From 8902bef5e5114b4ed9b38d44276f6f3b62448b08 Mon Sep 17 00:00:00 2001 From: "Ankush Pala ankush@lastmileai.dev" <> Date: Mon, 11 Dec 2023 12:43:14 -0500 Subject: [PATCH] [ts] 6/n tests for PaLM Text Model Parser ## What tests for PaLM text model parser Something to note, not resolved, the palm api for node.js and python seem different. So what should happen in the config json? Best thing to do here is to just standardize it? pr #400 rfc --- package.json | 6 - .../parsers/palm-text/palm-text.aiconfig.json | 48 ++ .../__tests__/parsers/palm-text/palm.test.ts | 118 ++++ yarn.lock | 609 ------------------ 4 files changed, 166 insertions(+), 615 deletions(-) delete mode 100644 package.json create mode 100644 typescript/__tests__/parsers/palm-text/palm-text.aiconfig.json create mode 100644 typescript/__tests__/parsers/palm-text/palm.test.ts delete mode 100644 yarn.lock diff --git a/package.json b/package.json deleted file mode 100644 index 930944e63..000000000 --- a/package.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "dependencies": { - "@google-ai/generativelanguage": "^1.1.0", - "google-auth-library": "^9.3.0" - } -} diff --git a/typescript/__tests__/parsers/palm-text/palm-text.aiconfig.json b/typescript/__tests__/parsers/palm-text/palm-text.aiconfig.json new file mode 100644 index 000000000..a0ab8e947 --- /dev/null +++ b/typescript/__tests__/parsers/palm-text/palm-text.aiconfig.json @@ -0,0 +1,48 @@ +{ + "name": "Exploring NYC through PaLM Config", + "description": "", + "schema_version": "latest", + "metadata": { + "models": { + "models/text-bison-001": { + "model": "models/text-bison-001", + "topP": 0.9, + "temperature": 0.9 + } + }, + "default_model": "models/text-bison-001", + "model_parsers": { + "models/text-bison-001": "models/text-bison-001" + } + }, + "prompts": [ + { + "name": "prompt1", + "input": "What is your favorite condiment?" + }, + { + "name": "prompt2", + "input": "What are 5 interesting things to do in Rome?", + "metadata": { + "model": { + "name": "models/text-bison-001", + "settings": { + "top_p": 0.7 + } + } + } + }, + { + "name": "promptWithParams", + "input": "What's your favorite building in {{city}}?", + "metadata": { + "model": { + "name": "models/text-bison-001" + }, + "parameters": { + "city": "London" + } + } + } + ] +} \ No newline at end of file diff --git a/typescript/__tests__/parsers/palm-text/palm.test.ts b/typescript/__tests__/parsers/palm-text/palm.test.ts new file mode 100644 index 000000000..7e9574033 --- /dev/null +++ b/typescript/__tests__/parsers/palm-text/palm.test.ts @@ -0,0 +1,118 @@ +import { AIConfigRuntime } from "../../../lib/config"; +import path from "path"; +import { ExecuteResult, Output, Prompt } from "../../../types"; +import { TextServiceClient, protos } from "@google-ai/generativelanguage"; +import { PaLMTextParser } from "../../../lib/parsers/palm"; +import { JSONObject } from "../../../common"; +import { getAPIKeyFromEnv } from "../../../lib/utils"; + +const PALM_CONFIG_PATH = path.join(__dirname, "palm-text.aiconfig.json"); + +const mockGetApiKeyFromEnv = getAPIKeyFromEnv as jest.MockedFunction; + +// This could probably be abstracted out into a test util +jest.mock("../../../lib/utils", () => { + const originalModule = jest.requireActual("../../../lib/utils"); + return { + ...originalModule, + getAPIKeyFromEnv: jest.fn(), + }; +}); + +mockGetApiKeyFromEnv.mockReturnValue("test-api-key"); + +describe("PaLM Text ModelParser", () => { + test("serializing params to config prompt", async () => { + // no need to instantiate model parser. Load will instantiate it for us since its a default parser + const aiConfig = AIConfigRuntime.load(PALM_CONFIG_PATH); + + const completionParams: protos.google.ai.generativelanguage.v1beta2.IGenerateTextRequest = { + model: "models/text-bison-001", + // Note: top_p matches global config settings for the model and temperature is different + topP: 0.9, + temperature: 0.8, + prompt: { text: "What are 5 interesting things to do in Toronto?" }, + }; + + // Casting as JSONObject since the type of completionParams is protos.google.ai.generativelanguage.v1beta2.IGenerateTextRequest doesn't confrom to shape even though it looks like it does + const prompts = (await aiConfig.serialize("models/text-bison-001", completionParams as JSONObject, "interestingThingsToronto")) as Prompt[]; + + expect(prompts).toHaveLength(1); + const prompt = prompts[0]; + + expect(prompt.name).toEqual("interestingThingsToronto"); + expect(prompt.input).toEqual("What are 5 interesting things to do in Toronto?"); + expect(prompt.metadata?.model).toEqual({ + name: "models/text-bison-001", + settings: { + temperature: 0.8, + }, + }); + }); + + test("deserializing params to config", async () => { + const aiconfig = AIConfigRuntime.load(PALM_CONFIG_PATH); + + const deserialized = await aiconfig.resolve("prompt1"); + expect(deserialized).toEqual({ + model: "models/text-bison-001", + temperature: 0.9, + topP: 0.9, + prompt: { text: "What is your favorite condiment?" }, + topK: null, + candidateCount: null, + maxOutputTokens: null, + safetySettings: null, + stopSequences: null, + }); + }); + + test("run prompt, non-streaming", async () => { + // When Jest Mocking Palm Text Generation, Typing requires a never type for the return value of generateText. Not sure why this is happening + // TODO: @ankush-lastmile Figure out why this is happening + jest.spyOn(TextServiceClient.prototype, "generateText").mockResolvedValue([ + { + candidates: [ + { + safetyRatings: [ + { + category: "HARM_CATEGORY_DEROGATORY", + probability: "NEGLIGIBLE", + }, + { + category: "HARM_CATEGORY_TOXICITY", + probability: "NEGLIGIBLE", + }, + { + category: "HARM_CATEGORY_VIOLENCE", + probability: "NEGLIGIBLE", + }, + { + category: "HARM_CATEGORY_SEXUAL", + probability: "NEGLIGIBLE", + }, + { + category: "HARM_CATEGORY_MEDICAL", + probability: "NEGLIGIBLE", + }, + { + category: "HARM_CATEGORY_DANGEROUS", + probability: "NEGLIGIBLE", + }, + ], + output: "Ranch", + }, + ], + filters: [], + safetyFeedback: [], + }, + null, + null, + ] as never); + + const aiconfig = AIConfigRuntime.load(PALM_CONFIG_PATH); + + const [result] = (await aiconfig.run("prompt1")) as Output[]; + expect((result as ExecuteResult).data).toEqual("Ranch"); + }); +}); diff --git a/yarn.lock b/yarn.lock deleted file mode 100644 index af3d9bf93..000000000 --- a/yarn.lock +++ /dev/null @@ -1,609 +0,0 @@ -# THIS IS AN AUTOGENERATED FILE. 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