Q17: budget every model request against the provider's context window
Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
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import { randomUUID } from "node:crypto";
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import { tmpdir } from "node:os";
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import { join } from "node:path";
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import { describe, expect, test } from "vitest";
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import { estimateTokens, inputBudgetTokens, skillBudgetTokens } from "../../src/main/services/context-budget";
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import { runAgentLoop } from "../../src/main/services/agent-run-loop";
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import { DatabaseConnection } from "../../src/main/database/connection";
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import { OrganizationService } from "../../src/main/services/organization-service";
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import { ChatService } from "../../src/main/services/chat-service";
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import { IntegrationKeyStore } from "../../src/main/services/integration-key-store";
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import { ProviderService } from "../../src/main/services/provider-service";
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import type { AgentTurnMessage, AgentTurnResult } from "../../src/main/services/provider-tool-turn";
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import { AGENT_TOOLS } from "../../src/main/services/agent-tools";
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import { WORKSPACE_TOOLS } from "../../src/main/services/agent-workspace-tools";
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import { WEB_TOOLS } from "../../src/main/services/agent-web-tools";
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const FIXED_TOKENS = estimateTokens("i") + estimateTokens(JSON.stringify([...AGENT_TOOLS, ...WORKSPACE_TOOLS, ...WEB_TOOLS]));
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describe("token estimates", () => {
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test("count CJK per character and other text per three characters", () => {
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expect(estimateTokens("abcdef")).toBe(2);
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expect(estimateTokens("abcdefg")).toBe(3);
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expect(estimateTokens("技能规则")).toBe(4);
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expect(estimateTokens("规则 rule")).toBe(4);
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expect(inputBudgetTokens(128_000)).toBe(112_000);
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expect(skillBudgetTokens(128_000)).toBe(44_800);
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});
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});
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async function loop(budget: number, sent: AgentTurnMessage[][]) {
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const connection = new DatabaseConnection(join(tmpdir(), `ac-budget-${randomUUID()}.db`));
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const organization = new OrganizationService(connection.db);
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let orgId = "";
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let agentId = "";
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connection.transaction(() => {
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orgId = organization.createOrganization({ organizationName: "B", employeeName: "Y", mission: "m", goal: "g" });
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agentId = organization.createAgent({ orgId, name: "Ana", role: "Analyst", department: "Operations", modelProviderId: null, modelId: null, budgetCents: 1000, managerAgentId: null });
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});
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const chat = new ChatService(connection.db);
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const general = connection.db.prepare("select id from chat_spaces where org_id = ? and name = 'general'").get(orgId) as { id: string };
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chat.sendMessage({ orgId, spaceId: general.id, threadId: null, senderType: "agent", senderId: agentId, bodyMd: "y".repeat(9000), attachmentFileIds: [] });
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let turn = 0;
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try {
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return await runAgentLoop(
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{
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providers: {
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integrationKeys: new IntegrationKeyStore(connection.db),
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runToolTurn: async (input): Promise<AgentTurnResult & { requestId: string }> => {
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sent.push(input.messages.map((message) => ({ ...message })));
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turn += 1;
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return turn <= 2
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? { text: "", toolCalls: [{ id: `c${turn}`, name: "read_messages", arguments: { channel: "general" } }], rawResponseJson: "{}", requestId: `r${turn}` }
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: { text: "done", toolCalls: [], rawResponseJson: "{}", requestId: `r${turn}` };
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},
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},
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tools: { db: connection.db, organization, chat },
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},
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{
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orgId, providerId: "p", inputBudgetTokens: budget, workspaceId: null, instructions: "i", initialUserTurn: "go",
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toolContext: { orgId, agent: { id: agentId, modelProviderId: null, modelId: null }, taskProjectId: null, taskGoalId: null, taskId: null, sourceThreadId: null, workspace: null },
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},
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);
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} finally {
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connection.close();
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}
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}
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describe("run context budget", () => {
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test("over budget, older tool results are elided before the next call", async () => {
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const sent: AgentTurnMessage[][] = [];
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const result = await loop(FIXED_TOKENS + 5_000, sent);
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expect(result.finalText).toBe("done");
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const outputs = sent[2].flatMap((message) => (message.role === "tool" ? message.results.map((item) => item.output) : []));
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expect(outputs[0]).toMatch(/^\[Earlier result of read_messages elided/);
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expect(outputs[1]).toContain("y".repeat(9000));
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});
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test("a request that cannot fit even after compaction fails loudly with the numbers", async () => {
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await expect(loop(2_000, [])).rejects.toThrow(/This run needs ~\d+ input tokens but the provider's context window leaves 2000/);
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});
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test("the provider context window has a floor", () => {
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const connection = new DatabaseConnection(join(tmpdir(), `ac-window-${randomUUID()}.db`));
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const organization = new OrganizationService(connection.db);
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let orgId = "";
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connection.transaction(() => {
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orgId = organization.createOrganization({ organizationName: "W", employeeName: "Y", mission: "m", goal: "g" });
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});
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const providerId = (connection.db.prepare("select id from providers where org_id = ? and provider_key = 'openai'").get(orgId) as { id: string }).id;
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const providers = new ProviderService(connection.db);
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const policy = { orgId, providerId, dataPolicy: "standard" as const, backgroundEnabled: false, monthlyRequestLimit: 100, workspaceScope: "organization" as const };
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expect(() => providers.updatePolicy({ ...policy, contextWindowTokens: 8_000 })).toThrow("Context window must be at least 24000 tokens.");
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providers.updatePolicy({ ...policy, contextWindowTokens: 200_000 });
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expect(connection.db.prepare("select context_window_tokens from providers where id = ?").get(providerId)).toEqual({ context_window_tokens: 200_000 });
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connection.close();
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});
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});
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