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ollama-client.test.ts
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745 lines (640 loc) · 20.9 KB
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import {
assertEquals,
assertRejects,
} from "https://deno.land/std@0.208.0/assert/mod.ts";
import { RuntOllamaClient } from "../ollama-client.ts";
import type { ExecutionContext } from "@runt/lib-web";
// Test utilities
interface TestOutput {
type: string;
data: Record<string, unknown>;
metadata?: unknown;
}
function createMockExecutionContext(): {
context: ExecutionContext;
outputs: TestOutput[];
markdownOutputs: Map<string, string>;
getMarkdownContent: (outputId: string) => string;
} {
const outputs: TestOutput[] = [];
const markdownOutputs = new Map<string, string>();
let nextOutputId = 0;
const context: ExecutionContext = {
cell: {
id: "test-cell",
cellType: "ai",
source: "test ai call",
fractionalIndex: "a0",
} as ExecutionContext["cell"],
queueEntry: {
id: "test-queue",
cellId: "test-cell",
} as ExecutionContext["queueEntry"],
store: {} as ExecutionContext["store"],
sessionId: "test-session",
runtimeId: "test-runtime",
abortSignal: new AbortController().signal,
checkCancellation: () => {},
stdout: (text: string) => {
outputs.push({ type: "stdout", data: { text } });
},
stderr: (text: string) => {
outputs.push({ type: "stderr", data: { text } });
},
display: (data: unknown, metadata?: unknown) => {
outputs.push({
type: "display",
data: data as Record<string, unknown>,
metadata,
});
return Promise.resolve();
},
updateDisplay: (
displayId: string,
data: unknown,
metadata?: unknown,
) => {
outputs.push({
type: "updateDisplay",
data: { displayId, data, metadata },
});
return Promise.resolve();
},
result: (data: unknown, metadata?: unknown) => {
outputs.push({
type: "result",
data: data as Record<string, unknown>,
metadata,
});
return Promise.resolve();
},
error: (name: string, message: string, traceback: string[]) => {
outputs.push({ type: "error", data: { name, message, traceback } });
},
clear: (_wait?: boolean) => {
outputs.splice(0, outputs.length);
},
appendTerminal: (outputId: string, text: string) => {
outputs.push({ type: "appendTerminal", data: { outputId, text } });
},
markdown: (content: string, metadata?: Record<string, unknown>) => {
const outputId = `md-${nextOutputId++}`;
markdownOutputs.set(outputId, content);
outputs.push({
type: "markdown",
data: { outputId, content, metadata },
});
return outputId;
},
appendMarkdown: (outputId: string, content: string) => {
const existing = markdownOutputs.get(outputId) || "";
markdownOutputs.set(outputId, existing + content);
outputs.push({ type: "appendMarkdown", data: { outputId, content } });
},
};
const getMarkdownContent = (outputId: string): string => {
return markdownOutputs.get(outputId) || "";
};
return { context, outputs, markdownOutputs, getMarkdownContent };
}
// Mock Ollama streaming response
class MockOllamaStreamingResponse {
private chunks: Array<{
message: {
role: string;
content?: string;
tool_calls?: Array<{
function: {
name: string;
arguments: Record<string, unknown>;
};
}>;
};
done: boolean;
}>;
constructor(chunks: typeof MockOllamaStreamingResponse.prototype.chunks) {
this.chunks = chunks;
}
async *[Symbol.asyncIterator]() {
for (const chunk of this.chunks) {
yield chunk;
}
}
}
// Mock Ollama client
function createMockOllamaClient(overrides: {
listResponse?: {
models: Array<
{
name: string;
modified_at: Date;
size: number;
digest: string;
details: {
family: string;
parameter_size: string;
quantization_level: string;
};
}
>;
};
chatResponse?: MockOllamaStreamingResponse;
pullResponse?: { status: string };
shouldFailList?: boolean;
shouldFailChat?: boolean;
shouldFailPull?: boolean;
} = {}) {
return {
config: {},
list: () => {
if (overrides.shouldFailList) {
throw new Error("Connection failed");
}
return overrides.listResponse || {
models: [
{
name: "llama3.1",
modified_at: new Date(),
size: 1000000,
digest: "sha256:test",
details: {
family: "llama",
parameter_size: "8B",
quantization_level: "Q4_0",
},
},
],
};
},
chat: () => {
if (overrides.shouldFailChat) {
throw new Error("Chat failed");
}
return overrides.chatResponse || new MockOllamaStreamingResponse([
{
message: { role: "assistant", content: "Hello" },
done: false,
},
{
message: { role: "assistant", content: " world!" },
done: true,
},
]);
},
pull: () => {
if (overrides.shouldFailPull) {
throw new Error("Pull failed");
}
return overrides.pullResponse || { status: "success" };
},
};
}
Deno.test("Ollama Client - Configuration", async (t) => {
await t.step("should configure with default host", () => {
const client = new RuntOllamaClient();
// After configuration, host should be set to default
assertEquals(client["config"].host, "http://localhost:11434");
});
await t.step("should configure with custom host", () => {
const client = new RuntOllamaClient({
host: "http://custom-host:11434",
});
assertEquals(client["config"].host, "http://custom-host:11434");
});
await t.step("should configure with environment variable", () => {
Deno.env.set("OLLAMA_HOST", "http://env-host:11434");
const client = new RuntOllamaClient();
client.configure();
Deno.env.delete("OLLAMA_HOST");
});
});
Deno.test("Ollama Client - Model Management", async (t) => {
await t.step("should get available models", async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
listResponse: {
models: [
{
name: "llama3.1",
modified_at: new Date(),
size: 1000000,
digest: "sha256:test",
details: {
family: "llama",
parameter_size: "8B",
quantization_level: "Q4_0",
},
},
],
},
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const models = await client.getAvailableModels();
assertEquals(models.length, 1);
assertEquals(models[0].name, "llama3.1");
assertEquals(models[0].details.family, "llama");
});
await t.step("should handle model fetch failure", async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
shouldFailList: true,
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
await assertRejects(
() => client.getAvailableModels(),
Error,
"Connection failed",
);
});
await t.step("should ensure model exists - model present", async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
listResponse: {
models: [
{
name: "llama3.1",
modified_at: new Date(),
size: 1000000,
digest: "sha256:test",
details: {
family: "llama",
parameter_size: "8B",
quantization_level: "Q4_0",
},
},
],
},
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const exists = await client.ensureModelExists("llama3.1");
assertEquals(exists, true);
});
await t.step(
"should ensure model exists - model not present, pull successful",
async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
listResponse: {
models: [], // No models available
},
pullResponse: {
status: "success",
},
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const exists = await client.ensureModelExists("mistral");
assertEquals(exists, true);
},
);
await t.step(
"should ensure model exists - model not present, pull failed",
async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
listResponse: {
models: [], // No models available
},
pullResponse: {
status: "failed",
},
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const exists = await client.ensureModelExists("nonexistent");
assertEquals(exists, false);
},
);
});
Deno.test("Ollama Client - Connection Status", async (t) => {
await t.step("should be ready when server is available", async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient();
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const ready = await client.isReady();
assertEquals(ready, true);
});
await t.step("should not be ready when server is unavailable", async () => {
const client = new RuntOllamaClient();
const mockClient = createMockOllamaClient({
shouldFailList: true,
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const ready = await client.isReady();
assertEquals(ready, false);
});
});
Deno.test({
name: "Ollama Client - Streaming Chat",
sanitizeOps: false, // AI clients spawn child processes
sanitizeResources: false, // Allow child process resources
}, async (t) => {
await t.step("should stream markdown content token by token", async () => {
const client = new RuntOllamaClient();
const { context, outputs, getMarkdownContent } =
createMockExecutionContext();
const mockClient = createMockOllamaClient({
chatResponse: new MockOllamaStreamingResponse([
{
message: { role: "assistant", content: "Hello" },
done: false,
},
{
message: { role: "assistant", content: " world" },
done: false,
},
{
message: { role: "assistant", content: "!" },
done: false,
},
{
message: { role: "assistant", content: "\n\nThis is" },
done: false,
},
{
message: { role: "assistant", content: " a test." },
done: true,
},
]),
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Hello!" },
];
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
enableTools: false,
});
// Verify that markdown output was created
assertEquals(outputs.length, 5); // 1 markdown + 4 appendMarkdown calls
// First output should be markdown creation
assertEquals(outputs[0].type, "markdown");
assertEquals(outputs[0].data.content, "Hello");
// Subsequent outputs should be appendMarkdown calls
for (let i = 1; i < outputs.length; i++) {
assertEquals(outputs[i].type, "appendMarkdown");
}
// Verify final markdown content
const markdownId = (outputs[0].data as { outputId: string }).outputId;
const finalContent = getMarkdownContent(markdownId);
assertEquals(finalContent, "Hello world!\n\nThis is a test.");
// Verify metadata includes AI provider info
const metadata = (outputs[0].data as {
metadata: {
anode: { role: string; ai_provider: string; ai_model: string };
};
}).metadata;
assertEquals(metadata.anode.role, "assistant");
assertEquals(metadata.anode.ai_provider, "ollama");
assertEquals(metadata.anode.ai_model, "llama3.1");
});
await t.step("should handle tool calls", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
chatResponse: new MockOllamaStreamingResponse([
{
message: {
role: "assistant",
content: "I'll create a cell for you.",
tool_calls: [
{
function: {
name: "create_cell",
arguments: { cellType: "code", content: "print('hello')" },
},
},
],
},
done: true,
},
]),
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Create a code cell" },
];
let toolCallReceived = false;
const mockToolCall = (
toolCall: { name: string; arguments: Record<string, unknown> },
) => {
assertEquals(toolCall.name, "create_cell");
assertEquals(toolCall.arguments.cellType, "code");
toolCallReceived = true;
return Promise.resolve("Cell created successfully");
};
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
enableTools: true,
onToolCall: mockToolCall,
maxIterations: 1,
});
// Should have processed tool call
assertEquals(toolCallReceived, true);
// Should have markdown output for the content
const markdownOutputs = outputs.filter((o) => o.type === "markdown");
assertEquals(markdownOutputs.length, 1);
// Should have display outputs for tool execution
const displayOutputs = outputs.filter((o) => o.type === "display");
assertEquals(displayOutputs.length >= 1, true);
});
await t.step("should handle server not ready", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
shouldFailList: true,
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Hello!" },
];
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
});
// Should display configuration help
const displayOutputs = outputs.filter((o) => o.type === "display");
assertEquals(displayOutputs.length >= 1, true);
const helpOutput = displayOutputs[0].data as { "text/markdown": string };
assertEquals(
helpOutput["text/markdown"].includes("Ollama Configuration"),
true,
);
});
await t.step("should handle model not available", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
listResponse: {
models: [], // No models available
},
pullResponse: {
status: "failed", // Pull fails
},
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Hello!" },
];
await client.generateAgenticResponse(messages, context, {
model: "nonexistent",
});
// Should display error about model not being available
const _displayOutputs = outputs.filter((o) => o.type === "display");
const errorOutputs = outputs.filter((o) => o.type === "error");
// The error should be displayed as error type
assertEquals(errorOutputs.length >= 1, true);
});
await t.step("should handle chat API error", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
shouldFailChat: true,
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Hello!" },
];
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
});
// Should display error output
const _displayOutputs = outputs.filter((o) => o.type === "display");
const errorOutputs = outputs.filter((o) => o.type === "error");
// The error should be displayed as error type
assertEquals(errorOutputs.length >= 1, true);
});
await t.step("should respect max iterations", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
chatResponse: new MockOllamaStreamingResponse([
{
message: {
role: "assistant",
content: "I'll keep calling tools.",
tool_calls: [
{
function: {
name: "create_cell",
arguments: { cellType: "code", content: "print('hello')" },
},
},
],
},
done: true,
},
]),
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Create many cells" },
];
let toolCallCount = 0;
const mockToolCall = () => {
toolCallCount++;
return Promise.resolve("Cell created successfully");
};
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
enableTools: true,
onToolCall: mockToolCall,
maxIterations: 2,
});
// Should have stopped at max iterations
assertEquals(toolCallCount <= 2, true);
// Should display max iterations warning
const displayOutputs = outputs.filter((o) => o.type === "display");
const maxIterationsOutput = displayOutputs.find(
(o) =>
(o.data as { "text/markdown": string })["text/markdown"]?.includes(
"maximum iterations",
),
);
assertEquals(maxIterationsOutput !== undefined, true);
});
await t.step("should handle tool call errors", async () => {
const client = new RuntOllamaClient();
const { context, outputs } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
chatResponse: new MockOllamaStreamingResponse([
{
message: {
role: "assistant",
content: "I'll try to create a cell.",
tool_calls: [
{
function: {
name: "create_cell",
arguments: { cellType: "code", content: "print('hello')" },
},
},
],
},
done: true,
},
]),
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Create a cell" },
];
const mockToolCall = () => {
throw new Error("Tool execution failed");
};
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
enableTools: true,
onToolCall: mockToolCall,
maxIterations: 1,
});
// Should display error output for tool failure
const displayOutputs = outputs.filter((o) => o.type === "display");
const errorOutput = displayOutputs.find(
(o) =>
(o.data as { "text/markdown": string })["text/markdown"]?.includes(
"Tool failed",
),
);
assertEquals(errorOutput !== undefined, true);
});
});
Deno.test("Ollama Client - Interruption Support", async (t) => {
await t.step("should respect abort signal", async () => {
const client = new RuntOllamaClient();
const { context } = createMockExecutionContext();
const mockClient = createMockOllamaClient({
chatResponse: new MockOllamaStreamingResponse([
{
message: { role: "assistant", content: "This should be interrupted" },
done: true,
},
]),
});
client["client"] = mockClient as unknown as typeof client["client"];
client["isConfigured"] = true;
const messages = [
{ role: "user" as const, content: "Hello!" },
];
const abortController = new AbortController();
abortController.abort(); // Abort immediately
await client.generateAgenticResponse(messages, context, {
model: "llama3.1",
enableTools: false,
interruptSignal: abortController.signal,
});
// The conversation should be interrupted and not process any content
// This is a basic test - in practice, the interruption would happen during streaming
});
});