Real ChatGPT answer · index seedJB39niffquscompleteB2B software · data and analytics platformscommercial
Looking for cheap or free tools to handle query performance troubleshooting across multiple relational databases and data lakes simultaneously.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for cheap or free tools to handle query performance troubleshooting across multiple relational databases and data lakes simultaneously.
7 real searches · 1 real-search pass
open source query performance monitoring troubleshooting multiple databases PostgreSQL MySQL SQL Server Oracle Trino Spark data lake tools Percona PMM Grafana OpenTelemetryGoogle ↗
OBSERVED
Percona Monitoring and Management supported databases query analytics PostgreSQL MySQL MongoDB officialGoogle ↗
OBSERVED
Grafana Alloy OpenTelemetry database query monitoring SQL engines Trino Spark official documentationGoogle ↗
OBSERVED
open source observability SQL query performance data lake Trino Spark query history monitoring toolsGoogle ↗
OBSERVED
Trino query monitoring UI query history explain analyze official documentation Spark History Server SQL UI query performance monitoring officialGoogle ↗
OBSERVED
OpenTelemetry database semantic conventions SQL query spans official docs JDBC instrumentation Spark observability open source SigNoz self hostedGoogle ↗
OBSERVED
Apache Spark SQL UI history server SQL tab query execution details 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 7 queries…
Searches and sources
ChatGPT7 real searches · gpt-6
open source query performance monitoring troubleshooting multiple databases PostgreSQL MySQL SQL Server Oracle Trino Spark data lake tools Percona PMM Grafana OpenTelemetry Google ↗
Percona Monitoring and Management supported databases query analytics PostgreSQL MySQL MongoDB official Google ↗
Grafana Alloy OpenTelemetry database query monitoring SQL engines Trino Spark official documentation Google ↗
open source observability SQL query performance data lake Trino Spark query history monitoring tools Google ↗
Trino query monitoring UI query history explain analyze official documentation Spark History Server SQL UI query performance monitoring official Google ↗
OpenTelemetry database semantic conventions SQL query spans official docs JDBC instrumentation Spark observability open source SigNoz self hosted Google ↗
Apache Spark SQL UI history server SQL tab query execution details official documentation Google ↗
- Website and download · percona.com
- Query Analytics · docs.percona.com
- Percona Monitoring and Management · docs.percona.com
- Grafana · grafana.com
- Prometheus · prometheus.io
- Website · signoz.io
- Database Monitoring · signoz.io
- Documentation · spark.apache.org
- spark/docs/web-ui.md at master · apache/spark · github.com
- Web UI · spark.apache.org
- Documentation · trino.io
- EXPLAIN ANALYZE · trino.io
- Website · opentelemetry.io
- Semantic conventions for SQL databases client operations · opentelemetry.io
- Semantic conventions for database client spans · opentelemetry.io
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.
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
7 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
open source query performance monitoring troubleshooting multiple databases PostgreSQL MySQL SQL Server Oracle Trino Spark data lake tools Percona PMM Grafana OpenTelemetry OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Percona Monitoring and Management supported databases query analytics PostgreSQL MySQL MongoDB official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Grafana Alloy OpenTelemetry database query monitoring SQL engines Trino Spark official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
open source observability SQL query performance data lake Trino Spark query history monitoring tools OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Trino query monitoring UI query history explain analyze official documentation Spark History Server SQL UI query performance monitoring official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
OpenTelemetry database semantic conventions SQL query spans official docs JDBC instrumentation Spark observability open source SigNoz self hosted OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Apache Spark SQL UI history server SQL tab query execution details official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |