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/* eslint-env jest */
const { prepareChatsForExport } = require("../../../utils/helpers/chat/convertTo");
// Mock the database models
jest.mock("../../../models/workspaceChats");
jest.mock("../../../models/embedChats");
const { WorkspaceChats } = require("../../../models/workspaceChats");
const { EmbedChats } = require("../../../models/embedChats");
const mockChat = (withImages = false) => {
return {
id: 1,
prompt: "Test prompt",
response: JSON.stringify({
text: "Test response",
attachments: withImages ? [
{ mime: "image/png", name: "image.png", contentString: "data:image/png;base64,iVBORw0KGg....=" },
{ mime: "image/jpeg", name: "image2.jpeg", contentString: "data:image/jpeg;base64,iVBORw0KGg....=" }
] : [],
sources: [],
metrics: {},
}),
createdAt: new Date(),
workspace: { name: "Test Workspace", openAiPrompt: "Test OpenAI Prompt" },
user: { username: "testuser" },
feedbackScore: 1,
}
};
describe("prepareChatsForExport", () => {
beforeEach(() => {
jest.clearAllMocks();
WorkspaceChats.whereWithData = jest.fn().mockResolvedValue([]);
EmbedChats.whereWithEmbedAndWorkspace = jest.fn().mockResolvedValue([]);
});
test("should throw error for invalid chat type", async () => {
await expect(prepareChatsForExport("json", "invalid"))
.rejects
.toThrow("Invalid chat type: invalid");
});
test("should throw error for invalid export type", async () => {
await expect(prepareChatsForExport("invalid", "workspace"))
.rejects
.toThrow("Invalid export type: invalid");
});
// CSV and JSON are the same format, so we can test them together
test("should return prepared data in csv and json format for workspace chat type", async () => {
const chatExample = mockChat();
WorkspaceChats.whereWithData.mockResolvedValue([chatExample]);
const result = await prepareChatsForExport("json", "workspace");
const responseJson = JSON.parse(chatExample.response);
expect(result).toBeDefined();
expect(result).toEqual([{
id: chatExample.id,
prompt: chatExample.prompt,
response: responseJson.text,
sent_at: chatExample.createdAt,
rating: chatExample.feedbackScore ? "GOOD" : "BAD",
username: chatExample.user.username,
workspace: chatExample.workspace.name,
attachments: [],
}]);
});
test("Should handle attachments for workspace chat type when json format is selected", async () => {
const chatExample = mockChat(true);
WorkspaceChats.whereWithData.mockResolvedValue([chatExample]);
const result = await prepareChatsForExport("json", "workspace");
const responseJson = JSON.parse(chatExample.response);
expect(result).toBeDefined();
expect(result).toEqual([{
id: chatExample.id,
prompt: chatExample.prompt,
response: responseJson.text,
sent_at: chatExample.createdAt,
rating: chatExample.feedbackScore ? "GOOD" : "BAD",
username: chatExample.user.username,
workspace: chatExample.workspace.name,
attachments: [
{
type: "image",
image: responseJson.attachments[0].contentString,
},
{
type: "image",
image: responseJson.attachments[1].contentString,
},
]
}]);
});
test("Should ignore attachments for workspace chat type when csv format is selected", async () => {
const chatExample = mockChat(true);
WorkspaceChats.whereWithData.mockResolvedValue([chatExample]);
const result = await prepareChatsForExport("csv", "workspace");
const responseJson = JSON.parse(chatExample.response);
expect(result).toBeDefined();
expect(result.attachments).not.toBeDefined();
expect(result).toEqual([{
id: chatExample.id,
prompt: chatExample.prompt,
response: responseJson.text,
sent_at: chatExample.createdAt,
rating: chatExample.feedbackScore ? "GOOD" : "BAD",
username: chatExample.user.username,
workspace: chatExample.workspace.name,
}]);
});
test("should return prepared data in jsonAlpaca format for workspace chat type", async () => {
const chatExample = mockChat();
const imageChatExample = mockChat(true);
WorkspaceChats.whereWithData.mockResolvedValue([chatExample, imageChatExample]);
const result = await prepareChatsForExport("jsonAlpaca", "workspace");
const responseJson1 = JSON.parse(chatExample.response);
const responseJson2 = JSON.parse(imageChatExample.response);
expect(result).toBeDefined();
// Alpaca format does not support attachments - so they are not included
expect(result[0].attachments).not.toBeDefined();
expect(result[1].attachments).not.toBeDefined();
expect(result).toEqual([{
instruction: chatExample.workspace.openAiPrompt,
input: chatExample.prompt,
output: responseJson1.text,
},
{
instruction: chatExample.workspace.openAiPrompt,
input: imageChatExample.prompt,
output: responseJson2.text,
}]);
});
test("should return prepared data in jsonl format for workspace chat type", async () => {
const chatExample = mockChat();
const responseJson = JSON.parse(chatExample.response);
WorkspaceChats.whereWithData.mockResolvedValue([chatExample]);
const result = await prepareChatsForExport("jsonl", "workspace");
expect(result).toBeDefined();
expect(result).toEqual(
{
[chatExample.workspace.id]: {
messages: [
{
role: "system",
content: [{
type: "text",
text: chatExample.workspace.openAiPrompt,
}],
},
{
role: "user",
content: [{
type: "text",
text: chatExample.prompt,
}],
},
{
role: "assistant",
content: [{
type: "text",
text: responseJson.text,
}],
},
],
},
},
);
});
test("should return prepared data in jsonl format for workspace chat type with attachments", async () => {
const chatExample = mockChat();
const imageChatExample = mockChat(true);
const responseJson = JSON.parse(chatExample.response);
const imageResponseJson = JSON.parse(imageChatExample.response);
WorkspaceChats.whereWithData.mockResolvedValue([chatExample, imageChatExample]);
const result = await prepareChatsForExport("jsonl", "workspace");
expect(result).toBeDefined();
expect(result).toEqual(
{
[chatExample.workspace.id]: {
messages: [
{
role: "system",
content: [{
type: "text",
text: chatExample.workspace.openAiPrompt,
}],
},
{
role: "user",
content: [{
type: "text",
text: chatExample.prompt,
}],
},
{
role: "assistant",
content: [{
type: "text",
text: responseJson.text,
}],
},
{
role: "user",
content: [{
type: "text",
text: imageChatExample.prompt,
}, {
type: "image",
image: imageResponseJson.attachments[0].contentString,
}, {
type: "image",
image: imageResponseJson.attachments[1].contentString,
}],
},
{
role: "assistant",
content: [{
type: "text",
text: imageResponseJson.text,
}],
},
],
},
},
);
});
}); |