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58 changes: 42 additions & 16 deletions e2e/helpers/anthropic-scenario.mjs
Original file line number Diff line number Diff line change
Expand Up @@ -6,6 +6,20 @@ import {
} from "./provider-runtime.mjs";

const ANTHROPIC_MODEL = "claude-3-haiku-20240307";
const WEATHER_TOOL = {
name: "get_weather",
description: "Get the current weather in a given location",
input_schema: {
type: "object",
properties: {
location: {
type: "string",
description: "The city and state or city and country",
},
},
required: ["location"],
},
};

export async function runAnthropicScenario(options) {
const imageBase64 = (await readFile(options.testImageUrl)).toString("base64");
Expand Down Expand Up @@ -109,27 +123,39 @@ export async function runAnthropicScenario(options) {
},
);

await runOperation(
"anthropic-stream-tool-operation",
"stream-tool",
async () => {
const stream = await client.messages.create({
model: ANTHROPIC_MODEL,
max_tokens: 128,
temperature: 0,
stream: true,
tool_choice: {
type: "tool",
name: WEATHER_TOOL.name,
disable_parallel_tool_use: true,
},
tools: [WEATHER_TOOL],
messages: [
{
role: "user",
content:
"Use the get_weather tool for Paris, France. Do not answer from memory.",
},
],
});
await collectAsync(stream);
},
);

await runOperation("anthropic-tool-operation", "tool", async () => {
await client.messages.create({
model: ANTHROPIC_MODEL,
max_tokens: 128,
temperature: 0,
tools: [
{
name: "get_weather",
description: "Get the current weather in a given location",
input_schema: {
type: "object",
properties: {
location: {
type: "string",
description: "The city and state or city and country",
},
},
required: ["location"],
},
},
],
tools: [WEATHER_TOOL],
messages: [
{
role: "user",
Expand Down
191 changes: 119 additions & 72 deletions e2e/helpers/anthropic-trace-contract.ts
Original file line number Diff line number Diff line change
@@ -1,14 +1,8 @@
import { expect } from "vitest";
import { normalizeForSnapshot, type Json } from "./normalize";
import type {
CapturedLogEvent,
CapturedLogPayload,
} from "./mock-braintrust-server";
import type { CapturedLogEvent } from "./mock-braintrust-server";
import { findChildSpans, findLatestSpan } from "./trace-selectors";
import {
payloadRowsForRootSpan,
summarizeWrapperContract,
} from "./wrapper-contract";
import { summarizeWrapperContract } from "./wrapper-contract";

function findNamedChildSpan(
capturedEvents: CapturedLogEvent[],
Expand All @@ -25,84 +19,83 @@ function findNamedChildSpan(
return undefined;
}

function normalizeAnthropicPayloads(payloadRows: unknown[]): unknown[] {
const attachmentRowKeys = new Set<string>();
function pickMetadata(
metadata: Record<string, unknown> | undefined,
keys: string[],
): Json {
if (!metadata) {
return null;
}

for (const payload of payloadRows) {
if (!payload || typeof payload !== "object") {
continue;
}
const picked = Object.fromEntries(
keys.flatMap((key) =>
key in metadata ? [[key, metadata[key] as Json]] : [],
),
);

const row = payload as {
id?: string;
input?: Array<{
content?:
| string
| Array<{
source?: {
data?: {
type?: string;
};
};
}>;
}>;
span_id?: string;
};
return Object.keys(picked).length > 0 ? (picked as Json) : null;
}

function summarizeAnthropicPayloadEvent(
event: CapturedLogEvent,
metadataKeys: string[],
): Json {
const summary = {
input: event.input as Json,
metadata: pickMetadata(
event.row.metadata as Record<string, unknown> | undefined,
metadataKeys,
),
metrics: event.metrics as Json,
name: event.span.name ?? null,
output: event.output as Json,
type: event.span.type ?? null,
} satisfies Json;

const hasAttachmentInput = row.input?.some(
if (
event.span.name === "anthropic.messages.create" &&
Array.isArray((summary.output as { content?: unknown[] } | null)?.content)
) {
const output = structuredClone(
summary.output as {
content: Array<{ text?: string; type?: string }>;
},
);
const textBlock = output.content.find(
(block) => block.type === "text" && typeof block.text === "string",
);
const input = event.input as
| Array<{
content?:
| string
| Array<{
source?: {
data?: {
type?: string;
};
};
}>;
}>
| undefined;
const hasAttachmentInput = input?.some(
(message) =>
Array.isArray(message.content) &&
message.content.some(
(block) => block.source?.data?.type === "braintrust_attachment",
),
);

if (!hasAttachmentInput) {
continue;
}

if (typeof row.id === "string") {
attachmentRowKeys.add(row.id);
}
if (typeof row.span_id === "string") {
attachmentRowKeys.add(row.span_id);
if (hasAttachmentInput && textBlock) {
textBlock.text = "<anthropic-attachment-description>";
summary.output = output as Json;
}
}

return payloadRows.map((payload) => {
if (!payload || typeof payload !== "object") {
return payload;
}

const row = structuredClone(payload) as {
id?: string;
metadata?: { operation?: string };
output?: {
content?: Array<{ text?: string; type?: string }>;
};
span_id?: string;
};
const isAttachmentRow =
row.metadata?.operation === "attachment" ||
(typeof row.id === "string" && attachmentRowKeys.has(row.id)) ||
(typeof row.span_id === "string" && attachmentRowKeys.has(row.span_id));

if (isAttachmentRow) {
const textBlock = row.output?.content?.find(
(block) => block.type === "text" && typeof block.text === "string",
);
if (textBlock) {
textBlock.text = "<anthropic-attachment-description>";
}
}

return row;
});
return summary;
}

export function assertAnthropicTraceContract(options: {
capturedEvents: CapturedLogEvent[];
payloads: CapturedLogPayload[];
rootName: string;
scenarioName: string;
}): { payloadSummary: Json; spanSummary: Json } {
Expand All @@ -119,6 +112,10 @@ export function assertAnthropicTraceContract(options: {
options.capturedEvents,
"anthropic-stream-with-response-operation",
);
const toolStreamOperation = findLatestSpan(
options.capturedEvents,
"anthropic-stream-tool-operation",
);
const toolOperation = findLatestSpan(
options.capturedEvents,
"anthropic-tool-operation",
Expand All @@ -140,6 +137,7 @@ export function assertAnthropicTraceContract(options: {
expect(createOperation).toBeDefined();
expect(streamOperation).toBeDefined();
expect(withResponseOperation).toBeDefined();
expect(toolStreamOperation).toBeDefined();
expect(toolOperation).toBeDefined();
expect(attachmentOperation).toBeDefined();
expect(betaCreateOperation).toBeDefined();
Expand All @@ -151,6 +149,7 @@ export function assertAnthropicTraceContract(options: {
expect(createOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(streamOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(withResponseOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(toolStreamOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(toolOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(attachmentOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
expect(betaCreateOperation?.span.parentIds).toEqual([root?.span.id ?? ""]);
Expand All @@ -176,6 +175,11 @@ export function assertAnthropicTraceContract(options: {
["anthropic.messages.create"],
toolOperation?.span.id,
);
const toolStreamSpan = findNamedChildSpan(
options.capturedEvents,
["anthropic.messages.create"],
toolStreamOperation?.span.id,
);
const attachmentSpan = findNamedChildSpan(
options.capturedEvents,
["anthropic.messages.create"],
Expand All @@ -196,6 +200,7 @@ export function assertAnthropicTraceContract(options: {
createSpan,
streamSpan,
withResponseSpan,
toolStreamSpan,
toolSpan,
attachmentSpan,
betaCreateSpan,
Expand All @@ -211,7 +216,12 @@ export function assertAnthropicTraceContract(options: {
).toBe("string");
}

for (const streamingSpan of [streamSpan, withResponseSpan, betaStreamSpan]) {
for (const streamingSpan of [
streamSpan,
withResponseSpan,
toolStreamSpan,
betaStreamSpan,
]) {
expect(streamingSpan?.metrics).toMatchObject({
time_to_first_token: expect.any(Number),
prompt_tokens: expect.any(Number),
Expand All @@ -229,6 +239,16 @@ export function assertAnthropicTraceContract(options: {
(block) => block.type === "tool_use" && block.name === "get_weather",
),
).toBe(true);
const toolStreamOutput = toolStreamSpan?.output as
| {
content?: Array<{ name?: string; type?: string }>;
}
| undefined;
expect(
toolStreamOutput?.content?.some(
(block) => block.type === "tool_use" && block.name === "get_weather",
),
).toBe(true);

const attachmentInput = JSON.stringify(attachmentSpan?.input);
expect(attachmentInput).toContain("image.png");
Expand All @@ -245,6 +265,8 @@ export function assertAnthropicTraceContract(options: {
streamSpan,
withResponseOperation,
withResponseSpan,
toolStreamOperation,
toolStreamSpan,
toolOperation,
toolSpan,
betaCreateOperation,
Expand All @@ -261,8 +283,33 @@ export function assertAnthropicTraceContract(options: {
) as Json,
),
payloadSummary: normalizeForSnapshot(
normalizeAnthropicPayloads(
payloadRowsForRootSpan(options.payloads, root?.span.id),
[
root,
createOperation,
createSpan,
attachmentOperation,
attachmentSpan,
streamOperation,
streamSpan,
withResponseOperation,
withResponseSpan,
toolStreamOperation,
toolStreamSpan,
toolOperation,
toolSpan,
betaCreateOperation,
betaCreateSpan,
betaStreamOperation,
betaStreamSpan,
].map((event) =>
summarizeAnthropicPayloadEvent(event!, [
"provider",
"model",
"operation",
"scenario",
"stop_reason",
"stop_sequence",
]),
) as Json,
),
};
Expand Down
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