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components of the PredictKube system. It uses Protocol Buffers for efficient serialization and gRPC for service definitions.\n\n## Project Structure\n\nThe project is organized as follows:\n\n- `proto/`: Contains all the `.proto` files defining messages and services\n\n  - `commonproto/`: Common message definitions\n  - `enums/`: Enumeration definitions\n  - `events/`: Event-related message definitions\n  - `health/`: Health check protocol definitions\n  - `services/`: Service interface definitions\n\n- `external/`: Generated Go code from the protobuf definitions\n\n## Key Components\n\n1. **Auth Service**: Handles client management, cluster operations, and authentication\n2. **Provider Service**: Manages metrics retrieval and raw query operations\n3. **ML Engine Service**: Provides machine learning predictions\n4. **Gateway Saver Service**: Handles metric storage and retrieval\n\n## Development\n\n### Prerequisites\n\n- [Go](https://golang.org/dl/)\n- [Protocol Compiler (protoc)](https://grpc.io/docs/protoc-installation/)\n- [protoc-gen-go](https://grpc.io/docs/protoc-installation/)\n- [protoc-gen-go-grpc](https://grpc.io/docs/protoc-installation/)\n\nWe use `.tool-versions` file to specify the versions of tools to use.\nYou can use either [mise-en-place](https://mise.jdx.dev)\nor [asdf](https://asdf-vm.com/) to install the correct versions of tools.\n\n### Generating Go Code\n\nTo generate Go code from the protobuf definitions, use the following command:\n\n```shell\nmake gen-proto\n```\n\nThis will generate the Go files in the `external/` directory.\n\n### Adding Custom Tags\n\nTo add custom tags to the generated Go files, run:\n\n```shell\nmake add-tags\n```\n\nThis uses [protoc-go-inject-tag](https://github.com/favadi/protoc-go-inject-tag) to add custom tags to the generated structs.\n\n## License\n\nThis project is licensed under the Apache License 2.0. See the [LICENSE](LICENSE) file for details.\n\n## Contributing\n\nContributions to PredictKube Proto are welcome. Please ensure that you update the protobuf definitions and regenerate the Go code before submitting a pull request.\n\n## Contact\n\nFor any questions or concerns, please open an issue in this repository.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdysnix%2Fpredictkube-proto","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdysnix%2Fpredictkube-proto","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdysnix%2Fpredictkube-proto/lists"}