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| 1 | +/** |
| 2 | + * @license |
| 3 | + * Copyright 2025 Google LLC |
| 4 | + * SPDX-License-Identifier: Apache-2.0 |
| 5 | + */ |
| 6 | + |
| 7 | +import type { Content } from '@google/genai'; |
| 8 | +import type { Config } from '../config/config.js'; |
| 9 | +import type { GeminiChat } from '../core/geminiChat.js'; |
| 10 | +import { type ChatCompressionInfo, CompressionStatus } from '../core/turn.js'; |
| 11 | +import { uiTelemetryService } from '../telemetry/uiTelemetry.js'; |
| 12 | +import { tokenLimit } from '../core/tokenLimits.js'; |
| 13 | +import { getCompressionPrompt } from '../core/prompts.js'; |
| 14 | +import { getResponseText } from '../utils/partUtils.js'; |
| 15 | +import { logChatCompression } from '../telemetry/loggers.js'; |
| 16 | +import { makeChatCompressionEvent } from '../telemetry/types.js'; |
| 17 | +import { getInitialChatHistory } from '../utils/environmentContext.js'; |
| 18 | + |
| 19 | +/** |
| 20 | + * Default threshold for compression token count as a fraction of the model's |
| 21 | + * token limit. If the chat history exceeds this threshold, it will be compressed. |
| 22 | + */ |
| 23 | +export const DEFAULT_COMPRESSION_TOKEN_THRESHOLD = 0.2; |
| 24 | + |
| 25 | +/** |
| 26 | + * The fraction of the latest chat history to keep. A value of 0.3 |
| 27 | + * means that only the last 30% of the chat history will be kept after compression. |
| 28 | + */ |
| 29 | +export const COMPRESSION_PRESERVE_THRESHOLD = 0.3; |
| 30 | + |
| 31 | +/** |
| 32 | + * Returns the index of the oldest item to keep when compressing. May return |
| 33 | + * contents.length which indicates that everything should be compressed. |
| 34 | + * |
| 35 | + * Exported for testing purposes. |
| 36 | + */ |
| 37 | +export function findCompressSplitPoint( |
| 38 | + contents: Content[], |
| 39 | + fraction: number, |
| 40 | +): number { |
| 41 | + if (fraction <= 0 || fraction >= 1) { |
| 42 | + throw new Error('Fraction must be between 0 and 1'); |
| 43 | + } |
| 44 | + |
| 45 | + const charCounts = contents.map((content) => JSON.stringify(content).length); |
| 46 | + const totalCharCount = charCounts.reduce((a, b) => a + b, 0); |
| 47 | + const targetCharCount = totalCharCount * fraction; |
| 48 | + |
| 49 | + let lastSplitPoint = 0; // 0 is always valid (compress nothing) |
| 50 | + let cumulativeCharCount = 0; |
| 51 | + for (let i = 0; i < contents.length; i++) { |
| 52 | + const content = contents[i]; |
| 53 | + if ( |
| 54 | + content.role === 'user' && |
| 55 | + !content.parts?.some((part) => !!part.functionResponse) |
| 56 | + ) { |
| 57 | + if (cumulativeCharCount >= targetCharCount) { |
| 58 | + return i; |
| 59 | + } |
| 60 | + lastSplitPoint = i; |
| 61 | + } |
| 62 | + cumulativeCharCount += charCounts[i]; |
| 63 | + } |
| 64 | + |
| 65 | + // We found no split points after targetCharCount. |
| 66 | + // Check if it's safe to compress everything. |
| 67 | + const lastContent = contents[contents.length - 1]; |
| 68 | + if ( |
| 69 | + lastContent?.role === 'model' && |
| 70 | + !lastContent?.parts?.some((part) => part.functionCall) |
| 71 | + ) { |
| 72 | + return contents.length; |
| 73 | + } |
| 74 | + |
| 75 | + // Can't compress everything so just compress at last splitpoint. |
| 76 | + return lastSplitPoint; |
| 77 | +} |
| 78 | + |
| 79 | +export class ChatCompressionService { |
| 80 | + async compress( |
| 81 | + chat: GeminiChat, |
| 82 | + promptId: string, |
| 83 | + force: boolean, |
| 84 | + model: string, |
| 85 | + config: Config, |
| 86 | + hasFailedCompressionAttempt: boolean, |
| 87 | + ): Promise<{ newHistory: Content[] | null; info: ChatCompressionInfo }> { |
| 88 | + const curatedHistory = chat.getHistory(true); |
| 89 | + |
| 90 | + // Regardless of `force`, don't do anything if the history is empty. |
| 91 | + if ( |
| 92 | + curatedHistory.length === 0 || |
| 93 | + (hasFailedCompressionAttempt && !force) |
| 94 | + ) { |
| 95 | + return { |
| 96 | + newHistory: null, |
| 97 | + info: { |
| 98 | + originalTokenCount: 0, |
| 99 | + newTokenCount: 0, |
| 100 | + compressionStatus: CompressionStatus.NOOP, |
| 101 | + }, |
| 102 | + }; |
| 103 | + } |
| 104 | + |
| 105 | + const originalTokenCount = uiTelemetryService.getLastPromptTokenCount(); |
| 106 | + |
| 107 | + // Don't compress if not forced and we are under the limit. |
| 108 | + if (!force) { |
| 109 | + const threshold = |
| 110 | + config.getChatCompression()?.contextPercentageThreshold ?? |
| 111 | + DEFAULT_COMPRESSION_TOKEN_THRESHOLD; |
| 112 | + if (originalTokenCount < threshold * tokenLimit(model)) { |
| 113 | + return { |
| 114 | + newHistory: null, |
| 115 | + info: { |
| 116 | + originalTokenCount, |
| 117 | + newTokenCount: originalTokenCount, |
| 118 | + compressionStatus: CompressionStatus.NOOP, |
| 119 | + }, |
| 120 | + }; |
| 121 | + } |
| 122 | + } |
| 123 | + |
| 124 | + const splitPoint = findCompressSplitPoint( |
| 125 | + curatedHistory, |
| 126 | + 1 - COMPRESSION_PRESERVE_THRESHOLD, |
| 127 | + ); |
| 128 | + |
| 129 | + const historyToCompress = curatedHistory.slice(0, splitPoint); |
| 130 | + const historyToKeep = curatedHistory.slice(splitPoint); |
| 131 | + |
| 132 | + if (historyToCompress.length === 0) { |
| 133 | + return { |
| 134 | + newHistory: null, |
| 135 | + info: { |
| 136 | + originalTokenCount, |
| 137 | + newTokenCount: originalTokenCount, |
| 138 | + compressionStatus: CompressionStatus.NOOP, |
| 139 | + }, |
| 140 | + }; |
| 141 | + } |
| 142 | + |
| 143 | + const summaryResponse = await config.getContentGenerator().generateContent( |
| 144 | + { |
| 145 | + model, |
| 146 | + contents: [ |
| 147 | + ...historyToCompress, |
| 148 | + { |
| 149 | + role: 'user', |
| 150 | + parts: [ |
| 151 | + { |
| 152 | + text: 'First, reason in your scratchpad. Then, generate the <state_snapshot>.', |
| 153 | + }, |
| 154 | + ], |
| 155 | + }, |
| 156 | + ], |
| 157 | + config: { |
| 158 | + systemInstruction: { text: getCompressionPrompt() }, |
| 159 | + }, |
| 160 | + }, |
| 161 | + promptId, |
| 162 | + ); |
| 163 | + const summary = getResponseText(summaryResponse) ?? ''; |
| 164 | + |
| 165 | + const extraHistory: Content[] = [ |
| 166 | + { |
| 167 | + role: 'user', |
| 168 | + parts: [{ text: summary }], |
| 169 | + }, |
| 170 | + { |
| 171 | + role: 'model', |
| 172 | + parts: [{ text: 'Got it. Thanks for the additional context!' }], |
| 173 | + }, |
| 174 | + ...historyToKeep, |
| 175 | + ]; |
| 176 | + |
| 177 | + // Use a shared utility to construct the initial history for an accurate token count. |
| 178 | + const fullNewHistory = await getInitialChatHistory(config, extraHistory); |
| 179 | + |
| 180 | + // Estimate token count 1 token ≈ 4 characters |
| 181 | + const newTokenCount = Math.floor( |
| 182 | + fullNewHistory.reduce( |
| 183 | + (total, content) => total + JSON.stringify(content).length, |
| 184 | + 0, |
| 185 | + ) / 4, |
| 186 | + ); |
| 187 | + |
| 188 | + logChatCompression( |
| 189 | + config, |
| 190 | + makeChatCompressionEvent({ |
| 191 | + tokens_before: originalTokenCount, |
| 192 | + tokens_after: newTokenCount, |
| 193 | + }), |
| 194 | + ); |
| 195 | + |
| 196 | + if (newTokenCount > originalTokenCount) { |
| 197 | + return { |
| 198 | + newHistory: null, |
| 199 | + info: { |
| 200 | + originalTokenCount, |
| 201 | + newTokenCount, |
| 202 | + compressionStatus: |
| 203 | + CompressionStatus.COMPRESSION_FAILED_INFLATED_TOKEN_COUNT, |
| 204 | + }, |
| 205 | + }; |
| 206 | + } else { |
| 207 | + uiTelemetryService.setLastPromptTokenCount(newTokenCount); |
| 208 | + return { |
| 209 | + newHistory: extraHistory, |
| 210 | + info: { |
| 211 | + originalTokenCount, |
| 212 | + newTokenCount, |
| 213 | + compressionStatus: CompressionStatus.COMPRESSED, |
| 214 | + }, |
| 215 | + }; |
| 216 | + } |
| 217 | + } |
| 218 | +} |
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