cvfs/ml/project.json

{
  "name": "ml",
  "root": "ml",
  "sourceRoot": "ml",
  "projectType": "application",
  "implicitDependencies": ["alveslib"],
  "targets": {
    "dev": {
      "executor": "nx:run-commands",
      "options": {
        "cwd": "ml",
        "command": "uvicorn inference:app --host 0.0.0.0 --port 8000 --reload"
      }
    },
    "build": {
      "executor": "nx:run-commands",
      "options": {
        "command": "uv run python -m compileall ml"
      }
    },
    "etl": {
      "executor": "nx:run-commands",
      "cache": true,
      "inputs": [
        "default",
        "{workspaceRoot}/ml/configs/data/**/*.yaml"
      ],
      "outputs": ["{workspaceRoot}/ml/data/processed"],
      "options": {
        "command": "uv run python -m ml.data.etl --config ml/configs/data/default.yaml --output ml/data/processed"
      }
    },
    "train": {
      "executor": "nx:run-commands",
      "cache": true,
      "dependsOn": ["etl"],
      "inputs": [
        "default",
        "{workspaceRoot}/ml/configs/train/**/*.yaml",
        "{workspaceRoot}/ml/configs/data/**/*.yaml",
        "{workspaceRoot}/ml/data/processed/**"
      ],
      "outputs": [
        "{workspaceRoot}/ml/models/weights",
        "{workspaceRoot}/ml/tensorboard"
      ],
      "options": {
        "command": "uv run python -m ml.models.train --config ml/configs/train/default.yaml --dataset ml/data/processed/dataset.pt --weights ml/models/weights/model.pt"
      }
    },
    "lint": {
      "executor": "nx:run-commands",
      "options": {
        "command": "uv run ruff check ml"
      }
    },
    "typecheck": {
      "executor": "nx:run-commands",
      "options": {
        "command": "uv run mypy ml"
      }
    },
    "test": {
      "executor": "nx:run-commands",
      "options": {
        "command": "uv run pytest ml -v"
      }
    }
  }
}