Files
openclaw/extensions/github-copilot/embeddings.test.ts
Pengfei Ni 88d3620a85 feat(github-copilot): add embedding provider for memory search (#61718)
Merged via squash.

Prepared head SHA: 05a78ce7f2
Co-authored-by: feiskyer <676637+feiskyer@users.noreply.github.com>
Co-authored-by: vincentkoc <25068+vincentkoc@users.noreply.github.com>
Reviewed-by: @vincentkoc
2026-04-15 10:39:28 +01:00

280 lines
9.2 KiB
TypeScript

import { afterEach, beforeEach, describe, expect, it, vi } from "vitest";
const resolveFirstGithubTokenMock = vi.hoisted(() => vi.fn());
const resolveCopilotApiTokenMock = vi.hoisted(() => vi.fn());
const resolveConfiguredSecretInputStringMock = vi.hoisted(() => vi.fn());
const fetchWithSsrFGuardMock = vi.hoisted(() => vi.fn());
const createGitHubCopilotEmbeddingProviderMock = vi.hoisted(() => vi.fn());
vi.mock("./auth.js", () => ({
resolveFirstGithubToken: resolveFirstGithubTokenMock,
}));
vi.mock("openclaw/plugin-sdk/config-runtime", () => ({
resolveConfiguredSecretInputString: resolveConfiguredSecretInputStringMock,
}));
vi.mock("openclaw/plugin-sdk/github-copilot-token", () => ({
DEFAULT_COPILOT_API_BASE_URL: "https://api.githubcopilot.test",
resolveCopilotApiToken: resolveCopilotApiTokenMock,
}));
vi.mock("openclaw/plugin-sdk/memory-core-host-engine-embeddings", () => ({
createGitHubCopilotEmbeddingProvider: createGitHubCopilotEmbeddingProviderMock,
}));
vi.mock("openclaw/plugin-sdk/ssrf-runtime", () => ({
fetchWithSsrFGuard: fetchWithSsrFGuardMock,
}));
import { githubCopilotMemoryEmbeddingProviderAdapter } from "./embeddings.js";
const TEST_BASE_URL = "https://api.githubcopilot.test";
function buildModelsResponse(models: Array<{ id: string; supported_endpoints?: unknown }>) {
return { data: models };
}
function mockDiscoveryResponse(spec: {
ok: boolean;
status?: number;
json?: unknown;
text?: string;
}) {
fetchWithSsrFGuardMock.mockImplementationOnce(async () => ({
response: {
ok: spec.ok,
status: spec.status ?? (spec.ok ? 200 : 500),
json: async () => spec.json,
text: async () => spec.text ?? "",
},
release: vi.fn(async () => {}),
}));
}
function defaultCreateOptions() {
return {
config: {} as Record<string, unknown>,
agentDir: "/tmp/test-agent",
model: "",
};
}
describe("githubCopilotMemoryEmbeddingProviderAdapter", () => {
beforeEach(() => {
resolveConfiguredSecretInputStringMock.mockResolvedValue({});
resolveFirstGithubTokenMock.mockResolvedValue({
githubToken: "gh_test_token_123",
hasProfile: false,
});
resolveCopilotApiTokenMock.mockResolvedValue({
token: "copilot_test_token_abc",
expiresAt: Date.now() + 3_600_000,
source: "test",
baseUrl: TEST_BASE_URL,
});
createGitHubCopilotEmbeddingProviderMock.mockImplementation(async (client) => ({
provider: {
id: "github-copilot",
model: client.model,
embedQuery: async () => [0.1, 0.2, 0.3],
embedBatch: async (texts: string[]) => texts.map(() => [0.1, 0.2, 0.3]),
},
client,
}));
});
afterEach(() => {
vi.restoreAllMocks();
resolveConfiguredSecretInputStringMock.mockReset();
resolveFirstGithubTokenMock.mockReset();
resolveCopilotApiTokenMock.mockReset();
createGitHubCopilotEmbeddingProviderMock.mockReset();
fetchWithSsrFGuardMock.mockReset();
});
it("registers the expected adapter metadata", () => {
expect(githubCopilotMemoryEmbeddingProviderAdapter.id).toBe("github-copilot");
expect(githubCopilotMemoryEmbeddingProviderAdapter.transport).toBe("remote");
expect(githubCopilotMemoryEmbeddingProviderAdapter.autoSelectPriority).toBe(15);
expect(githubCopilotMemoryEmbeddingProviderAdapter.allowExplicitWhenConfiguredAuto).toBe(true);
});
it("picks text-embedding-3-small when available", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "text-embedding-3-large", supported_endpoints: ["/v1/embeddings"] },
{ id: "text-embedding-3-small", supported_endpoints: ["/v1/embeddings"] },
{ id: "gpt-4o", supported_endpoints: ["/v1/chat/completions"] },
]),
});
const result = await githubCopilotMemoryEmbeddingProviderAdapter.create(defaultCreateOptions());
expect(result.provider?.model).toBe("text-embedding-3-small");
expect(createGitHubCopilotEmbeddingProviderMock).toHaveBeenCalledWith(
expect.objectContaining({
baseUrl: TEST_BASE_URL,
githubToken: "gh_test_token_123",
model: "text-embedding-3-small",
}),
);
});
it("matches embedding-capable models when supported_endpoints is missing or malformed", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "gpt-4o", supported_endpoints: { broken: true } },
{ id: "text-embedding-3-small", supported_endpoints: [] },
{ id: "text-embedding-ada-002" },
]),
});
const result = await githubCopilotMemoryEmbeddingProviderAdapter.create(defaultCreateOptions());
expect(result.provider?.model).toBe("text-embedding-3-small");
});
it("strips the provider prefix from a user-selected model", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "text-embedding-3-small", supported_endpoints: ["/v1/embeddings"] },
]),
});
const result = await githubCopilotMemoryEmbeddingProviderAdapter.create({
...defaultCreateOptions(),
model: "github-copilot/text-embedding-3-small",
} as never);
expect(result.provider?.model).toBe("text-embedding-3-small");
});
it("throws when the user-selected model is unavailable", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "text-embedding-3-small", supported_endpoints: ["/v1/embeddings"] },
]),
});
await expect(
githubCopilotMemoryEmbeddingProviderAdapter.create({
...defaultCreateOptions(),
model: "gpt-4o",
} as never),
).rejects.toThrow('GitHub Copilot embedding model "gpt-4o" is not available');
});
it("throws when discovery finds no embedding models", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([{ id: "gpt-4o", supported_endpoints: ["/v1/chat/completions"] }]),
});
await expect(
githubCopilotMemoryEmbeddingProviderAdapter.create(defaultCreateOptions()),
).rejects.toThrow("No embedding models available from GitHub Copilot");
});
it("wraps invalid discovery JSON as a setup error", async () => {
fetchWithSsrFGuardMock.mockImplementationOnce(async () => ({
response: {
ok: true,
status: 200,
json: async () => {
throw new SyntaxError("bad json");
},
text: async () => "",
},
release: vi.fn(async () => {}),
}));
await expect(
githubCopilotMemoryEmbeddingProviderAdapter.create(defaultCreateOptions()),
).rejects.toThrow("GitHub Copilot model discovery returned invalid JSON");
});
it("honors remote overrides when creating the provider", async () => {
resolveConfiguredSecretInputStringMock.mockResolvedValue({ value: "gh_remote_token" });
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "text-embedding-3-small", supported_endpoints: ["/v1/embeddings"] },
]),
});
await githubCopilotMemoryEmbeddingProviderAdapter.create({
...defaultCreateOptions(),
remote: {
apiKey: "ignored-at-runtime",
baseUrl: "https://proxy.example/v1",
headers: { "X-Proxy-Token": "proxy" },
},
} as never);
expect(resolveFirstGithubTokenMock).toHaveBeenCalled();
expect(createGitHubCopilotEmbeddingProviderMock).toHaveBeenCalledWith({
baseUrl: "https://proxy.example/v1",
env: process.env,
fetchImpl: fetch,
githubToken: "gh_remote_token",
headers: { "X-Proxy-Token": "proxy" },
model: "text-embedding-3-small",
});
const discoveryCall = fetchWithSsrFGuardMock.mock.calls[0]?.[0] as {
init: { headers: Record<string, string> };
url: string;
};
expect(discoveryCall.url).toBe("https://proxy.example/v1/models");
expect(discoveryCall.init.headers["X-Proxy-Token"]).toBe("proxy");
});
it("includes provider, baseUrl, and model in runtime cache data", async () => {
mockDiscoveryResponse({
ok: true,
json: buildModelsResponse([
{ id: "text-embedding-3-small", supported_endpoints: ["/v1/embeddings"] },
]),
});
const result = await githubCopilotMemoryEmbeddingProviderAdapter.create(defaultCreateOptions());
expect(result.runtime).toEqual({
id: "github-copilot",
cacheKeyData: {
provider: "github-copilot",
baseUrl: TEST_BASE_URL,
model: "text-embedding-3-small",
},
});
});
it("treats token parsing and discovery failures as auto-fallback errors", () => {
expect(
githubCopilotMemoryEmbeddingProviderAdapter.shouldContinueAutoSelection!(
new Error("Copilot token response missing token"),
),
).toBe(true);
expect(
githubCopilotMemoryEmbeddingProviderAdapter.shouldContinueAutoSelection!(
new Error("Unexpected response from GitHub Copilot token endpoint"),
),
).toBe(true);
expect(
githubCopilotMemoryEmbeddingProviderAdapter.shouldContinueAutoSelection!(
new Error("GitHub Copilot model discovery returned invalid JSON"),
),
).toBe(true);
expect(
githubCopilotMemoryEmbeddingProviderAdapter.shouldContinueAutoSelection!(
new Error("Network timeout"),
),
).toBe(false);
});
});