related issue: #44425
1. split insert.py into a few files: upsert.py, insert.py,
partial_upsert.py ...
2. add test for allow insert auto id
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
issue: #43980
This commit optimizes the partial update merge logic by standardizing
nullable field representation before merge operations to avoid corner
cases during the merge process.
Key changes:
- Unify nullable field data format to FULL FORMAT before merge execution
- Add extensive unit tests for bounds checking and edge cases
The optimization ensures:
- Consistent nullable field representation across SDK and internal
- Proper handling of null values during merge operations
- Prevention of index out-of-bounds errors in vector field updates
- Better error handling and validation for partial update scenarios
This resolves issues where different nullable field formats could cause
merge failures or data corruption during partial update operations.
Signed-off-by: Wei Liu <wei.liu@zilliz.com>
related issue #40698
1. add diskann and hnsw index test
2. update gen_row_data and gen_column_data functions
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
related issue: #42918
1. add tests for ttl eventually search
2. add tests for partition key filter
3. improve check query results for output fields
4. verify some fix for rabitq index and update the test accordingly
5. update gen random float vector in (-1, 1) instead of (0,1)
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
1. add assertion for those index not support int8_vector
2. remove dup testcase
3. skip e2e for L2 updates
related issue: #40698
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
related issue: #42604
1. update the test expression for all to L3 for now as it takes too many
hours to complete running. Will improve the performance in next pr.
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
related issue: #40698
1. use vector datat types instead of hard code datatpe names
2. update search pagination tests
3. remove checking distances in search results checking, for knowhere
customize the distances for different metrics and indexes. Now only
assert the distances are sorted correct.
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
1. gen collection name by testcase name
2. update search pagination test with milvus client v2
3. use collection shared mode for some tests
related issue: #40698
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Signed-off-by: yanliang567 <yanliang.qiao@zilliz.com>
