c047c20eaf
test: Add null vector coverage to chaos tests ( #47868 )
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## Summary
Add nullable vector field validation to the chaos test framework via
three independent checkers, following the existing
one-operation-per-checker pattern.
**Related issue**: #47867
### Changes (v2, addressing review feedback)
**Removed** (per review):
- Reverted all modifications to existing `SearchChecker`,
`QueryChecker`, `AddFieldChecker`
- Removed `TestNullVectorDataPersistence` from
`test_data_persistence.py` — persistence verification is covered by
checkers
**New independent checkers (`chaos/checker.py`)**:
| Checker | Op Enum | Responsibility | Frequency |
|---|---|---|---|
| `NullVectorSearchChecker` | `null_vector_search` | Search on nullable
vector fields, NaN distance detection with accumulation threshold (3
consecutive) | `WAIT_PER_OP / 10` |
| `NullVectorQueryChecker` | `null_vector_query` | Query nullable vector
fields, validate null/non-null ratio, fail on all-null (data corruption)
| `WAIT_PER_OP / 10` |
| `AddVectorFieldChecker` | `add_vector_field` | Add nullable
FLOAT_VECTOR + HNSW index + insert + query verification, with vector
field limit guard | `WAIT_PER_OP * 6` |
**Review feedback addressed**:
- Each checker has independent stats and frequency (no sampling bias)
- NaN detection uses accumulation threshold (`NAN_THRESHOLD=3`) to avoid
false positives from transient errors or zero-norm vectors
- `AddVectorFieldChecker` checks vector field limit dynamically via
`describe_collection` (no hardcoded `MAX_FIELD_NUM`)
- Query results are properly validated (no `result = True` hardcode)
**pytest.ini**: disable locust plugin (`-p no:locust`) to fix `--host`
option conflict
### Test Plan
- [x] `checker.py` syntax verified
- [x] New checkers follow existing patterns (TensorSearchChecker,
JsonQueryChecker, GeoQueryChecker)
- [x] No modifications to existing checkers
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Signed-off-by: yanliang567 <82361606+yanliang567@users.noreply.github.com>
2026-02-28 10:33:23 +08:00
bdb56f6053
enhance: Optimize Python test logging from 60MB to 3-5MB per run ( #47253 )
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## Summary
This PR optimizes Python test logging to reduce log file size from 60MB+
to 3-5MB per test run (90%+ reduction) while preserving full debugging
information for failed tests.
related issue: #47256
### Key Improvements
- **Conditional Logging**: PASSED tests save only metadata, FAILED tests
preserve complete logs
- **Memory Buffering**: Eliminates runtime disk I/O (no file writes
during test execution)
- **Unified Reports**: Generates 2 formats
- `test_report.json`: AI-friendly structured data
- `test_report.html`: Human-readable with color-coded logs
- **Worker Parallelism**: Full support for `pytest -n` with data merging
### Performance Impact
| Metric | Before | After | Improvement |
|--------|--------|-------|-------------|
| **Log Size** (15K tests) | 60 MB | 3-5 MB | **-90%+** |
| **Memory Usage** (6 workers) | ~50 MB | ~450 MB | +400 MB |
| **CPU Overhead** | N/A | 0.0004% | Negligible |
| **Runtime I/O** | 75 seconds | 75 ms | **-99.9%** |
### Changes
**New Files:**
- `plugin/log_filter.py`: Conditional log handler with per-test memory
buffers
- `plugin/__init__.py`: Plugin package initialization
**Modified Files:**
- `config/log_config.py`: Simplified config (only JSON/HTML paths)
- `conftest.py`: Register log filter plugin
- `utils/util_log.py`: Removed redundant file handlers
- `utils/api_request.py`: Optimized API request logging
- `check/param_check.py`: Truncate long lists in error messages
- `common/common_func.py`: Removed verbose logging
- `pytest.ini`: Added log filter plugin
**Cleanup:**
- `milvus_client/test_add_field_feature.py`: Removed unused variable
### Test Plan
- [x] Syntax validation: All Python files pass `py_compile`
- [x] Module imports: All modules load successfully
- [x] Data structures: Verified serialization without report/buffer
objects
- [x] Log configuration: Confirmed only necessary attributes present
- [x] Small-scale test (17 tests): ✅ Generated correct JSON + HTML
reports
- [x] Performance analysis: Memory/CPU profiling for 15K test scenario
### Example Output
**test_report.html** (human-readable):
- Beautiful color-coded UI
- Failed tests with full error traceback
- Expandable log sections by level (debug/info/warning/error)
**test_report.json** (AI-friendly):
```json
{
"metadata": { "total_tests": 15000, ... },
"summary": { "passed": 13500, "failed": 1500, ... },
"tests": {
"failed": [
{
"id": "test.py::test_func",
"error": { "type": "AssertionError", ... },
"logs": { "debug": [...], "error": [...] }
}
]
}
}
```
### Memory Safety
For the standard scenario (15K tests, 10% failure, 6 workers):
- Worker memory: ~53 MB each (318 MB total)
- Main process peak: ~112 MB
- Total system: **< 450 MB** ✅ Safe
High-risk scenarios (>30% failure or >50K tests) may require optional
streaming optimizations (documented in performance analysis).
### Backward Compatibility
- ✅ No breaking changes to external APIs
- ✅ Existing test commands work unchanged
- ✅ Compatible with all pytest plugins
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Signed-off-by: Claude Opus 4.5 <noreply@anthropic.com>
Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
2026-01-27 16:37:33 +08:00
464a805c63
test: add dynamicfield.enabled property alter in chaos checker ( #45625 )
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/kind improvement
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2025-11-27 14:53:08 +08:00
228eb0f5d0
test: add more test cases and add bulk insert scenario ( #45770 )
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Issue: #45756
1. add bulk insert scenario
2. fix small issue in e2e cases
3. add search group by test case
4. add timestampstz to gen_all_datatype_collection_schema
5. modify partial update testcase to ensure correct result from
timestamptz field
On branch feature/timestamps
Changes to be committed:
modified: common/bulk_insert_data.py
modified: common/common_func.py
modified: common/common_type.py
modified: milvus_client/test_milvus_client_partial_update.py
modified: milvus_client/test_milvus_client_timestamptz.py
modified: pytest.ini
modified: testcases/test_bulk_insert.py
Signed-off-by: Eric Hou <eric.hou@zilliz.com>
Co-authored-by: Eric Hou <eric.hou@zilliz.com>
2025-11-24 15:21:06 +08:00
aa0870d2ff
test: add e2e-v2 helm for amd ( #45621 )
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Signed-off-by: Zhikun Yao <zhikun.yao@zilliz.com>
2025-11-20 13:45:11 +08:00
e0df44481d
test: refactor checker to using milvus client ( #45524 )
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/kind improvement
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2025-11-20 11:59:08 +08:00
7b26cef3be
test: add group by for fts hybrid search ( #43037 )
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/kind improvement
Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2025-07-02 11:16:50 +08:00
ea339c13c6
test: add cases for async milvus client ( #38699 )
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issue: #38697
Signed-off-by: ThreadDao <yufen.zong@zilliz.com>
2024-12-25 16:54:50 +08:00
ca1f7ab019
test: update import test case to support different dim ( #33709 )
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add test case for https://github.com/milvus-io/milvus/issues/33681
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2024-06-13 17:11:55 +08:00
4ec7cbcae7
test: remove some local config ( #33567 )
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2024-06-05 11:27:50 +08:00
3336b91ce6
test: add channel exclusive balance test and resource group test ( #33093 )
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2024-05-31 13:55:52 +08:00
fe515afc6e
[skip ci] Delete the config of report portal ( #9089 )
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2021-10-02 21:30:04 +08:00
b9f14dc321
[skip ci] Remove unnecessary pytest.ini comment ( #8981 )
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Signed-off-by: ThreadDao <yufen.zong@zilliz.com>
2021-09-30 19:04:21 +08:00
068cc14313
Merge collection test cases from pymilvus and orm ( #7414 )
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Signed-off-by: Binbin Lv <binbin.lv@zilliz.com>
2021-09-01 19:43:59 +08:00
1bd83479aa
Integrate reportportal into nightly CI ( #7246 )
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Signed-off-by: zhuwenxing <wenxing.zhu@zilliz.com>
2021-08-25 15:11:52 +08:00
eff75c7701
Replace sdk source and merge tests and tests20 ( #7182 )
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Signed-off-by: Binbin Lv <binbin.lv@zilliz.com>
2021-08-20 11:00:56 +08:00
yanliang567
zhuwenxing
Feilong Hou
zhikunyao
ThreadDao
binbin