validate_model_config

Validate Vizro dashboard configurations for accuracy and completeness. Returns Python code, PyCafe links for remote files, and automatically opens them if enabled. Ensures proper integration of data files and model settings.

Instructions

Validate Vizro model configuration. Run ALWAYS when you have a complete dashboard configuration.

If successful, the tool will return the python code and, if it is a remote file, the py.cafe link to the chart.
The PyCafe link will be automatically opened in your default browser if auto_open is True.

Args:
    config: Either a JSON string or a dictionary representing a Vizro model configuration
    data_infos: List of DFMetaData objects containing information about the data files
    auto_open: Whether to automatically open the PyCafe link in a browser

Returns:
    ValidationResults object with status and dashboard details

Input Schema

Name	Required	Description	Default
`auto_open`	No
`config`	Yes
`data_infos`	Yes

Input Schema (JSON Schema)

{
  "$defs": {
    "DFMetaData": {
      "properties": {
        "column_names_types": {
          "anyOf": [
            {
              "additionalProperties": {
                "type": "string"
              },
              "type": "object"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Column Names Types"
        },
        "file_location_type": {
          "enum": [
            "local",
            "remote"
          ],
          "title": "File Location Type",
          "type": "string"
        },
        "file_name": {
          "title": "File Name",
          "type": "string"
        },
        "file_path_or_url": {
          "title": "File Path Or Url",
          "type": "string"
        },
        "read_function_string": {
          "enum": [
            "pd.read_csv",
            "pd.read_json",
            "pd.read_html",
            "pd.read_parquet",
            "pd.read_excel"
          ],
          "title": "Read Function String",
          "type": "string"
        }
      },
      "required": [
        "file_name",
        "file_path_or_url",
        "file_location_type",
        "read_function_string"
      ],
      "title": "DFMetaData",
      "type": "object"
    }
  },
  "properties": {
    "auto_open": {
      "default": true,
      "title": "Auto Open",
      "type": "boolean"
    },
    "config": {
      "additionalProperties": true,
      "title": "Config",
      "type": "object"
    },
    "data_infos": {
      "items": {
        "$ref": "#/$defs/DFMetaData"
      },
      "title": "Data Infos",
      "type": "array"
    }
  },
  "required": [
    "config",
    "data_infos"
  ],
  "title": "validate_model_configArguments",
  "type": "object"
}

vizro-mcp

validate_model_config

Instructions

Input Schema

Input Schema (JSON Schema)

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