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Getting started

This component helps you to automatically validate the project in the CleverMaps platform and ensure that nothing was broken in the data or configuration during the updates. Validation is configured with the set of checks.

Currently you can validate following scenarios:

All metrics are computable (real value is returned)
Metric value falls into the expected range
Column has expected distinct values (e.g. fixed string values which are used further in analysis)
Metric is computable on expected dimensions

Configuration

CleverMaps connection

Code Block
{ "project_id": "<YOUR-CLEVERMAPS-PROJECT_ID>", "#access_token": "<YOUR-CLEVERMAPS-TOKEN>", "server_url": "https://secure.clevermaps.io" }

All metrics validation

Code Block
{ "project_id": "<YOUR-CLEVERMAPS-PROJECT_ID>", "#access_token": "<YOUR-CLEVERMAPS-TOKEN>", "server_url": "https://secure.clevermaps.io", "validations": { "metrics_all": [] } }

Expected metric values

Code Block

{
  "project_id": "<YOUR-CLEVERMAPS-PROJECT_ID>",
  "#access_token": "<YOUR-CLEVERMAPS-TOKEN>",
  "server_url": "https://secure.clevermaps.io",
  "validations": {
    "metrics_expected": [
      {
        "metric": "<METRIC-NAME>",
        "expected_between": [
          <EXPECTED-MIN>,
          <EXPECTED-MAX>
        ]
      }
    ]
  }
}

Available datasets

Code Block

{
  "project_id": "<YOUR-CLEVERMAPS-PROJECT_ID>",
  "#access_token": "<YOUR-CLEVERMAPS-TOKEN>",
  "server_url": "https://secure.clevermaps.io",
  "validations": {
    "available_datasets": [
      {
        "metric_name": "<METRIC-NAME>",
        "expected_datasets": [
          "<EXPECTED-DATASET-1>",
          "<EXPECTED-DATASET-2>"",
          "<EXPECTED-DATASET-3>""
        ]
      }
    ]
  }
}

Distinct column values

{ "project_id": "<YOUR-CLEVERMAPS-PROJECT_ID>", "#access_token": "<YOUR-CLEVERMAPS-TOKEN>", "server_url": "https://secure.clevermaps.io", "validations": { "property_values": [ { "property_name": "<DATASET-NAME>.<COLUMN-NAME>", "expected_values": [ <EXPECTED-VALUE-1>, <EXPECTED-VALUE-2>, <EXPECTED-VALUE-3> ] } ] } }

Code Block

Panel

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Versions Compared

Old Version 2

New Version Current

Key

Getting started

Configuration

The content you are trying to reach has been moved here: https://docs.clevermaps.io/docs/projectvalidator-keboola