{
  "nodes": [
    {
      "id": "b7bb7198",
      "name": "preprocess_shuttles_node",
      "tags": ["preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "task",
      "modular_pipelines": ["data_processing"],
      "parameters": {}
    },
    {
      "id": "f192326a",
      "name": "data_processing.shuttles",
      "tags": ["preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "data",
      "modular_pipelines": ["data_processing"],
      "layer": "raw",
      "dataset_type": "pandas.excel_dataset.ExcelDataset"
    },
    {
      "id": "e5a9ec27",
      "name": "data_processing.preprocessed_shuttles",
      "tags": ["features", "preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "data",
      "modular_pipelines": ["data_processing"],
      "layer": "intermediate",
      "dataset_type": "pandas.csv_dataset.CSVDataset"
    },
    {
      "id": "c09084f2",
      "name": "preprocess_companies_node",
      "tags": ["preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "task",
      "modular_pipelines": ["data_processing"],
      "parameters": {}
    },
    {
      "id": "0abef172",
      "name": "data_processing.companies",
      "tags": ["preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "data",
      "modular_pipelines": ["data_processing"],
      "layer": "raw",
      "dataset_type": "pandas.csv_dataset.CSVDataset"
    },
    {
      "id": "daf35ba0",
      "name": "data_processing.preprocessed_companies",
      "tags": ["features", "preprocessing"],
      "pipelines": ["dp", "__default__"],
      "type": "data",
      "modular_pipelines": ["data_processing"],
      "layer": "intermediate",
      "dataset_type": "pandas.csv_dataset.CSVDataset"
    },
    {
      "id": "47b81aa6",
      "name": "create_model_input_table_node",
      "tags": ["features"],
      "pipelines": ["dp", "__default__"],
      "type": "task",
      "modular_pipelines": ["data_processing"],
      "parameters": {}
    },
    {
      "id": "90ebe5f3",
      "name": "data_processing.reviews",
      "tags": ["features"],
      "pipelines": ["dp", "__default__"],
      "type": "data",
      "modular_pipelines": ["data_processing"],
      "layer": "raw",
      "dataset_type": "pandas.csv_dataset.CSVDataset"
    },
    {
      "id": "23c94afb",
      "name": "model_input_table",
      "tags": ["features", "split"],
      "pipelines": ["dp", "__default__", "ds"],
      "type": "data",
      "modular_pipelines": [],
      "layer": "primary",
      "dataset_type": "pandas.csv_dataset.CSVDataset"
    },
    {
      "id": "65d0d789",
      "name": "split_data_node",
      "tags": ["split"],
      "pipelines": ["__default__", "ds"],
      "type": "task",
      "modular_pipelines": ["data_science"],
      "parameters": {
        "test_size": 0.2,
        "random_state": 3,
        "features": [
          "engines",
          "passenger_capacity",
          "crew",
          "d_check_complete",
          "moon_clearance_complete",
          "iata_approved",
          "company_rating",
          "review_scores_rating"
        ]
      }
    },
    {
      "id": "f1f1425b",
      "name": "parameters",
      "tags": ["split"],
      "pipelines": ["__default__", "ds"],
      "type": "parameters",
      "modular_pipelines": [],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "172a0602",
      "name": "data_science.X_train",
      "tags": ["split", "train"],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": ["data_science"],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "9c2a8a5e",
      "name": "data_science.X_test",
      "tags": ["split"],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": ["data_science"],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "e5cee9e2",
      "name": "data_science.y_train",
      "tags": ["split", "train"],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": ["data_science"],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "ecc63a8c",
      "name": "data_science.y_test",
      "tags": ["split"],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": ["data_science"],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "90f15f9d",
      "name": "train_model_node",
      "tags": ["train"],
      "pipelines": ["__default__", "ds"],
      "type": "task",
      "modular_pipelines": ["data_science"],
      "parameters": {}
    },
    {
      "id": "04424659",
      "name": "data_science.regressor",
      "tags": ["train"],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": ["data_science"],
      "layer": "models",
      "dataset_type": "pickle.pickle_dataset.PickleDataset"
    },
    {
      "id": "f5e8d7df",
      "name": "evaluate_model_node",
      "tags": [],
      "pipelines": ["__default__", "ds"],
      "type": "task",
      "modular_pipelines": ["data_science"],
      "parameters": {}
    },
    {
      "id": "966b9734",
      "name": "metrics",
      "tags": [],
      "pipelines": ["__default__", "ds"],
      "type": "data",
      "modular_pipelines": [],
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "data_processing",
      "name": "data_processing",
      "tags": [],
      "pipelines": ["dp", "__default__"],
      "type": "modularPipeline",
      "modular_pipelines": null,
      "layer": null,
      "dataset_type": null
    },
    {
      "id": "data_science",
      "name": "data_science",
      "tags": [],
      "pipelines": ["__default__", "ds"],
      "type": "modularPipeline",
      "modular_pipelines": null,
      "layer": null,
      "dataset_type": null
    }
  ],
  "edges": [
    { "source": "23c94afb", "target": "data_science" },
    { "source": "daf35ba0", "target": "47b81aa6" },
    { "source": "data_science", "target": "966b9734" },
    { "source": "47b81aa6", "target": "23c94afb" },
    { "source": "e5cee9e2", "target": "90f15f9d" },
    { "source": "f192326a", "target": "b7bb7198" },
    { "source": "65d0d789", "target": "172a0602" },
    { "source": "f1f1425b", "target": "65d0d789" },
    { "source": "90ebe5f3", "target": "data_processing" },
    { "source": "f5e8d7df", "target": "966b9734" },
    { "source": "e5a9ec27", "target": "47b81aa6" },
    { "source": "65d0d789", "target": "9c2a8a5e" },
    { "source": "data_processing", "target": "23c94afb" },
    { "source": "f1f1425b", "target": "data_science" },
    { "source": "f192326a", "target": "data_processing" },
    { "source": "172a0602", "target": "90f15f9d" },
    { "source": "9c2a8a5e", "target": "f5e8d7df" },
    { "source": "ecc63a8c", "target": "f5e8d7df" },
    { "source": "b7bb7198", "target": "e5a9ec27" },
    { "source": "90f15f9d", "target": "04424659" },
    { "source": "23c94afb", "target": "65d0d789" },
    { "source": "04424659", "target": "f5e8d7df" },
    { "source": "90ebe5f3", "target": "47b81aa6" },
    { "source": "65d0d789", "target": "e5cee9e2" },
    { "source": "0abef172", "target": "data_processing" },
    { "source": "65d0d789", "target": "ecc63a8c" },
    { "source": "0abef172", "target": "c09084f2" },
    { "source": "c09084f2", "target": "daf35ba0" }
  ],
  "layers": ["raw", "intermediate", "primary", "models"],
  "tags": [
    { "id": "features", "name": "features" },
    { "id": "preprocessing", "name": "preprocessing" },
    { "id": "split", "name": "split" },
    { "id": "train", "name": "train" }
  ],
  "pipelines": [
    { "id": "__default__", "name": "__default__" },
    { "id": "dp", "name": "dp" },
    { "id": "ds", "name": "ds" }
  ],
  "modular_pipelines": {
    "__root__": {
      "id": "__root__",
      "name": "__root__",
      "inputs": [],
      "outputs": [],
      "children": [
        { "id": "data_processing", "type": "modularPipeline" },
        { "id": "23c94afb", "type": "data" },
        { "id": "966b9734", "type": "data" },
        { "id": "f1f1425b", "type": "parameters" },
        { "id": "data_science", "type": "modularPipeline" }
      ]
    },
    "data_processing": {
      "id": "data_processing",
      "name": "data_processing",
      "inputs": ["90ebe5f3", "0abef172", "f192326a"],
      "outputs": ["23c94afb"],
      "children": [
        { "id": "e5a9ec27", "type": "data" },
        { "id": "f192326a", "type": "data" },
        { "id": "90ebe5f3", "type": "data" },
        { "id": "daf35ba0", "type": "data" },
        { "id": "47b81aa6", "type": "task" },
        { "id": "0abef172", "type": "data" },
        { "id": "c09084f2", "type": "task" },
        { "id": "b7bb7198", "type": "task" }
      ]
    },
    "data_science": {
      "id": "data_science",
      "name": "data_science",
      "inputs": ["f1f1425b", "23c94afb"],
      "outputs": ["966b9734"],
      "children": [
        { "id": "ecc63a8c", "type": "data" },
        { "id": "172a0602", "type": "data" },
        { "id": "04424659", "type": "data" },
        { "id": "e5cee9e2", "type": "data" },
        { "id": "9c2a8a5e", "type": "data" },
        { "id": "f5e8d7df", "type": "task" },
        { "id": "65d0d789", "type": "task" },
        { "id": "90f15f9d", "type": "task" }
      ]
    }
  },
  "selected_pipeline": "__default__"
}