mirror of
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Clearcut Logging of Content Error Metrics (#7099)
Co-authored-by: gemini-code-assist[bot] <176961590+gemini-code-assist[bot]@users.noreply.github.com>
This commit is contained in:
@@ -25,20 +25,17 @@ const mockModelsModule = {
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batchEmbedContents: vi.fn(),
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batchEmbedContents: vi.fn(),
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} as unknown as Models;
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} as unknown as Models;
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const {
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const { mockLogInvalidChunk, mockLogContentRetry, mockLogContentRetryFailure } =
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mockRecordInvalidChunk,
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vi.hoisted(() => ({
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mockRecordContentRetry,
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mockLogInvalidChunk: vi.fn(),
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mockRecordContentRetryFailure,
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mockLogContentRetry: vi.fn(),
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} = vi.hoisted(() => ({
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mockLogContentRetryFailure: vi.fn(),
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mockRecordInvalidChunk: vi.fn(),
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}));
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mockRecordContentRetry: vi.fn(),
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mockRecordContentRetryFailure: vi.fn(),
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}));
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vi.mock('../telemetry/metrics.js', () => ({
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vi.mock('../telemetry/loggers.js', () => ({
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recordInvalidChunk: mockRecordInvalidChunk,
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logInvalidChunk: mockLogInvalidChunk,
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recordContentRetry: mockRecordContentRetry,
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logContentRetry: mockLogContentRetry,
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recordContentRetryFailure: mockRecordContentRetryFailure,
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logContentRetryFailure: mockLogContentRetryFailure,
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}));
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}));
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describe('GeminiChat', () => {
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describe('GeminiChat', () => {
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@@ -767,9 +764,9 @@ describe('GeminiChat', () => {
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}
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}
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// Assertions
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// Assertions
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expect(mockRecordInvalidChunk).toHaveBeenCalledTimes(1);
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expect(mockLogInvalidChunk).toHaveBeenCalledTimes(1);
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expect(mockRecordContentRetry).toHaveBeenCalledTimes(1);
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expect(mockLogContentRetry).toHaveBeenCalledTimes(1);
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expect(mockRecordContentRetryFailure).not.toHaveBeenCalled();
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expect(mockLogContentRetryFailure).not.toHaveBeenCalled();
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expect(mockModelsModule.generateContentStream).toHaveBeenCalledTimes(2);
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expect(mockModelsModule.generateContentStream).toHaveBeenCalledTimes(2);
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expect(
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expect(
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chunks.some(
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chunks.some(
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@@ -826,9 +823,9 @@ describe('GeminiChat', () => {
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// Should be called 3 times (initial + 2 retries)
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// Should be called 3 times (initial + 2 retries)
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expect(mockModelsModule.generateContentStream).toHaveBeenCalledTimes(3);
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expect(mockModelsModule.generateContentStream).toHaveBeenCalledTimes(3);
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expect(mockRecordInvalidChunk).toHaveBeenCalledTimes(3);
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expect(mockLogInvalidChunk).toHaveBeenCalledTimes(3);
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expect(mockRecordContentRetry).toHaveBeenCalledTimes(2);
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expect(mockLogContentRetry).toHaveBeenCalledTimes(2);
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expect(mockRecordContentRetryFailure).toHaveBeenCalledTimes(1);
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expect(mockLogContentRetryFailure).toHaveBeenCalledTimes(1);
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// History should be clean, as if the failed turn never happened.
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// History should be clean, as if the failed turn never happened.
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const history = chat.getHistory();
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const history = chat.getHistory();
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@@ -875,7 +872,7 @@ describe('GeminiChat', () => {
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expect(history.length).toBe(4);
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expect(history.length).toBe(4);
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// Assert that the correct metrics were reported for one empty-stream retry
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// Assert that the correct metrics were reported for one empty-stream retry
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expect(mockRecordContentRetry).toHaveBeenCalledTimes(1);
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expect(mockLogContentRetry).toHaveBeenCalledTimes(1);
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// Explicitly verify the structure of each part to satisfy TypeScript
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// Explicitly verify the structure of each part to satisfy TypeScript
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const turn1 = history[0];
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const turn1 = history[0];
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@@ -24,10 +24,15 @@ import { DEFAULT_GEMINI_FLASH_MODEL } from '../config/models.js';
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import { hasCycleInSchema } from '../tools/tools.js';
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import { hasCycleInSchema } from '../tools/tools.js';
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import type { StructuredError } from './turn.js';
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import type { StructuredError } from './turn.js';
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import {
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import {
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recordContentRetry,
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logContentRetry,
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recordContentRetryFailure,
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logContentRetryFailure,
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recordInvalidChunk,
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logInvalidChunk,
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} from '../telemetry/metrics.js';
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} from '../telemetry/loggers.js';
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import {
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ContentRetryEvent,
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ContentRetryFailureEvent,
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InvalidChunkEvent,
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} from '../telemetry/types.js';
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/**
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/**
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* Options for retrying due to invalid content from the model.
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* Options for retrying due to invalid content from the model.
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@@ -382,7 +387,14 @@ export class GeminiChat {
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if (isContentError) {
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if (isContentError) {
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// Check if we have more attempts left.
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// Check if we have more attempts left.
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if (attempt < INVALID_CONTENT_RETRY_OPTIONS.maxAttempts - 1) {
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if (attempt < INVALID_CONTENT_RETRY_OPTIONS.maxAttempts - 1) {
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recordContentRetry(self.config);
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logContentRetry(
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self.config,
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new ContentRetryEvent(
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attempt,
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'EmptyStreamError',
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INVALID_CONTENT_RETRY_OPTIONS.initialDelayMs,
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),
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);
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await new Promise((res) =>
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await new Promise((res) =>
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setTimeout(
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setTimeout(
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res,
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res,
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@@ -399,7 +411,13 @@ export class GeminiChat {
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if (lastError) {
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if (lastError) {
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if (lastError instanceof EmptyStreamError) {
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if (lastError instanceof EmptyStreamError) {
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recordContentRetryFailure(self.config);
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logContentRetryFailure(
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self.config,
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new ContentRetryFailureEvent(
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INVALID_CONTENT_RETRY_OPTIONS.maxAttempts,
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'EmptyStreamError',
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),
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);
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}
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}
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// If the stream fails, remove the user message that was added.
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// If the stream fails, remove the user message that was added.
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if (self.history[self.history.length - 1] === userContent) {
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if (self.history[self.history.length - 1] === userContent) {
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@@ -555,7 +573,10 @@ export class GeminiChat {
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modelResponseParts.push(...content.parts);
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modelResponseParts.push(...content.parts);
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}
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}
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} else {
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} else {
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recordInvalidChunk(this.config);
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logInvalidChunk(
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this.config,
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new InvalidChunkEvent('Invalid chunk received from stream.'),
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);
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isStreamInvalid = true;
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isStreamInvalid = true;
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}
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}
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yield chunk;
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yield chunk;
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@@ -21,6 +21,9 @@ import type {
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KittySequenceOverflowEvent,
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KittySequenceOverflowEvent,
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ChatCompressionEvent,
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ChatCompressionEvent,
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FileOperationEvent,
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FileOperationEvent,
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InvalidChunkEvent,
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ContentRetryEvent,
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ContentRetryFailureEvent,
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} from '../types.js';
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} from '../types.js';
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import { EventMetadataKey } from './event-metadata-key.js';
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import { EventMetadataKey } from './event-metadata-key.js';
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import type { Config } from '../../config/config.js';
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import type { Config } from '../../config/config.js';
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@@ -49,6 +52,9 @@ export enum EventNames {
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KITTY_SEQUENCE_OVERFLOW = 'kitty_sequence_overflow',
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KITTY_SEQUENCE_OVERFLOW = 'kitty_sequence_overflow',
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CHAT_COMPRESSION = 'chat_compression',
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CHAT_COMPRESSION = 'chat_compression',
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CONVERSATION_FINISHED = 'conversation_finished',
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CONVERSATION_FINISHED = 'conversation_finished',
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INVALID_CHUNK = 'invalid_chunk',
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CONTENT_RETRY = 'content_retry',
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CONTENT_RETRY_FAILURE = 'content_retry_failure',
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}
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}
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export interface LogResponse {
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export interface LogResponse {
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@@ -778,6 +784,69 @@ export class ClearcutLogger {
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});
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});
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}
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}
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logInvalidChunkEvent(event: InvalidChunkEvent): void {
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const data: EventValue[] = [];
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if (event.error_message) {
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data.push({
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gemini_cli_key: EventMetadataKey.GEMINI_CLI_INVALID_CHUNK_ERROR_MESSAGE,
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value: event.error_message,
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});
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}
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this.enqueueLogEvent(this.createLogEvent(EventNames.INVALID_CHUNK, data));
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this.flushIfNeeded();
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}
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logContentRetryEvent(event: ContentRetryEvent): void {
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const data: EventValue[] = [
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{
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gemini_cli_key:
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EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_ATTEMPT_NUMBER,
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value: String(event.attempt_number),
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},
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{
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gemini_cli_key: EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_ERROR_TYPE,
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value: event.error_type,
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},
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{
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gemini_cli_key: EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_DELAY_MS,
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value: String(event.retry_delay_ms),
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},
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];
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this.enqueueLogEvent(this.createLogEvent(EventNames.CONTENT_RETRY, data));
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this.flushIfNeeded();
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}
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logContentRetryFailureEvent(event: ContentRetryFailureEvent): void {
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const data: EventValue[] = [
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{
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gemini_cli_key:
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EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_FAILURE_TOTAL_ATTEMPTS,
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value: String(event.total_attempts),
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},
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{
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gemini_cli_key:
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EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_FAILURE_FINAL_ERROR_TYPE,
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value: event.final_error_type,
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},
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];
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if (event.total_duration_ms) {
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data.push({
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gemini_cli_key:
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EventMetadataKey.GEMINI_CLI_CONTENT_RETRY_FAILURE_TOTAL_DURATION_MS,
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value: String(event.total_duration_ms),
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});
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}
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this.enqueueLogEvent(
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this.createLogEvent(EventNames.CONTENT_RETRY_FAILURE, data),
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);
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this.flushIfNeeded();
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}
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/**
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/**
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* Adds default fields to data, and returns a new data array. This fields
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* Adds default fields to data, and returns a new data array. This fields
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* should exist on all log events.
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* should exist on all log events.
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@@ -219,9 +219,6 @@ export enum EventMetadataKey {
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// Logs user removed lines in edit/write tool response.
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// Logs user removed lines in edit/write tool response.
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GEMINI_CLI_USER_REMOVED_LINES = 50,
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GEMINI_CLI_USER_REMOVED_LINES = 50,
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// Logs the programming language of the project.
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GEMINI_CLI_PROGRAMMING_LANGUAGE = 56,
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// ==========================================================================
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// ==========================================================================
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// Kitty Sequence Overflow Event Keys
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// Kitty Sequence Overflow Event Keys
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// ===========================================================================
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// ===========================================================================
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@@ -236,11 +233,11 @@ export enum EventMetadataKey {
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// Conversation Finished Event Keys
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// Conversation Finished Event Keys
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// ===========================================================================
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// ===========================================================================
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// Logs the approval mode
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// Logs the approval mode of the session.
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GEMINI_CLI_APPROVAL_MODE = 70,
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GEMINI_CLI_APPROVAL_MODE = 58,
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// Logs the number of turns
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// Logs the number of turns
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GEMINI_CLI_CONVERSATION_TURN_COUNT = 71,
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GEMINI_CLI_CONVERSATION_TURN_COUNT = 59,
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// Logs the number of tokens before context window compression.
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// Logs the number of tokens before context window compression.
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GEMINI_CLI_COMPRESSION_TOKENS_BEFORE = 60,
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GEMINI_CLI_COMPRESSION_TOKENS_BEFORE = 60,
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@@ -257,22 +254,72 @@ export enum EventMetadataKey {
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// Logs count of MCP tools in Start Session Event
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// Logs count of MCP tools in Start Session Event
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GEMINI_CLI_START_SESSION_MCP_TOOLS_COUNT = 64,
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GEMINI_CLI_START_SESSION_MCP_TOOLS_COUNT = 64,
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// Logs name of MCP tools as comma seperated string
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// Logs name of MCP tools as comma separated string
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GEMINI_CLI_START_SESSION_MCP_TOOLS = 65,
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GEMINI_CLI_START_SESSION_MCP_TOOLS = 65,
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// ==========================================================================
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// Research Event Keys
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// ===========================================================================
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// Logs the research opt-in status (true/false)
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GEMINI_CLI_RESEARCH_OPT_IN_STATUS = 66,
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// Logs the contact email for research participation
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GEMINI_CLI_RESEARCH_CONTACT_EMAIL = 67,
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// Logs the user ID for research events
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GEMINI_CLI_RESEARCH_USER_ID = 68,
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// Logs the type of research feedback
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GEMINI_CLI_RESEARCH_FEEDBACK_TYPE = 69,
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// Logs the content of research feedback
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GEMINI_CLI_RESEARCH_FEEDBACK_CONTENT = 70,
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// Logs survey responses for research feedback (JSON stringified)
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GEMINI_CLI_RESEARCH_SURVEY_RESPONSES = 71,
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// ==========================================================================
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// ==========================================================================
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// File Operation Event Keys
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// File Operation Event Keys
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// ===========================================================================
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// ===========================================================================
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|
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// Logs the programming language of the project.
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GEMINI_CLI_PROGRAMMING_LANGUAGE = 56,
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// Logs the operation type of the file operation.
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// Logs the operation type of the file operation.
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GEMINI_CLI_FILE_OPERATION_TYPE = 66,
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GEMINI_CLI_FILE_OPERATION_TYPE = 57,
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|
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// Logs the number of lines in the file operation.
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// Logs the number of lines in the file operation.
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GEMINI_CLI_FILE_OPERATION_LINES = 67,
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GEMINI_CLI_FILE_OPERATION_LINES = 72,
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|
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// Logs the mimetype of the file in the file operation.
|
// Logs the mimetype of the file in the file operation.
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GEMINI_CLI_FILE_OPERATION_MIMETYPE = 68,
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GEMINI_CLI_FILE_OPERATION_MIMETYPE = 73,
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|
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// Logs the extension of the file in the file operation.
|
// Logs the extension of the file in the file operation.
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GEMINI_CLI_FILE_OPERATION_EXTENSION = 69,
|
GEMINI_CLI_FILE_OPERATION_EXTENSION = 74,
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|
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|
// ==========================================================================
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||||||
|
// Content Streaming Event Keys
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||||||
|
// ===========================================================================
|
||||||
|
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|
// Logs the error message for an invalid chunk.
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|
GEMINI_CLI_INVALID_CHUNK_ERROR_MESSAGE = 75,
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|
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|
// Logs the attempt number for a content retry.
|
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|
GEMINI_CLI_CONTENT_RETRY_ATTEMPT_NUMBER = 76,
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|
|
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|
// Logs the error type for a content retry.
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|
GEMINI_CLI_CONTENT_RETRY_ERROR_TYPE = 77,
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|
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|
// Logs the delay in milliseconds for a content retry.
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|
GEMINI_CLI_CONTENT_RETRY_DELAY_MS = 78,
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||||||
|
|
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|
// Logs the total number of attempts for a content retry failure.
|
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|
GEMINI_CLI_CONTENT_RETRY_FAILURE_TOTAL_ATTEMPTS = 79,
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||||||
|
|
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|
// Logs the final error type for a content retry failure.
|
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|
GEMINI_CLI_CONTENT_RETRY_FAILURE_FINAL_ERROR_TYPE = 80,
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|
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|
// Logs the total duration in milliseconds for a content retry failure.
|
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|
GEMINI_CLI_CONTENT_RETRY_FAILURE_TOTAL_DURATION_MS = 81,
|
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}
|
}
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@@ -20,6 +20,11 @@ export const EVENT_CONVERSATION_FINISHED = 'gemini_cli.conversation_finished';
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export const EVENT_CHAT_COMPRESSION = 'gemini_cli.chat_compression';
|
export const EVENT_CHAT_COMPRESSION = 'gemini_cli.chat_compression';
|
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export const EVENT_MALFORMED_JSON_RESPONSE =
|
export const EVENT_MALFORMED_JSON_RESPONSE =
|
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'gemini_cli.malformed_json_response';
|
'gemini_cli.malformed_json_response';
|
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|
export const EVENT_INVALID_CHUNK = 'gemini_cli.chat.invalid_chunk';
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|
export const EVENT_CONTENT_RETRY = 'gemini_cli.chat.content_retry';
|
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|
export const EVENT_CONTENT_RETRY_FAILURE =
|
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|
'gemini_cli.chat.content_retry_failure';
|
||||||
|
|
||||||
export const METRIC_TOOL_CALL_COUNT = 'gemini_cli.tool.call.count';
|
export const METRIC_TOOL_CALL_COUNT = 'gemini_cli.tool.call.count';
|
||||||
export const METRIC_TOOL_CALL_LATENCY = 'gemini_cli.tool.call.latency';
|
export const METRIC_TOOL_CALL_LATENCY = 'gemini_cli.tool.call.latency';
|
||||||
export const METRIC_API_REQUEST_COUNT = 'gemini_cli.api.request.count';
|
export const METRIC_API_REQUEST_COUNT = 'gemini_cli.api.request.count';
|
||||||
|
|||||||
@@ -23,6 +23,9 @@ import {
|
|||||||
EVENT_CONVERSATION_FINISHED,
|
EVENT_CONVERSATION_FINISHED,
|
||||||
EVENT_CHAT_COMPRESSION,
|
EVENT_CHAT_COMPRESSION,
|
||||||
EVENT_MALFORMED_JSON_RESPONSE,
|
EVENT_MALFORMED_JSON_RESPONSE,
|
||||||
|
EVENT_INVALID_CHUNK,
|
||||||
|
EVENT_CONTENT_RETRY,
|
||||||
|
EVENT_CONTENT_RETRY_FAILURE,
|
||||||
} from './constants.js';
|
} from './constants.js';
|
||||||
import type {
|
import type {
|
||||||
ApiErrorEvent,
|
ApiErrorEvent,
|
||||||
@@ -41,6 +44,9 @@ import type {
|
|||||||
KittySequenceOverflowEvent,
|
KittySequenceOverflowEvent,
|
||||||
ChatCompressionEvent,
|
ChatCompressionEvent,
|
||||||
MalformedJsonResponseEvent,
|
MalformedJsonResponseEvent,
|
||||||
|
InvalidChunkEvent,
|
||||||
|
ContentRetryEvent,
|
||||||
|
ContentRetryFailureEvent,
|
||||||
} from './types.js';
|
} from './types.js';
|
||||||
import {
|
import {
|
||||||
recordApiErrorMetrics,
|
recordApiErrorMetrics,
|
||||||
@@ -49,6 +55,9 @@ import {
|
|||||||
recordToolCallMetrics,
|
recordToolCallMetrics,
|
||||||
recordChatCompressionMetrics,
|
recordChatCompressionMetrics,
|
||||||
recordFileOperationMetric,
|
recordFileOperationMetric,
|
||||||
|
recordInvalidChunk,
|
||||||
|
recordContentRetry,
|
||||||
|
recordContentRetryFailure,
|
||||||
} from './metrics.js';
|
} from './metrics.js';
|
||||||
import { isTelemetrySdkInitialized } from './sdk.js';
|
import { isTelemetrySdkInitialized } from './sdk.js';
|
||||||
import type { UiEvent } from './uiTelemetry.js';
|
import type { UiEvent } from './uiTelemetry.js';
|
||||||
@@ -501,3 +510,73 @@ export function logMalformedJsonResponse(
|
|||||||
};
|
};
|
||||||
logger.emit(logRecord);
|
logger.emit(logRecord);
|
||||||
}
|
}
|
||||||
|
|
||||||
|
export function logInvalidChunk(
|
||||||
|
config: Config,
|
||||||
|
event: InvalidChunkEvent,
|
||||||
|
): void {
|
||||||
|
ClearcutLogger.getInstance(config)?.logInvalidChunkEvent(event);
|
||||||
|
if (!isTelemetrySdkInitialized()) return;
|
||||||
|
|
||||||
|
const attributes: LogAttributes = {
|
||||||
|
...getCommonAttributes(config),
|
||||||
|
'event.name': EVENT_INVALID_CHUNK,
|
||||||
|
'event.timestamp': event['event.timestamp'],
|
||||||
|
};
|
||||||
|
|
||||||
|
if (event.error_message) {
|
||||||
|
attributes['error.message'] = event.error_message;
|
||||||
|
}
|
||||||
|
|
||||||
|
const logger = logs.getLogger(SERVICE_NAME);
|
||||||
|
const logRecord: LogRecord = {
|
||||||
|
body: `Invalid chunk received from stream.`,
|
||||||
|
attributes,
|
||||||
|
};
|
||||||
|
logger.emit(logRecord);
|
||||||
|
recordInvalidChunk(config);
|
||||||
|
}
|
||||||
|
|
||||||
|
export function logContentRetry(
|
||||||
|
config: Config,
|
||||||
|
event: ContentRetryEvent,
|
||||||
|
): void {
|
||||||
|
ClearcutLogger.getInstance(config)?.logContentRetryEvent(event);
|
||||||
|
if (!isTelemetrySdkInitialized()) return;
|
||||||
|
|
||||||
|
const attributes: LogAttributes = {
|
||||||
|
...getCommonAttributes(config),
|
||||||
|
...event,
|
||||||
|
'event.name': EVENT_CONTENT_RETRY,
|
||||||
|
};
|
||||||
|
|
||||||
|
const logger = logs.getLogger(SERVICE_NAME);
|
||||||
|
const logRecord: LogRecord = {
|
||||||
|
body: `Content retry attempt ${event.attempt_number} due to ${event.error_type}.`,
|
||||||
|
attributes,
|
||||||
|
};
|
||||||
|
logger.emit(logRecord);
|
||||||
|
recordContentRetry(config);
|
||||||
|
}
|
||||||
|
|
||||||
|
export function logContentRetryFailure(
|
||||||
|
config: Config,
|
||||||
|
event: ContentRetryFailureEvent,
|
||||||
|
): void {
|
||||||
|
ClearcutLogger.getInstance(config)?.logContentRetryFailureEvent(event);
|
||||||
|
if (!isTelemetrySdkInitialized()) return;
|
||||||
|
|
||||||
|
const attributes: LogAttributes = {
|
||||||
|
...getCommonAttributes(config),
|
||||||
|
...event,
|
||||||
|
'event.name': EVENT_CONTENT_RETRY_FAILURE,
|
||||||
|
};
|
||||||
|
|
||||||
|
const logger = logs.getLogger(SERVICE_NAME);
|
||||||
|
const logRecord: LogRecord = {
|
||||||
|
body: `All content retries failed after ${event.total_attempts} attempts.`,
|
||||||
|
attributes,
|
||||||
|
};
|
||||||
|
logger.emit(logRecord);
|
||||||
|
recordContentRetryFailure(config);
|
||||||
|
}
|
||||||
|
|||||||
@@ -448,6 +448,59 @@ export class FileOperationEvent implements BaseTelemetryEvent {
|
|||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
||||||
|
// Add these new event interfaces
|
||||||
|
export class InvalidChunkEvent implements BaseTelemetryEvent {
|
||||||
|
'event.name': 'invalid_chunk';
|
||||||
|
'event.timestamp': string;
|
||||||
|
error_message?: string; // Optional: validation error details
|
||||||
|
|
||||||
|
constructor(error_message?: string) {
|
||||||
|
this['event.name'] = 'invalid_chunk';
|
||||||
|
this['event.timestamp'] = new Date().toISOString();
|
||||||
|
this.error_message = error_message;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
export class ContentRetryEvent implements BaseTelemetryEvent {
|
||||||
|
'event.name': 'content_retry';
|
||||||
|
'event.timestamp': string;
|
||||||
|
attempt_number: number;
|
||||||
|
error_type: string; // e.g., 'EmptyStreamError'
|
||||||
|
retry_delay_ms: number;
|
||||||
|
|
||||||
|
constructor(
|
||||||
|
attempt_number: number,
|
||||||
|
error_type: string,
|
||||||
|
retry_delay_ms: number,
|
||||||
|
) {
|
||||||
|
this['event.name'] = 'content_retry';
|
||||||
|
this['event.timestamp'] = new Date().toISOString();
|
||||||
|
this.attempt_number = attempt_number;
|
||||||
|
this.error_type = error_type;
|
||||||
|
this.retry_delay_ms = retry_delay_ms;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
export class ContentRetryFailureEvent implements BaseTelemetryEvent {
|
||||||
|
'event.name': 'content_retry_failure';
|
||||||
|
'event.timestamp': string;
|
||||||
|
total_attempts: number;
|
||||||
|
final_error_type: string;
|
||||||
|
total_duration_ms?: number; // Optional: total time spent retrying
|
||||||
|
|
||||||
|
constructor(
|
||||||
|
total_attempts: number,
|
||||||
|
final_error_type: string,
|
||||||
|
total_duration_ms?: number,
|
||||||
|
) {
|
||||||
|
this['event.name'] = 'content_retry_failure';
|
||||||
|
this['event.timestamp'] = new Date().toISOString();
|
||||||
|
this.total_attempts = total_attempts;
|
||||||
|
this.final_error_type = final_error_type;
|
||||||
|
this.total_duration_ms = total_duration_ms;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
export type TelemetryEvent =
|
export type TelemetryEvent =
|
||||||
| StartSessionEvent
|
| StartSessionEvent
|
||||||
| EndSessionEvent
|
| EndSessionEvent
|
||||||
@@ -464,4 +517,7 @@ export type TelemetryEvent =
|
|||||||
| IdeConnectionEvent
|
| IdeConnectionEvent
|
||||||
| ConversationFinishedEvent
|
| ConversationFinishedEvent
|
||||||
| SlashCommandEvent
|
| SlashCommandEvent
|
||||||
| FileOperationEvent;
|
| FileOperationEvent
|
||||||
|
| InvalidChunkEvent
|
||||||
|
| ContentRetryEvent
|
||||||
|
| ContentRetryFailureEvent;
|
||||||
|
|||||||
Reference in New Issue
Block a user