Files
gemini-cli/packages/core/src/services/loopDetectionService.test.ts

333 lines
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TypeScript

/**
* @license
* Copyright 2025 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
import { describe, it, expect, beforeEach, vi } from 'vitest';
import { LoopDetectionService } from './loopDetectionService.js';
import {
GeminiEventType,
ServerGeminiContentEvent,
ServerGeminiToolCallRequestEvent,
} from '../core/turn.js';
import { ServerGeminiStreamEvent } from '../core/turn.js';
import { Config } from '../config/config.js';
import * as loggers from '../telemetry/loggers.js';
vi.mock('../telemetry/loggers.js', () => ({
logLoopDetected: vi.fn(),
}));
const TOOL_CALL_LOOP_THRESHOLD = 5;
const CONTENT_LOOP_THRESHOLD = 10;
describe('LoopDetectionService', () => {
let service: LoopDetectionService;
let mockConfig: Config;
beforeEach(() => {
mockConfig = {
getTelemetryEnabled: () => true,
} as unknown as Config;
service = new LoopDetectionService(mockConfig);
vi.clearAllMocks();
});
const createToolCallRequestEvent = (
name: string,
args: Record<string, unknown>,
): ServerGeminiToolCallRequestEvent => ({
type: GeminiEventType.ToolCallRequest,
value: {
name,
args,
callId: 'test-id',
isClientInitiated: false,
prompt_id: 'test-prompt-id',
},
});
const createContentEvent = (content: string): ServerGeminiContentEvent => ({
type: GeminiEventType.Content,
value: content,
});
describe('Tool Call Loop Detection', () => {
it(`should not detect a loop for fewer than TOOL_CALL_LOOP_THRESHOLD identical calls`, () => {
const event = createToolCallRequestEvent('testTool', { param: 'value' });
for (let i = 0; i < TOOL_CALL_LOOP_THRESHOLD - 1; i++) {
expect(service.addAndCheck(event)).toBe(false);
}
expect(loggers.logLoopDetected).not.toHaveBeenCalled();
});
it(`should detect a loop on the TOOL_CALL_LOOP_THRESHOLD-th identical call`, () => {
const event = createToolCallRequestEvent('testTool', { param: 'value' });
for (let i = 0; i < TOOL_CALL_LOOP_THRESHOLD - 1; i++) {
service.addAndCheck(event);
}
expect(service.addAndCheck(event)).toBe(true);
expect(loggers.logLoopDetected).toHaveBeenCalledTimes(1);
});
it('should detect a loop on subsequent identical calls', () => {
const event = createToolCallRequestEvent('testTool', { param: 'value' });
for (let i = 0; i < TOOL_CALL_LOOP_THRESHOLD; i++) {
service.addAndCheck(event);
}
expect(service.addAndCheck(event)).toBe(true);
expect(loggers.logLoopDetected).toHaveBeenCalledTimes(2);
});
it('should not detect a loop for different tool calls', () => {
const event1 = createToolCallRequestEvent('testTool', {
param: 'value1',
});
const event2 = createToolCallRequestEvent('testTool', {
param: 'value2',
});
const event3 = createToolCallRequestEvent('anotherTool', {
param: 'value1',
});
for (let i = 0; i < TOOL_CALL_LOOP_THRESHOLD - 2; i++) {
expect(service.addAndCheck(event1)).toBe(false);
expect(service.addAndCheck(event2)).toBe(false);
expect(service.addAndCheck(event3)).toBe(false);
}
});
it('should not reset tool call counter for other event types', () => {
const toolCallEvent = createToolCallRequestEvent('testTool', {
param: 'value',
});
const otherEvent = {
type: 'thought',
} as unknown as ServerGeminiStreamEvent;
// Send events just below the threshold
for (let i = 0; i < TOOL_CALL_LOOP_THRESHOLD - 1; i++) {
expect(service.addAndCheck(toolCallEvent)).toBe(false);
}
// Send a different event type
expect(service.addAndCheck(otherEvent)).toBe(false);
// Send the tool call event again, which should now trigger the loop
expect(service.addAndCheck(toolCallEvent)).toBe(true);
expect(loggers.logLoopDetected).toHaveBeenCalledTimes(1);
});
});
describe('Content Loop Detection', () => {
it(`should not detect a loop for fewer than CONTENT_LOOP_THRESHOLD identical content strings`, () => {
const event = createContentEvent('This is a test sentence.');
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
expect(service.addAndCheck(event)).toBe(false);
}
expect(loggers.logLoopDetected).not.toHaveBeenCalled();
});
it(`should detect a loop on the CONTENT_LOOP_THRESHOLD-th identical content string`, () => {
const event = createContentEvent('This is a test sentence.');
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
service.addAndCheck(event);
}
expect(service.addAndCheck(event)).toBe(true);
expect(loggers.logLoopDetected).toHaveBeenCalledTimes(1);
});
it('should not detect a loop for different content strings', () => {
const event1 = createContentEvent('Sentence A');
const event2 = createContentEvent('Sentence B');
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 2; i++) {
expect(service.addAndCheck(event1)).toBe(false);
expect(service.addAndCheck(event2)).toBe(false);
}
expect(loggers.logLoopDetected).not.toHaveBeenCalled();
});
});
describe('Sentence Extraction and Punctuation', () => {
it('should not check for loops when content has no sentence-ending punctuation', () => {
const eventNoPunct = createContentEvent('This has no punctuation');
expect(service.addAndCheck(eventNoPunct)).toBe(false);
const eventWithPunct = createContentEvent('This has punctuation!');
expect(service.addAndCheck(eventWithPunct)).toBe(false);
});
it('should not treat function calls or method calls as sentence endings', () => {
// These should not trigger sentence detection, so repeating them many times should never cause a loop
for (let i = 0; i < CONTENT_LOOP_THRESHOLD + 2; i++) {
expect(service.addAndCheck(createContentEvent('console.log()'))).toBe(
false,
);
}
service.reset();
for (let i = 0; i < CONTENT_LOOP_THRESHOLD + 2; i++) {
expect(service.addAndCheck(createContentEvent('obj.method()'))).toBe(
false,
);
}
service.reset();
for (let i = 0; i < CONTENT_LOOP_THRESHOLD + 2; i++) {
expect(
service.addAndCheck(createContentEvent('arr.filter().map()')),
).toBe(false);
}
service.reset();
for (let i = 0; i < CONTENT_LOOP_THRESHOLD + 2; i++) {
expect(
service.addAndCheck(
createContentEvent('if (condition) { return true; }'),
),
).toBe(false);
}
});
it('should correctly identify actual sentence endings and trigger loop detection', () => {
// These should trigger sentence detection, so repeating them should eventually cause a loop
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
expect(
service.addAndCheck(createContentEvent('This is a sentence.')),
).toBe(false);
}
expect(
service.addAndCheck(createContentEvent('This is a sentence.')),
).toBe(true);
service.reset();
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
expect(
service.addAndCheck(createContentEvent('Is this a question? ')),
).toBe(false);
}
expect(
service.addAndCheck(createContentEvent('Is this a question? ')),
).toBe(true);
service.reset();
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
expect(
service.addAndCheck(createContentEvent('What excitement!\n')),
).toBe(false);
}
expect(
service.addAndCheck(createContentEvent('What excitement!\n')),
).toBe(true);
});
it('should handle content with mixed punctuation', () => {
service.addAndCheck(createContentEvent('Question?'));
service.addAndCheck(createContentEvent('Exclamation!'));
service.addAndCheck(createContentEvent('Period.'));
// Repeat one of them multiple times
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
service.addAndCheck(createContentEvent('Period.'));
}
expect(service.addAndCheck(createContentEvent('Period.'))).toBe(true);
});
it('should handle empty sentences after trimming', () => {
service.addAndCheck(createContentEvent(' .'));
expect(service.addAndCheck(createContentEvent('Normal sentence.'))).toBe(
false,
);
});
it('should require at least two sentences for loop detection', () => {
const event = createContentEvent('Only one sentence.');
expect(service.addAndCheck(event)).toBe(false);
// Even repeating the same single sentence shouldn't trigger detection
for (let i = 0; i < 5; i++) {
expect(service.addAndCheck(event)).toBe(false);
}
});
});
describe('Performance Optimizations', () => {
it('should cache sentence extraction and only re-extract when content grows significantly', () => {
// Add initial content
service.addAndCheck(createContentEvent('First sentence.'));
service.addAndCheck(createContentEvent('Second sentence.'));
// Add small amounts of content (shouldn't trigger re-extraction)
for (let i = 0; i < 10; i++) {
service.addAndCheck(createContentEvent('X'));
}
service.addAndCheck(createContentEvent('.'));
// Should still work correctly
expect(service.addAndCheck(createContentEvent('Test.'))).toBe(false);
});
it('should re-extract sentences when content grows by more than 100 characters', () => {
service.addAndCheck(createContentEvent('Initial sentence.'));
// Add enough content to trigger re-extraction
const longContent = 'X'.repeat(101);
service.addAndCheck(createContentEvent(longContent + '.'));
// Should work correctly after re-extraction
expect(service.addAndCheck(createContentEvent('Test.'))).toBe(false);
});
it('should use indexOf for efficient counting instead of regex', () => {
const repeatedSentence = 'This is a repeated sentence.';
// Build up content with the sentence repeated
for (let i = 0; i < CONTENT_LOOP_THRESHOLD - 1; i++) {
service.addAndCheck(createContentEvent(repeatedSentence));
}
// The threshold should be reached
expect(service.addAndCheck(createContentEvent(repeatedSentence))).toBe(
true,
);
});
});
describe('Edge Cases', () => {
it('should handle empty content', () => {
const event = createContentEvent('');
expect(service.addAndCheck(event)).toBe(false);
});
});
describe('Reset Functionality', () => {
it('tool call should reset content count', () => {
const contentEvent = createContentEvent('Some content.');
const toolEvent = createToolCallRequestEvent('testTool', {
param: 'value',
});
for (let i = 0; i < 9; i++) {
service.addAndCheck(contentEvent);
}
service.addAndCheck(toolEvent);
// Should start fresh
expect(service.addAndCheck(createContentEvent('Fresh content.'))).toBe(
false,
);
});
});
describe('General Behavior', () => {
it('should return false for unhandled event types', () => {
const otherEvent = {
type: 'unhandled_event',
} as unknown as ServerGeminiStreamEvent;
expect(service.addAndCheck(otherEvent)).toBe(false);
expect(service.addAndCheck(otherEvent)).toBe(false);
});
});
});