Real ChatGPT answer · index seedvkRxMx2JCMYcompleteB2B software · data and analytics platformsinformational
Is there a way to integrate basic data observability into our existing Airflow pipelines without paying for a dedicated third-party platform?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is there a way to integrate basic data observability into our existing Airflow pipelines without paying for a dedicated third-party platform?
3 real searches · 1 real-search pass
Apache Airflow documentation callbacks metrics monitoring OpenLineage integration data quality Great Expectations open sourceGoogle ↗
OBSERVED
OpenLineage Airflow integration documentation facets datasets jobs runsGoogle ↗
OBSERVED
Great Expectations open source checkpoint Airflow integration documentationGoogle ↗
OBSERVED
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Apache Airflow documentation callbacks metrics monitoring OpenLineage integration data quality Great Expectations open source Google ↗
OpenLineage Airflow integration documentation facets datasets jobs runs Google ↗
Great Expectations open source checkpoint Airflow integration documentation Google ↗
- OpenLineage Airflow integration — apache-airflow-providers-openlineage Documentation · airflow.apache.org
- GitHub - OpenLineage/OpenLineage: An Open Standard for lineage metadata collection · github.com
- Callbacks · live-docs-airflow-apache-org.s3.us-east-2.amazonaws.com
- Metrics Configuration · live-docs-airflow-apache-org.s3.us-east-2.amazonaws.com
- airflow/airflow-core/docs/administration-and-deployment/logging-monitoring/metrics.rst at main · apache/airflow · github.com
- About Great Expectations OSS · docs.greatexpectations.io
- Use GX with dbt · docs.greatexpectations.io
- Airflow monitoring · airflow.apache.org
- OpenLineage Airflow provider · airflow.apache.org
- Marquez · marquezproject.ai
- Grafana OSS · grafana.com
- Prometheus · prometheus.io
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Apache Airflow documentation callbacks metrics monitoring OpenLineage integration data quality Great Expectations open source OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenLineage Airflow integration documentation facets datasets jobs runs OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Great Expectations open source checkpoint Airflow integration documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |