What are the best free tools or open-source profilers to find memory leaks in a Dockerized Python Django app before buying an expensive monitoring suite?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the best free tools or open-source profilers to find memory leaks in a Dockerized Python Django app before buying an expensive monitoring suite?
5 real searches · 1 real-search pass
Memray Python memory profiler official documentation Docker Django memory leak profilingGoogle ↗
OBSERVEDReason
Scalene Python profiler memory profiling official documentationGoogle ↗
OBSERVEDReason
tracemalloc Python documentation memory snapshotsGoogle ↗
OBSERVEDOther / navigational
Django memory leak profiling tools django-silk memory profiler official docsGoogle ↗
OBSERVEDReason
Prometheus Grafana cAdvisor Docker memory monitoring documentationGoogle ↗
OBSERVEDInstruction
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
Memray Python memory profiler official documentation Docker Django memory leak profiling Google ↗
Scalene Python profiler memory profiling official documentation Google ↗
tracemalloc Python documentation memory snapshots Google ↗
Django memory leak profiling tools django-silk memory profiler official docs Google ↗
Prometheus Grafana cAdvisor Docker memory monitoring documentation Google ↗
- Python documentation · docs.python.org
- Documentation · pympler.readthedocs.io
- Documentation · mg.pov.lt
- Silk · silk.readthedocs.io
- GitHub - trik/silk: Silky smooth profiling for Django · github.com
- Monitoring Docker container metrics using cAdvisor · prometheus.io
- Docker monitoring · grafana.com
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Memray Python memory profiler official documentation Docker Django memory leak profiling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Scalene Python profiler memory profiling official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
tracemalloc Python documentation memory snapshots OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Django memory leak profiling tools django-silk memory profiler official docs OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Prometheus Grafana cAdvisor Docker memory monitoring documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |