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"info": {
"author": "Even Wiik Thomassen",
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"description": "\n ![\"Cognite](\"https://raw.githubusercontent.com/cognitedata/cognite-python-docs/master/img/cognite_logo.png\" "\\"Cognite\\"")
\n\n\n# Cognite Python Replicator\n[](https://jenkins.cognite.ai/job/github-builds/job/cognite-replicator/job/master/)\n[](https://codecov.io/gh/cognitedata/cognite-replicator)\n[](https://cognite-cognite-replicator.readthedocs-hosted.com/en/latest/)\n[](https://pypi.org/project/cognite-replicator/)\n[](https://www.python.org/downloads/release/python-366/)\n\n[](https://github.com/ambv/black)\n\nCognite Replicator is a Python package for replicating data across Cognite Data Fusion (CDF) projects. This package is\nbuilt on top of the Cognite Python SDK.\n\nCopyright 2019 Cognite AS\n\n## Prerequisites\nIn order to start using the Replicator, you need:\n* Python3 (>= 3.6)\n* Two API keys, one for your source tenant and one for your destination tenant. Never include the API key directly in the code or upload the key to github. Instead, set the API key as an environment variable.\n\nThis is how you set the API key as an environment variable on Mac OS and Linux:\n```bash\n$ export COGNITE_SOURCE_API_KEY=\n$ export COGNITE_DESTINATION_API_KEY=\n```\n\n## Installation\nThe replicator is available on [PyPI](https://pypi.org/project/cognite-replicator/), and can also be executed as a standalone script.\n\nTo run it from command line, run:\n```bash\npip install cognite-replicator\npython -m cognite.replicator config/filepath.yml\n```\nIf no file is specified then replicator will use config/default.yml.\n\nAlternatively, build and run it as a docker container. The image is avaible on [docker hub](https://hub.docker.com/r/cognite/cognite-replicator):\n```bash\ndocker build -t cognite-replicator .\ndocker run -it cognite-replicator\n```\n\nFor *Databricks* you can install it on a cluster. First, click on **Libraries** and **Install New**. Choose your library type to be **PyPI**, and enter **cognite-replicator** as Package. Let the new library install and you are ready to replicate!\n\n\n## Usage\n\n### Setup as Python library with src using API keys and destination using OIDC creds\n ```python\nimport os\n\nfrom cognite.client import CogniteClient\n\n# Source\nSRC_API_KEY = os.environ.get(\"COGNITE_SOURCE_API_KEY\")\nSRC_PROJECT = \"Name of source tenant\"\n\n# Destination\nCLIENT_ID = \"Client ID from Azure\"\nCLIENT_SECRET = os.environ.get(\"CDF_CLIENT_SECRET\")\nCLUSTER = \"Name of CDF cluster\"\nSCOPES = [f\"https://{CLUSTER}.cognitedata.com/.default\"]\nTENANT_ID = \"Tenant ID from Azure\"\nTOKEN_URL = f\"https://login.microsoftonline.com/{TENANT_ID}/oauth2/v2.0/token\"\nDST_PROJECT = \"Name of destination tenant\"\nCLIENT_NAME = \"Name of the client application\"\n\n# Config\nBATCH_SIZE = 10000 # this is the max size of a batch to be posted\nNUM_THREADS= 10 # this is the max number of threads to be used\nTIMEOUT = 90\n\nif __name__ == '__main__': # this is necessary because threading\n from cognite.replicator import assets, events, files, time_series, datapoints, sequences, sequence_rows\n\n CLIENT_SRC = CogniteClient(api_key=SRC_API_KEY, client_name=SRC_PROJECT)\n\n CLIENT_DST = CogniteClient(\n token_url=TOKEN_URL,\n token_client_id=CLIENT_ID,\n token_client_secret=CLIENT_SECRET,\n token_scopes=SCOPES,\n project=DST_PROJECT,\n base_url=f\"https://{CLUSTER}.cognitedata.com\",\n client_name=CLIENT_NAME,\n debug=False,\n )\n assets.replicate(CLIENT_SRC, CLIENT_DST)\n events.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n files.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n time_series.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n datapoints.replicate(CLIENT_SRC, CLIENT_DST)\n sequences.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n sequence_rows.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n```\n\n### Setup as Python library with API keys\n```python\nimport os\n\nfrom cognite.client import CogniteClient\n\nSRC_API_KEY = os.environ.get(\"COGNITE_SOURCE_API_KEY\")\nDST_API_KEY = os.environ.get(\"COGNITE_DESTINATION_API_KEY\")\nPROJECT_SRC = \"Name of source tenant\"\nPROJECT_DST = \"Name of destination tenant\"\nCLIENT_NAME = \"cognite-replicator\"\nBATCH_SIZE = 10000 # this is the max size of a batch to be posted\nNUM_THREADS= 10 # this is the max number of threads to be used\nSRC_BASE_URL = \"https://api.cognitedata.com\"\nDST_BASE_URL = \"https://api.cognitedata.com\"\nTIMEOUT = 90\n\nif __name__ == '__main__': # this is necessary because threading\n from cognite.replicator import assets, events, files, time_series, datapoints, sequences, sequence_rows\n\n CLIENT_SRC = CogniteClient(api_key=SRC_API_KEY, project=PROJECT_SRC, base_url=SRC_BASE_URL, client_name=CLIENT_NAME)\n CLIENT_DST = CogniteClient(api_key=DST_API_KEY, project=PROJECT_DST, base_url=DST_BASE_URL, client_name=CLIENT_NAME, timeout=TIMEOUT)\n\n assets.replicate(CLIENT_SRC, CLIENT_DST)\n events.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n files.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n time_series.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n datapoints.replicate(CLIENT_SRC, CLIENT_DST)\n sequences.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n sequence_rows.replicate(CLIENT_SRC, CLIENT_DST, BATCH_SIZE, NUM_THREADS)\n```\n\n### Run it from databricks notebook\n```python\nimport logging\n\nfrom cognite.client import CogniteClient\nfrom cognite.replicator import assets, configure_databricks_logger\n\nSRC_API_KEY = dbutils.secrets.get(\"cdf-api-keys\", \"source-tenant\")\nDST_API_KEY = dbutils.secrets.get(\"cdf-api-keys\", \"destination-tenant\")\n\nCLIENT_SRC = CogniteClient(api_key=SRC_API_KEY, client_name=\"cognite-replicator\")\nCLIENT_DST = CogniteClient(api_key=DST_API_KEY, client_name=\"cognite-replicator\")\n\nconfigure_databricks_logger(log_level=logging.INFO)\nassets.replicate(CLIENT_SRC, CLIENT_DST)\n```\n\n### Development\n\nChange the version in the files\n- replicator/_version.py\n- pyproject.toml\n- .github/workflows/cd.yml\n\n\n## Changelog\nWondering about upcoming or previous changes? Take a look at the [CHANGELOG](https://github.com/cognitedata/cognite-replicator/blob/master/CHANGELOG.md).\n\n## Contributing\nWant to contribute? Check out [CONTRIBUTING](https://github.com/cognitedata/cognite-replicator/blob/master/CONTRIBUTING.md).\n\n",
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