pypi/pydatahub\n.. |Docs| image:: https://img.shields.io/badge/docs-latest-brightgreen.svg?style=flat-square\n   :target: http://pydatahub.readthedocs.io/zh_CN/latest/\n.. |License| image:: https://img.shields.io/pypi/l/pydatahub.svg?style=flat-square\n   :target: https://github.com/aliyun/aliyun-datahub-sdk-python/blob/master/LICENSE\n.. |Implementation| image:: https://img.shields.io/pypi/implementation/pydatahub.svg?style=flat-square\n",
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