fix(weave): object versions query does not confuse deletion status of versions #3866
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WalkthroughThis pull request introduces three new test functions in the tracing tests to verify scenarios involving the deletion and recreation of objects. Additionally, it modifies two SQL query builder functions: one now orders metadata queries by descending creation date and ascending deleted status, while the other uses an aggregation function to select the most recent object value based on creation timestamp. These changes enhance test coverage and refine query precision. Changes
Sequence Diagram(s)sequenceDiagram
participant TestClient
participant Server
participant Database
TestClient->>Server: Publish 3 objects (same name)
Server->>Database: Insert objects
Database-->>Server: Acknowledge insertion
TestClient->>Server: Query objects
Server->>Database: Retrieve objects by name
Database-->>Server: Return 3 objects
TestClient->>Server: Delete one object
Server->>Database: Remove object by ID
Database-->>Server: Confirm deletion
TestClient->>Server: Query remaining objects
Server->>Database: Retrieve objects by name
Database-->>Server: Return updated object list
sequenceDiagram
participant QueryBuilder
participant Database
QueryBuilder->>Database: Execute metadata query (DESC created_at, ASC deleted_at)
Database-->>QueryBuilder: Return sorted results
QueryBuilder->>Database: Execute value query using argMax aggregation
Database-->>QueryBuilder: Return aggregated value (latest val_dump)
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Actionable comments posted: 0
🧹 Nitpick comments (1)
tests/trace/test_objs_query.py (1)
242-287: Comprehensive test for the delete-and-recreate scenario.This test effectively verifies a critical edge case: when objects are deleted and then recreated with the same ID. The test confirms that:
- Objects can be bulk deleted by ID without specifying digests
- New objects with the same ID can be created after deletion
- The query returns only the newly created objects
- Multiple recreated objects are returned in the correct order
One minor suggestion: consider removing the debug print statement on line 286 since it's not necessary for the test.
- for i in range(3): - print("res.objs[i].val", res.objs[i].val) - assert res.objs[i].val["i"] == i + 1 + for i in range(3): + assert res.objs[i].val["i"] == i + 1
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📒 Files selected for processing (2)
tests/trace/test_objs_query.py(1 hunks)weave/trace_server/objects_query_builder.py(2 hunks)
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📓 Path-based instructions (1)
`**/*.py`: Focus on pythonic code patterns. Check for proper...
**/*.py: Focus on pythonic code patterns.
Check for proper exception handling.
Verify type hints usage where applicable.
Look for potential performance improvements.
Don't comment on formatting if black/isort is configured.
Check for proper dependency injection patterns.
Verify proper async handling if applicable.
weave/trace_server/objects_query_builder.pytests/trace/test_objs_query.py
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🔇 Additional comments (3)
weave/trace_server/objects_query_builder.py (2)
292-292:❓ Verification inconclusive
Order clause modified to prioritize non-deleted and recent records.
The query now sorts by creation date in descending order, then by deletion status in ascending order. This improvement ensures that when multiple records exist with the same identifiers, the most recent non-deleted record will be preferred.
🏁 Script executed:
#!/bin/bash # Check if there are any references to the old ordering pattern in the codebase # that might be relying on the previous behavior rg -i "ORDER BY created_at ASC" --type py -C 2 | grep -v "objects_query_builder.py"Length of output: 471
Review Update: Verify Consistent Ordering Across Modules
In
weave/trace_server/objects_query_builder.py, the ORDER BY clause has been updated to:ORDER BY created_at DESC, (deleted_at IS NULL) ASCThis change ensures that non-deleted and recent records are prioritized, as intended.
However, the grep search found that
weave/trace_server/sqlite_trace_server.pystill uses the old ordering clause:ORDER BY created_at ASCPlease verify whether this file should be updated to align with the new ordering logic or if this behavior is intentional.
314-314:✅ Verification successful
Replaced aggregate function to select the most recent value.
Changed from using
any(val_dump)toargMax(val_dump, created_at), which ensures we always get the most recent value rather than an arbitrary one when grouping. This directly addresses the issue with object deletion handling.
🌐 Web query:
What does argMax do in ClickHouse SQL?💡 Result:
The
argMaxfunction in ClickHouse is an aggregate function designed to retrieve a specific value associated with the maximum value of another column. Here's a detailed breakdown of its functionality and use cases:Core Functionality
- Syntax:
argMax(arg, val)
arg: The column or expression whose value you want to return.val: The column or expression used to determine the maximum value.- Purpose: Returns the
argvalue from the row wherevalis the maximum. For example, in a sales table,argMax(product, revenue)returns the product name associated with the highest revenue[1][4].Key Features
Deduplication:
argMaxis widely used to deduplicate rows dynamically by selecting the most recent or relevant record based on a version/timestamp column. For example:SELECT id, argMax(owned_user_id, _peerdb_version) FROM peerdb.public_goals GROUP BY id;This retrieves the latest
owned_user_idfor eachidby using the maximum_peerdb_version[2].Non-Deterministic Handling:
If multiple rows share the same maximumval,argMaxmay return any of the associatedargvalues arbitrarily[4].Materialized Views and Aggregation:
argMaxpairs with ClickHouse engines likeAggregatingMergeTreeto maintain aggregated results efficiently. For example:CREATE MATERIALIZED VIEW ticker_data_mv ENGINE = AggregatingMergeTree AS SELECT toStartOfHour(timestamp) AS timestampHour, symbol, argMaxState(price, timestamp) AS price FROM ticker_data GROUP BY symbol, timestampHour;This materialized view stores the latest price per hour and symbol[5].
Example Use Case
Sales Data Analysis:
Given asaletable:┌─product───┬─revenue─┬───────date─┐ │ Product A │ 150 │ 2024-01-10 │ │ Product B │ 200 │ 2024-01-15 │ │ Product A │ 300 │ 2024-01-20 │ -- Max revenue row │ Product C │ 250 │ 2024-01-22 │ │ Product B │ 100 │ 2024-01-25 │ └───────────┴─────────┴────────────┘The query:
SELECT argMax(product, revenue) AS highest_revenue_product, max(revenue) FROM sale;Returns:
┌─highest_revenue_product─┬─max(revenue)─┐ │ Product A │ 300 │ └─────────────────────────┴──────────────┘Best Practices
- Deduplication: Use
argMaxwith a version/timestamp column to retain the latest record efficiently[2][5].- Performance: Combine with
AggregatingMergeTreeand materialized views for real-time aggregation[5].- Nullable Handling:
argMaxskipsNULLvalues unless explicitly wrapped inNullable[2][4].In summary,
argMaxis essential for scenarios requiring value retrieval based on a maximum condition, deduplication, and real-time aggregation in analytical workflows[1][2][4][5][8].Citations:
- 1: https://www.mafiree.com/readBlog/from-arrays-to-uuids-clickhouse-functions-that-will-surprise-you
- 2: https://docs.peerdb.io/bestpractices/clickhouse_datamodeling
- 3: https://clickhouse.com/docs/sql-reference/aggregate-functions/reference
- 4: https://clickhouse.com/docs/sql-reference/aggregate-functions/reference/argmax
- 5: https://blog.hellmar-becker.de/2025/01/12/clickhouse-data-cookbook-aggregating-latest-values/
- 6: https://clickhouse.com/docs/sql-reference/aggregate-functions/combinators
- 7: https://www.tencentcloud.com/document/product/1129/44435
- 8: Do I need to specifically add ORDER BY clause for aggregate function any or anyLast for default order? ClickHouse/ClickHouse#35492
Aggregate function replacement correctly retrieves the most recent value.
Replaced from usingany(val_dump)toargMax(val_dump, created_at)ensures that the aggregated query now returns the value corresponding to the maximumcreated_at(i.e., the most recent record), which effectively addresses the object deletion handling issue as intended.tests/trace/test_objs_query.py (1)
190-240: Good test coverage for object deletion.This new test thoroughly validates that when objects are deleted, they're properly excluded from query results. The test effectively covers:
- Deleting a single object by digest
- Verifying correct objects remain
- Deleting multiple objects at once
- Verifying all objects are gone
The test structure is clear and follows proper test patterns.
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🧹 Nitpick comments (2)
tests/trace/test_objs_query.py (2)
286-287: Remove debug print statement and consider more robust assertion.The print statement appears to be debugging code that should be removed. Additionally, the assertion is assuming objects are returned in a specific order based on their values, which might be fragile if the query result ordering changes.
- for i in range(3): - print("res.objs[i].val", res.objs[i].val) - assert res.objs[i].val["i"] == i + 1 + # Verify all expected values are present without assuming order + assert {obj.val["i"] for obj in res.objs} == {1, 2, 3}
309-309: Add assertion for deletion count.For consistency with the other test functions, consider adding an assertion to verify the number of objects deleted.
) + assert res.num_deleted == 3
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🔇 Additional comments (2)
tests/trace/test_objs_query.py (2)
190-240: Test structure looks good for deleted object interaction.This test effectively covers querying and deleting objects individually by digest, verifying expected behavior at each step.
190-321: Well-structured tests for object deletion scenarios.These three new test functions provide good coverage for important deletion scenarios:
- Deleting individual objects by digest
- Deleting all objects with a name and recreating them
- Deleting all objects and creating new versions
The tests will help ensure proper handling of object deletion and recreation edge cases.
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🧹 Nitpick comments (2)
tests/trace/test_objs_query.py (2)
293-324: Add assertion for number of deleted objectsThis test properly verifies that new versions are correctly returned after deletion. For consistency with other tests, consider adding an assertion to verify that
num_deletedis 3 in the deletion response.) + assert res.num_deleted == 3 weave.publish({"i": 4}, name="obj_1")
298-304: Test improvement: verify specific values before deletionWhile the test verifies the count of objects, it would be more robust to also verify the specific values of the objects before deletion, similar to line 324 after recreation.
) assert len(res.objs) == 3 + assert all(obj.val["i"] in [1, 2, 3] for obj in res.objs)
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- GitHub Check: Trace nox tests (3, 10, pandas-test)
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- GitHub Check: WeaveJS Lint and Compile
- GitHub Check: Trace nox tests (3, 13, pandas-test)
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- GitHub Check: Trace nox tests (3, 12, pandas-test)
- GitHub Check: Trace nox tests (3, 12, scorers)
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- GitHub Check: Trace nox tests (3, 12, trace_server)
- GitHub Check: Trace nox tests (3, 12, trace)
- GitHub Check: Trace nox tests (3, 11, pandas-test)
- GitHub Check: Trace nox tests (3, 11, scorers)
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- GitHub Check: Trace nox tests (3, 10, pandas-test)
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- GitHub Check: Trace nox tests (3, 9, pandas-test)
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- GitHub Check: Legacy (Query Service) Python unit tests (1)
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- GitHub Check: Trace nox tests (3, 13, pandas-test)
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- GitHub Check: Trace nox tests (3, 12, pandas-test)
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- GitHub Check: Trace nox tests (3, 11, pandas-test)
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- GitHub Check: Trace nox tests (3, 10, pandas-test)
- GitHub Check: Trace nox tests (3, 10, scorers)
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- GitHub Check: Trace nox tests (3, 9, pandas-test)
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- GitHub Check: Legacy (Query Service) Python unit tests (1)
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- GitHub Check: Trace nox tests (3, 13, pandas-test)
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- GitHub Check: Trace nox tests (3, 12, pandas-test)
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🔇 Additional comments (1)
tests/trace/test_objs_query.py (1)
190-240: Well-structured test for object deletion interaction!This test thoroughly verifies the basic functionality of object deletion by checking that:
- Individual objects can be deleted by digest
- The query properly excludes deleted objects
- Multiple objects can be deleted in a single request
The test provides good coverage for the changes in the query builder.
Comment on lines
+242
to
+291
| def test_objs_query_delete_and_recreate(client: WeaveClient): | ||
| weave.publish({"i": 1}, name="obj_1") | ||
| weave.publish({"i": 2}, name="obj_1") | ||
| weave.publish({"i": 3}, name="obj_1") | ||
|
|
||
| res = client.server.objs_query( | ||
| tsi.ObjQueryReq( | ||
| project_id=client._project_id(), | ||
| filter=tsi.ObjectVersionFilter(latest_only=False), | ||
| ) | ||
| ) | ||
| assert len(res.objs) == 3 | ||
|
|
||
| original_created_at = res.objs[0].created_at | ||
|
|
||
| res = client.server.obj_delete( | ||
| tsi.ObjDeleteReq( | ||
| project_id=client._project_id(), | ||
| object_id="obj_1", | ||
| ) | ||
| ) | ||
| assert res.num_deleted == 3 | ||
|
|
||
| weave.publish({"i": 1}, name="obj_1") | ||
|
|
||
| res = client.server.objs_query( | ||
| tsi.ObjQueryReq( | ||
| project_id=client._project_id(), | ||
| filter=tsi.ObjectVersionFilter(latest_only=False), | ||
| ) | ||
| ) | ||
| assert len(res.objs) == 1 | ||
| assert res.objs[0].val["i"] == 1 | ||
| assert res.objs[0].created_at > original_created_at | ||
|
|
||
| weave.publish({"i": 2}, name="obj_1") | ||
| weave.publish({"i": 3}, name="obj_1") | ||
|
|
||
| res = client.server.objs_query( | ||
| tsi.ObjQueryReq( | ||
| project_id=client._project_id(), | ||
| filter=tsi.ObjectVersionFilter(latest_only=False), | ||
| ) | ||
| ) | ||
| assert len(res.objs) == 3 | ||
|
|
||
| for i in range(3): | ||
| print("res.objs[i].val", res.objs[i].val) | ||
| assert res.objs[i].val["i"] == i + 1 | ||
|
|
There was a problem hiding this comment.
🛠️ Refactor suggestion
Remove debugging print statement and verify sorting assumptions
The test logic is solid and thoroughly validates that recreated objects are correctly handled after deletion. However, there are two issues:
- There's a debugging print statement at line 289 that should be removed
- The assertions at lines 289-290 assume objects are returned in a specific order, which might cause flaky tests if the query doesn't guarantee consistent ordering
- for i in range(3):
- print("res.objs[i].val", res.objs[i].val)
- assert res.objs[i].val["i"] == i + 1
+ # Check all values are present without assuming order
+ actual_values = {obj.val["i"] for obj in res.objs}
+ expected_values = {1, 2, 3}
+ assert actual_values == expected_values📝 Committable suggestion
‼️ IMPORTANT
Carefully review the code before committing. Ensure that it accurately replaces the highlighted code, contains no missing lines, and has no issues with indentation. Thoroughly test & benchmark the code to ensure it meets the requirements.
Suggested change
| def test_objs_query_delete_and_recreate(client: WeaveClient): | |
| weave.publish({"i": 1}, name="obj_1") | |
| weave.publish({"i": 2}, name="obj_1") | |
| weave.publish({"i": 3}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 3 | |
| original_created_at = res.objs[0].created_at | |
| res = client.server.obj_delete( | |
| tsi.ObjDeleteReq( | |
| project_id=client._project_id(), | |
| object_id="obj_1", | |
| ) | |
| ) | |
| assert res.num_deleted == 3 | |
| weave.publish({"i": 1}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 1 | |
| assert res.objs[0].val["i"] == 1 | |
| assert res.objs[0].created_at > original_created_at | |
| weave.publish({"i": 2}, name="obj_1") | |
| weave.publish({"i": 3}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 3 | |
| for i in range(3): | |
| print("res.objs[i].val", res.objs[i].val) | |
| assert res.objs[i].val["i"] == i + 1 | |
| def test_objs_query_delete_and_recreate(client: WeaveClient): | |
| weave.publish({"i": 1}, name="obj_1") | |
| weave.publish({"i": 2}, name="obj_1") | |
| weave.publish({"i": 3}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 3 | |
| original_created_at = res.objs[0].created_at | |
| res = client.server.obj_delete( | |
| tsi.ObjDeleteReq( | |
| project_id=client._project_id(), | |
| object_id="obj_1", | |
| ) | |
| ) | |
| assert res.num_deleted == 3 | |
| weave.publish({"i": 1}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 1 | |
| assert res.objs[0].val["i"] == 1 | |
| assert res.objs[0].created_at > original_created_at | |
| weave.publish({"i": 2}, name="obj_1") | |
| weave.publish({"i": 3}, name="obj_1") | |
| res = client.server.objs_query( | |
| tsi.ObjQueryReq( | |
| project_id=client._project_id(), | |
| filter=tsi.ObjectVersionFilter(latest_only=False), | |
| ) | |
| ) | |
| assert len(res.objs) == 3 | |
| # Check all values are present without assuming order | |
| actual_values = {obj.val["i"] for obj in res.objs} | |
| expected_values = {1, 2, 3} | |
| assert actual_values == expected_values |
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| @@ -311,7 +324,7 @@ def make_objects_val_query_and_parameters( | |||
| project_id: str, object_ids: list[str], digests: list[str] | |||
| ) -> tuple[str, dict[str, Any]]: | |||
| query = """ | |||
| SELECT object_id, digest, any(val_dump) | |||
There was a problem hiding this comment.
This was causing us to return null values for objects that were deleted and then recreated. Sometimes we selected the val_dump from the deletion event row.
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gtarpenning
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Mar 19, 2025
gtarpenning
approved these changes
Mar 19, 2025
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Description
Fixes a few bugs that occur for
object_versionsrows that represent the creation and deletion of a single object version and have yet to be merged. Sometimes our query for object versions returns the row for the creation event, and sometimes it returns the row for the deletion event. The effect is sometimes deleted object versions are returned by our query, and sometimes recreated objects are not.Summary by CodeRabbit
Tests
Refactor