diff --git a/cmd/signozschemamigrator/schema_migrator/manager.go b/cmd/signozschemamigrator/schema_migrator/manager.go
index 5cb52bae..0f1ecb7d 100644
--- a/cmd/signozschemamigrator/schema_migrator/manager.go
+++ b/cmd/signozschemamigrator/schema_migrator/manager.go
@@ -208,14 +208,13 @@ func (m *MigrationManager) runSquashedMigrationsForLogs(ctx context.Context) err
 		return nil
 	}
 	m.logger.Info("Running squashed migrations for logs")
-	// TODO(srikanthccv): enable in upcoming PR
-	// for _, migration := range SquashedLogsMigrations {
-	// 	for _, item := range migration.UpItems {
-	// 		if err := m.RunOperation(ctx, item, migration.MigrationID, "signoz_logs", false); err != nil {
-	// 			return err
-	// 		}
-	// 	}
-	// }
+	for _, migration := range SquashedLogsMigrations {
+		for _, item := range migration.UpItems {
+			if err := m.RunOperation(ctx, item, migration.MigrationID, "signoz_logs", false); err != nil {
+				return err
+			}
+		}
+	}
 	m.logger.Info("Squashed migrations for logs completed")
 	return nil
 }
@@ -230,14 +229,13 @@ func (m *MigrationManager) runSquashedMigrationsForMetrics(ctx context.Context)
 		return nil
 	}
 	m.logger.Info("Running squashed migrations for metrics")
-	// TODO(srikanthccv): enable in upcoming PR
-	// for _, migration := range SquashedMetricsMigrations {
-	// 	for _, item := range migration.UpItems {
-	// 		if err := m.RunOperation(ctx, item, migration.MigrationID, signozMetricsDB, false); err != nil {
-	// 			return err
-	// 		}
-	// 	}
-	// }
+	for _, migration := range SquashedMetricsMigrations {
+		for _, item := range migration.UpItems {
+			if err := m.RunOperation(ctx, item, migration.MigrationID, signozMetricsDB, false); err != nil {
+				return err
+			}
+		}
+	}
 	m.logger.Info("Squashed migrations for metrics completed")
 	return nil
 }
@@ -252,14 +250,13 @@ func (m *MigrationManager) runSquashedMigrationsForTraces(ctx context.Context) e
 		return nil
 	}
 	m.logger.Info("Running squashed migrations for traces")
-	// TODO(srikanthccv): enable in upcoming PR
-	// for _, migration := range SquashedTracesMigrations {
-	// 	for _, item := range migration.UpItems {
-	// 		if err := m.RunOperation(ctx, item, migration.MigrationID, signozTracesDB, false); err != nil {
-	// 			return err
-	// 		}
-	// 	}
-	// }
+	for _, migration := range SquashedTracesMigrations {
+		for _, item := range migration.UpItems {
+			if err := m.RunOperation(ctx, item, migration.MigrationID, signozTracesDB, false); err != nil {
+				return err
+			}
+		}
+	}
 	m.logger.Info("Squashed migrations for traces completed")
 	return nil
 }
diff --git a/cmd/signozschemamigrator/schema_migrator/squashed_logs_migrations.go b/cmd/signozschemamigrator/schema_migrator/squashed_logs_migrations.go
new file mode 100644
index 00000000..a2ea8a81
--- /dev/null
+++ b/cmd/signozschemamigrator/schema_migrator/squashed_logs_migrations.go
@@ -0,0 +1,685 @@
+package schemamigrator
+
+var (
+	SquashedLogsMigrations = []SchemaMigrationRecord{
+		{
+			MigrationID: 1,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs",
+					Columns: []Column{
+						{Name: "timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "observed_timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "span_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_flags", Type: ColumnTypeUInt32},
+						{Name: "severity_text", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "severity_number", Type: ColumnTypeUInt8},
+						{Name: "body", Type: ColumnTypeString, Codec: "ZSTD(2)"},
+						{Name: "resources_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "resources_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_int64_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_int64_value", Type: ArrayColumnType{ColumnTypeInt64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_float64_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_float64_value", Type: ArrayColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool_value", Type: ArrayColumnType{ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "scope_name", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_version", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "scope_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "id_minmax", Expression: "id", Type: "minmax", Granularity: 1},
+						{Name: "severity_number_idx", Expression: "severity_number", Type: "set(25)", Granularity: 4},
+						{Name: "severity_text_idx", Expression: "severity_text", Type: "set(25)", Granularity: 4},
+						{Name: "trace_flags_idx", Expression: "trace_flags", Type: "bloom_filter", Granularity: 4},
+						{Name: "body_idx", Expression: "lower(body)", Type: "ngrambf_v1(4, 60000, 5, 0)", Granularity: 1},
+						{Name: "scope_name_idx", Expression: "scope_name", Type: "tokenbf_v1(10240, 3, 0)", Granularity: 4},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp / 1000000000)",
+						OrderBy:     "(timestamp, id)",
+						TTL:         "toDateTime(timestamp / 1000000000) + toIntervalSecond(1296000)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs",
+				},
+			},
+		},
+		{
+			MigrationID: 2,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs",
+					Columns: []Column{
+						{Name: "timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "observed_timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "span_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_flags", Type: ColumnTypeUInt32},
+						{Name: "severity_text", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "severity_number", Type: ColumnTypeUInt8},
+						{Name: "body", Type: ColumnTypeString, Codec: "ZSTD(2)"},
+						{Name: "resources_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "resources_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_int64_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_int64_value", Type: ArrayColumnType{ColumnTypeInt64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_float64_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_float64_value", Type: ArrayColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool_value", Type: ArrayColumnType{ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "scope_name", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_version", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_string_key", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "scope_string_value", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "logs",
+						ShardingKey: "cityHash64(id)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs",
+				},
+			},
+		},
+		{
+			MigrationID: 3,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							OrderBy: "(name, datatype)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_attribute_keys",
+				},
+			},
+		},
+		{
+			MigrationID: 4,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "logs_attribute_keys",
+						ShardingKey: "cityHash64(datatype)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_attribute_keys",
+				},
+			},
+		},
+		{
+			MigrationID: 5,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_bool_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(attributes_bool_key) AS name,
+    'Bool' AS datatype
+FROM signoz_logs.logs
+ORDER BY name ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_bool_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 6,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_float64_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(attributes_float64_key) AS name,
+    'Float64' AS datatype
+FROM signoz_logs.logs
+ORDER BY name ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_float64_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 7,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_int64_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(attributes_int64_key) AS name,
+    'Int64' AS datatype
+FROM signoz_logs.logs
+ORDER BY name ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_int64_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 8,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_string_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(attributes_string_key) AS name,
+    'String' AS datatype
+FROM signoz_logs.logs
+ORDER BY name ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_string_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 9,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_resource_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							OrderBy: "(name, datatype)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_resource_keys",
+				},
+			},
+		},
+		{
+			MigrationID: 10,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_resource_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "logs_resource_keys",
+						ShardingKey: "cityHash64(datatype)",
+					},
+				},
+			},
+		},
+		{
+			MigrationID: 11,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "resource_keys_string_final_mv",
+					DestTable: "logs_resource_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(resources_string_key) AS name,
+    'String' AS datatype
+FROM signoz_logs.logs
+ORDER BY name ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "resource_keys_string_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 12,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "tag_attributes",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2", "'scope' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "tagDataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'int64' = 3", "'float64' = 4"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "stringTagValue", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "int64TagValue", Type: NullableColumnType{ColumnTypeInt64}, Codec: "ZSTD(1)"},
+						{Name: "float64TagValue", Type: NullableColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree: MergeTree{
+							OrderBy: "(tagKey, tagType, tagDataType, stringTagValue, int64TagValue, float64TagValue)",
+							TTL:     "toDateTime(timestamp) + toIntervalSecond(172800)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+								{Name: "allow_nullable_key", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "tag_attributes",
+				},
+			},
+		},
+		{
+			MigrationID: 13,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_tag_attributes",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2", "'scope' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "tagDataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'int64' = 3", "'float64' = 4"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "stringTagValue", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "int64TagValue", Type: NullableColumnType{ColumnTypeInt64}, Codec: "ZSTD(1)"},
+						{Name: "float64TagValue", Type: NullableColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "tag_attributes",
+						ShardingKey: "rand()",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_tag_attributes",
+				},
+			},
+		},
+		{
+			MigrationID: 14,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: MergeTree{
+						OrderBy: "(tenant, collector_id, exporter_id, timestamp)",
+						TTL:     "timestamp + toIntervalDay(3)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "usage",
+				},
+			},
+		},
+		{
+			MigrationID: 15,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "usage",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_usage",
+				},
+			},
+		},
+		{
+			MigrationID: 16,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_v2",
+					Columns: []Column{
+						{Name: "ts_bucket_start", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "resource_fingerprint", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "observed_timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "span_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_flags", Type: ColumnTypeUInt32},
+						{Name: "severity_text", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "severity_number", Type: ColumnTypeUInt8},
+						{Name: "body", Type: ColumnTypeString, Codec: "ZSTD(2)"},
+						{Name: "attributes_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_number", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "resource_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "scope_name", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_version", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "id_minmax", Expression: "id", Type: "minmax", Granularity: 1},
+						{Name: "severity_number_idx", Expression: "severity_number", Type: "set(25)", Granularity: 4},
+						{Name: "severity_text_idx", Expression: "severity_text", Type: "set(25)", Granularity: 4},
+						{Name: "trace_flags_idx", Expression: "trace_flags", Type: "bloom_filter", Granularity: 4},
+						{Name: "body_idx", Expression: "lower(body)", Type: "ngrambf_v1(4, 60000, 5, 0)", Granularity: 1},
+						{Name: "scope_name_idx", Expression: "scope_name", Type: "tokenbf_v1(10240, 3, 0)", Granularity: 4},
+						{Name: "attributes_string_idx_key", Expression: "mapKeys(attributes_string)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "attributes_string_idx_val", Expression: "mapValues(attributes_string)", Type: "ngrambf_v1(4, 5000, 2, 0)", Granularity: 1},
+						{Name: "attributes_number_idx_key", Expression: "mapKeys(attributes_number)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "attributes_number_idx_val", Expression: "mapValues(attributes_number)", Type: "bloom_filter", Granularity: 1},
+						{Name: "attributes_bool_idx_key", Expression: "mapKeys(attributes_bool)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp / 1000000000)",
+						OrderBy:     "(ts_bucket_start, resource_fingerprint, severity_text, timestamp, id)",
+						TTL:         "toDateTime(timestamp / 1000000000) + toIntervalSecond(1296000)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 17,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_v2",
+					Columns: []Column{
+						{Name: "ts_bucket_start", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "resource_fingerprint", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "observed_timestamp", Type: ColumnTypeUInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "span_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "trace_flags", Type: ColumnTypeUInt32},
+						{Name: "severity_text", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "severity_number", Type: ColumnTypeUInt8},
+						{Name: "body", Type: ColumnTypeString, Codec: "ZSTD(2)"},
+						{Name: "attributes_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "attributes_number", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "attributes_bool", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "resource_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "scope_name", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_version", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "scope_string", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "logs_v2",
+						ShardingKey: "cityHash64(id)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 18,
+			UpItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "resource_keys_string_final_mv",
+				},
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_float64_final_mv",
+				},
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_int64_final_mv",
+				},
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_string_final_mv",
+				},
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "attribute_keys_bool_final_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 19,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_string_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(mapKeys(attributes_string)) AS name,
+    'String' AS datatype
+FROM signoz_logs.logs_v2
+ORDER BY name ASC`,
+				},
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_float64_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(mapKeys(attributes_number)) AS name,
+    'Float64' AS datatype
+FROM signoz_logs.logs_v2
+ORDER BY name ASC`,
+				},
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "attribute_keys_bool_final_mv",
+					DestTable: "logs_attribute_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(mapKeys(attributes_bool)) AS name,
+    'Bool' AS datatype
+FROM signoz_logs.logs_v2
+ORDER BY name ASC`,
+				},
+				CreateMaterializedViewOperation{
+					Database:  "signoz_logs",
+					ViewName:  "resource_keys_string_final_mv",
+					DestTable: "logs_resource_keys",
+					Columns: []Column{
+						{Name: "name", Type: ColumnTypeString},
+						{Name: "datatype", Type: ColumnTypeString},
+					},
+					Query: `SELECT DISTINCT
+    arrayJoin(mapKeys(resources_string)) AS name,
+    'String' AS datatype
+FROM signoz_logs.logs_v2
+ORDER BY name ASC`,
+				},
+			},
+		},
+		{
+			MigrationID: 20,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_v2_resource",
+					Columns: []Column{
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+						{Name: "fingerprint", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "seen_at_ts_bucket_start", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_labels", Expression: "lower(labels)", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+						{Name: "idx_labels_v1", Expression: "labels", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree: MergeTree{
+							PartitionBy: "toDate(seen_at_ts_bucket_start / 1000)",
+							OrderBy:     "(labels, fingerprint, seen_at_ts_bucket_start)",
+							TTL:         "toDateTime(seen_at_ts_bucket_start) + INTERVAL 1296000 SECOND + INTERVAL 1800 SECOND DELETE",
+							Settings: TableSettings{
+								{Name: "ttl_only_drop_parts", Value: "1"},
+								{Name: "index_granularity", Value: "8192"},
+							},
+						},
+					},
+				},
+				CreateTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_v2_resource",
+					Columns: []Column{
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+						{Name: "fingerprint", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "seen_at_ts_bucket_start", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_logs",
+						Table:       "logs_v2_resource",
+						ShardingKey: "cityHash64(labels, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "logs_v2_resource",
+				},
+				DropTableOperation{
+					Database: "signoz_logs",
+					Table:    "distributed_logs_v2_resource",
+				},
+			},
+		},
+	}
+)
diff --git a/cmd/signozschemamigrator/schema_migrator/squashed_metrics_migrations.go b/cmd/signozschemamigrator/schema_migrator/squashed_metrics_migrations.go
new file mode 100644
index 00000000..351fe5d5
--- /dev/null
+++ b/cmd/signozschemamigrator/schema_migrator/squashed_metrics_migrations.go
@@ -0,0 +1,925 @@
+package schemamigrator
+
+var (
+	SquashedMetricsMigrations = []SchemaMigrationRecord{
+		{
+			MigrationID: 1,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v2",
+					Columns: []Column{
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "timestamp_ms", Type: ColumnTypeInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "value", Type: ColumnTypeFloat64, Codec: "Gorilla, LZ4"},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp_ms / 1000)",
+						OrderBy:     "(metric_name, fingerprint, timestamp_ms)",
+						TTL:         "toDateTime(timestamp_ms / 1000) + toIntervalSecond(2592000)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 2,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v2",
+					Columns: []Column{
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "timestamp_ms", Type: ColumnTypeInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "value", Type: ColumnTypeFloat64, Codec: "Gorilla, LZ4"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "samples_v2",
+						ShardingKey: "cityHash64(metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 3,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v2",
+					Columns: []Column{
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "timestamp_ms", Type: ColumnTypeInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'", Codec: "ZSTD(5)"},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "temporality_index", Expression: "temporality", Type: "SET(3)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(timestamp_ms / 1000)",
+							OrderBy:     "(metric_name, fingerprint)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{},
+		},
+		{
+			MigrationID: 4,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v2",
+					Columns: []Column{
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "timestamp_ms", Type: ColumnTypeInt64, Codec: "DoubleDelta, LZ4"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'", Codec: "ZSTD(5)"},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "time_series_v2",
+						ShardingKey: "cityHash64(metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{},
+		},
+		{
+			MigrationID: 5,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "exp_hist",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "count", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "min", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "max", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "sketch", Type: AggregateFunction{FunctionName: "quantilesDD(0.01, 0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(unix_milli / 1000)",
+						OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+						TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "exp_hist",
+				},
+			},
+		},
+		{
+			MigrationID: 6,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_exp_hist",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "count", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "min", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "max", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+						{Name: "sketch", Type: AggregateFunction{FunctionName: "quantilesDD(0.01, 0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "exp_hist",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_exp_hist",
+				},
+			},
+		},
+		{
+			MigrationID: 7,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "value", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(unix_milli / 1000)",
+						OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+						TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4",
+				},
+			},
+		},
+		{
+			MigrationID: 8,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "value", Type: ColumnTypeFloat64, Codec: "Gorilla, ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "samples_v4",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4",
+				},
+			},
+		},
+		{
+			MigrationID: 9,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_labels", Expression: "labels", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4",
+				},
+			},
+		},
+		{
+			MigrationID: 10,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "time_series_v4",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4",
+				},
+			},
+		},
+		{
+			MigrationID: 11,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_6hrs",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_labels", Expression: "labels", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_6hrs",
+				},
+			},
+		},
+		{
+			MigrationID: 12,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_6hrs",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "time_series_v4",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_6hrs",
+				},
+			},
+		},
+		{
+			MigrationID: 13,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1day",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_labels", Expression: "labels", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1day",
+				},
+			},
+		},
+		{
+			MigrationID: 14,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_1day",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "time_series_v4_1day",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_1day",
+				},
+			},
+		},
+		{
+			MigrationID: 15,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1week",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_labels", Expression: "labels", Type: "ngrambf_v1(4, 1024, 3, 0)", Granularity: 1},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1week",
+				},
+			},
+		},
+		{
+			MigrationID: 16,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_1week",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "time_series_v4_1week",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_time_series_v4_1week",
+				},
+			},
+		},
+		{
+			MigrationID: 17,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_metrics",
+					ViewName:  "time_series_v4_6hrs_mv",
+					DestTable: "time_series_v4_6hrs",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Query: `SELECT
+    env,
+    temporality,
+    metric_name,
+    description,
+    unit,
+    type,
+    is_monotonic,
+    fingerprint,
+    floor(unix_milli / 21600000) * 21600000 AS unix_milli,
+    labels
+FROM signoz_metrics.time_series_v4`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_6hrs_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 18,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_metrics",
+					ViewName:  "time_series_v4_1day_mv",
+					DestTable: "time_series_v4_1day",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Query: `SELECT
+    env,
+    temporality,
+    metric_name,
+    description,
+    unit,
+    type,
+    is_monotonic,
+    fingerprint,
+    floor(unix_milli / 86400000) * 86400000 AS unix_milli,
+    labels
+FROM signoz_metrics.time_series_v4`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1day_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 19,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_metrics",
+					ViewName:  "time_series_v4_1week_mv",
+					DestTable: "time_series_v4_1week",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "description", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "unit", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "type", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "''", Codec: "ZSTD(1)"},
+						{Name: "is_monotonic", Type: ColumnTypeBool, Default: "false", Codec: "ZSTD(1)"},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "labels", Type: ColumnTypeString, Codec: "ZSTD(5)"},
+					},
+					Query: `SELECT
+    env,
+    temporality,
+    metric_name,
+    description,
+    unit,
+    type,
+    is_monotonic,
+    fingerprint,
+    floor(unix_milli / 604800000) * 604800000 AS unix_milli,
+    labels
+FROM signoz_metrics.time_series_v4_1day`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "time_series_v4_1week_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 20,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_5m",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "last", Type: SimpleAggregateFunction{FunctionName: "anyLast", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "min", Type: SimpleAggregateFunction{FunctionName: "min", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "max", Type: SimpleAggregateFunction{FunctionName: "max", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: AggregatingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_5m",
+				},
+			},
+		},
+		{
+			MigrationID: 21,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_30m",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "last", Type: SimpleAggregateFunction{FunctionName: "anyLast", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "min", Type: SimpleAggregateFunction{FunctionName: "min", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "max", Type: SimpleAggregateFunction{FunctionName: "max", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: AggregatingMergeTree{
+						MergeTree{
+							PartitionBy: "toDate(unix_milli / 1000)",
+							OrderBy:     "(env, temporality, metric_name, fingerprint, unix_milli)",
+							TTL:         "toDateTime(unix_milli / 1000) + toIntervalSecond(2592000)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_30m",
+				},
+			},
+		},
+		{
+			MigrationID: 22,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_metrics",
+					ViewName:  "samples_v4_agg_5m_mv",
+					DestTable: "samples_v4_agg_5m",
+					Query: `SELECT
+    env,
+    temporality,
+    metric_name,
+    fingerprint,
+    intDiv(unix_milli, 300000) * 300000 as unix_milli,
+    anyLast(value) as last,
+    min(value) as min,
+    max(value) as max,
+    sum(value) as sum,
+    count(*) as count
+FROM signoz_metrics.samples_v4 
+GROUP BY
+    env,
+    temporality,
+    metric_name,
+    fingerprint,
+    unix_milli;`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_5m_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 23,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_metrics",
+					ViewName:  "samples_v4_agg_30m_mv",
+					DestTable: "samples_v4_agg_30m",
+					Query: `SELECT
+    env,
+    temporality,
+    metric_name,
+    fingerprint,
+    intDiv(unix_milli, 1800000) * 1800000 as unix_milli,
+    anyLast(last) as last,
+    min(min) as min,
+    max(max) as max,
+    sum(sum) as sum,
+    sum(count) as count
+FROM signoz_metrics.samples_v4_agg_5m 
+GROUP BY
+    env,
+    temporality,
+    metric_name,
+    fingerprint,
+    unix_milli;`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "samples_v4_agg_30m_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 24,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4_agg_5m",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "last", Type: SimpleAggregateFunction{FunctionName: "anyLast", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "min", Type: SimpleAggregateFunction{FunctionName: "min", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "max", Type: SimpleAggregateFunction{FunctionName: "max", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "samples_v4_agg_5m",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4_agg_5m",
+				},
+			},
+		},
+		{
+			MigrationID: 25,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4_agg_30m",
+					Columns: []Column{
+						{Name: "env", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'default'"},
+						{Name: "temporality", Type: LowCardinalityColumnType{ColumnTypeString}, Default: "'Unspecified'"},
+						{Name: "metric_name", Type: LowCardinalityColumnType{ColumnTypeString}},
+						{Name: "fingerprint", Type: ColumnTypeUInt64, Codec: "ZSTD(1)"},
+						{Name: "unix_milli", Type: ColumnTypeInt64, Codec: "Delta(8), ZSTD(1)"},
+						{Name: "last", Type: SimpleAggregateFunction{FunctionName: "anyLast", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "min", Type: SimpleAggregateFunction{FunctionName: "min", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "max", Type: SimpleAggregateFunction{FunctionName: "max", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "sum", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "samples_v4_agg_30m",
+						ShardingKey: "cityHash64(env, temporality, metric_name, fingerprint)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_samples_v4_agg_30m",
+				},
+			},
+		},
+		{
+			MigrationID: 26,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: MergeTree{
+						OrderBy: "(tenant, collector_id, exporter_id, timestamp)",
+						TTL:     "timestamp + toIntervalDay(3)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "usage",
+				},
+			},
+		},
+		{
+			MigrationID: 27,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_metrics",
+						Table:       "usage",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_metrics",
+					Table:    "distributed_usage",
+				},
+			},
+		},
+	}
+)
diff --git a/cmd/signozschemamigrator/schema_migrator/squashed_traces_migrations.go b/cmd/signozschemamigrator/schema_migrator/squashed_traces_migrations.go
new file mode 100644
index 00000000..3db80fdb
--- /dev/null
+++ b/cmd/signozschemamigrator/schema_migrator/squashed_traces_migrations.go
@@ -0,0 +1,1029 @@
+package schemamigrator
+
+var (
+	SquashedTracesMigrations = []SchemaMigrationRecord{
+		{
+			MigrationID: 1,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_index_v2",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "parentSpanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "kind", Type: ColumnTypeInt8, Codec: "T64, ZSTD(1)"},
+						{Name: "durationNano", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+						{Name: "statusCode", Type: ColumnTypeInt16, Codec: "T64, ZSTD(1)"},
+						{Name: "externalHttpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "externalHttpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbOperation", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "peerService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "events", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(2)"},
+						{Name: "httpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpRoute", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpHost", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "msgSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "msgOperation", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "hasError", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "rpcSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "responseStatusCode", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "stringTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "numberTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "boolTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "resourceTagsMap", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "isRemote", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "statusMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "statusCodeString", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "spanKind", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_service", Expression: "serviceName", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_name", Expression: "name", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_kind", Expression: "kind", Type: "minmax", Granularity: 4},
+						{Name: "idx_duration", Expression: "durationNano", Type: "minmax", Granularity: 1},
+						{Name: "idx_hasError", Expression: "hasError", Type: "set(2)", Granularity: 1},
+						{Name: "idx_httpRoute", Expression: "httpRoute", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpUrl", Expression: "httpUrl", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpHost", Expression: "httpHost", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpMethod", Expression: "httpMethod", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_timestamp", Expression: "timestamp", Type: "minmax", Granularity: 1},
+						{Name: "idx_rpcMethod", Expression: "rpcMethod", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_responseStatusCode", Expression: "responseStatusCode", Type: "set(0)", Granularity: 1},
+						{Name: "idx_resourceTagsMapKeys", Expression: "mapKeys(resourceTagsMap)", Type: "bloom_filter(0.01)", Granularity: 64},
+						{Name: "idx_resourceTagsMapValues", Expression: "mapValues(resourceTagsMap)", Type: "bloom_filter(0.01)", Granularity: 64},
+						{Name: "idx_statusCodeString", Expression: "statusCodeString", Type: "set(3)", Granularity: 4},
+						{Name: "idx_spanKind", Expression: "spanKind", Type: "set(5)", Granularity: 4},
+						{Name: "idx_stringTagMapKeys", Expression: "mapKeys(stringTagMap)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "idx_stringTagMapValues", Expression: "mapValues(stringTagMap)", Type: "ngrambf_v1(4, 5000, 2, 0)", Granularity: 1},
+						{Name: "idx_numberTagMapKeys", Expression: "mapKeys(numberTagMap)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "idx_numberTagMapValues", Expression: "mapValues(numberTagMap)", Type: "bloom_filter(0.01)", Granularity: 1},
+						{Name: "idx_boolTagMapKeys", Expression: "mapKeys(boolTagMap)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "idx_resourceTagMapKeys", Expression: "mapKeys(resourceTagsMap)", Type: "tokenbf_v1(1024, 2, 0)", Granularity: 1},
+						{Name: "idx_resourceTagMapValues", Expression: "mapValues(resourceTagsMap)", Type: "ngrambf_v1(4, 5000, 2, 0)", Granularity: 1},
+					},
+					Projections: []Projection{
+						{Name: "timestampSort", Query: "SELECT * ORDER BY timestamp"},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						PrimaryKey:  "(serviceName, hasError, toStartOfHour(timestamp), name)",
+						OrderBy:     "(serviceName, hasError, toStartOfHour(timestamp), name, timestamp)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_index_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 2,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_index_v2",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "parentSpanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "kind", Type: ColumnTypeInt8, Codec: "T64, ZSTD(1)"},
+						{Name: "durationNano", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+						{Name: "statusCode", Type: ColumnTypeInt16, Codec: "T64, ZSTD(1)"},
+						{Name: "externalHttpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "externalHttpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dbOperation", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "peerService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "events", Type: ArrayColumnType{ColumnTypeString}, Codec: "ZSTD(2)"},
+						{Name: "httpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpRoute", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpHost", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "msgSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "msgOperation", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "hasError", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "rpcSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "responseStatusCode", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "stringTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "numberTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "boolTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "resourceTagsMap", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "isRemote", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "statusMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "statusCodeString", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "spanKind", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "signoz_index_v2",
+						ShardingKey: "cityHash64(traceID)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_index_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 3,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "durationSort",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "parentSpanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "kind", Type: ColumnTypeInt8, Codec: "T64, ZSTD(1)"},
+						{Name: "durationNano", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+						{Name: "statusCode", Type: ColumnTypeInt16, Codec: "T64, ZSTD(1)"},
+						{Name: "httpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpRoute", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpHost", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "hasError", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "rpcSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "responseStatusCode", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "stringTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "numberTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "boolTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "isRemote", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "statusMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "statusCodeString", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "spanKind", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_service", Expression: "serviceName", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_name", Expression: "name", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_kind", Expression: "kind", Type: "minmax", Granularity: 4},
+						{Name: "idx_duration", Expression: "durationNano", Type: "minmax", Granularity: 1},
+						{Name: "idx_hasError", Expression: "hasError", Type: "set(2)", Granularity: 1},
+						{Name: "idx_httpRoute", Expression: "httpRoute", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpUrl", Expression: "httpUrl", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpHost", Expression: "httpHost", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_httpMethod", Expression: "httpMethod", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_timestamp", Expression: "timestamp", Type: "minmax", Granularity: 1},
+						{Name: "idx_rpcMethod", Expression: "rpcMethod", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_responseStatusCode", Expression: "responseStatusCode", Type: "set(0)", Granularity: 1},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						OrderBy:     "(durationNano, timestamp)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{
+								Name:  "index_granularity",
+								Value: "8192",
+							},
+							{
+								Name:  "ttl_only_drop_parts",
+								Value: "1",
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "durationSort",
+				},
+			},
+		},
+		{
+			MigrationID: 4,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "durationSortMV",
+					DestTable: "durationSort",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "parentSpanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "kind", Type: ColumnTypeInt8, Codec: "T64, ZSTD(1)"},
+						{Name: "durationNano", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+						{Name: "statusCode", Type: ColumnTypeInt16, Codec: "T64, ZSTD(1)"},
+						{Name: "httpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpRoute", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpHost", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "hasError", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "rpcSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "responseStatusCode", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "stringTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "numberTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "boolTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "isRemote", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "statusMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "statusCodeString", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "spanKind", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT
+    timestamp,
+    traceID,
+    spanID,
+    parentSpanID,
+    serviceName,
+    name,
+    kind,
+    durationNano,
+    statusCode,
+    httpMethod,
+    httpUrl,
+    httpRoute,
+    httpHost,
+    hasError,
+    rpcSystem,
+    rpcService,
+    rpcMethod,
+    responseStatusCode,
+    stringTagMap,
+    numberTagMap,
+    boolTagMap,
+    isRemote,
+    statusMessage,
+    statusCodeString,
+    spanKind
+FROM signoz_traces.signoz_index_v2
+ORDER BY
+    durationNano ASC,
+    timestamp ASC`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "durationSortMV",
+				},
+			},
+		},
+		{
+			MigrationID: 5,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_durationSort",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "parentSpanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "kind", Type: ColumnTypeInt8, Codec: "T64, ZSTD(1)"},
+						{Name: "durationNano", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+						{Name: "statusCode", Type: ColumnTypeInt16, Codec: "T64, ZSTD(1)"},
+						{Name: "httpMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpUrl", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpRoute", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "httpHost", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "hasError", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "rpcSystem", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcService", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "rpcMethod", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "responseStatusCode", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "stringTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "numberTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "boolTagMap", Type: MapColumnType{ColumnTypeString, ColumnTypeBool}, Codec: "ZSTD(1)"},
+						{Name: "isRemote", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "statusMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "statusCodeString", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "spanKind", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "durationSort",
+						ShardingKey: "cityHash64(traceID)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_durationSort",
+				},
+			},
+		},
+		{
+			MigrationID: 6,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_error_index_v2",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "errorID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "groupID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "exceptionType", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "exceptionMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exceptionStacktrace", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exceptionEscaped", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "resourceTagsMap", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Indexes: []Index{
+						{Name: "idx_error_id", Expression: "errorID", Type: "bloom_filter", Granularity: 4},
+						{Name: "idx_resourceTagsMapKeys", Expression: "mapKeys(resourceTagsMap)", Type: "bloom_filter(0.01)", Granularity: 64},
+						{Name: "idx_resourceTagsMapValues", Expression: "mapValues(resourceTagsMap)", Type: "bloom_filter(0.01)", Granularity: 64},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						OrderBy:     "(timestamp, groupID)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_error_index_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 7,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_error_index_v2",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "errorID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "groupID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "spanID", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "exceptionType", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "exceptionMessage", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exceptionStacktrace", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exceptionEscaped", Type: ColumnTypeBool, Codec: "T64, ZSTD(1)"},
+						{Name: "resourceTagsMap", Type: MapColumnType{LowCardinalityColumnType{ColumnTypeString}, ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "signoz_error_index_v2",
+						ShardingKey: "cityHash64(groupID)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_error_index_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 8,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_spans",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "model", Type: ColumnTypeString, Codec: "ZSTD(9)"},
+					},
+					Engine: MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						OrderBy:     "(traceID)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "1024"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "signoz_spans",
+				},
+			},
+		},
+		{
+			MigrationID: 9,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_spans",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "traceID", Type: FixedStringColumnType{Length: 32}, Codec: "ZSTD(1)"},
+						{Name: "model", Type: ColumnTypeString, Codec: "ZSTD(9)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "signoz_spans",
+						ShardingKey: "cityHash64(traceID)",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_signoz_spans",
+				},
+			},
+		},
+		{
+			MigrationID: 10,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "dependency_graph_minutes_v2",
+					Columns: []Column{
+						{Name: "src", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dest", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "duration_quantiles_state", Type: AggregateFunction{FunctionName: "quantiles(0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "Default"},
+						{Name: "error_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "total_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, LZ4"},
+						{Name: "deployment_environment", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_cluster_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_namespace_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Engine: AggregatingMergeTree{MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						OrderBy:     "(timestamp, src, dest, deployment_environment, k8s_cluster_name, k8s_namespace_name)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+						},
+					}},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "dependency_graph_minutes_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 11,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "dependency_graph_minutes_db_calls_mv_v2",
+					DestTable: "dependency_graph_minutes_v2",
+					Columns: []Column{
+						{Name: "src", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dest", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "duration_quantiles_state", Type: AggregateFunction{FunctionName: "quantiles(0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "Default"},
+						{Name: "error_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "total_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, LZ4"},
+						{Name: "deployment_environment", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_cluster_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_namespace_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT
+    serviceName AS src,
+    dbSystem AS dest,
+    quantilesState(0.5, 0.75, 0.9, 0.95, 0.99)(toFloat64(durationNano)) AS duration_quantiles_state,
+    countIf(statusCode = 2) AS error_count,
+    count(*) AS total_count,
+    toStartOfMinute(timestamp) AS timestamp,
+    resourceTagsMap['deployment.environment'] AS deployment_environment,
+    resourceTagsMap['k8s.cluster.name'] AS k8s_cluster_name,
+    resourceTagsMap['k8s.namespace.name'] AS k8s_namespace_name
+FROM signoz_traces.signoz_index_v2
+WHERE (dest != '') AND (kind != 2)
+GROUP BY
+    timestamp,
+    src,
+    dest,
+    deployment_environment,
+    k8s_cluster_name,
+    k8s_namespace_name`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "dependency_graph_minutes_db_calls_mv_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 12,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "dependency_graph_minutes_messaging_calls_mv_v2",
+					DestTable: "dependency_graph_minutes_v2",
+					Columns: []Column{
+						{Name: "src", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dest", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "duration_quantiles_state", Type: AggregateFunction{FunctionName: "quantiles(0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "Default"},
+						{Name: "error_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "total_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, LZ4"},
+						{Name: "deployment_environment", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_cluster_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_namespace_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT
+    serviceName AS src,
+    msgSystem AS dest,
+    quantilesState(0.5, 0.75, 0.9, 0.95, 0.99)(toFloat64(durationNano)) AS duration_quantiles_state,
+    countIf(statusCode = 2) AS error_count,
+    count(*) AS total_count,
+    toStartOfMinute(timestamp) AS timestamp,
+    resourceTagsMap['deployment.environment'] AS deployment_environment,
+    resourceTagsMap['k8s.cluster.name'] AS k8s_cluster_name,
+    resourceTagsMap['k8s.namespace.name'] AS k8s_namespace_name
+FROM signoz_traces.signoz_index_v2
+WHERE (dest != '') AND (kind != 2)
+GROUP BY
+    timestamp,
+    src,
+    dest,
+    deployment_environment,
+    k8s_cluster_name,
+    k8s_namespace_name`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "dependency_graph_minutes_messaging_calls_mv_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 13,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "dependency_graph_minutes_service_calls_mv_v2",
+					DestTable: "dependency_graph_minutes_v2",
+					Columns: []Column{
+						{Name: "src", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dest", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "duration_quantiles_state", Type: AggregateFunction{FunctionName: "quantiles(0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "Default"},
+						{Name: "error_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "total_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, LZ4"},
+						{Name: "deployment_environment", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_cluster_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_namespace_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT
+    A.serviceName AS src,
+    B.serviceName AS dest,
+    quantilesState(0.5, 0.75, 0.9, 0.95, 0.99)(toFloat64(B.durationNano)) AS duration_quantiles_state,
+    countIf(B.statusCode = 2) AS error_count,
+    count(*) AS total_count,
+    toStartOfMinute(B.timestamp) AS timestamp,
+    B.resourceTagsMap['deployment.environment'] AS deployment_environment,
+    B.resourceTagsMap['k8s.cluster.name'] AS k8s_cluster_name,
+    B.resourceTagsMap['k8s.namespace.name'] AS k8s_namespace_name
+FROM signoz_traces.signoz_index_v2 AS A, signoz_traces.signoz_index_v2 AS B
+WHERE (A.serviceName != B.serviceName) AND (A.spanID = B.parentSpanID)
+GROUP BY
+    timestamp,
+    src,
+    dest,
+    deployment_environment,
+    k8s_cluster_name,
+    k8s_namespace_name`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "dependency_graph_minutes_service_calls_mv_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 14,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_dependency_graph_minutes_v2",
+					Columns: []Column{
+						{Name: "src", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "dest", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "duration_quantiles_state", Type: AggregateFunction{FunctionName: "quantiles(0.5, 0.75, 0.9, 0.95, 0.99)", Arguments: []ColumnType{ColumnTypeFloat64}}, Codec: "Default"},
+						{Name: "error_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "total_count", Type: SimpleAggregateFunction{FunctionName: "sum", Arguments: []ColumnType{ColumnTypeUInt64}}, Codec: "T64, ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, LZ4"},
+						{Name: "deployment_environment", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_cluster_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "k8s_namespace_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "dependency_graph_minutes_v2",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_dependency_graph_minutes_v2",
+				},
+			},
+		},
+		{
+			MigrationID: 15,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "usage_explorer",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "service_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+					},
+					Engine: SummingMergeTree{MergeTree{
+						PartitionBy: "toDate(timestamp)",
+						OrderBy:     "(timestamp, service_name)",
+						TTL:         "toDateTime(timestamp) + toIntervalSecond(604800)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+							{Name: "ttl_only_drop_parts", Value: "1"},
+						},
+					}},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "usage_explorer",
+				},
+			},
+		},
+		{
+			MigrationID: 16,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "usage_explorer_mv",
+					DestTable: "usage_explorer",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "service_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+					},
+					Query: `SELECT
+    toStartOfHour(timestamp) AS timestamp,
+    serviceName AS service_name,
+    count() AS count
+FROM signoz_traces.signoz_index_v2
+GROUP BY
+    timestamp,
+    serviceName`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "usage_explorer_mv",
+				},
+			},
+		},
+		{
+			MigrationID: 17,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_usage_explorer",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTime64ColumnType{Precision: 9}, Codec: "DoubleDelta, LZ4"},
+						{Name: "service_name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "count", Type: ColumnTypeUInt64, Codec: "T64, ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "usage_explorer",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_usage_explorer",
+				},
+			},
+		},
+		{
+			MigrationID: 18,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "top_level_operations",
+					Columns: []Column{
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "time", Type: DateTimeColumnType{}, Default: "now()", Codec: "ZSTD(1)"},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree: MergeTree{
+							OrderBy: "(serviceName, name)",
+							TTL:     "time + toIntervalMonth(1)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "top_level_operations",
+				},
+			},
+		},
+		{
+			MigrationID: 19,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_top_level_operations",
+					Columns: []Column{
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "time", Type: DateTimeColumnType{}, Default: "now()", Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "top_level_operations",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_top_level_operations",
+				},
+			},
+		},
+		{
+			MigrationID: 20,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "root_operations",
+					DestTable: "top_level_operations",
+					Columns: []Column{
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT DISTINCT
+    name,
+    serviceName
+FROM signoz_traces.signoz_index_v2
+WHERE parentSpanID = ''`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "root_operations",
+				},
+			},
+		},
+		{
+			MigrationID: 21,
+			UpItems: []Operation{
+				CreateMaterializedViewOperation{
+					Database:  "signoz_traces",
+					ViewName:  "sub_root_operations",
+					DestTable: "top_level_operations",
+					Columns: []Column{
+						{Name: "name", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "serviceName", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+					},
+					Query: `SELECT DISTINCT
+    name,
+    serviceName
+FROM signoz_traces.signoz_index_v2 AS A, signoz_traces.signoz_index_v2 AS B
+WHERE (A.serviceName != B.serviceName) AND (A.parentSpanID = B.spanID)`,
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "sub_root_operations",
+				},
+			},
+		},
+		{
+			MigrationID: 22,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "span_attributes",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "dataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'float64' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "stringTagValue", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "float64TagValue", Type: NullableColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "isColumn", Type: ColumnTypeBool, Codec: "ZSTD(1)"},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree: MergeTree{
+							OrderBy: "(tagKey, tagType, dataType, stringTagValue, float64TagValue, isColumn)",
+							TTL:     "toDateTime(timestamp) + toIntervalSecond(172800)",
+							Settings: TableSettings{
+								{Name: "index_granularity", Value: "8192"},
+								{Name: "ttl_only_drop_parts", Value: "1"},
+								{Name: "allow_nullable_key", Value: "1"},
+							},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "span_attributes",
+				},
+			},
+		},
+		{
+			MigrationID: 23,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_span_attributes",
+					Columns: []Column{
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "DoubleDelta, ZSTD(1)"},
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "dataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'float64' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "stringTagValue", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "float64TagValue", Type: NullableColumnType{ColumnTypeFloat64}, Codec: "ZSTD(1)"},
+						{Name: "isColumn", Type: ColumnTypeBool, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "span_attributes",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_span_attributes",
+				},
+			},
+		},
+		{
+			MigrationID: 24,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "span_attributes_keys",
+					Columns: []Column{
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "dataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'float64' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "isColumn", Type: ColumnTypeBool, Codec: "ZSTD(1)"},
+					},
+					Engine: ReplacingMergeTree{
+						MergeTree: MergeTree{
+							OrderBy: "(tagKey, tagType, dataType, isColumn)",
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "span_attributes_keys",
+				},
+			},
+		},
+		{
+			MigrationID: 25,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_span_attributes_keys",
+					Columns: []Column{
+						{Name: "tagKey", Type: LowCardinalityColumnType{ColumnTypeString}, Codec: "ZSTD(1)"},
+						{Name: "tagType", Type: EnumerationColumnType{Values: []string{"'tag' = 1", "'resource' = 2"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "dataType", Type: EnumerationColumnType{Values: []string{"'string' = 1", "'bool' = 2", "'float64' = 3"}, Size: 8}, Codec: "ZSTD(1)"},
+						{Name: "isColumn", Type: ColumnTypeBool, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "span_attributes_keys",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_span_attributes_keys",
+				},
+			},
+		},
+		{
+			MigrationID: 26,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: MergeTree{
+						OrderBy: "(tenant, collector_id, exporter_id, timestamp)",
+						TTL:     "timestamp + toIntervalDay(3)",
+						Settings: TableSettings{
+							{Name: "index_granularity", Value: "8192"},
+						},
+					},
+				},
+			},
+			DownItems: []Operation{
+				DropTableOperation{
+					Database: "signoz_traces",
+					Table:    "usage",
+				},
+			},
+		},
+		{
+			MigrationID: 27,
+			UpItems: []Operation{
+				CreateTableOperation{
+					Database: "signoz_traces",
+					Table:    "distributed_usage",
+					Columns: []Column{
+						{Name: "tenant", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "collector_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "exporter_id", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+						{Name: "timestamp", Type: DateTimeColumnType{}, Codec: "ZSTD(1)"},
+						{Name: "data", Type: ColumnTypeString, Codec: "ZSTD(1)"},
+					},
+					Engine: Distributed{
+						Database:    "signoz_traces",
+						Table:       "usage",
+						ShardingKey: "cityHash64(rand())",
+					},
+				},
+			},
+		},
+	}
+)