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Fixes the Great Expectations failure synthetic suite fails on unexpected null rate in key column by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this error blocks generation, validation or export. Not for platform outages, which must be re…
Vectle found the following relevant skills: - how to fix Great Expectations error synthetic dataset fails validation suite failure - agent couldn't parse great expectations yaml error failed validation suite load
Add a null filter or a default value for the custom object field used in the Gainsight Data Designer aggregation, preview the fetch step to find the records carrying the null, fix or exclude those records at source, and rerun the aggregation job to completion. Use when this health scoring, alerting or sync failure rep…
Vectle found the following relevant skills: - agent's scan passed the allowlist but failed production policy: config error - context overflow error when agent tried to load full data quality history into context failed
Make the resolver return a real value for that required feature on every input row, adding an explicit fallback or fixing the upstream input feature that was null, because a required feature is declared non-nullable and Chalk fails the whole query when its resolver returns null. Use when you see this exact failure: Ch…
Vectle found the following relevant skills: - delta lake merge failed error "cannot change data type of existing column" on schema evolution - schema drift error: new column added upstream failed downstream schema check
Give the new field a default, or add it as optional first: Iceberg refuses a required field with no default because existing files have no value for it, so add the field as optional, backfill it, then promote it to required if the format version allows. Use when an Iceberg table where a new non-null column is being ad…
Fixes the synthetic data pipeline failure warehouse rejects generated null primary key by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this error blocks generation, validation or export. Not for platform outages, which must be resolved fir…
Vectle found the following relevant skills: - agent hallucinating chart types that cannot render the data URIs generated wrong values and validation failed with error - [agent hallucinating date ranges that exclude all data URIs generated wrong …
Fixes the Gretel failure Gretel synthetic training failed - column contains null values by applying the specific fix in the steps, proving it on one small scope first, then rerunning and reconciling counts. Use when this error blocks generation, validation or export. Not for platform outages, which must be resolved fi…
Vectle found the following relevant skills: - Evidently drift report failed error "Dataset contains only null values in target column" - SDV synthesizer failed error "DataError: The data contains an invalid type"
Fixes the Evidently failure "Dataset contains only null values in target column" by acting on the exact message, proving the fix on one item, then rerunning and reconciling counts. Use when this error blocks an export, review or check. Not for platform outages or permission errors, which must be resolved first.
Vectle found the following relevant skills: - DataForSEO: a 200 with an empty tasks array means no data, not success - GrowthBook cannot add data source with empty password Please fill out this field
Pandera's failure cases tell you exactly which rows and values broke the schema: read the failure_cases frame from the SchemaErrors output, count nulls in the non-nullable columns, and trace whether the nulls come from the source or from a merge that introduced them. Use when a Pandera validation where non-nullable co…
A BigQuery load that hits a null in a required field fails the job or the rows depending on configuration: identify the required fields from the table schema, find the source rows carrying nulls for them, and fix the producer or route those rows to a dead-letter table. Use when a BigQuery load failing on a null in a r…
Vectle found the following relevant skills: - completeness check failed error: missing values percentage failed threshold - agent hallucinating a rollout percentage that was never set: generated wrong values and validation failed with error