File size: 11,388 Bytes
7a1ad33 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 | /**
* @license
* Copyright 2025 Google LLC
* SPDX-License-Identifier: Apache-2.0
*/
import type { GenerateContentConfig } from '@google/genai';
import type { Config } from '../config/config.js';
import type {
FailureKind,
FallbackAction,
ModelPolicy,
ModelPolicyChain,
RetryAvailabilityContext,
} from './modelPolicy.js';
import {
createDefaultPolicy,
createSingleModelChain,
getModelPolicyChain,
getFlashLitePolicyChain,
SILENT_ACTIONS,
} from './policyCatalog.js';
import {
DEFAULT_GEMINI_FLASH_LITE_MODEL,
DEFAULT_GEMINI_MODEL,
PREVIEW_GEMINI_MODEL_AUTO,
isAutoModel,
isGemini3Model,
resolveModel,
} from '../config/models.js';
import { normalizeModelId } from '../utils/modelUtils.js';
import type { ModelSelectionResult } from './modelAvailabilityService.js';
import type { ModelConfigKey } from '../services/modelConfigService.js';
import { ApprovalMode } from '../policy/types.js';
/**
* Resolves the active policy chain for the given config, ensuring the
* user-selected active model is represented.
*/
export function resolvePolicyChain(
config: Config,
preferredModel?: string,
wrapsAround: boolean = false,
): ModelPolicyChain {
const normalizedPreferredModel = preferredModel
? normalizeModelId(preferredModel)
: undefined;
const modelFromConfig = normalizeModelId(
normalizedPreferredModel ?? config.getActiveModel?.() ?? config.getModel(),
);
const configuredModel = normalizeModelId(config.getModel());
let chain: ModelPolicyChain | undefined;
const useGemini31 = config.getGemini31LaunchedSync?.() ?? false;
const useCustomToolModel = config.getUseCustomToolModelSync?.() ?? false;
const hasAccessToPreview = config.getHasAccessToPreviewModel?.() ?? false;
const useGemini3_5Flash = config.hasGemini35FlashGAAccess?.() ?? false;
// Capture the original family intent before any normalization or early downgrade.
const isOriginallyGemini3 = isGemini3Model(modelFromConfig, config);
const resolvedModel = normalizeModelId(
resolveModel(
modelFromConfig,
useGemini31,
useCustomToolModel,
hasAccessToPreview,
config,
useGemini3_5Flash,
),
);
const isAutoPreferred = normalizedPreferredModel
? isAutoModel(normalizedPreferredModel, config)
: false;
const isAutoConfigured = isAutoModel(configuredModel, config);
// We always wrap around for Gemini 3 chains to ensure maximum availability
// between models in the same family (e.g. fallback to Pro if Flash is exhausted).
const effectiveWrapsAround =
wrapsAround || isAutoPreferred || isAutoConfigured || isOriginallyGemini3;
// --- DYNAMIC PATH ---
if (config.getExperimentalDynamicModelConfiguration?.() === true) {
const context = {
useGemini3_1: useGemini31,
useCustomTools: useCustomToolModel,
useGemini3_5Flash,
};
if (resolvedModel === DEFAULT_GEMINI_FLASH_LITE_MODEL) {
chain = config.modelConfigService.resolveChain('lite', context);
} else if (isOriginallyGemini3 || isAutoPreferred || isAutoConfigured) {
// 1. Try to find a chain specifically for the current configured alias
if (
isAutoConfigured &&
config.modelConfigService.getModelChain(configuredModel)
) {
chain = config.modelConfigService.resolveChain(
configuredModel,
context,
);
}
// 2. Fallback to family-based auto-routing
if (!chain) {
const isAutoSelection = isAutoPreferred || isAutoConfigured;
const previewEnabled =
hasAccessToPreview &&
(isGemini3Model(resolvedModel, config) ||
normalizedPreferredModel === PREVIEW_GEMINI_MODEL_AUTO ||
configuredModel === PREVIEW_GEMINI_MODEL_AUTO);
const autoPrefix = isAutoSelection ? 'auto-' : '';
const chainKey = previewEnabled ? 'preview' : 'default';
chain = config.modelConfigService.resolveChain(
`${autoPrefix}${chainKey}`,
context,
);
}
}
if (!chain) {
// No matching modelChains found, default to single model chain
chain = createSingleModelChain(modelFromConfig);
}
chain = applyDynamicSlicing(chain, resolvedModel, effectiveWrapsAround);
} else {
// --- LEGACY PATH ---
if (resolvedModel === DEFAULT_GEMINI_FLASH_LITE_MODEL) {
chain = getFlashLitePolicyChain();
} else if (isOriginallyGemini3 || isAutoPreferred || isAutoConfigured) {
const isAutoSelection = isAutoPreferred || isAutoConfigured;
if (hasAccessToPreview) {
const previewEnabled =
isOriginallyGemini3 ||
normalizedPreferredModel === PREVIEW_GEMINI_MODEL_AUTO ||
configuredModel === PREVIEW_GEMINI_MODEL_AUTO;
chain = getModelPolicyChain({
previewEnabled,
isAutoSelection,
userTier: config.getUserTier(),
useGemini31,
useCustomToolModel,
useGemini3_5Flash,
});
} else {
// User requested Gemini 3 but has no access. Proactively downgrade
// to the stable Gemini 2.5 chain.
chain = getModelPolicyChain({
previewEnabled: false,
isAutoSelection,
userTier: config.getUserTier(),
useGemini31,
useCustomToolModel,
useGemini3_5Flash,
});
}
} else {
chain = createSingleModelChain(modelFromConfig);
}
chain = applyDynamicSlicing(chain, resolvedModel, effectiveWrapsAround);
}
// Apply Unified Silent Injection for Plan Mode with defensive checks
if (config?.getApprovalMode?.() === ApprovalMode.PLAN) {
return chain.map((policy) => ({
...policy,
actions: { ...SILENT_ACTIONS },
}));
}
return chain;
}
/**
* Applies active-index slicing and wrap-around logic to a chain template.
*/
function applyDynamicSlicing(
chain: ModelPolicy[],
resolvedModel: string,
wrapsAround: boolean,
): ModelPolicyChain {
const normalizedResolved = normalizeModelId(resolvedModel);
const activeIndex = chain.findIndex(
(policy) => normalizeModelId(policy.model) === normalizedResolved,
);
if (activeIndex !== -1) {
return wrapsAround
? [...chain.slice(activeIndex), ...chain.slice(0, activeIndex)]
: [...chain.slice(activeIndex)];
}
// If the user specified a model not in the default chain, we assume they want
// *only* that model. We do not fallback to the default chain.
return [createDefaultPolicy(resolvedModel, { isLastResort: true })];
}
/**
* Produces the failed policy (if it exists in the chain) and the list of
* fallback candidates that follow it.
* @param chain - The ordered list of available model policies.
* @param failedModel - The identifier of the model that failed.
* @param wrapsAround - If true, treats the chain as a circular buffer.
*/
export function buildFallbackPolicyContext(
chain: ModelPolicyChain,
failedModel: string,
wrapsAround: boolean = false,
): {
failedPolicy?: ModelPolicy;
candidates: ModelPolicy[];
} {
const normalizedFailed = normalizeModelId(failedModel);
const index = chain.findIndex(
(policy) => normalizeModelId(policy.model) === normalizedFailed,
);
if (index === -1) {
return { failedPolicy: undefined, candidates: chain };
}
// Return [candidates_after, candidates_before] to prioritize downgrades
// (continuing the chain) before wrapping around to upgrades.
const candidates = wrapsAround
? [...chain.slice(index + 1), ...chain.slice(0, index)]
: [...chain.slice(index + 1)];
return {
failedPolicy: chain[index],
candidates,
};
}
export function resolvePolicyAction(
failureKind: FailureKind,
policy: ModelPolicy,
): FallbackAction {
return policy.actions?.[failureKind] ?? 'prompt';
}
/**
* Creates a context provider for retry logic that returns the availability
* sevice and resolves the current model's policy.
*
* @param modelGetter A function that returns the model ID currently being attempted.
* (Allows handling dynamic model changes during retries).
*/
export function createAvailabilityContextProvider(
config: Config,
modelGetter: () => string,
): () => RetryAvailabilityContext | undefined {
return () => {
const service = config.getModelAvailabilityService();
const currentModel = modelGetter();
// Resolve the chain for the specific model we are attempting.
const chain = resolvePolicyChain(config, currentModel);
const policy = chain.find((p) => p.model === currentModel);
return policy ? { service, policy } : undefined;
};
}
/**
* Selects the model to use for an attempt via the availability service and
* returns the selection context.
*/
export function selectModelForAvailability(
config: Config,
requestedModel: string,
): ModelSelectionResult {
const chain = resolvePolicyChain(config, requestedModel);
const selection = config
.getModelAvailabilityService()
.selectFirstAvailable(chain.map((p) => p.model));
if (selection.selectedModel) return selection;
const backupModel =
chain.find((p) => p.isLastResort)?.model ?? DEFAULT_GEMINI_MODEL;
return { selectedModel: backupModel, skipped: [] };
}
/**
* Applies the model availability selection logic, including side effects
* (setting active model, consuming sticky attempts) and config updates.
*/
export function applyModelSelection(
config: Config,
modelConfigKey: ModelConfigKey,
options: { consumeAttempt?: boolean } = {},
): { model: string; config: GenerateContentConfig; maxAttempts?: number } {
const resolved = config.modelConfigService.getResolvedConfig(modelConfigKey);
const model = resolved.model;
const selection = selectModelForAvailability(config, model);
if (!selection) {
return { model, config: resolved.generateContentConfig };
}
const finalModel = selection.selectedModel ?? model;
let generateContentConfig = resolved.generateContentConfig;
if (finalModel !== model) {
const fallbackResolved = config.modelConfigService.getResolvedConfig({
...modelConfigKey,
model: finalModel,
});
generateContentConfig = fallbackResolved.generateContentConfig;
}
if (modelConfigKey.isChatModel) {
config.setActiveModel(finalModel);
}
if (selection.attempts && options.consumeAttempt !== false) {
config.getModelAvailabilityService().consumeStickyAttempt(finalModel);
}
const chain = resolvePolicyChain(config, finalModel);
const policy = chain.find((p) => p.model === finalModel);
return {
model: finalModel,
config: generateContentConfig,
maxAttempts: selection.attempts ?? policy?.maxAttempts,
};
}
export function applyAvailabilityTransition(
getContext: (() => RetryAvailabilityContext | undefined) | undefined,
failureKind: FailureKind,
): void {
const context = getContext?.();
if (!context) return;
const transition = context.policy.stateTransitions?.[failureKind];
if (!transition) return;
if (transition === 'terminal') {
context.service.markTerminal(
context.policy.model,
failureKind === 'terminal' ? 'quota' : 'capacity',
);
} else if (transition === 'sticky_retry') {
context.service.markRetryOncePerTurn(
context.policy.model,
context.policy.maxAttempts,
);
context.service.consumeStickyAttempt(context.policy.model);
}
}
|