--- title: "Get diversity metrics data" method: GET path: "/api/{projectId}/raw-data/data-quality/diversity" tags: ["Raw data"] --- # Get diversity metrics data `GET /api/{projectId}/raw-data/data-quality/diversity` ## Request - Base URL: `https://studio.edgeimpulse.com/v1` - URL: `https://studio.edgeimpulse.com/v1/api/{projectId}/raw-data/data-quality/diversity` - Auth: one of: - API key in header `x-api-key` - API key in cookie `jwt` - API key in header `x-jwt-token` - OAuth 2 - Authorization code: `/v1/oauth/authorize` - Client credentials - Implicit: `/v1/oauth/authorize` - Password - Token URL: `/v1/oauth/token` - TypeScript: (a function with typed inputs; its response is checked against the schema) Obtain metrics that describe the similarity and diversity of a dataset. To calculate these metrics, use the `calculateDataQualityMetrics` endpoint. ## Path parameters - `projectId` integer, required ## Response `200` OK - GetDiversityDataResponse - `success` boolean, required: Whether the operation succeeded - `error` string: Optional error description (set if 'success' was false) - `data` object[] - `labelId` number - `maxDistance` number, required - `clusterInfos` object[], required - `idx` integer, required: Unique index of the cluster - `indexes` integer[], required: Indexes of all windows contained in the cluster (for debugging) - `windows` array[], required: The sample ID and window start and end of every window in the cluster - integer[] - `samples` Sample[]: Details of every sample in the cluster - `id` integer, required - `filename` string, required - `signatureValidate` boolean, required: Whether signature validation passed - `signatureMethod` string - `signatureKey` string: Either the shared key or the public key that was used to validate the sample - `created` string, date-time, required: Timestamp when the sample was created on device, or if no accurate time was known on device, the time that the file was processed by the ingestion service. - `lastModified` string, date-time, required: Timestamp when the sample was last modified. - `category` 'training' | 'testing' | 'validation' | 'post-processing', required - `coldstorageFilename` string, required - `label` string, required - `intervalMs` number, required: Interval between two windows (1000 / frequency). NOTE: Previously this value could change depending on whether the sample was resampled. This behavior has been removed. - `frequency` number, required: Frequency of the sample. NOTE: Previously this value could change depending on whether the sample was resampled. This behavior has been removed. - `originalIntervalMs` number, required: DEPRECATED. See "intervalMs". - `originalFrequency` number, required: DEPRECATED. See "frequency". - `deviceName` string - `deviceType` string, required - `sensors` Sensor[], required - `index` integer, required: Index of the sensor (globally, so you can refer back to it in e.g. getSampleAsAudio) - `name` string, required: Name of the axis - `units` string, required: Type of data on this axis. Needs to comply to SenML units (see https://www.iana.org/assignments/senml/senml.xhtml). - `valuesCount` integer, required: Number of readings in this file. If you have multiple datastreams, this is the value count from the datastream with the highest frequency. - `totalLengthMs` number: Total length (in ms.) of this file - `added` string, date-time, required: Timestamp when the sample was added to the current acquisition bucket. - `boundingBoxes` BoundingBox[], required - `label` string, required - `x` integer, required - `y` integer, required - `width` integer, required - `height` integer, required - `boundingBoxesType` 'object_detection' | 'constrained_object_detection', required - `chartType` 'chart' | 'image' | 'video' | 'table', required - `thumbnailVideo` string - `thumbnailVideoFull` string - `isDisabled` boolean, required: True if the current sample is excluded from use - `isProcessing` boolean, required: True if the current sample is still processing (e.g. for video) - `processingJobId` integer: Set when sample is processing and a job has picked up the request - `processingError` boolean, required: Set when processing this sample failed - `processingErrorString` string: Error (only set when processing this sample failed) - `isCropped` boolean, required: Whether the sample is cropped from another sample (and has crop start / end info) - `metadata` object: Sample free form associated metadata - `projectId` integer, required: Unique identifier of the project this sample belongs to - `projectOwnerName` string: Name of the owner of the project this sample belongs to - `projectName` string: Name of the project this sample belongs to - `projectLabelingMethod` 'single_label' | 'object_detection' | 'label_map' - `sha256Hash` string, required: Data sample SHA 256 hash (including CBOR envelope if applicable) - `structuredLabels` StructuredLabel[] - `startIndex` integer, required: Start index of the label (e.g. 0) - `endIndex` integer, required: End index of the label (e.g. 3). This value is inclusive, so { startIndex: 0, endIndex: 3 } covers 0, 1, 2, 3. - `label` string, required: The label for this section. - `labelMap` SampleLabelMapLabels - `type` 'key-values', required - `labels` object, required - `structuredLabelsList` string[] - `createdBySyntheticDataJobId` integer: If this sample was created by a synthetic data job, it's referenced here. - `imageDimensions` object - `width` integer, required - `height` integer, required - `videoUrl` string: Video link, cropped and in original resolution. - `videoUrlFull` string: Video link in original resolution. - `labelMap` SampleLabelMapLabels - `type` 'key-values', required - `labels` object, required - `lastUpdatedBy` union: Information about the entity that last updated a sample. This can be a user, a project API key, an OAuth client, or a dataset version restore operation. - LastUpdatedByUser: The user who last updated a sample. - `type` 'user', required - `id` integer, required: The ID of the user that last updated the sample. - LastUpdatedByProjectApiKey: The project API key that last updated a sample. - `type` 'projectApiKey', required - `id` integer, required: The ID of the project API key that last updated the sample. - LastUpdatedByOAuthClient: The OAuth client that last updated a sample, and the user it is acting on behalf of. - `type` 'oauthClient', required - `oauthClientId` string, required: The ID of the OAuth client that last updated the sample. - `userId` integer: The user ID the OAuth client is acting on behalf of. - LastUpdatedByDatasetVersionRestore: The dataset restore that last updated a sample. - `type` 'datasetVersionRestore', required - `datasetVersionId` integer, required: The ID of the dataset version that last updated the sample. - `groupKey` string, required: A random grouping ID to keep restore snapshots isolated. - `actor` union: The actor that started the dataset restore operation. - … - `datastreams` SampleDatastream[], required - `index` integer, required - `chartType` 'chart' | 'image' | 'video' | 'table', required - `intervalMs` number, required: Interval between two windows (1000 / frequency). - `frequencyHz` number, required: Frequency of the datastream - `sensors` Sensor[], required - `index` integer, required: Index of the sensor (globally, so you can refer back to it in e.g. getSampleAsAudio) - `name` string, required: Name of the axis - `units` string, required: Type of data on this axis. Needs to comply to SenML units (see https://www.iana.org/assignments/senml/senml.xhtml). - `valuesCount` integer, required: Number of readings in this datastream. - `imageDimensions` object - `width` integer, required - `height` integer, required - `totalLengthMs` number, required: Total length (in ms.) of the datastream - `vendiScore` number, required: Raw vendi score - `vendiRatio` number, required: Vendi score expressed as ratio from 0 to 1 - `count` integer, required: The number if windows in the cluster - `distance` number, required: The distance of the cluster from the origin - `leftIdx` integer, nullable, required: The cluster id on the left branch of the dendrogram - `rightIdx` integer, nullable, required: The cluster id on the right branch of the dendrogram --- [API](https://skmtc.dev/edgeimpulse/apis/edge-impulse-api.md) - [All operations](https://skmtc.dev/edgeimpulse/apis/edge-impulse-api/llms.txt) - [OpenAPI document](https://skmtc.dev/edgeimpulse/apis/edge-impulse-api/revisions/e2a976d38427?raw)