Real ChatGPT answer · index seedJFiviG5es5scompleteB2B software · data and analytics platformscommercial
We are struggling with runaway Snowflake credit consumption from complex JOIN operations in Tableau extracts. What query optimization techniques and third party tools help?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are struggling with runaway Snowflake credit consumption from complex JOIN operations in Tableau extracts. What query optimization techniques and third party tools help?
6 real searches · 1 real-search pass
Snowflake query profile join explosion spilling micro-partition pruning query optimization documentation Tableau extract performanceGoogle ↗
OBSERVEDReason
Snowflake cost optimization third party tools query observability SELECT Starburst? Metaplane Select.dev Monte Carlo Tableau SnowflakeGoogle ↗
OBSERVEDComparison
Tableau Snowflake extract performance optimization incremental refresh custom SQL joins best practicesGoogle ↗
OBSERVEDInstruction
Snowflake query cost observability third party tools SELECT.dev query optimization Snowflake monitoringGoogle ↗
OBSERVEDComparison
Snowflake SQL optimization tools query rewrite Datafold dbt Coalesce Select Starburst Tableau SnowflakeGoogle ↗
OBSERVEDInstruction
Snowflake cost management tools usage monitoring governance Finout Vantage CloudZero SnowflakeGoogle ↗
OBSERVEDComparison
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 (6)
Classes come from the query-classifier (a local Laya model). 6 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
Snowflake query profile join explosion spilling micro-partition pruning query optimization documentation Tableau extract performance Google ↗
Snowflake cost optimization third party tools query observability SELECT Starburst? Metaplane Select.dev Monte Carlo Tableau Snowflake Google ↗
Tableau Snowflake extract performance optimization incremental refresh custom SQL joins best practices Google ↗
Snowflake query cost observability third party tools SELECT.dev query optimization Snowflake monitoring Google ↗
Snowflake SQL optimization tools query rewrite Datafold dbt Coalesce Select Starburst Tableau Snowflake Google ↗
Snowflake cost management tools usage monitoring governance Finout Vantage CloudZero Snowflake Google ↗
- Using query insights to improve performance · docs.snowflake.com
- Cost Optimization · snowflake.com
- Refresh Extracts · help.tableau.com
- SELECT.dev website · select.dev
- dbt website · getdbt.com
- Coalesce website · coalesce.io
- Datadog website · datadoghq.com
- Tableau documentation · help.tableau.com
- SELECT vs. Snowflake's Native Cost Monitoring Features · select.dev
- Workloads · select.dev
- Working with resource monitors · docs.snowflake.com
- Managing cost in Snowflake · docs.snowflake.com
- Programmatic access to Query Profile is now in Public Preview · snowflake.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snowflake query profile join explosion spilling micro-partition pruning query optimization documentation Tableau extract performance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Snowflake cost optimization third party tools query observability SELECT Starburst? Metaplane Select.dev Monte Carlo Tableau Snowflake OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Tableau Snowflake extract performance optimization incremental refresh custom SQL joins best practices OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Snowflake query cost observability third party tools SELECT.dev query optimization Snowflake monitoring OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Snowflake SQL optimization tools query rewrite Datafold dbt Coalesce Select Starburst Tableau Snowflake OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Snowflake cost management tools usage monitoring governance Finout Vantage CloudZero Snowflake OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |