Real ChatGPT answer · index seedScUx6v6qY5McompleteB2B software · data and analytics platformsinformational
How do I use query profiling to find inefficient joins that are inflating our monthly data warehouse bill during peak business hours
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I use query profiling to find inefficient joins that are inflating our monthly data warehouse bill during peak business hours
3 real searches · 1 real-search pass
Snowflake query profile joins exploding rows partitions scanned bytes spilled official documentationGoogle ↗
OBSERVED
Google BigQuery query execution graph joins shuffle output rows official documentationGoogle ↗
OBSERVED
Databricks query profile join metrics shuffle spill official 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
Snowflake query profile joins exploding rows partitions scanned bytes spilled official documentation Google ↗
Google BigQuery query execution graph joins shuffle output rows official documentation Google ↗
Databricks query profile join metrics shuffle spill official documentation Google ↗
- Monitor query activity with Query History · docs.snowflake.com
- Get query performance insights | BigQuery | Google Cloud Documentation · docs.cloud.google.com
- Optimize query computation | BigQuery | Google Cloud Documentation · docs.cloud.google.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snowflake query profile joins exploding rows partitions scanned bytes spilled official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Google BigQuery query execution graph joins shuffle output rows official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Databricks query profile join metrics shuffle spill official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |