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feat(eap): Add support for extrapolation #6536

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feat(eap): Add support for extrapolation #6536

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@davidtsuk davidtsuk commented Nov 7, 2024 •
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Added support for EXTRAPOLATION_MODE_SAMPLE_WEIGHTED

@davidtsuk davidtsuk requested review from a team as code owners November 7, 2024 22:23
volokluev
volokluev reviewed Nov 7, 2024
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snuba/query/processors/logical/optional_attribute_aggregation.py Outdated
if func_param.column.column_name in self._attribute_column_names:
return True
return False
def find_subscriptable_reference(exp: Expression) -> SubscriptableReference:
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why do you need to do this? transform expressions will already iterate through every expression in the query

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@davidtsuk davidtsuk Nov 7, 2024 •
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this is to handle cases like sum(multiply(multiply(...))) where the subscriptable isn't directly passed into the aggregate function

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❌ 1 Tests Failed:

Tests completed Failed Passed Skipped
911 1 910 3
View the top 1 failed tests by shortest run time 
tests.datasets.test_errors_replacer.TestReplacer test_process_offset_twice
Stack Traces | 0.307s run time 
Traceback (most recent call last):
  File ".../tests/datasets/test_errors_replacer.py", line 370, in test_process_offset_twice
    assert self.replacer.process_message(message) is None
AssertionError: assert (ReplacementMessageMetadata(partition_index=1, offset=42, consumer_group='consumer_group'), UnmergeGroupsReplacement(state_name=<ReplacerState.ERRORS: 'errors'>, timestamp=datetime.datetime(2024, 11, 8, 0, 15, 15, 935919), hashes=['aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'], all_columns=[FlattenedColumn(None, 'project_id', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'timestamp', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'event_id', schemas.UUID(modifiers=None)), FlattenedColumn(None, 'platform', schemas.String(modifiers=None)), FlattenedColumn(None, 'environment', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'release', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'dist', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'ip_address_v4', schemas.IPv4(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'ip_address_v6', schemas.IPv6(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user', schemas.String(modifiers=None)), FlattenedColumn(None, 'user_id', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user_name', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user_email', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_name', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_version', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'http_method', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'http_referer', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn('tags', 'key', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('tags', 'value', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('contexts', 'key', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('contexts', 'value', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn(None, 'transaction_name', schemas.String(modifiers=None)), FlattenedColumn(None, 'span_id', schemas.UInt(64, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'trace_id', schemas.UUID(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'partition', schemas.UInt(16, modifiers=None)), FlattenedColumn(None, 'offset', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'message_timestamp', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'retention_days', schemas.UInt(16, modifiers=None)), FlattenedColumn(None, 'deleted', schemas.UInt(8, modifiers=None)), FlattenedColumn(None, 'group_id', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'primary_hash', schemas.UUID(modifiers=None)), FlattenedColumn(None, 'hierarchical_hashes', schemas.Array(schemas.UUID(modifiers=None), modifiers=None)), FlattenedColumn(None, 'received', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'message', schemas.String(modifiers=None)), FlattenedColumn(None, 'title', schemas.String(modifiers=None)), FlattenedColumn(None, 'culprit', schemas.String(modifiers=None)), FlattenedColumn(None, 'level', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'location', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'version', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'type', schemas.String(modifiers=None)), FlattenedColumn('exception_stacks', 'type', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'value', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'mechanism_type', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'mechanism_handled', schemas.Array(schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'abs_path', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'colno', schemas.Array(schemas.UInt(32, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'filename', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'function', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'lineno', schemas.Array(schemas.UInt(32, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'in_app', schemas.Array(schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'package', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'module', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'stack_level', schemas.Array(schemas.UInt(16, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn(None, 'exception_main_thread', schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_integrations', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('modules', 'name', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('modules', 'version', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn(None, 'trace_sampled', schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'num_processing_errors', schemas.UInt(64, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'replay_id', schemas.UUID(modifiers=SchemaModifiers(nullable=True, readonly=False)))], project_id=1, previous_group_id=1, new_group_id=2)) is None
 +  where (ReplacementMessageMetadata(partition_index=1, offset=42, consumer_group='consumer_group'), UnmergeGroupsReplacement(state_name=<ReplacerState.ERRORS: 'errors'>, timestamp=datetime.datetime(2024, 11, 8, 0, 15, 15, 935919), hashes=['aaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'], all_columns=[FlattenedColumn(None, 'project_id', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'timestamp', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'event_id', schemas.UUID(modifiers=None)), FlattenedColumn(None, 'platform', schemas.String(modifiers=None)), FlattenedColumn(None, 'environment', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'release', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'dist', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'ip_address_v4', schemas.IPv4(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'ip_address_v6', schemas.IPv6(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user', schemas.String(modifiers=None)), FlattenedColumn(None, 'user_id', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user_name', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'user_email', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_name', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_version', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'http_method', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'http_referer', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn('tags', 'key', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('tags', 'value', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('contexts', 'key', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('contexts', 'value', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn(None, 'transaction_name', schemas.String(modifiers=None)), FlattenedColumn(None, 'span_id', schemas.UInt(64, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'trace_id', schemas.UUID(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'partition', schemas.UInt(16, modifiers=None)), FlattenedColumn(None, 'offset', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'message_timestamp', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'retention_days', schemas.UInt(16, modifiers=None)), FlattenedColumn(None, 'deleted', schemas.UInt(8, modifiers=None)), FlattenedColumn(None, 'group_id', schemas.UInt(64, modifiers=None)), FlattenedColumn(None, 'primary_hash', schemas.UUID(modifiers=None)), FlattenedColumn(None, 'hierarchical_hashes', schemas.Array(schemas.UUID(modifiers=None), modifiers=None)), FlattenedColumn(None, 'received', schemas.DateTime(modifiers=None)), FlattenedColumn(None, 'message', schemas.String(modifiers=None)), FlattenedColumn(None, 'title', schemas.String(modifiers=None)), FlattenedColumn(None, 'culprit', schemas.String(modifiers=None)), FlattenedColumn(None, 'level', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'location', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'version', schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'type', schemas.String(modifiers=None)), FlattenedColumn('exception_stacks', 'type', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'value', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'mechanism_type', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_stacks', 'mechanism_handled', schemas.Array(schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'abs_path', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'colno', schemas.Array(schemas.UInt(32, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'filename', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'function', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'lineno', schemas.Array(schemas.UInt(32, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'in_app', schemas.Array(schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'package', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'module', schemas.Array(schemas.String(modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn('exception_frames', 'stack_level', schemas.Array(schemas.UInt(16, modifiers=SchemaModifiers(nullable=True, readonly=False)), modifiers=None)), FlattenedColumn(None, 'exception_main_thread', schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'sdk_integrations', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('modules', 'name', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn('modules', 'version', schemas.Array(schemas.String(modifiers=None), modifiers=None)), FlattenedColumn(None, 'trace_sampled', schemas.UInt(8, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'num_processing_errors', schemas.UInt(64, modifiers=SchemaModifiers(nullable=True, readonly=False))), FlattenedColumn(None, 'replay_id', schemas.UUID(modifiers=SchemaModifiers(nullable=True, readonly=False)))], project_id=1, previous_group_id=1, new_group_id=2)) = <bound method ReplacerWorker.process_message of <snuba.replacer.ReplacerWorker object at 0x7fcc6d2f8190>>(Message({Partition(topic=Topic(name='replacements'), index=1): 43}))
 +    where <bound method ReplacerWorker.process_message of <snuba.replacer.ReplacerWorker object at 0x7fcc6d2f8190>> = <snuba.replacer.ReplacerWorker object at 0x7fcc6d2f8190>.process_message
 +      where <snuba.replacer.ReplacerWorker object at 0x7fcc6d2f8190> = <tests.datasets.test_errors_replacer.TestReplacer object at 0x7fcc712b4690>.replacer

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@volokluev volokluev volokluev left review comments

@kylemumma kylemumma Awaiting requested review from kylemumma

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