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You can use a Python virtual environment, as shown below.\n\n## First-time set up\n\n`$ sh INSTALL.sh`\n\n`$ python3.10 -m venv venv`\n\n`$ source venv/bin/activate`\n\n`$ pip install -r requirements.txt`\n\nThe correct Python configuration is needed for transaction validation.\n\n## Running KV service\n\nIf your virtual environment is not already active:\n\n`$ source venv/bin/activate`\n\nRun the script to start 4 local nodes\n\n`$ sh service/tools/start_kv_service_sdk.sh`\n\n## Running Crow service (HTTP endpoints)\n\n`$ bazel build service/http_server/crow_service_main`\n\n`$ bazel-bin/service/http_server/crow_service_main service/tools/config/interface/client.config service/http_server/server_config.config`\n\nFor a list of endpoints visit [here](./service/http_server/README.md)\n\n## Testing\n\n`$ bazel-bin/service/kv_service/kv_service_tools service/tools/config/interface/service.config set test 1234`\n\n## Running the driver\n\nExamples of using the driver can be seen in [test_driver](/test_driver.py)\n\nReplace the db_root_url with the address of the ResilientDB HTTP endpoints e.g. `127.0.0.1:18000`\n\n\n## TODO\n- Setting up linting (using [black](https://github.com/psf/black)) through github hooks\n- convert the sdk into a package (for pip install)\n- Potentially have a docker setup which fetched the Resdb image and runs it locally\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapache%2Fincubator-resilientdb-python-sdk","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fapache%2Fincubator-resilientdb-python-sdk","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fapache%2Fincubator-resilientdb-python-sdk/lists"}