Why does everyone on Reddit say setting up Great Expectations data tests is a massive headache for small engineering teams
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why does everyone on Reddit say setting up Great Expectations data tests is a massive headache for small engineering teams
2 real searches · 1 real-search pass
Reddit Great Expectations data testing setup headache small team configuration checkpoints expectations criticismGoogle ↗
OBSERVEDReason
Great Expectations GX documentation expectations checkpoints data sources validation definitions migration complexity user experiences RedditGoogle ↗
OBSERVEDOther / navigational
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
Reddit Great Expectations data testing setup headache small team configuration checkpoints expectations criticism Google ↗
Great Expectations GX documentation expectations checkpoints data sources validation definitions migration complexity user experiences Reddit Google ↗
- GX Core overview · docs.greatexpectations.io
- Great Expectations overview · docs.greatexpectations.io
- ETL Transformations Testing/Validation · reddit.com
- Great Expectations is bloaty. What are the alternatives? · reddit.com
- How are you using Great Expectations at your company? · reddit.com
- Limit validation results in Data Docs to customize your GX workflows · greatexpectations.io
- Great expectations is shit · reddit.com
- Documentation · docs.greatexpectations.io
- Documentation · docs.soda.io
- Documentation · docs.getdbt.com
- Documentation · docs.pytest.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Reddit Great Expectations data testing setup headache small team configuration checkpoints expectations criticism OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Great Expectations GX documentation expectations checkpoints data sources validation definitions migration complexity user experiences Reddit OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |