chore(eap): add a migration to namespace sentry tags

snuba/snuba_migrations/events_analytics_platform/0015_span_attribute_table_namespaced.py

@@ -0,0 +1,142 @@
+from __future__ import annotations
+
+from typing import Sequence
+
+from snuba.clusters.storage_sets import StorageSetKey
+from snuba.migrations import migration, operations
+from snuba.migrations.columns import MigrationModifiers as Modifiers
+from snuba.migrations.operations import OperationTarget, SqlOperation
+from snuba.utils.constants import ATTRIBUTE_BUCKETS
+from snuba.utils.schemas import (
+ Column,
+ DateTime,
+ Float,
+ SimpleAggregateFunction,
+ String,
+ UInt,
+)
+
+
+class Migration(migration.ClickhouseNodeMigration):
+ blocking = False
+ storage_set_key = StorageSetKey.EVENTS_ANALYTICS_PLATFORM
+
+ str_mv = "spans_str_attrs_2_mv"
+ str_local_table = "spans_str_attrs_2_local"
+ str_columns: Sequence[Column[Modifiers]] = [
+ Column("organization_id", UInt(64)),
+ Column("project_id", UInt(64)),
+ Column("attr_key", String(modifiers=Modifiers(codecs=["ZSTD(1)"]))),
+ Column("attr_value", String(modifiers=Modifiers(codecs=["ZSTD(1)"]))),
+ Column("timestamp", DateTime(modifiers=Modifiers(codecs=["ZSTD(1)"]))),
+ Column("retention_days", UInt(16)),
+ Column("count", SimpleAggregateFunction("sum", [UInt(64)])),
+ ]
+
+ num_mv = "spans_num_attrs_2_mv"
+ num_local_table = "spans_num_attrs_2_local"
+ num_columns: Sequence[Column[Modifiers]] = [
+ Column("organization_id", UInt(64)),
+ Column("project_id", UInt(64)),
+ Column("attr_key", String()),
+ Column("attr_min_value", SimpleAggregateFunction("min", [Float(64)])),
+ Column("attr_max_value", SimpleAggregateFunction("max", [Float(64)])),
+ Column("timestamp", DateTime(modifiers=Modifiers(codecs=["ZSTD(1)"]))),
+ Column("retention_days", UInt(16)),
+ Column("count", SimpleAggregateFunction("sum", [UInt(64)])),
+ ]
+
+ def forwards_ops(self) -> Sequence[SqlOperation]:
+ return [
+ operations.DropTable(
+ storage_set=self.storage_set_key,
+ table_name=self.str_mv,
+ target=OperationTarget.LOCAL,
+ ),
+ operations.DropTable(
+ storage_set=self.storage_set_key,
+ table_name=self.num_mv,
+ target=OperationTarget.LOCAL,
+ ),
+ operations.CreateMaterializedView(
+ storage_set=self.storage_set_key,
+ view_name=self.str_mv,
+ columns=self.str_columns,
+ destination_table_name=self.str_local_table,
+ target=OperationTarget.LOCAL,
+ query=f"""
+SELECT
+ organization_id,
+ project_id,
+ attrs.1 as attr_key,
+ attrs.2 as attr_value,
+ toStartOfDay(_sort_timestamp) AS timestamp,
+ retention_days,
+ 1 AS count
+FROM eap_spans_local
+LEFT ARRAY JOIN
+ arrayConcat(
+ {", ".join(f"CAST(attr_str_{n}, 'Array(Tuple(String, String))')" for n in range(ATTRIBUTE_BUCKETS))},
+ array(
+ tuple('sentry.service', `service`),
+ tuple('sentry.segment_name', `segment_name`),
+ tuple('sentry.name', `name`)
+ )
+ ) AS attrs
+GROUP BY
+ organization_id,
+ project_id,
+ attr_key,
+ attr_value,
+ timestamp,
+ retention_days
+""",
+ ),
+ operations.CreateMaterializedView(
+ storage_set=self.storage_set_key,
+ view_name=self.num_mv,
+ columns=self.num_columns,
+ destination_table_name=self.num_local_table,
+ target=OperationTarget.LOCAL,
+ query=f"""
+SELECT
+ organization_id,
+ project_id,
+ attrs.1 as attr_key,
+ attrs.2 as attr_min_value,
+ attrs.2 as attr_max_value,
+ toStartOfDay(_sort_timestamp) AS timestamp,
+ retention_days,
+ 1 AS count
+FROM eap_spans_local
+LEFT ARRAY JOIN
+ arrayConcat(
+ {",".join(f"CAST(attr_num_{n}, 'Array(Tuple(String, Float64))')" for n in range(ATTRIBUTE_BUCKETS))},
+ array(
+ tuple('sentry.duration_ms', `duration_ms`::Float64)
+ )
+ ) AS attrs
+GROUP BY
+ organization_id,
+ project_id,
+ attrs.1,
+ attrs.2,
+ timestamp,
+ retention_days
+""",
+ ),
+ ]
+
+ def backwards_ops(self) -> Sequence[SqlOperation]:
+ return [
+ operations.DropTable(
+ storage_set=self.storage_set_key,
+ table_name=self.str_mv,
+ target=OperationTarget.LOCAL,
+ ),
+ operations.DropTable(
+ storage_set=self.storage_set_key,
+ table_name=self.num_mv,
+ target=OperationTarget.LOCAL,
+ ),
+ ]