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langsmith - npm Package Compare versions

Comparing version 0.1.21 to 0.1.22

dist/evaluation/_random_name.cjs

10

dist/client.d.ts
import { AsyncCallerParams } from "./utils/async_caller.js";
import { DataType, Dataset, DatasetDiffInfo, DatasetShareSchema, Example, ExampleUpdate, Feedback, FeedbackConfig, FeedbackIngestToken, KVMap, LangChainBaseMessage, Run, RunCreate, RunUpdate, ScoreType, TimeDelta, TracerSession, TracerSessionResult, ValueType } from "./schemas.js";
import { RunEvaluator } from "./evaluation/evaluator.js";
import { EvaluationResult, EvaluationResults, RunEvaluator } from "./evaluation/evaluator.js";
interface ClientConfig {

@@ -105,3 +105,2 @@ apiUrl?: string;

* The values to include in the response.
*
*/

@@ -409,3 +408,3 @@ select?: string[];

}): Promise<Feedback>;
createFeedback(runId: string, key: string, { score, value, correction, comment, sourceInfo, feedbackSourceType, sourceRunId, feedbackId, feedbackConfig, }: {
createFeedback(runId: string | null, key: string, { score, value, correction, comment, sourceInfo, feedbackSourceType, sourceRunId, feedbackId, feedbackConfig, projectId, }: {
score?: ScoreType;

@@ -421,2 +420,3 @@ value?: ValueType;

eager?: boolean;
projectId?: string;
}): Promise<Feedback>;

@@ -461,3 +461,7 @@ updateFeedback(feedbackId: string, { score, value, correction, comment, }: {

listPresignedFeedbackTokens(runId: string): AsyncIterable<FeedbackIngestToken>;
_selectEvalResults(results: EvaluationResult | EvaluationResults): Array<EvaluationResult>;
logEvaluationFeedback(evaluatorResponse: EvaluationResult | EvaluationResults, run?: Run, sourceInfo?: {
[key: string]: any;
}): Promise<EvaluationResult[]>;
}
export {};

@@ -1,2 +0,3 @@

import { Example, Run, ScoreType, ValueType } from "../schemas.js";
import { Example, FeedbackConfig, Run, ScoreType, ValueType } from "../schemas.js";
import { RunTreeConfig } from "../run_trees.js";
/**

@@ -16,27 +17,2 @@ * Represents a categorical class.

/**
* Configuration for feedback.
*/
export type FeedbackConfig = {
/**
* The type of feedback.
* - "continuous": Feedback with a continuous numeric.
* - "categorical": Feedback with a categorical value (classes)
* - "freeform": Feedback with a freeform text value (notes).
*/
type: "continuous" | "categorical" | "freeform";
/**
* The minimum value for continuous feedback.
*/
min?: number;
/**
* The maximum value for continuous feedback.
*/
max?: number;
/**
* The categories for categorical feedback.
* Each category can be a string or an object with additional properties.
*/
categories?: (Category | Record<string, unknown>)[];
};
/**
* Represents the result of an evaluation.

@@ -87,4 +63,32 @@ */

};
/**
* Batch evaluation results, if your evaluator wishes
* to return multiple scores.
*/
export type EvaluationResults = {
/**
* The evaluation results.
*/
results: Array<EvaluationResult>;
};
export interface RunEvaluator {
evaluateRun(run: Run, example?: Example): Promise<EvaluationResult>;
evaluateRun(run: Run, example?: Example, options?: Partial<RunTreeConfig>): Promise<EvaluationResult>;
}
export type RunEvaluatorLike = ((run: Run, example?: Example) => Promise<EvaluationResult | EvaluationResults>) | ((run: Run, example?: Example) => EvaluationResult | EvaluationResults);
/**
* Wraps an evaluator function + implements the RunEvaluator interface.
*/
export declare class DynamicRunEvaluator<Func extends (...args: any[]) => any> implements RunEvaluator {
func: Func;
constructor(evaluator: Func);
private coerceEvaluationResults;
private coerceEvaluationResult;
/**
* Evaluates a run with an optional example and returns the evaluation result.
* @param run The run to evaluate.
* @param example The optional example to use for evaluation.
* @returns A promise that extracts to the evaluation result.
*/
evaluateRun(run: Run, example?: Example, options?: Partial<RunTreeConfig>): Promise<EvaluationResult>;
}
export declare function runEvaluator(func: RunEvaluatorLike): RunEvaluator;

@@ -1,1 +0,83 @@

export {};
import { v4 as uuidv4 } from "uuid";
import { wrapFunctionAndEnsureTraceable } from "../traceable.js";
/**
* Wraps an evaluator function + implements the RunEvaluator interface.
*/
export class DynamicRunEvaluator {
constructor(evaluator) {
Object.defineProperty(this, "func", {
enumerable: true,
configurable: true,
writable: true,
value: void 0
});
const wrappedFunc = (input) => {
const runAndExample = input.langSmithRunAndExample;
return evaluator(...Object.values(runAndExample));
};
this.func = wrappedFunc;
}
coerceEvaluationResults(results, sourceRunId) {
if ("results" in results) {
throw new Error("EvaluationResults not supported yet.");
}
return this.coerceEvaluationResult(results, sourceRunId, true);
}
coerceEvaluationResult(result, sourceRunId, allowNoKey = false) {
if ("key" in result) {
if (!result.sourceRunId) {
result.sourceRunId = sourceRunId;
}
return result;
}
if (!("key" in result)) {
if (allowNoKey) {
result["key"] = this.func.name;
}
}
return {
sourceRunId,
...result,
};
}
/**
* Evaluates a run with an optional example and returns the evaluation result.
* @param run The run to evaluate.
* @param example The optional example to use for evaluation.
* @returns A promise that extracts to the evaluation result.
*/
async evaluateRun(run, example, options) {
const sourceRunId = uuidv4();
const metadata = {
targetRunId: run.id,
};
if ("session_id" in run) {
metadata["experiment"] = run.session_id;
}
const wrappedTraceableFunc = wrapFunctionAndEnsureTraceable(this.func, options || {}, "evaluator");
// Pass data via `langSmithRunAndExample` key to avoid conflicts with other
// inputs. This key is extracted in the wrapped function, with `run` and
// `example` passed to evaluator function as arguments.
const langSmithRunAndExample = {
run,
example,
};
const result = (await wrappedTraceableFunc({ langSmithRunAndExample }, {
metadata,
}));
// Check the one required property of EvaluationResult since 'instanceof' is not possible
if ("key" in result) {
if (!result.sourceRunId) {
result.sourceRunId = sourceRunId;
}
return result;
}
if (typeof result !== "object") {
throw new Error("Evaluator function must return an object.");
}
return this.coerceEvaluationResults(result, sourceRunId);
}
}
export function runEvaluator(func) {
return new DynamicRunEvaluator(func);
}
export { RunEvaluator, EvaluationResult } from "./evaluator.js";
export { StringEvaluator, GradingFunctionParams, GradingFunctionResult, } from "./string_evaluator.js";
export { evaluate, type EvaluateOptions } from "./_runner.js";
export { StringEvaluator, } from "./string_evaluator.js";
export { evaluate } from "./_runner.js";
export { Client } from "./client.js";
export type { Dataset, Example, TracerSession, Run, Feedback, } from "./schemas.js";
export { RunTree, type RunTreeConfig } from "./run_trees.js";
export declare const __version__ = "0.1.21";
export declare const __version__ = "0.1.22";
export { Client } from "./client.js";
export { RunTree } from "./run_trees.js";
// Update using yarn bump-version
export const __version__ = "0.1.21";
export const __version__ = "0.1.22";

@@ -23,2 +23,3 @@ import { BaseRun, KVMap } from "./schemas.js";

client?: Client;
on_end?: (runTree: RunTree) => void;
}

@@ -25,0 +26,0 @@ export interface RunnableConfigLike {

@@ -8,2 +8,5 @@ export interface TracerSession {

name?: string;
/** Extra metadata for the project. */
extra?: KVMap;
reference_dataset_id?: string;
}

@@ -19,3 +22,2 @@ export interface TracerSessionResult extends TracerSession {

feedback_stats?: Record<string, unknown>;
reference_dataset_id?: string;
run_facets?: KVMap[];

@@ -83,2 +85,10 @@ }

}
type S3URL = {
ROOT: {
/** A pre-signed URL */
presigned_url: string;
/** The S3 path to the object in storage */
s3_url: string;
};
};
/**

@@ -117,2 +127,6 @@ * Describes properties of a run when loaded from the database.

in_dataset?: boolean;
/** The output S3 URLs */
outputs_s3_urls?: S3URL;
/** The input S3 URLs */
inputs_s3_urls?: S3URL;
}

@@ -242,2 +256,5 @@ export interface RunCreate extends BaseRun {

* The type of feedback.
* - "continuous": Feedback with a continuous numeric.
* - "categorical": Feedback with a categorical value (classes)
* - "freeform": Feedback with a freeform text value (notes).
*/

@@ -254,2 +271,5 @@ type: "continuous" | "categorical" | "freeform";

/**
* The categories for categorical feedback.
* Each category can be a string or an object with additional properties.
*
* If feedback is categorical, this defines the valid categories the server will accept.

@@ -265,1 +285,2 @@ * Not applicable to continuous or freeform feedback types.

}
export {};

@@ -51,2 +51,3 @@ import { RunTree, RunTreeConfig, RunnableConfigLike } from "./run_trees.js";

argsConfigPath?: [number] | [number, string];
tracingEnabled?: boolean;
}): TraceableFunction<Func>;

@@ -61,2 +62,3 @@ /**

export declare function isTraceableFunction(x: unknown): x is TraceableFunction<any>;
export declare function wrapFunctionAndEnsureTraceable<Func extends (...args: any[]) => any>(target: Func, options: Partial<RunTreeConfig>, name?: string): TraceableFunction<Func>;
export {};

@@ -15,6 +15,17 @@ import { AsyncLocalStorage } from "async_hooks";

typeof x[Symbol.asyncIterator] === "function";
const getTracingRunTree = (runTree) => {
const tracingEnabled = getEnvironmentVariable("LANGSMITH_TRACING_V2") === "true" ||
getEnvironmentVariable("LANGCHAIN_TRACING_V2") === "true";
if (!tracingEnabled) {
const tracingIsEnabled = (tracingEnabled) => {
if (tracingEnabled !== undefined) {
return tracingEnabled;
}
const envVars = [
"LANGSMITH_TRACING_V2",
"LANGCHAIN_TRACING_V2",
"LANGSMITH_TRACING",
"LANGCHAIN_TRACING",
];
return Boolean(envVars.find((envVar) => getEnvironmentVariable(envVar) === "true"));
};
const getTracingRunTree = (runTree, tracingEnabled) => {
const tracingEnabled_ = tracingIsEnabled(tracingEnabled);
if (!tracingEnabled_) {
return undefined;

@@ -40,3 +51,3 @@ }

export function traceable(wrappedFunc, config) {
const { aggregator, argsConfigPath, ...runTreeConfig } = config ?? {};
const { aggregator, argsConfigPath, tracingEnabled, ...runTreeConfig } = config ?? {};
const traceableFunc = (...args) => {

@@ -107,3 +118,3 @@ let currentRunTree;

}
currentRunTree = getTracingRunTree(currentRunTree);
currentRunTree = getTracingRunTree(currentRunTree, tracingEnabled);
let inputs;

@@ -176,2 +187,11 @@ const firstInput = rawInputs[0];

}
const onEnd = config?.on_end;
if (onEnd) {
if (!currentRunTree) {
console.warn("Can not call 'on_end' if currentRunTree is undefined");
}
else {
onEnd(currentRunTree);
}
}
await postRunPromise;

@@ -229,2 +249,11 @@ await currentRunTree?.patchRun();

}
const onEnd = config?.on_end;
if (onEnd) {
if (!currentRunTree) {
console.warn("Can not call 'on_end' if currentRunTree is undefined");
}
else {
onEnd(currentRunTree);
}
}
await postRunPromise;

@@ -239,2 +268,11 @@ await currentRunTree?.patchRun();

await currentRunTree?.end(isKVMap(rawOutput) ? rawOutput : { outputs: rawOutput });
const onEnd = config?.on_end;
if (onEnd) {
if (!currentRunTree) {
console.warn("Can not call 'on_end' if currentRunTree is undefined");
}
else {
onEnd(currentRunTree);
}
}
await postRunPromise;

@@ -252,2 +290,11 @@ await currentRunTree?.patchRun();

await currentRunTree?.end(undefined, String(error));
const onEnd = config?.on_end;
if (onEnd) {
if (!currentRunTree) {
console.warn("Can not call 'on_end' if currentRunTree is undefined");
}
else {
onEnd(currentRunTree);
}
}
await postRunPromise;

@@ -306,1 +353,10 @@ await currentRunTree?.patchRun();

}
export function wrapFunctionAndEnsureTraceable(target, options, name = "target") {
if (typeof target === "function") {
return traceable(target, {
...options,
name,
});
}
throw new Error("Target must be runnable function");
}
{
"name": "langsmith",
"version": "0.1.21",
"version": "0.1.22",
"description": "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform.",

@@ -5,0 +5,0 @@ "packageManager": "yarn@1.22.19",

@@ -54,3 +54,3 @@ # LangSmith Client SDK

```typescript
process.env["LANGCHAIN_TRACING_V2"] = "true";
process.env["LANGSMITH_TRACING"] = "true";
process.env["LANGCHAIN_ENDPOINT"] = "https://api.smith.langchain.com";

@@ -57,0 +57,0 @@ process.env["LANGCHAIN_API_KEY"] = "<YOUR-LANGSMITH-API-KEY>";

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