Skip to main content
GET
/
api
/
datasets
/
{dataset_id}
/
drift
Get Dataset Drift
curl --request GET \
  --url https://api.example.com/api/datasets/{dataset_id}/drift \
  --header 'Authorization: Bearer <token>'
{
  "dataset_id": "<string>",
  "updated_at": "<string>",
  "current_snapshot": {
    "captured_at": "<string>",
    "size_bytes": 123,
    "valid_images": 123,
    "invalid_images": 123,
    "class_count": 123,
    "classes": [
      "<string>"
    ],
    "class_distribution": {},
    "dataset_type": "<string>"
  },
  "previous_snapshot": {
    "captured_at": "<string>",
    "size_bytes": 123,
    "valid_images": 123,
    "invalid_images": 123,
    "class_count": 123,
    "classes": [
      "<string>"
    ],
    "class_distribution": {},
    "dataset_type": "<string>"
  },
  "metrics": {
    "valid_images_delta": 123,
    "invalid_images_delta": 123,
    "class_count_delta": 123,
    "size_bytes_delta": 123,
    "valid_images_pct_change": 123,
    "invalid_images_pct_change": 123,
    "class_count_pct_change": 123,
    "size_bytes_pct_change": 123,
    "added_classes": [
      "<string>"
    ],
    "removed_classes": [
      "<string>"
    ],
    "class_distribution_drift": 123,
    "class_distribution_delta": {},
    "dataset_type_changed": false,
    "label_set_similarity": 123,
    "label_set_drift": 123,
    "drift_score": 123,
    "signal_scores": {},
    "dominant_signal": "<string>",
    "signal_reasons": [
      "<string>"
    ],
    "advanced_metrics": {}
  },
  "history": [
    {
      "action_type": "<string>",
      "summary": "<string>",
      "created_at": "<string>",
      "actor": "<string>",
      "metrics": {
        "valid_images_delta": 123,
        "invalid_images_delta": 123,
        "class_count_delta": 123,
        "size_bytes_delta": 123,
        "valid_images_pct_change": 123,
        "invalid_images_pct_change": 123,
        "class_count_pct_change": 123,
        "size_bytes_pct_change": 123,
        "added_classes": [
          "<string>"
        ],
        "removed_classes": [
          "<string>"
        ],
        "class_distribution_drift": 123,
        "class_distribution_delta": {},
        "dataset_type_changed": false,
        "label_set_similarity": 123,
        "label_set_drift": 123,
        "drift_score": 123,
        "signal_scores": {},
        "dominant_signal": "<string>",
        "signal_reasons": [
          "<string>"
        ],
        "advanced_metrics": {}
      },
      "snapshot": {
        "captured_at": "<string>",
        "size_bytes": 123,
        "valid_images": 123,
        "invalid_images": 123,
        "class_count": 123,
        "classes": [
          "<string>"
        ],
        "class_distribution": {},
        "dataset_type": "<string>"
      },
      "details": {}
    }
  ]
}

Authorizations

Authorization
string
header
required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Headers

X-API-Key
string | null

Path Parameters

dataset_id
string
required

Cookies

antidote_session
string | null

Response

Successful Response

dataset_id
string
required
updated_at
string | null
current_snapshot
DataDriftSnapshot · object
previous_snapshot
DataDriftSnapshot · object
metrics
DataDriftMetrics · object
history
DataDriftEvent · object[]