feat: add functional unique index

Fix: dangling and syntax in dashboard filter ( #10674 ) (#11243 )
* fix: dangling AND in parenthesized filter expression * fix: duplicate variable name via drilldown unguarded * fix: resolved few fixes * fix: scope variable expression removal to comparison values * fix: resolved the comments * fix: updated more tests
2026-05-14 14:10:32 +01:00 · 2026-05-14 15:24:46 +05:30 · 2026-05-14 09:22:51 +00:00 · 2026-05-14 08:37:40 +00:00
20 changed files with 8065 additions and 469 deletions
--- a/cmd/enterprise/Dockerfile.with-web.integration
+++ b/cmd/enterprise/Dockerfile.with-web.integration
@@ -3,7 +3,7 @@ FROM node:22-bookworm AS build
 WORKDIR /opt/
 COPY ./frontend/ ./
 ENV NODE_OPTIONS=--max-old-space-size=8192
-RUN CI=1 npm i -g pnpm
+RUN CI=1 npm i -g pnpm@10
 RUN CI=1 pnpm install
 RUN CI=1 pnpm build

--- a/frontend/public/locales/en-GB/dashboard.json
+++ b/frontend/public/locales/en-GB/dashboard.json
@@ -26,5 +26,6 @@
 	"dashboard_unsave_changes": "There are unsaved changes in the Query builder, please stage and run the query or the changes will be lost. Press OK to discard.",
 	"dashboard_save_changes": "Your graph built with {{queryTag}} query will be saved. Press OK to confirm.",
 	"your_graph_build_with": "Your graph built with",
-	"dashboard_ok_confirm": "query will be saved. Press OK to confirm."
+	"dashboard_ok_confirm": "query will be saved. Press OK to confirm.",
+	"variable_name_already_exists": "Variable \"{{name}}\" already exists"
 }
--- a/frontend/public/locales/en/dashboard.json
+++ b/frontend/public/locales/en/dashboard.json
@@ -30,5 +30,6 @@
 	"dashboard_unsave_changes": "There are unsaved changes in the Query builder, please stage and run the query or the changes will be lost. Press OK to discard.",
 	"dashboard_save_changes": "Your graph built with {{queryTag}} query will be saved. Press OK to confirm.",
 	"your_graph_build_with": "Your graph built with",
-	"dashboard_ok_confirm": "query will be saved. Press OK to confirm."
+	"dashboard_ok_confirm": "query will be saved. Press OK to confirm.",
+	"variable_name_already_exists": "Variable \"{{name}}\" already exists"
 }
--- a/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
+++ b/frontend/src/components/QueryBuilderV2/tests/utils.test.ts
@@ -1155,7 +1155,7 @@ describe('removeKeysFromExpression', () => {
 	});

 	describe('Real-world scenarios', () => {
-		it('should handle multiple variable instances of same key', () => {
+		it('should remove at most one variable expression per key', () => {
 			const expression =
 				"deployment.environment = $env1 deployment.environment = $env2 deployment.environment = 'default'";
 			const result = removeKeysFromExpression(
@@ -1164,9 +1164,11 @@ describe('removeKeysFromExpression', () => {
 				true,
 			);

-			// Should remove one occurence as this case in itself is invalid to have multiple variable expressions for the same key
+			// Should remove one occurrence — having multiple $-value clauses for the
+			// same key is invalid. The first is removed; subsequent $ clauses and
+			// literal-value clauses are preserved.
 			expect(result).toBe(
-				"deployment.environment = $env1 deployment.environment = 'default'",
+				"deployment.environment = $env2 AND deployment.environment = 'default'",
 			);
 		});

@@ -1199,6 +1201,186 @@ describe('removeKeysFromExpression', () => {
 			expect(pairs).toHaveLength(2);
 		});
 	});
+
+	describe('ANTLR-based removal — operator precedence (AND binds tighter than OR)', () => {
+		it('preserves OR when removing from a mixed AND/OR expression', () => {
+			// a AND b OR c — grammar parses as (a AND b) OR c
+			// removing b collapses the AND group to just a, OR is preserved
+			expect(
+				removeKeysFromExpression("a = '1' AND b = '2' OR c = '3'", ['b']),
+			).toBe("a = '1' OR c = '3'");
+		});
+
+		it('preserves correct conjunctions in a four-term mixed expression', () => {
+			// a AND b OR c AND d — removing b collapses first AND group to a
+			expect(
+				removeKeysFromExpression("a = '1' AND b = '2' OR c = '3' AND d = '4'", [
+					'b',
+				]),
+			).toBe("a = '1' OR c = '3' AND d = '4'");
+		});
+
+		it('preserves correct conjunctions when removing from a trailing AND group', () => {
+			// a OR b AND c OR d — removing c collapses second AND group to b
+			expect(
+				removeKeysFromExpression("a = '1' OR b = '2' AND c = '3' OR d = '4'", [
+					'c',
+				]),
+			).toBe("a = '1' OR b = '2' OR d = '4'");
+		});
+	});
+
+	describe('ANTLR-based removal — parenthesised expressions', () => {
+		it('removes last clause without leaving a dangling AND', () => {
+			const expression =
+				'(deployment.environment = $deployment.environment AND service.name = $service.name AND top_level_operation IN [$top_level_operation])';
+			expect(
+				removeKeysFromExpression(expression, ['top_level_operation'], true),
+			).toBe(
+				'(deployment.environment = $deployment.environment AND service.name = $service.name)',
+			);
+		});
+
+		it('removes first clause without leaving a dangling AND', () => {
+			expect(
+				removeKeysFromExpression(
+					'(deployment.environment = $deployment.environment AND service.name = $service.name)',
+					['deployment.environment'],
+					true,
+				),
+			).toBe('service.name = $service.name');
+		});
+
+		it('removes middle clause without disturbing surrounding AND', () => {
+			expect(
+				removeKeysFromExpression(
+					'(deployment.environment = $deployment.environment AND service.name = $service.name AND region = $region)',
+					['service.name'],
+					true,
+				),
+			).toBe(
+				'(deployment.environment = $deployment.environment AND region = $region)',
+			);
+		});
+
+		it('drops the empty paren group when its only child is removed', () => {
+			// (a) OR (b) — removing a must not leave () OR (b = '2')
+			// The remaining single-clause group has its redundant parens stripped too
+			expect(removeKeysFromExpression("(a = '1') OR (b = '2')", ['a'])).toBe(
+				"b = '2'",
+			);
+		});
+
+		it('handles OR inside parentheses without leaving dangling OR', () => {
+			expect(
+				removeKeysFromExpression(
+					'(service.name = $service.name OR operation = $operation)',
+					['operation'],
+					true,
+				),
+			).toBe('service.name = $service.name');
+		});
+	});
+
+	describe('ANTLR-based removal — BETWEEN, EXISTS, and other operators', () => {
+		it('removes a BETWEEN clause without treating its AND as a conjunction', () => {
+			// BETWEEN x AND y — the AND is part of the operator, not a conjunction
+			expect(
+				removeKeysFromExpression("a BETWEEN 1 AND 10 AND b = '2'", ['a']),
+			).toBe("b = '2'");
+		});
+
+		it('removes a NOT BETWEEN clause without treating its AND as a conjunction', () => {
+			expect(
+				removeKeysFromExpression("a NOT BETWEEN 1 AND 10 AND b = '2'", ['a']),
+			).toBe("b = '2'");
+		});
+
+		it('removes an EXISTS clause (no value token)', () => {
+			expect(removeKeysFromExpression("a = '1' AND b EXISTS", ['b'])).toBe(
+				"a = '1'",
+			);
+		});
+
+		it('removes a NOT EXISTS clause', () => {
+			expect(removeKeysFromExpression("a = '1' AND b NOT EXISTS", ['b'])).toBe(
+				"a = '1'",
+			);
+		});
+
+		it('removes an IN clause correctly', () => {
+			expect(
+				removeKeysFromExpression("service IN ['api', 'web'] AND status = 'ok'", [
+					'service',
+				]),
+			).toBe("status = 'ok'");
+		});
+
+		it('removes a NOT IN clause correctly', () => {
+			expect(
+				removeKeysFromExpression(
+					"service NOT IN ['api', 'web'] AND status = 'ok'",
+					['service'],
+				),
+			).toBe("status = 'ok'");
+		});
+
+		it('removes a CONTAINS clause correctly', () => {
+			expect(
+				removeKeysFromExpression("message CONTAINS 'error' AND service = 'api'", [
+					'message',
+				]),
+			).toBe("service = 'api'");
+		});
+
+		it('removes a LIKE clause correctly', () => {
+			expect(
+				removeKeysFromExpression("message LIKE '%error%' AND service = 'api'", [
+					'message',
+				]),
+			).toBe("service = 'api'");
+		});
+
+		it('removes a NOT LIKE clause correctly', () => {
+			expect(
+				removeKeysFromExpression("message NOT LIKE '%error%' AND service = 'api'", [
+					'message',
+				]),
+			).toBe("service = 'api'");
+		});
+	});
+
+	describe('ANTLR-based removal — AND/OR precedence combinations', () => {
+		it('handles a AND b AND c OR d: removing b leaves a AND c OR d', () => {
+			// AND binds tighter than OR, so this parses as (a AND b AND c) OR d
+			expect(
+				removeKeysFromExpression("a = '1' AND b = '2' AND c = '3' OR d = '4'", [
+					'b',
+				]),
+			).toBe("a = '1' AND c = '3' OR d = '4'");
+		});
+	});
+
+	describe('ANTLR-based removal — deeply nested expressions', () => {
+		const nestedExpr =
+			"((deployment.environment = $env1 OR deployment.environment = 'default') AND service.name = $svc1)";
+
+		it('removes service.name variable — outer and inner single-child parens both drop', () => {
+			// After removal: inner OR group keeps parens (2 items), outer group drops
+			// parens (1 item remains)
+			expect(removeKeysFromExpression(nestedExpr, ['service.name'], true)).toBe(
+				"(deployment.environment = $env1 OR deployment.environment = 'default')",
+			);
+		});
+
+		it('removes deployment.environment variable — inner OR collapses, outer parens kept', () => {
+			// Only the $env1 variable clause is removed; 'default' literal stays.
+			// Inner paren drops (single item left), outer paren stays (2 AND items remain).
+			expect(
+				removeKeysFromExpression(nestedExpr, ['deployment.environment'], true),
+			).toBe("(deployment.environment = 'default' AND service.name = $svc1)");
+		});
+	});
 });

 describe('formatValueForExpression', () => {
--- a/frontend/src/components/QueryBuilderV2/utils.ts
+++ b/frontend/src/components/QueryBuilderV2/utils.ts
@@ -1,4 +1,7 @@
 /* eslint-disable sonarjs/cognitive-complexity */
+import { CharStreams, CommonTokenStream, ParserRuleContext } from 'antlr4';
+import { cloneDeep, isEqual, sortBy } from 'lodash-es';
+import { v4 as uuid } from 'uuid';
 import { createAggregation } from 'api/v5/queryRange/prepareQueryRangePayloadV5';
 import {
 	DEPRECATED_OPERATORS_MAP,
@@ -6,7 +9,16 @@ import {
 	QUERY_BUILDER_FUNCTIONS,
 } from 'constants/antlrQueryConstants';
 import { getOperatorValue } from 'container/QueryBuilder/filters/QueryBuilderSearch/utils';
-import { cloneDeep, isEqual, sortBy } from 'lodash-es';
+import FilterQueryLexer from 'parser/FilterQueryLexer';
+import FilterQueryParser, {
+	AndExpressionContext,
+	ComparisonContext,
+	InClauseContext,
+	NotInClauseContext,
+	OrExpressionContext,
+	PrimaryContext,
+	UnaryExpressionContext,
+} from 'parser/FilterQueryParser';
 import { IQueryPair } from 'types/antlrQueryTypes';
 import { BaseAutocompleteData } from 'types/api/queryBuilder/queryAutocompleteResponse';
 import {
@@ -26,7 +38,6 @@ import { DataSource, ReduceOperators } from 'types/common/queryBuilder';
 import { extractQueryPairs } from 'utils/queryContextUtils';
 import { isQuoted, unquote } from 'utils/stringUtils';
 import { isFunctionOperator, isNonValueOperator } from 'utils/tokenUtils';
-import { v4 as uuid } from 'uuid';

 /**
 * Check if an operator requires array values (like IN, NOT IN)
@@ -513,97 +524,201 @@ export const convertFiltersToExpressionWithExistingQuery = (
 };

 /**
- * Removes specified key-value pairs from a logical query expression string.
+ * Removes clauses for specified keys from a filter query expression.
 *
- * This function parses the given query expression and removes any query pairs
- * whose keys match those in the `keysToRemove` array. It also removes any trailing
- * logical conjunctions (e.g., `AND`, `OR`) and whitespace that follow the matched pairs,
- * ensuring that the resulting expression remains valid and clean.
+ * Uses an ANTLR parse-tree traversal over the existing FilterQuery grammar so that
+ * compound predicates like `BETWEEN x AND y`, `EXISTS`, and `IN (...)` are treated
+ * as atomic nodes — their internal tokens are never confused with top-level AND/OR
+ * conjunctions. Surviving siblings are rejoined with the correct operator at each
+ * level of the tree, producing no dangling operators regardless of expression shape.
+ * If the expression cannot be parsed, it is returned unchanged.
 *
- * @param expression - The full query string.
- * @param keysToRemove - An array of keys (case-insensitive) that should be removed from the expression.
- * @param removeOnlyVariableExpressions - When true, only removes key-value pairs where the value is a variable (starts with $). When false, uses the original behavior.
- * @returns A new expression string with the specified keys and their associated clauses removed.
+ * @param expression - The full filter query string.
+ * @param keysToRemove - Keys (case-insensitive) whose clauses should be dropped.
+ * @param removeOnlyVariableExpressions - Controls which clauses are eligible for removal:
+ *   - `false` (default): removes all clauses for the key regardless of value.
+ *   - `true`: removes only the first clause whose value contains any `$`.
+ *   - `string` (e.g. `"$service.name"`): removes only the clause whose value exactly
+ *     matches that string — preferred when the specific variable reference is known.
+ * @returns The rewritten expression, or an empty string if all clauses were removed.
 */
 export const removeKeysFromExpression = (
 	expression: string,
 	keysToRemove: string[],
-	removeOnlyVariableExpressions = false,
+	removeOnlyVariableExpressions: string | boolean = false,
 ): string => {
 	if (!keysToRemove || keysToRemove.length === 0) {
 		return expression;
 	}
-
-	let updatedExpression = expression;
-
-	if (updatedExpression) {
-		keysToRemove.forEach((key) => {
-			// Extract key-value query pairs from the expression
-			const existingQueryPairs = extractQueryPairs(updatedExpression);
-
-			let queryPairsMap: Map<string, IQueryPair>;
-
-			if (existingQueryPairs.length > 0) {
-				// Filter query pairs based on the removeOnlyVariableExpressions flag
-				const filteredQueryPairs = removeOnlyVariableExpressions
-					? existingQueryPairs.filter((pair) => {
-							const pairKey = pair.key?.trim().toLowerCase();
-							const matchesKey = pairKey === `${key}`.trim().toLowerCase();
-							if (!matchesKey) {
-								return false;
-							}
-							const value = pair.value?.toString().trim();
-							return value && value.includes('$');
-						})
-					: existingQueryPairs;
-
-				// Build a map for quick lookup of query pairs by their lowercase trimmed keys
-				queryPairsMap = new Map(
-					filteredQueryPairs.map((pair) => {
-						const key = pair.key.trim().toLowerCase();
-						return [key, pair];
-					}),
-				);
-
-				// Lookup the current query pair using the attribute key (case-insensitive)
-				const currentQueryPair = queryPairsMap.get(`${key}`.trim().toLowerCase());
-				if (currentQueryPair && currentQueryPair.isComplete) {
-					// Determine the start index of the query pair (fallback order: key → operator → value)
-					const queryPairStart =
-						currentQueryPair.position.keyStart ??
-						currentQueryPair.position.operatorStart ??
-						currentQueryPair.position.valueStart;
-					// Determine the end index of the query pair (fallback order: value → operator → key)
-					let queryPairEnd =
-						currentQueryPair.position.valueEnd ??
-						currentQueryPair.position.operatorEnd ??
-						currentQueryPair.position.keyEnd;
-					// Get the part of the expression that comes after the current query pair
-					const expressionAfterPair = `${updatedExpression.slice(queryPairEnd + 1)}`;
-					// Match optional spaces and an optional conjunction (AND/OR), case-insensitive
-					const conjunctionOrSpacesRegex = /^(\s*((AND|OR)\s+)?)/i;
-					const match = expressionAfterPair.match(conjunctionOrSpacesRegex);
-					if (match && match.length > 0) {
-						// If match is found, extend the queryPairEnd to include the matched part
-						queryPairEnd += match[0].length;
-					}
-					// Remove the full query pair (including any conjunction/whitespace) from the expression
-					updatedExpression = `${updatedExpression.slice(
-						0,
-						queryPairStart,
-					)}${updatedExpression.slice(queryPairEnd + 1)}`.trim();
-				}
-			}
-		});
-
-		// Clean up any remaining trailing AND/OR operators and extra whitespace
-		updatedExpression = updatedExpression
-			.replace(/\s+(AND|OR)\s*$/i, '') // Remove trailing AND/OR
-			.replace(/^(AND|OR)\s+/i, '') // Remove leading AND/OR
-			.trim();
+	if (!expression.trim()) {
+		return expression;
 	}

-	return updatedExpression;
+	const keysSet = new Set(keysToRemove.map((k) => k.trim().toLowerCase()));
+	// Tracks keys for which a variable expression has already been removed.
+	// Having multiple $-value clauses for the same key is invalid; we remove at most one.
+	const removedVariableKeys = new Set<string>();
+
+	const chars = CharStreams.fromString(expression);
+	const lexer = new FilterQueryLexer(chars);
+	lexer.removeErrorListeners();
+	const tokenStream = new CommonTokenStream(lexer);
+	const parser = new FilterQueryParser(tokenStream);
+	parser.removeErrorListeners();
+
+	const tree = parser.query();
+
+	// If the expression couldn't be parsed, return it unchanged rather than mangling it
+	if (parser.syntaxErrorsCount > 0) {
+		return expression;
+	}
+
+	// Extract original source text for a node, preserving the user's exact formatting
+	const src = (ctx: ParserRuleContext): string =>
+		expression.slice(ctx.start.start, (ctx.stop ?? ctx.start).stop + 1);
+
+	// Returns null when the entire node should be dropped.
+	// isSingle = true means the result is a single, non-compound expression at
+	// this level (no AND/OR between sibling clauses), which lets the paren
+	// visitor decide whether wrapping is still needed.
+	type VisitResult = { text: string; isSingle: boolean } | null;
+
+	function visitOrExpression(ctx: OrExpressionContext): VisitResult {
+		const parts = ctx
+			.andExpression_list()
+			.map(visitAndExpression)
+			.filter((r): r is NonNullable<VisitResult> => r !== null);
+		if (parts.length === 0) {
+			return null;
+		}
+		// Single surviving branch — pass its isSingle straight through so the
+		// paren visitor can decide whether to keep the outer parens.
+		if (parts.length === 1) {
+			return parts[0];
+		}
+		return { text: parts.map((p) => p.text).join(' OR '), isSingle: false };
+	}
+
+	function visitAndExpression(ctx: AndExpressionContext): VisitResult {
+		const parts = ctx
+			.unaryExpression_list()
+			.map(visitUnaryExpression)
+			.filter((r): r is NonNullable<VisitResult> => r !== null);
+		if (parts.length === 0) {
+			return null;
+		}
+		if (parts.length === 1) {
+			return { text: parts[0].text, isSingle: true };
+		}
+		return { text: parts.map((p) => p.text).join(' AND '), isSingle: false };
+	}
+
+	function visitUnaryExpression(ctx: UnaryExpressionContext): VisitResult {
+		const primaryResult = visitPrimary(ctx.primary());
+		if (primaryResult === null) {
+			return null;
+		}
+		return ctx.NOT()
+			? { text: `NOT ${primaryResult.text}`, isSingle: true }
+			: primaryResult;
+	}
+
+	function visitPrimary(ctx: PrimaryContext): VisitResult {
+		// Parenthesised sub-expression: ( orExpression )
+		const orCtx = ctx.orExpression();
+		if (orCtx) {
+			const inner = visitOrExpression(orCtx);
+			if (inner === null) {
+				return null;
+			}
+			// Drop redundant parens when the group collapses to a single clause;
+			// keep them when multiple clauses remain (operator-precedence matters).
+			if (inner.isSingle) {
+				return { text: inner.text, isSingle: true };
+			}
+			return { text: `(${inner.text})`, isSingle: true };
+		}
+
+		const compCtx = ctx.comparison();
+		if (compCtx) {
+			const result = visitComparison(compCtx);
+			return result !== null ? { text: result, isSingle: true } : null;
+		}
+
+		// functionCall, fullText, bare key, bare value — keep verbatim
+		return { text: src(ctx), isSingle: true };
+	}
+
+	function visitComparison(ctx: ComparisonContext): string | null {
+		const keyText = ctx.key().getText().trim().toLowerCase();
+
+		if (!keysSet.has(keyText)) {
+			return src(ctx);
+		}
+
+		if (removeOnlyVariableExpressions) {
+			// Scope the value check to value nodes only — not the full comparison text —
+			// so a key that contains '$' does not trigger removal when the value is a
+			// literal. The ANTLR4 runtime returns null from getTypedRuleContext when a
+			// rule is absent, despite the non-nullable TypeScript signatures.
+			const inCtx = ctx.inClause() as unknown as InClauseContext | null;
+			const notInCtx = ctx.notInClause() as unknown as NotInClauseContext | null;
+			// When a specific variable string is supplied, require an exact match so we
+			// never accidentally remove a different $-valued clause for the same key.
+			const matchesVariable = (text: string): boolean =>
+				typeof removeOnlyVariableExpressions === 'string'
+					? text === removeOnlyVariableExpressions
+					: text.includes('$');
+
+			const valueHasVariable = (): boolean => {
+				// Simple comparisons: key = $var, BETWEEN $v1 AND $v2, etc.
+				if (ctx.value_list().some((v) => matchesVariable(v.getText()))) {
+					return true;
+				}
+				// IN $var (bare single value) or IN ($v1, $v2) (value list)
+				if (inCtx) {
+					const bare = inCtx.value() as unknown as { getText(): string } | null;
+					if (bare && matchesVariable(bare.getText())) {
+						return true;
+					}
+					const list = inCtx.valueList() as unknown as {
+						value_list(): { getText(): string }[];
+					} | null;
+					if (list && list.value_list().some((v) => matchesVariable(v.getText()))) {
+						return true;
+					}
+				}
+				// NOT IN $var or NOT IN ($v1, $v2)
+				if (notInCtx) {
+					const bare = notInCtx.value() as unknown as { getText(): string } | null;
+					if (bare && matchesVariable(bare.getText())) {
+						return true;
+					}
+					const list = notInCtx.valueList() as unknown as {
+						value_list(): { getText(): string }[];
+					} | null;
+					if (list && list.value_list().some((v) => matchesVariable(v.getText()))) {
+						return true;
+					}
+				}
+				return false;
+			};
+
+			if (valueHasVariable()) {
+				if (removedVariableKeys.has(keyText)) {
+					return src(ctx);
+				}
+				removedVariableKeys.add(keyText);
+				return null;
+			}
+			return src(ctx);
+		}
+
+		return null;
+	}
+
+	const result = visitOrExpression(tree.expression().orExpression());
+	return result?.text ?? '';
 };

 /**
--- a/frontend/src/container/DashboardContainer/DashboardVariablesSelection/useDashboardVariableUpdate.ts
+++ b/frontend/src/container/DashboardContainer/DashboardVariablesSelection/useDashboardVariableUpdate.ts
@@ -1,5 +1,7 @@
 /* eslint-disable sonarjs/cognitive-complexity */
 import { useCallback } from 'react';
+import { useTranslation } from 'react-i18next';
+import { toast } from '@signozhq/ui/sonner';
 import { useAddDynamicVariableToPanels } from 'hooks/dashboard/useAddDynamicVariableToPanels';
 import { updateLocalStorageDashboardVariable } from 'hooks/dashboard/useDashboardFromLocalStorage';
 import { useUpdateDashboard } from 'hooks/dashboard/useUpdateDashboard';
@@ -48,6 +50,7 @@ export const useDashboardVariableUpdate =
 		);
 		const addDynamicVariableToPanels = useAddDynamicVariableToPanels();
 		const updateMutation = useUpdateDashboard();
+		const { t } = useTranslation('dashboard');

 		const onValueUpdate = useCallback(
 			(
@@ -177,6 +180,14 @@ export const useDashboardVariableUpdate =
 				// Get current dashboard variables
 				const currentVariables = dashboardData.data.variables || {};

+				const nameExists = Object.values(currentVariables).some(
+					(v) => v.name === name,
+				);
+				if (nameExists) {
+					toast.error(t('variable_name_already_exists', { name, ns: 'dashboard' }));
+					return;
+				}
+
 				// Create tableRowData like Dashboard Settings does
 				const tableRowData = [];
 				const variableOrderArr = [];
@@ -202,21 +213,20 @@ export const useDashboardVariableUpdate =
 				// Create new variable
 				const nextOrder =
 					variableOrderArr.length > 0 ? Math.max(...variableOrderArr) + 1 : 0;
-				const newVariable: any = {
+				const newVariable: IDashboardVariable = {
 					id: uuidv4(),
 					name,
-					type: 'DYNAMIC' as const,
+					type: 'DYNAMIC',
 					description,
 					order: nextOrder,
 					selectedValue: value,
 					allSelected: false,
 					haveCustomValuesSelected: false,
-					sort: 'ASC' as const,
+					sort: 'ASC',
 					multiSelect: true,
 					showALLOption: true,
 					dynamicVariablesAttribute: name,
 					dynamicVariablesSource: source,
-					dynamicVariablesWidgetIds: [],
 					queryValue: '',
 				};

--- a/pkg/sqlschema/index.go
+++ b/pkg/sqlschema/index.go
@@ -1,6 +1,8 @@
 package sqlschema

 import (
+	"fmt"
+	"hash/fnv"
 	"slices"
 	"strings"

@@ -49,9 +51,23 @@ type Index interface {
 	ToDropSQL(fmter SQLFormatter) []byte
 }

+// UniqueIndex models a unique index on a table.
+//
+// In the common case the index keys on plain columns: set only ColumnNames and
+// the SQL is emitted with each column identifier-quoted by the formatter
+// (`CREATE UNIQUE INDEX uq_t_a_b ON t (a, b)`).
+//
+// For functional indexes (e.g. case-insensitive uniqueness on `LOWER(col)`),
+// set Expressions to the raw SQL parts and use ColumnNames as metadata for
+// "which columns does this index touch". When Expressions is non-empty, it
+// overrides ColumnNames for SQL emission — each entry is written verbatim, so
+// the caller owns well-formedness — and the auto-generated name uses a hash
+// suffix instead of a readable column join because expressions aren't valid
+// identifier fragments.
 type UniqueIndex struct {
 	TableName   TableName
 	ColumnNames []ColumnName
+	Expressions []string
 	name        string
 }

@@ -71,16 +87,28 @@ func (index *UniqueIndex) Name() string {
 		}
 		b.WriteString(string(column))
 	}
+
+	if len(index.Expressions) > 0 {
+		if len(index.ColumnNames) > 0 {
+			b.WriteString("_")
+		}
+		hasher := fnv.New32a()
+		_, _ = hasher.Write([]byte(strings.Join(index.Expressions, "\x00")))
+		fmt.Fprintf(&b, "%08x", hasher.Sum32())
+	}
 	return b.String()
 }

 func (index *UniqueIndex) Named(name string) Index {
 	copyOfColumnNames := make([]ColumnName, len(index.ColumnNames))
 	copy(copyOfColumnNames, index.ColumnNames)
+	copyOfExpressions := make([]string, len(index.Expressions))
+	copy(copyOfExpressions, index.Expressions)

 	return &UniqueIndex{
 		TableName:   index.TableName,
 		ColumnNames: copyOfColumnNames,
+		Expressions: copyOfExpressions,
 		name:        name,
 	}
 }
@@ -101,7 +129,18 @@ func (index *UniqueIndex) Equals(other Index) bool {
 	if other.Type() != IndexTypeUnique {
 		return false
 	}
-
+	otherUnique, ok := other.(*UniqueIndex)
+	if !ok {
+		return false
+	}
+	// Plain and functional indexes produce different SQL even if their column
+	// sets overlap; require both shapes to match.
+	if (len(index.Expressions) == 0) != (len(otherUnique.Expressions) == 0) {
+		return false
+	}
+	if len(index.Expressions) > 0 && !slices.Equal(index.Expressions, otherUnique.Expressions) {
+		return false
+	}
 	return index.Name() == other.Name() && slices.Equal(index.Columns(), other.Columns())
 }

@@ -114,12 +153,20 @@ func (index *UniqueIndex) ToCreateSQL(fmter SQLFormatter) []byte {
 	sql = fmter.AppendIdent(sql, string(index.TableName))
 	sql = append(sql, " ("...)

-	for i, column := range index.ColumnNames {
-		if i > 0 {
-			sql = append(sql, ", "...)
+	if len(index.Expressions) > 0 {
+		for i, expr := range index.Expressions {
+			if i > 0 {
+				sql = append(sql, ", "...)
+			}
+			sql = append(sql, expr...)
+		}
+	} else {
+		for i, column := range index.ColumnNames {
+			if i > 0 {
+				sql = append(sql, ", "...)
+			}
+			sql = fmter.AppendIdent(sql, string(column))
 		}
-
-		sql = fmter.AppendIdent(sql, string(column))
 	}

 	sql = append(sql, ")"...)
--- a/pkg/sqlschema/index_test.go
+++ b/pkg/sqlschema/index_test.go
@@ -38,6 +38,43 @@ func TestIndexToCreateSQL(t *testing.T) {
 			},
 			sql: `CREATE UNIQUE INDEX IF NOT EXISTS "my_index" ON "users" ("id", "name", "email")`,
 		},
+		{
+			name: "Unique_Functional_SingleExpression",
+			index: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"LOWER(email)"},
+			},
+			sql: `CREATE UNIQUE INDEX IF NOT EXISTS "uq_users_email_1e5a87f1" ON "users" (LOWER(email))`,
+		},
+		{
+			name: "Unique_Functional_MixedColumnsAndExpressions",
+			index: &UniqueIndex{
+				TableName:   "tag",
+				ColumnNames: []ColumnName{"org_id", "kind", "key", "value"},
+				Expressions: []string{"org_id", "kind", "LOWER(key)", "LOWER(value)"},
+			},
+			sql: `CREATE UNIQUE INDEX IF NOT EXISTS "uq_tag_org_id_kind_key_value_57e8f81f" ON "tag" (org_id, kind, LOWER(key), LOWER(value))`,
+		},
+		{
+			name: "Unique_Functional_ComplexExpression",
+			index: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"first_name", "last_name"},
+				Expressions: []string{"LOWER(TRIM(first_name) || ' ' || TRIM(last_name))"},
+			},
+			sql: `CREATE UNIQUE INDEX IF NOT EXISTS "uq_users_first_name_last_name_adb1ff53" ON "users" (LOWER(TRIM(first_name) || ' ' || TRIM(last_name)))`,
+		},
+		{
+			name: "Unique_Functional_Named",
+			index: &UniqueIndex{
+				TableName:   "tag",
+				ColumnNames: []ColumnName{"org_id", "kind", "key", "value"},
+				Expressions: []string{"org_id", "kind", "LOWER(key)", "LOWER(value)"},
+				name:        "uq_tag_org_kind_lower_key_lower_value",
+			},
+			sql: `CREATE UNIQUE INDEX IF NOT EXISTS "uq_tag_org_kind_lower_key_lower_value" ON "tag" (org_id, kind, LOWER(key), LOWER(value))`,
+		},
 		{
 			name: "PartialUnique_1Column",
 			index: &PartialUniqueIndex{
@@ -229,6 +266,47 @@ func TestIndexEquals(t *testing.T) {
 			},
 			equals: false,
 		},
+		{
+			name: "Unique_Functional_Same",
+			a: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"LOWER(email)"},
+			},
+			b: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"LOWER(email)"},
+			},
+			equals: true,
+		},
+		{
+			name: "Unique_Functional_DifferentExpressions",
+			a: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"LOWER(email)"},
+			},
+			b: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"UPPER(email)"},
+			},
+			equals: false,
+		},
+		{
+			name: "Unique_Functional_NotEqualToPlainSameColumns",
+			a: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+				Expressions: []string{"LOWER(email)"},
+			},
+			b: &UniqueIndex{
+				TableName:   "users",
+				ColumnNames: []ColumnName{"email"},
+			},
+			equals: false,
+		},
 	}

 	for _, testCase := range testCases {
@@ -238,6 +316,75 @@ func TestIndexEquals(t *testing.T) {
 	}
 }

+func TestUniqueIndexFunctionalName(t *testing.T) {
+	t.Run("autogen uses uq_<table>_<hash>", func(t *testing.T) {
+		idx := &UniqueIndex{
+			TableName:   "tag",
+			ColumnNames: []ColumnName{"org_id", "kind", "key", "value"},
+			Expressions: []string{"org_id", "kind", "LOWER(key)", "LOWER(value)"},
+		}
+		assert.Equal(t, "uq_tag_org_id_kind_key_value_57e8f81f", idx.Name())
+	})
+
+	t.Run("same expressions produce the same name", func(t *testing.T) {
+		a := &UniqueIndex{
+			TableName:   "users",
+			Expressions: []string{"LOWER(email)"},
+		}
+		b := &UniqueIndex{
+			TableName:   "users",
+			Expressions: []string{"LOWER(email)"},
+		}
+		assert.Equal(t, a.Name(), b.Name())
+	})
+
+	t.Run("different expressions produce different names", func(t *testing.T) {
+		a := &UniqueIndex{
+			TableName:   "users",
+			Expressions: []string{"LOWER(email)"},
+		}
+		b := &UniqueIndex{
+			TableName:   "users",
+			Expressions: []string{"UPPER(email)"},
+		}
+		assert.NotEqual(t, a.Name(), b.Name())
+	})
+
+	t.Run("expressions in different order produce different names", func(t *testing.T) {
+		a := &UniqueIndex{
+			TableName:   "tag",
+			Expressions: []string{"org_id", "LOWER(key)"},
+		}
+		b := &UniqueIndex{
+			TableName:   "tag",
+			Expressions: []string{"LOWER(key)", "org_id"},
+		}
+		assert.NotEqual(t, a.Name(), b.Name())
+	})
+
+	t.Run("functional autogen differs from plain autogen for same columns", func(t *testing.T) {
+		plain := &UniqueIndex{
+			TableName:   "users",
+			ColumnNames: []ColumnName{"email"},
+		}
+		functional := &UniqueIndex{
+			TableName:   "users",
+			ColumnNames: []ColumnName{"email"},
+			Expressions: []string{"LOWER(email)"},
+		}
+		assert.Equal(t, "uq_users_email", plain.Name())
+		assert.NotEqual(t, plain.Name(), functional.Name())
+	})
+
+	t.Run("Named() override wins over hash", func(t *testing.T) {
+		idx := (&UniqueIndex{
+			TableName:   "tag",
+			Expressions: []string{"org_id", "LOWER(key)"},
+		}).Named("my_functional_index")
+		assert.Equal(t, "my_functional_index", idx.Name())
+	})
+}
+
 func TestPartialUniqueIndexName(t *testing.T) {
 	a := &PartialUniqueIndex{
 		TableName:   "users",
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -27,6 +27,7 @@ pytest_plugins = [
    "fixtures.seeder",
    "fixtures.serviceaccount",
    "fixtures.role",
+    "fixtures.seed_golden_dataset",
 ]


--- a/tests/e2e/bootstrap/global.setup.ts
+++ b/tests/e2e/bootstrap/global.setup.ts
@@ -0,0 +1,13 @@
+import { expect, test as setup } from '@playwright/test';
+
+const seederUrl = process.env.SIGNOZ_E2E_SEEDER_URL ?? '';
+
+setup('refresh golden dataset', async ({ request }) => {
+	expect(seederUrl, 'SIGNOZ_E2E_SEEDER_URL not set').not.toBe('');
+	const response = await request.post(`${seederUrl}/seed/golden`, {
+		timeout: 120_000,
+	});
+	expect(response.ok()).toBeTruthy();
+	// eslint-disable-next-line no-console
+	console.log(`[setup] refreshed golden dataset: ${await response.text()}`);
+});
--- a/tests/e2e/bootstrap/global.teardown.ts
+++ b/tests/e2e/bootstrap/global.teardown.ts
@@ -0,0 +1,13 @@
+import { expect, test as teardown } from '@playwright/test';
+
+const seederUrl = process.env.SIGNOZ_E2E_SEEDER_URL ?? '';
+
+teardown('clear seeded telemetry', async ({ request }) => {
+	expect(seederUrl, 'SIGNOZ_E2E_SEEDER_URL not set').not.toBe('');
+	for (const signal of ['metrics', 'traces', 'logs'] as const) {
+		const response = await request.delete(`${seederUrl}/telemetry/${signal}`, {
+			timeout: 60_000,
+		});
+		expect(response.ok()).toBeTruthy();
+	}
+});
--- a/tests/e2e/bootstrap/setup.py
+++ b/tests/e2e/bootstrap/setup.py
@@ -2,6 +2,7 @@ import os
 from pathlib import Path

 import pytest
+import requests

 from fixtures import types
 from fixtures.auth import USER_ADMIN_EMAIL, USER_ADMIN_PASSWORD
@@ -39,5 +40,17 @@ def test_teardown(
    create_user_admin: types.Operation,  # pylint: disable=unused-argument
    apply_license: types.Operation,  # pylint: disable=unused-argument
    seeder: types.TestContainerDocker,  # pylint: disable=unused-argument
+    pytestconfig: pytest.Config,
 ) -> None:
-    """Fixture dependencies trigger container teardown via --teardown."""
+    """Truncate seeded telemetry; containers come down via fixture
+    dependency under `--teardown`."""
+    cached = pytestconfig.cache.get("seeder", None)
+    if not cached:
+        return
+    restored = types.TestContainerDocker.from_cache(cached)
+    base = restored.host_configs["8080"].base().rstrip("/")
+    for signal in ("metrics", "traces", "logs"):
+        try:
+            requests.delete(f"{base}/telemetry/{signal}", timeout=30).raise_for_status()
+        except Exception as e:  # pylint: disable=broad-exception-caught
+            print(f"seeder DELETE /telemetry/{signal} failed: {e}")
--- a/tests/e2e/playwright.config.ts
+++ b/tests/e2e/playwright.config.ts
@@ -50,12 +50,36 @@ export default defineConfig({
 		viewport: { width: 1280, height: 720 },
 	},

-	// Browser projects. No project-level auth — specs opt in via the
-	// authedPage fixture in tests/e2e/fixtures/auth.ts, which logs a user
-	// in on first use and caches the resulting storageState per worker.
+	// `setup` runs `bootstrap/global.setup.ts` once before any browser
+	// project — refreshes the golden dataset so chart-data assertions
+	// land inside default panel time windows. Per
+	// https://playwright.dev/docs/test-global-setup-teardown#option-1-project-dependencies.
 	projects: [
-		{ name: 'chromium', use: devices['Desktop Chrome'] },
-		{ name: 'firefox', use: devices['Desktop Firefox'] },
-		{ name: 'webkit', use: devices['Desktop Safari'] },
+		{
+			name: 'setup',
+			testDir: './bootstrap',
+			testMatch: /global\.setup\.ts/,
+			teardown: 'teardown',
+		},
+		{
+			name: 'teardown',
+			testDir: './bootstrap',
+			testMatch: /global\.teardown\.ts/,
+		},
+		{
+			name: 'chromium',
+			use: devices['Desktop Chrome'],
+			dependencies: ['setup'],
+		},
+		{
+			name: 'firefox',
+			use: devices['Desktop Firefox'],
+			dependencies: ['setup'],
+		},
+		{
+			name: 'webkit',
+			use: devices['Desktop Safari'],
+			dependencies: ['setup'],
+		},
 	],
 });
--- a/tests/e2e/tsconfig.json
+++ b/tests/e2e/tsconfig.json
@@ -18,6 +18,6 @@
    "outDir": "./dist",
    "rootDir": "."
  },
-  "include": ["tests/**/*.ts", "helpers/**/*.ts", "fixtures/**/*.ts", "playwright.config.ts"],
+  "include": ["tests/**/*.ts", "helpers/**/*.ts", "fixtures/**/*.ts", "bootstrap/**/*.ts", "playwright.config.ts"],
  "exclude": ["node_modules", "dist"]
 }
--- a/tests/e2e/yarn.lock
+++ b/tests/e2e/yarn.lock
@@ -1,352 +0,0 @@
-# THIS IS AN AUTOGENERATED FILE. DO NOT EDIT THIS FILE DIRECTLY.
-# yarn lockfile v1
-
-
-"@oxfmt/binding-android-arm-eabi@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-android-arm-eabi/-/binding-android-arm-eabi-0.41.0.tgz#09438448ab9479730582cd00fb86e4c33795a364"
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-
-"@oxfmt/binding-android-arm64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-android-arm64/-/binding-android-arm64-0.41.0.tgz#b01eef08ff2a6be90f5805fe28339ec0130a955c"
-  integrity sha512-s0b1dxNgb2KomspFV2LfogC2XtSJB42POXF4bMCLJyvQmAGos4ZtjGPfQreToQEaY0FQFjz3030ggI36rF1q5g==
-
-"@oxfmt/binding-darwin-arm64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-darwin-arm64/-/binding-darwin-arm64-0.41.0.tgz#a2e24b7c52d40e3bb01939fa9c994d56923294ce"
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-
-"@oxfmt/binding-darwin-x64@0.41.0":
-  version "0.41.0"
-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-darwin-x64/-/binding-darwin-x64-0.41.0.tgz#c114c0a30195a65cfe0247e2ffd000416df4d4bc"
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-
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-freebsd-x64/-/binding-freebsd-x64-0.41.0.tgz#a9057a31860ec79970a16b5a0a801a51fab99168"
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-
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-  resolved "https://registry.yarnpkg.com/@oxfmt/binding-linux-arm-gnueabihf/-/binding-linux-arm-gnueabihf-0.41.0.tgz#1a2be3cbbf2d9e90808858ba8fc38b24023ac44c"
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-
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-    "@oxlint/binding-darwin-x64" "1.61.0"
-    "@oxlint/binding-freebsd-x64" "1.61.0"
-    "@oxlint/binding-linux-arm-gnueabihf" "1.61.0"
-    "@oxlint/binding-linux-arm-musleabihf" "1.61.0"
-    "@oxlint/binding-linux-arm64-gnu" "1.61.0"
-    "@oxlint/binding-linux-arm64-musl" "1.61.0"
-    "@oxlint/binding-linux-ppc64-gnu" "1.61.0"
-    "@oxlint/binding-linux-riscv64-gnu" "1.61.0"
-    "@oxlint/binding-linux-riscv64-musl" "1.61.0"
-    "@oxlint/binding-linux-s390x-gnu" "1.61.0"
-    "@oxlint/binding-linux-x64-gnu" "1.61.0"
-    "@oxlint/binding-linux-x64-musl" "1.61.0"
-    "@oxlint/binding-openharmony-arm64" "1.61.0"
-    "@oxlint/binding-win32-arm64-msvc" "1.61.0"
-    "@oxlint/binding-win32-ia32-msvc" "1.61.0"
-    "@oxlint/binding-win32-x64-msvc" "1.61.0"
-
-playwright-core@1.57.0-alpha-2025-10-11:
-  version "1.57.0-alpha-2025-10-11"
-  resolved "https://registry.yarnpkg.com/playwright-core/-/playwright-core-1.57.0-alpha-2025-10-11.tgz#b444b75542a43bc354e512d076344d9258997e9c"
-  integrity sha512-X6KAunryZlslAdEdlN5gIIP3sFU6Uot3vzLoGCZ9SNv0JvXd6e2g7ArjnpOQld36yKszq8J+wQJRlIvdXkIvRw==
-
-playwright@1.57.0-alpha-2025-10-11:
-  version "1.57.0-alpha-2025-10-11"
-  resolved "https://registry.yarnpkg.com/playwright/-/playwright-1.57.0-alpha-2025-10-11.tgz#af67a28d64b39fe57eea454b2b312e98bfff02a5"
-  integrity sha512-a80kAd59up/kURcKE7THLzx3lN6a1G9RhsgP9ZfLGL7WtnOhOdRLxbHwmjWUG11ybEDeYNpj1qwT02MT4R+rew==
-  dependencies:
-    playwright-core "1.57.0-alpha-2025-10-11"
-  optionalDependencies:
-    fsevents "2.3.2"
-
-tinypool@2.1.0:
-  version "2.1.0"
-  resolved "https://registry.yarnpkg.com/tinypool/-/tinypool-2.1.0.tgz#303a671d6ef68d03c9512cdc9a47c86b8a85f20c"
-  integrity sha512-Pugqs6M0m7Lv1I7FtxN4aoyToKg1C4tu+/381vH35y8oENM/Ai7f7C4StcoK4/+BSw9ebcS8jRiVrORFKCALLw==
-
-typescript@^5.0.0:
-  version "5.9.3"
-  resolved "https://registry.yarnpkg.com/typescript/-/typescript-5.9.3.tgz#5b4f59e15310ab17a216f5d6cf53ee476ede670f"
-  integrity sha512-jl1vZzPDinLr9eUt3J/t7V6FgNEw9QjvBPdysz9KfQDD41fQrC2Y4vKQdiaUpFT4bXlb1RHhLpp8wtm6M5TgSw==
-
-undici-types@~6.21.0:
-  version "6.21.0"
-  resolved "https://registry.yarnpkg.com/undici-types/-/undici-types-6.21.0.tgz#691d00af3909be93a7faa13be61b3a5b50ef12cb"
-  integrity sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==
--- a/tests/fixtures/seed_golden_dataset.py
+++ b/tests/fixtures/seed_golden_dataset.py
@@ -0,0 +1,361 @@
+"""Golden dataset fixture — seeds OTel-demo-shaped metrics, traces, and
+logs into ClickHouse via the seeder on every test_setup invocation.
+
+Timestamps are rebased to `now` so panels with default time windows
+always find data. To refresh the dataset shape on disk, run
+`uv run python -m fixtures.seed_golden_dataset regenerate`.
+"""
+
+from __future__ import annotations
+
+import datetime
+import json
+import logging
+import os
+import random
+from collections.abc import Iterator
+from pathlib import Path
+
+import pytest
+import requests
+
+from fixtures import types
+
+logger = logging.getLogger(__name__)
+
+_GOLDEN_DIR = Path(__file__).resolve().parent.parent / "seeder" / "golden"
+METRICS_PATH = _GOLDEN_DIR / "otel-demo-metrics-golden.jsonl"
+TRACES_PATH = _GOLDEN_DIR / "otel-demo-traces-golden.jsonl"
+LOGS_PATH = _GOLDEN_DIR / "otel-demo-logs-golden.jsonl"
+
+
+# ─── Generator ───────────────────────────────────────────────────────────
+
+_SERVICES = [
+    "adservice",
+    "cartservice",
+    "checkoutservice",
+    "currencyservice",
+    "frontend",
+    "paymentservice",
+    "productcatalogservice",
+    "shippingservice",
+]
+_OPERATIONS = {
+    "adservice": ["/ads/get", "/ads/list"],
+    "cartservice": ["/cart/add", "/cart/get", "/cart/empty"],
+    "checkoutservice": ["/checkout"],
+    "currencyservice": ["/currency/convert"],
+    "frontend": ["/", "/product", "/checkout"],
+    "paymentservice": ["/payment/charge"],
+    "productcatalogservice": ["/products/list", "/products/get"],
+    "shippingservice": ["/shipping/quote", "/shipping/ship"],
+}
+_DB_SERVICES = {"cartservice", "productcatalogservice"}
+_ENV = "production"
+_BUCKET_MINUTES = 5
+_WINDOW_HOURS = 6
+
+
+def _generate_metrics() -> list[dict]:
+    rng = random.Random(20260511)
+    samples: list[dict] = []
+    n_buckets = (_WINDOW_HOURS * 60) // _BUCKET_MINUTES
+    base_counter = 1000
+
+    for service in _SERVICES:
+        for operation in _OPERATIONS[service]:
+            for status in ("STATUS_CODE_OK", "STATUS_CODE_ERROR"):
+                weight = 9 if status == "STATUS_CODE_OK" else 1
+                counter = base_counter
+                latency_sum = 0
+                for i in range(n_buckets):
+                    minutes_ago = (_WINDOW_HOURS * 60) - (i + 1) * _BUCKET_MINUTES
+                    bucket_calls = int(weight * (50 + 20 * (1 + i % 12 / 12.0) + rng.randint(0, 10)))
+                    counter += bucket_calls
+                    latency_sum += bucket_calls * rng.randint(100_000, 500_000)
+                    resource_attrs = {
+                        "service.name": service,
+                        "deployment.environment": _ENV,
+                        "k8s.namespace.name": f"signoz-{service}",
+                    }
+                    point_attrs = {
+                        "operation": operation,
+                        "status_code": status,
+                        "span_kind": "SPAN_KIND_SERVER",
+                    }
+                    for name, value in (
+                        ("signoz_calls_total", counter),
+                        ("signoz_latency_count", counter),
+                        ("signoz_latency_sum", latency_sum),
+                    ):
+                        samples.append(
+                            {
+                                "metric_name": name,
+                                "minutes_ago": minutes_ago,
+                                "value": value,
+                                "resource_attributes": resource_attrs,
+                                "attributes": point_attrs,
+                                "is_monotonic": True,
+                            }
+                        )
+        if service in _DB_SERVICES:
+            db_counter = 0
+            for i in range(n_buckets):
+                minutes_ago = (_WINDOW_HOURS * 60) - (i + 1) * _BUCKET_MINUTES
+                db_counter += 20 + rng.randint(0, 15)
+                samples.append(
+                    {
+                        "metric_name": "signoz_db_latency_count",
+                        "minutes_ago": minutes_ago,
+                        "value": db_counter,
+                        "resource_attributes": {
+                            "service.name": service,
+                            "deployment.environment": _ENV,
+                            "k8s.namespace.name": f"signoz-{service}",
+                        },
+                        "attributes": {
+                            "db.system": "postgresql" if service == "cartservice" else "mongodb",
+                        },
+                        "is_monotonic": True,
+                    }
+                )
+    return samples
+
+
+def _generate_traces() -> list[dict]:
+    rng = random.Random(20260512)
+    samples: list[dict] = []
+    n_buckets = 12
+    for service in _SERVICES:
+        for operation in _OPERATIONS[service]:
+            for i in range(n_buckets):
+                minutes_ago = int((_WINDOW_HOURS * 60) - i * (_WINDOW_HOURS * 60 / n_buckets))
+                http_status = "500" if rng.random() < 0.05 else "200"
+                samples.append(
+                    {
+                        "name": f"{service} {operation}",
+                        "kind": "SERVER",
+                        "minutes_ago": minutes_ago,
+                        "duration_ms": rng.randint(50, 500),
+                        "status": "ERROR" if http_status == "500" else "OK",
+                        "resource_attributes": {
+                            "service.name": service,
+                            "deployment.environment": _ENV,
+                            "k8s.namespace.name": f"signoz-{service}",
+                        },
+                        "attributes": {
+                            "http.method": "GET" if "get" in operation.lower() or operation == "/" else "POST",
+                            "http.route": operation,
+                            "http.status_code": http_status,
+                        },
+                    }
+                )
+    return samples
+
+
+_LOG_SEVERITIES = [("INFO", 0.85), ("WARN", 0.10), ("ERROR", 0.05)]
+_LOG_BODIES = {
+    "INFO": ["Handled request", "Cache hit", "Connection established"],
+    "WARN": ["Slow response detected", "Cache miss", "Retrying upstream call"],
+    "ERROR": ["Upstream call failed", "Database query timed out", "Auth failed"],
+}
+
+
+def _generate_logs() -> list[dict]:
+    rng = random.Random(20260512)
+    samples: list[dict] = []
+    n_buckets = 24
+    for service in _SERVICES:
+        for i in range(n_buckets):
+            minutes_ago = int((_WINDOW_HOURS * 60) - i * (_WINDOW_HOURS * 60 / n_buckets))
+            r = rng.random()
+            cumulative = 0.0
+            severity = "INFO"
+            for name, weight in _LOG_SEVERITIES:
+                cumulative += weight
+                if r < cumulative:
+                    severity = name
+                    break
+            samples.append(
+                {
+                    "body": f"[{service}] {rng.choice(_LOG_BODIES[severity])}",
+                    "severity": severity,
+                    "minutes_ago": minutes_ago,
+                    "resource_attributes": {
+                        "service.name": service,
+                        "deployment.environment": _ENV,
+                        "k8s.namespace.name": f"signoz-{service}",
+                    },
+                    "attributes": {"logger.name": f"{service}.app"},
+                }
+            )
+    return samples
+
+
+def _write_jsonl(path: Path, samples: list[dict]) -> None:
+    path.parent.mkdir(parents=True, exist_ok=True)
+    with path.open("w") as f:
+        for s in samples:
+            f.write(json.dumps(s, separators=(",", ":")))
+            f.write("\n")
+
+
+def regenerate() -> dict[str, int]:
+    metrics = _generate_metrics()
+    traces = _generate_traces()
+    logs = _generate_logs()
+    _write_jsonl(METRICS_PATH, metrics)
+    _write_jsonl(TRACES_PATH, traces)
+    _write_jsonl(LOGS_PATH, logs)
+    return {"metrics": len(metrics), "traces": len(traces), "logs": len(logs)}
+
+
+# ─── Loader ──────────────────────────────────────────────────────────────
+
+
+_KIND_TO_INT = {
+    "UNSPECIFIED": 0,
+    "INTERNAL": 1,
+    "SERVER": 2,
+    "CLIENT": 3,
+    "PRODUCER": 4,
+    "CONSUMER": 5,
+}
+_STATUS_TO_INT = {"UNSET": 0, "OK": 1, "ERROR": 2}
+
+
+def _read_jsonl(path: Path) -> Iterator[dict]:
+    with path.open() as f:
+        for line in f:
+            line = line.strip()
+            if line:
+                yield json.loads(line)
+
+
+def _iso_minus_minutes(now: datetime.datetime, minutes: float) -> str:
+    ts = now - datetime.timedelta(minutes=minutes)
+    return ts.replace(tzinfo=datetime.UTC).isoformat().replace("+00:00", "Z")
+
+
+def _rebased_metric(sample: dict, now: datetime.datetime) -> dict:
+    out = {k: v for k, v in sample.items() if k != "minutes_ago"}
+    out["timestamp"] = _iso_minus_minutes(now, sample["minutes_ago"])
+    return out
+
+
+def _rebased_trace(sample: dict, now: datetime.datetime) -> dict:
+    return {
+        "timestamp": _iso_minus_minutes(now, sample["minutes_ago"]),
+        "duration": f"PT{sample['duration_ms'] / 1000:.3f}S",
+        "trace_id": sample.get("trace_id") or os.urandom(16).hex(),
+        "span_id": sample.get("span_id") or os.urandom(8).hex(),
+        "name": sample["name"],
+        "kind": _KIND_TO_INT.get(str(sample.get("kind", "SERVER")).upper(), 2),
+        "status_code": _STATUS_TO_INT.get(str(sample.get("status", "UNSET")).upper(), 0),
+        "resources": sample.get("resource_attributes", {}),
+        "attributes": sample.get("attributes", {}),
+    }
+
+
+def _rebased_log(sample: dict, now: datetime.datetime) -> dict:
+    return {
+        "timestamp": _iso_minus_minutes(now, sample["minutes_ago"]),
+        "body": sample["body"],
+        "severity_text": str(sample.get("severity", "INFO")).upper(),
+        "resources": sample.get("resource_attributes", {}),
+        "attributes": sample.get("attributes", {}),
+    }
+
+
+def _post_batches(url: str, rows: Iterator[dict], batch_size: int, timeout: int) -> int:
+    batch: list[dict] = []
+    total = 0
+    for row in rows:
+        batch.append(row)
+        if len(batch) >= batch_size:
+            response = requests.post(url, json=batch, timeout=timeout)
+            response.raise_for_status()
+            total += len(batch)
+            batch = []
+    if batch:
+        response = requests.post(url, json=batch, timeout=timeout)
+        response.raise_for_status()
+        total += len(batch)
+    return total
+
+
+def seed(
+    seeder_base_url: str,
+    *,
+    batch_size: int = 500,
+    timeout: int = 60,
+    clear_first: bool = True,
+) -> dict[str, int]:
+    """Wipe each signal table (via DELETE /telemetry/<signal>) and replay
+    the golden dataset with timestamps rebased to `now`. Each call leaves
+    the stack in the exact state the JSONL files describe — chart-data
+    assertions are reproducible across sessions regardless of how many
+    earlier sessions seeded."""
+    for path in (METRICS_PATH, TRACES_PATH, LOGS_PATH):
+        if not path.exists():
+            raise FileNotFoundError(f"golden dataset missing at {path} — run `uv run python -m fixtures.seed_golden_dataset regenerate`")
+
+    now = datetime.datetime.now(datetime.UTC).replace(microsecond=0, tzinfo=None)
+    base = seeder_base_url.rstrip("/")
+    if clear_first:
+        for signal in ("metrics", "traces", "logs"):
+            requests.delete(f"{base}/telemetry/{signal}", timeout=timeout).raise_for_status()
+    counts = {
+        "metrics": _post_batches(
+            base + "/telemetry/metrics",
+            (_rebased_metric(s, now) for s in _read_jsonl(METRICS_PATH)),
+            batch_size,
+            timeout,
+        ),
+        "traces": _post_batches(
+            base + "/telemetry/traces",
+            (_rebased_trace(s, now) for s in _read_jsonl(TRACES_PATH)),
+            batch_size,
+            timeout,
+        ),
+        "logs": _post_batches(
+            base + "/telemetry/logs",
+            (_rebased_log(s, now) for s in _read_jsonl(LOGS_PATH)),
+            batch_size,
+            timeout,
+        ),
+    }
+    logger.info("seeded through %s: %s", base, counts)
+    return counts
+
+
+# ─── Fixture ─────────────────────────────────────────────────────────────
+
+
+@pytest.fixture(name="golden_dataset", scope="package")
+def golden_dataset(seeder: types.TestContainerDocker) -> dict[str, int]:
+    """Seed metrics + traces + logs into the running stack via the
+    seeder. Runs unconditionally on every test_setup invocation so the
+    rebased timestamps always anchor against `now`."""
+    return seed(seeder.host_configs["8080"].base())
+
+
+if __name__ == "__main__":
+    import sys
+
+    logging.basicConfig(level=logging.INFO)
+    if len(sys.argv) < 2:
+        sys.stderr.write("usage: seed_golden_dataset.py seed <seeder-base-url> | regenerate\n")
+        sys.exit(2)
+    cmd = sys.argv[1]
+    if cmd == "regenerate":
+        print(f"wrote {regenerate()}")
+    elif cmd == "seed":
+        if len(sys.argv) != 3:
+            sys.stderr.write("usage: seed_golden_dataset.py seed <seeder-base-url>\n")
+            sys.exit(2)
+        print(f"seeded {seed(sys.argv[2])}")
+    else:
+        sys.stderr.write(f"unknown command: {cmd}\n")
+        sys.exit(2)
--- a/tests/seeder/golden/otel-demo-logs-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-logs-golden.jsonl
@@ -0,0 +1,192 @@
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":360,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":300,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":285,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Database query timed out","severity":"ERROR","minutes_ago":270,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":255,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Slow response detected","severity":"WARN","minutes_ago":240,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":225,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":210,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Handled request","severity":"INFO","minutes_ago":195,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache miss","severity":"WARN","minutes_ago":180,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":165,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":150,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":135,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Upstream call failed","severity":"ERROR","minutes_ago":120,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Connection established","severity":"INFO","minutes_ago":105,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":90,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":75,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Background job completed","severity":"INFO","minutes_ago":60,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":45,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Retrying upstream call","severity":"WARN","minutes_ago":30,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[adservice] Cache hit","severity":"INFO","minutes_ago":15,"resource_attributes":{"service.name":"adservice","deployment.environment":"production","k8s.namespace.name":"signoz-adservice"},"attributes":{"logger.name":"adservice.app"}}
+{"body":"[cartservice] Connection established","severity":"INFO","minutes_ago":360,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Cache hit","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
+{"body":"[cartservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"cartservice","deployment.environment":"production","k8s.namespace.name":"signoz-cartservice"},"attributes":{"logger.name":"cartservice.app"}}
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+{"body":"[paymentservice] Cache hit","severity":"INFO","minutes_ago":60,"resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"logger.name":"paymentservice.app"}}
+{"body":"[paymentservice] Cache hit","severity":"INFO","minutes_ago":45,"resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"logger.name":"paymentservice.app"}}
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+{"body":"[paymentservice] Upstream call failed","severity":"ERROR","minutes_ago":15,"resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"logger.name":"paymentservice.app"}}
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+{"body":"[productcatalogservice] Connection established","severity":"INFO","minutes_ago":345,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
+{"body":"[productcatalogservice] Background job completed","severity":"INFO","minutes_ago":330,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
+{"body":"[productcatalogservice] Cache hit","severity":"INFO","minutes_ago":315,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
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+{"body":"[productcatalogservice] Background job completed","severity":"INFO","minutes_ago":135,"resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"logger.name":"productcatalogservice.app"}}
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+{"body":"[shippingservice] Database query timed out","severity":"ERROR","minutes_ago":360,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
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+{"body":"[shippingservice] Connection established","severity":"INFO","minutes_ago":180,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":165,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
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+{"body":"[shippingservice] Database query timed out","severity":"ERROR","minutes_ago":135,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":120,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache hit","severity":"INFO","minutes_ago":105,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Handled request","severity":"INFO","minutes_ago":90,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Handled request","severity":"INFO","minutes_ago":75,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache hit","severity":"INFO","minutes_ago":60,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Connection established","severity":"INFO","minutes_ago":45,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Background job completed","severity":"INFO","minutes_ago":30,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
+{"body":"[shippingservice] Cache miss","severity":"WARN","minutes_ago":15,"resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"logger.name":"shippingservice.app"}}
--- a/tests/seeder/golden/otel-demo-metrics-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-metrics-golden.jsonl
--- a/tests/seeder/golden/otel-demo-traces-golden.jsonl
+++ b/tests/seeder/golden/otel-demo-traces-golden.jsonl
@@ -0,0 +1,180 @@
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+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":180,"duration_ms":80,"status":"ERROR","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"500"}}
+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":150,"duration_ms":186,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":120,"duration_ms":423,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":90,"duration_ms":121,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":60,"duration_ms":451,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"paymentservice /payment/charge","kind":"SERVER","minutes_ago":30,"duration_ms":402,"status":"OK","resource_attributes":{"service.name":"paymentservice","deployment.environment":"production","k8s.namespace.name":"signoz-paymentservice"},"attributes":{"http.method":"POST","http.route":"/payment/charge","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":360,"duration_ms":189,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":330,"duration_ms":229,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":300,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":270,"duration_ms":300,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":240,"duration_ms":439,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":210,"duration_ms":478,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":180,"duration_ms":104,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":150,"duration_ms":336,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":120,"duration_ms":335,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":90,"duration_ms":430,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":60,"duration_ms":116,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/list","kind":"SERVER","minutes_ago":30,"duration_ms":75,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"POST","http.route":"/products/list","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":360,"duration_ms":314,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":330,"duration_ms":303,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":300,"duration_ms":174,"status":"ERROR","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"500"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":270,"duration_ms":238,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":240,"duration_ms":494,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":210,"duration_ms":394,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":180,"duration_ms":71,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":150,"duration_ms":222,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":120,"duration_ms":386,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":90,"duration_ms":227,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":60,"duration_ms":54,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"productcatalogservice /products/get","kind":"SERVER","minutes_ago":30,"duration_ms":456,"status":"OK","resource_attributes":{"service.name":"productcatalogservice","deployment.environment":"production","k8s.namespace.name":"signoz-productcatalogservice"},"attributes":{"http.method":"GET","http.route":"/products/get","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":360,"duration_ms":317,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":330,"duration_ms":111,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":300,"duration_ms":478,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":270,"duration_ms":75,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":240,"duration_ms":413,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":210,"duration_ms":217,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":180,"duration_ms":160,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":150,"duration_ms":170,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":120,"duration_ms":415,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":90,"duration_ms":448,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":60,"duration_ms":340,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/quote","kind":"SERVER","minutes_ago":30,"duration_ms":390,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/quote","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":360,"duration_ms":96,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":330,"duration_ms":414,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":300,"duration_ms":182,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":270,"duration_ms":116,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":240,"duration_ms":489,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":210,"duration_ms":130,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":180,"duration_ms":394,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":150,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":120,"duration_ms":159,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":90,"duration_ms":432,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":60,"duration_ms":87,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
+{"name":"shippingservice /shipping/ship","kind":"SERVER","minutes_ago":30,"duration_ms":59,"status":"OK","resource_attributes":{"service.name":"shippingservice","deployment.environment":"production","k8s.namespace.name":"signoz-shippingservice"},"attributes":{"http.method":"POST","http.route":"/shipping/ship","http.status_code":"200"}}
--- a/tests/seeder/server.py
+++ b/tests/seeder/server.py
@@ -1,5 +1,12 @@
-"""HTTP seeder — wraps fixtures.{traces,logs,metrics} so Playwright specs
-can POST per-test telemetry (tagged `seeder=true`) and DELETE to clear."""
+"""HTTP seeder — single entrypoint for e2e/integration telemetry.
+
+POST /telemetry/{metrics,logs,traces} insert into ClickHouse via
+fixtures.{metrics,logs,traces}. DELETE truncates the signal tables.
+
+Parallel-safe: every seeded row is tagged `seeder=true`. Tests share
+the seeded baseline; per-test mutations live in their own dashboards.
+Only test_teardown should call DELETE — workers must finish first.
+"""

 import os
 from collections.abc import AsyncIterator
@@ -10,11 +17,7 @@ import clickhouse_connect
 from fastapi import FastAPI, HTTPException, Response, status

 from fixtures.logger import setup_logger
-from fixtures.logs import (
-    Logs,
-    insert_logs_to_clickhouse,
-    truncate_logs_tables,
-)
+from fixtures.logs import Logs, insert_logs_to_clickhouse, truncate_logs_tables
 from fixtures.metrics import (
    Metrics,
    insert_metrics_to_clickhouse,
@@ -64,12 +67,19 @@ def _tag(item: dict[str, Any]) -> dict[str, Any]:
    return {**item, "resources": resources}


-# Metrics payload carries label dicts at the top level, not a `resources`
-# key — tagging goes on the `resource_attrs` wrapper that Metrics.from_dict
-# unpacks. Same effect, different key.
 def _tag_metrics(item: dict[str, Any]) -> dict[str, Any]:
-    resource_attrs = {**(item.get("resource_attrs") or {}), **SEEDER_MARKER}
-    return {**item, "resource_attrs": resource_attrs}
+    # Accept OTLP-style `resource_attributes` / `attributes` or legacy
+    # `resource_attrs` / `labels` interchangeably.
+    resource_attrs = {
+        **(item.get("resource_attrs") or {}),
+        **(item.get("resource_attributes") or {}),
+        **SEEDER_MARKER,
+    }
+    labels = {**(item.get("labels") or {}), **(item.get("attributes") or {})}
+    out = {**item, "resource_attrs": resource_attrs, "labels": labels}
+    out.pop("resource_attributes", None)
+    out.pop("attributes", None)
+    return out


@app.post("/telemetry/traces", status_code=status.HTTP_201_CREATED)
@@ -145,3 +155,17 @@ def delete_metrics() -> Response:
    except Exception as e:
        logger.exception("truncate failed")
        raise HTTPException(status_code=500, detail=str(e)) from e
+
+
+@app.post("/seed/golden", status_code=status.HTTP_200_OK)
+def seed_golden() -> dict[str, int]:
+    """Re-seed the golden dataset with timestamps rebased to `now`.
+    Called by Playwright globalSetup before every test session so chart
+    assertions land within default panel time windows."""
+    from fixtures import seed_golden_dataset  # noqa: PLC0415 — local import keeps cold-start fast
+
+    try:
+        return seed_golden_dataset.seed("http://localhost:8080")
+    except Exception as e:
+        logger.exception("golden seed failed")
+        raise HTTPException(500, str(e)) from e