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Dataset Quality Gate - Schema & Data QA

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Apify Dataset data validation and schema validation for JSON rows. Check Dataset ID, Run ID, or pasted items before delivery, automation, or AI/RAG ingestion.

Pricing

Pay per event

Rating

0.0

(0)

Developer

jy-labs

Actor stats

Bookmarked

Total users

Monthly active users

17 days ago

Last modified

Categories

Developer tools

Automation

Record type

type

Optional

Output record type. Always dataset_quality_report for this Actor.

Type:string

Example:

dataset_quality_report

Gate status

status

Optional

Overall report status based on validation errors.

Type:string

Example:

fail

Options:

passfail

Passed

passed

Optional

True when the dataset passed all configured error checks.

Type:boolean

Example:

false

Report name

reportName

Optional

Human-readable name supplied in the input.

Type:string

Example:

Daily lead dataset QA

Total items

totalItems

Optional

Number of dataset items checked.

Type:integer

Example:

250

Fields profiled

fieldCount

Optional

Number of unique top-level fields profiled across the dataset sample.

Type:integer

Example:

Total issues

totalIssues

Optional

Total number of validation issues found.

Type:integer

Example:

Errors

errorCount

Optional

Number of error-severity validation issues.

Type:integer

Example:

Warnings

warningCount

Optional

Number of warning-severity validation issues.

Type:integer

Example:

Issue counts by code

issueCountsByCode

Optional

Issue totals grouped by validation code, such as REQUIRED_FIELD_MISSING, TYPE_MISMATCH, DUPLICATE_UNIQUE_FIELD, or FORMAT_INVALID.

Type:object

Example:

{
  "REQUIRED_FIELD_MISSING": 2,
  "FORMAT_INVALID": 5
}

Source type

sourceType

Optional

External source used for validation: dataset or run. Empty for manually pasted items.

Type:string

Example:

dataset

Source Dataset ID

sourceDatasetId

Optional

Dataset ID fetched for validation when datasetId or runId mode is used.

Type:string

Example:

abc123

Source Run ID

sourceRunId

Optional

Run ID used to resolve the default dataset when runId mode is used.

Type:string

Example:

run123

Source items checked

sourceLoadedItems

Optional

Number of source dataset items loaded and checked.

Type:integer

Example:

1000

Source items available

sourceTotalAvailable

Optional

Total number of items available in the source dataset when reported by Apify.

Type:integer

Example:

2500

Source truncated

sourceTruncated

Optional

True when the Actor checked only part of the source dataset because of offset/maxItems limits.

Type:boolean

Example:

true

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