{
    "info": {
        "author": "Mourad Mourafiq",
        "author_email": "mourad@polyaxon.com",
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        "classifiers": [
            "Intended Audience :: Developers",
            "Intended Audience :: Science/Research",
            "Operating System :: OS Independent",
            "Programming Language :: Python",
            "Topic :: Scientific/Engineering :: Artificial Intelligence"
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        "description": "[![License: MIT](https://img.shields.io/badge/License-MIT-green.svg)](LICENSE)\n[![Build Status](https://travis-ci.com/polyaxon/polystores.svg?branch=master)](https://travis-ci.com/polyaxon/polystores)\n[![PyPI version](https://badge.fury.io/py/polystores.svg)](https://badge.fury.io/py/polystores)\n[![Codacy Badge](https://api.codacy.com/project/badge/Grade/a33947d729f94f5da7f7390dfeef7f94)](https://www.codacy.com/app/polyaxon/polystores?utm_source=github.com&utm_medium=referral&utm_content=polyaxon/polystores&utm_campaign=Badge_Grade)\n[![Slack](https://img.shields.io/badge/chat-on%20slack-aadada.svg?logo=slack&longCache=true)](https://join.slack.com/t/polyaxon/shared_invite/enQtMzQ0ODc2MDg1ODc0LWY2ZTdkMTNmZjBlZmRmNjQxYmYwMTBiMDZiMWJhODI2ZTk0MDU4Mjg5YzA5M2NhYzc5ZjhiMjczMDllYmQ2MDg)\n\n\n# polystores\n\nPolystores is an abstraction and a collection of clients to interact with cloud storages.\n\n\n## Install\n\n```bash\n$ pip install -U polystores\n```\n\nN.B. this module does not include by default the cloud storage's client requirements \nto keep the library lightweight, the user needs to install the appropriate module to use with `polystores`.\n\n### Install S3\n\n```bash\npip install -U polystores[s3]\n```\n\n### Install GCS\n\n\n```bash\npip install -U polystores[gcs]\n```\n\n### Install Azure Storage\n\n\n```bash\npip install -U polystores[azure]\n```\n\n## Stores\n\nThis module includes clients and stores abstraction that can be used to interact with AWS S3, Azure Storage, and Google Cloud Storage.\n\n\n## S3\n\n### Normal instantiation\n\n```python\nfrom polystores.stores.s3_store import S3Store\n\ns3_store = S3Store(endpoint_url=..., \n                   access_key_id=...,\n                   secret_access_key=...,\n                   session_token=...,\n                   region=...)\n```\n\n\n### Using env vars\n\n```bash\nexport AWS_ENDPOINT_URL=...\nexport AWS_ACCESS_KEY_ID=...\nexport AWS_SECRET_ACCESS_KEY=...\nexport AWS_SECURITY_TOKEN=...\nexprot AWS_REGION=...\n```\n\nAnd then you can instantiate the store\n```python\nfrom polystores.stores.s3_store import S3Store\n\ns3_store = S3Store()\n```\n\n### Using a client\n\n```python\nfrom polystores.stores.s3_store import S3Store\n\ns3_store = S3Store(client=client)\n```\n\n### Important methods\n\n```python\ns3_store.list(bucket_name, prefix='', delimiter='', page_size=None, max_items=None, keys=True, prefixes=True)\ns3_store.list_prefixes(bucket_name, prefix='', delimiter='', page_size=None, max_items=None)\ns3_store.list_keys(bucket_name, prefix='', delimiter='', page_size=None, max_items=None)\ns3_store.check_key(key, bucket_name=None)\ns3_store.get_key(key, bucket_name=None)\ns3_store.read_key(key, bucket_name=None)\ns3_store.upload_bytes(bytes_data, key, bucket_name=None, overwrite=False, encrypt=False, acl=None)\ns3_store.upload_string(string_data, key, bucket_name=None, overwrite=False, encrypt=False, acl=None, encoding='utf-8')\ns3_store.upload_file(filename, key, bucket_name=None, overwrite=False, encrypt=False, acl=None, use_basename=True)\ns3_store.download_file(key, local_path, bucket_name=None, use_basename=True)\ns3_store.upload_dir(dirname, key, bucket_name=None, overwrite=False, encrypt=False, acl=None, use_basename=True)\ns3_store.download_dir(key, local_path, bucket_name=None, use_basename=True)\n```\n\n\n## GCS\n\n### Normal instantiation\n\n```python\nfrom polystores.stores.gcs_store import GCSStore\n\ngcs_store = GCSStore(project_id=..., \n                     credentials=...,\n                     key_path=...,\n                     key_path=...,\n                     scopes=...)\n```\n\n### Using a client\n\n```python\nfrom polystores.stores.gcs_store import GCSStore\n\ngcs_store = GCSStore(client=client)\n```\n\n### Important methods\n\n```python\ngcs_store.list(key, bucket_name=None, path=None, delimiter='/', blobs=True, prefixes=True)\ngcs_store.upload_file(filename, blob, bucket_name=None, use_basename=True)\ngcs_store.download_file(blob, local_path, bucket_name=None, use_basename=True)\ngcs_store.upload_dir(dirname, blob, bucket_name=None, use_basename=True)\ngcs_store.download_dir(blob, local_path, bucket_name=None, use_basename=True)\n```\n\n## Azure Storage\n\n### Normal instantiation\n\n```python\nfrom polystores.stores.azure_store import AzureStore\n\naz_store = AzureStore(account_name=..., \n                      account_key=...,\n                      connection_string=...)\n```\n\n### Using env vars\n\n```bash\nexport AZURE_ACCOUNT_NAME=...\nexport AZURE_ACCOUNT_KEY=...\nexport AZURE_CONNECTION_STRING=...\n```\n\nAnd then you can instantiate the store\n```python\nfrom polystores.stores.azure_store import AzureStore\n\naz_store = AzureStore()\n```\n\n### Using a client\n\n```python\nfrom polystores.stores.azure_store import AzureStore\n\naz_store = AzureStore(client=client)\n```\n\n### Important methods\n\n```python\naz_store.list(key, container_name=None, path=None, delimiter='/', blobs=True, prefixes=True)\naz_store.upload_file(filename, blob, container_name=None, use_basename=True)\naz_store.download_file(blob, local_path, container_name=None, use_basename=True)\naz_store.upload_dir(dirname, blob, container_name=None, use_basename=True)\naz_store.download_dir(blob, local_path, container_name=None, use_basename=True)\n```\n\n## Running tests\n\n```\npytest\n```\n\n\n## License\n\n[![FOSSA Status](https://app.fossa.io/api/projects/git%2Bgithub.com%2Fpolyaxon%2Fpolystores.svg?type=large)](https://app.fossa.io/projects/git%2Bgithub.com%2Fpolyaxon%2Fpolystores?ref=badge_large)\n\n\n",
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