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Original file line number | Diff line number | Diff line change |
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@@ -1,22 +1,24 @@ | ||
export function joinStringsUntilMaxLength( | ||
parsedFiles: string[], | ||
maxLength: number | ||
): string { | ||
let combinedString = "" | ||
) { | ||
let codeDiff = "" | ||
let currentLength = 0 | ||
let maxLengthExceeded = false | ||
|
||
for (const file of parsedFiles) { | ||
const fileLength = file.length | ||
|
||
if (currentLength + fileLength <= maxLength) { | ||
combinedString += file | ||
codeDiff += file | ||
currentLength += fileLength | ||
} else { | ||
maxLengthExceeded = true | ||
const remainingLength = maxLength - currentLength | ||
combinedString += file.slice(0, remainingLength) | ||
codeDiff += file.slice(0, remainingLength) | ||
break | ||
} | ||
} | ||
|
||
return combinedString | ||
return { codeDiff, maxLengthExceeded } | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,55 @@ | ||
import { Octokit } from "@octokit/rest" | ||
import { ChatCompletionRequestMessage } from "openai-streams" | ||
import { generateChatGpt } from "../utils/generateChatGpt" | ||
import { getCodeDiff } from "../utils/getCodeDiff" | ||
|
||
export const startDescription = "\n\n<!-- start pr-codex -->" | ||
export const endDescription = "<!-- end pr-codex -->" | ||
const systemPrompt = | ||
"You are a Git diff assistant. Given a code diff, you answer any question related to it. Be concise. Always wrap file names, functions, objects and similar in backticks (`)." | ||
|
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export async function replyIssueComment(payload: any, octokit: Octokit) { | ||
// Get relevant PR information | ||
const { repository, issue, sender, comment } = payload | ||
|
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const question = comment.body.split("/ask-codex")[1].trim() | ||
|
||
if (question) { | ||
const { owner, repo, issue_number } = { | ||
owner: repository.owner.login, | ||
repo: repository.name, | ||
issue_number: issue.number | ||
} | ||
|
||
// Get the diff content using Octokit and GitHub API | ||
const { codeDiff } = await getCodeDiff(owner, repo, issue_number, octokit) | ||
|
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// If there are changes, trigger workflow | ||
if (codeDiff?.length != 0) { | ||
const messages: ChatCompletionRequestMessage[] = [ | ||
{ | ||
role: "system", | ||
content: `${systemPrompt}\n\nHere is the code diff:\n\n${codeDiff}` | ||
}, | ||
{ | ||
role: "user", | ||
content: `${question}` | ||
} | ||
] | ||
|
||
const codexResponse = await generateChatGpt(messages) | ||
|
||
const description = `> ${question}\n\n@${sender.login} ${codexResponse}` | ||
|
||
await octokit.issues.createComment({ | ||
owner, | ||
repo, | ||
issue_number, | ||
body: description | ||
}) | ||
|
||
return codexResponse | ||
} | ||
throw new Error("No changes in PR") | ||
} | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -1,138 +1,81 @@ | ||
import { Octokit } from "@octokit/rest" | ||
import { ChatCompletionRequestMessage, OpenAI } from "openai-streams" | ||
import { yieldStream } from "yield-stream" | ||
import { parseDiff } from "../utils/parseDiff" | ||
import { joinStringsUntilMaxLength } from "./joinStringsUntilMaxLength" | ||
import { ChatCompletionRequestMessage } from "openai-streams" | ||
import { generateChatGpt } from "../utils/generateChatGpt" | ||
import { getCodeDiff } from "../utils/getCodeDiff" | ||
|
||
export const startDescription = "<!-- start pr-codex -->" | ||
export const startDescription = "\n\n<!-- start pr-codex -->" | ||
export const endDescription = "<!-- end pr-codex -->" | ||
const systemPrompt = | ||
"You are a Git diff assistant. Given a code diff, you provide a clear and concise description of its content. Always wrap file names, functions, objects and similar in backticks (`)." | ||
|
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export async function summarizePullRequest(payload: any, octokit: Octokit) { | ||
// Get relevant PR information | ||
const pr = payload.pull_request | ||
const { owner, repo, number } = { | ||
const { owner, repo, pull_number } = { | ||
owner: pr.base.repo.owner.login, | ||
repo: pr.base.repo.name, | ||
number: pr.number | ||
pull_number: pr.number | ||
} | ||
|
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// Get the diff content using Octokit and GitHub API | ||
const compareResponse = await octokit.rest.repos.compareCommits({ | ||
const { codeDiff, skippedFiles, maxLengthExceeded } = await getCodeDiff( | ||
owner, | ||
repo, | ||
base: pr.base.sha, | ||
head: pr.head.sha, | ||
mediaType: { | ||
format: "diff" | ||
} | ||
}) | ||
const diffContent = String(compareResponse.data) | ||
|
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// Parses the diff content and returns the parsed files. | ||
// If the number of changes in a file is greater than 1k changes, the file will be skipped. | ||
// The codeDiff is the joined string of parsed files, up to a max length of 10k. | ||
const maxChanges = 1000 | ||
const { parsedFiles, skippedFiles } = parseDiff(diffContent, maxChanges) | ||
const codeDiff = joinStringsUntilMaxLength(parsedFiles, 10000) | ||
pull_number, | ||
octokit | ||
) | ||
|
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// If there are changes, trigger workflow | ||
if (codeDiff.length != 0) { | ||
const systemPrompt = `You are a Git diff assistant. Always begin with "This PR". Given a code diff, you provide a simple description in prose, in less than 300 chars, which sums up the changes. Continue with "\n\n### Detailed summary\n" and make a comprehensive list of all changes, excluding any eventual skipped files. Be concise. Always wrap file names, functions, objects and similar in backticks (\`).${ | ||
skippedFiles.length != 0 | ||
? ` After the list, conclude with "\n\n> " and mention that the following files were skipped due to too many changes: ${skippedFiles.join( | ||
"," | ||
)}.` | ||
: "" | ||
}` | ||
|
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if (codeDiff?.length != 0) { | ||
const messages: ChatCompletionRequestMessage[] = [ | ||
{ | ||
role: "system", | ||
content: systemPrompt | ||
content: `${systemPrompt}\n\nHere is the code diff:\n\n${codeDiff}` | ||
}, | ||
{ | ||
role: "user", | ||
content: `Here is the code diff:\n\n${codeDiff}` | ||
content: | ||
'Starting with "This PR", clearly explain the focus of this PR in prose, in less than 300 characters. Then follow up with "\n\n### Detailed summary\n" and make a comprehensive list of all changes.' | ||
} | ||
] | ||
|
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const summary = await generateChatGpt(messages) | ||
const codexResponse = await generateChatGpt(messages) | ||
|
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// Check if the PR already has a comment from the bot | ||
const hasCodexCommented = | ||
payload.action == "synchronize" && | ||
pr.body?.split("\n\n" + startDescription).length > 1 | ||
|
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// if (firstComment) { | ||
// // Edit pinned bot comment to the PR | ||
// await octokit.issues.updateComment({ | ||
// owner, | ||
// repo, | ||
// comment_id: firstComment.id, | ||
// body: summary | ||
// }) | ||
// } else { | ||
// // Add a comment to the PR | ||
// await octokit.issues.createComment({ | ||
// owner, | ||
// repo, | ||
// issue_number: number, | ||
// body: summary | ||
// }) | ||
// } | ||
pr.body?.split(startDescription).length > 1 | ||
|
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const prCodexText = `\n\n${startDescription}\n\n---\n\n## PR-Codex overview\n${summary}\n\n${endDescription}` | ||
const prCodexText = `${startDescription}\n\n${ | ||
(hasCodexCommented ? pr.body.split(startDescription)[0].trim() : pr.body) | ||
? "---\n\n" | ||
: "" | ||
}## PR-Codex overview\n${codexResponse}${ | ||
skippedFiles.length != 0 | ||
? `\n\n> The following files were skipped due to too many changes: ${skippedFiles.join( | ||
", " | ||
)}` | ||
: "" | ||
}${ | ||
maxLengthExceeded | ||
? "\n\n> The code diff exceeds the max number of characters, so this overview may be incomplete." | ||
: "" | ||
}\n\n${endDescription}` | ||
|
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const description = hasCodexCommented | ||
? pr.body.split("\n\n" + startDescription)[0] + | ||
? pr.body.split(startDescription)[0] + | ||
prCodexText + | ||
pr.body.split(endDescription)[1] | ||
: pr.body + prCodexText | ||
: (pr.body ?? "") + prCodexText | ||
|
||
await octokit.issues.update({ | ||
owner, | ||
repo, | ||
issue_number: number, | ||
issue_number: pull_number, | ||
body: description | ||
}) | ||
|
||
return summary | ||
} | ||
} | ||
|
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const generateChatGpt = async (messages: ChatCompletionRequestMessage[]) => { | ||
const DECODER = new TextDecoder() | ||
let text = "" | ||
|
||
try { | ||
const stream = await OpenAI( | ||
"chat", | ||
{ | ||
model: "gpt-3.5-turbo", | ||
temperature: 0.7, | ||
messages | ||
}, | ||
{ apiKey: process.env.OPENAI_API_KEY } | ||
) | ||
|
||
for await (const chunk of yieldStream(stream)) { | ||
try { | ||
const decoded: string = DECODER.decode(chunk) | ||
|
||
if (decoded === undefined) | ||
throw new Error( | ||
"No choices in response. Decoded response: " + | ||
JSON.stringify(decoded) | ||
) | ||
|
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text += decoded | ||
} catch (err) { | ||
console.error(err) | ||
} | ||
} | ||
} catch (err) { | ||
console.error(err) | ||
return codexResponse | ||
} | ||
|
||
return text | ||
throw new Error("No changes in PR") | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,33 @@ | ||
import dotenv from "dotenv" | ||
import { handleGithubAuth } from "../lib/handleGithubAuth" | ||
import { replyIssueComment } from "../lib/replyIssueComment" | ||
import { testPayloadComment } from "../utils/github/testPayloadComment" | ||
|
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dotenv.config() | ||
|
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// Customize payload in `utils/testPayloadComment` | ||
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async function main() { | ||
try { | ||
const octokit = await handleGithubAuth(testPayloadComment) | ||
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console.log("Generating comment...") | ||
|
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const comment = await replyIssueComment(testPayloadComment, octokit) | ||
|
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console.log( | ||
"PR-Codex commented:\n\n", | ||
comment, | ||
"\n\nView on Github: https://github.com/decentralizedlabs/pr-codex/pull/4" | ||
) | ||
} catch (error) { | ||
console.log(error) | ||
} | ||
} | ||
|
||
main() | ||
.then(() => process.exit(0)) | ||
.catch((error) => { | ||
console.error(error) | ||
process.exit(1) | ||
}) |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,41 @@ | ||
import { ChatCompletionRequestMessage, OpenAI } from "openai-streams" | ||
import { yieldStream } from "yield-stream" | ||
|
||
export const generateChatGpt = async ( | ||
messages: ChatCompletionRequestMessage[] | ||
) => { | ||
const DECODER = new TextDecoder() | ||
let text = "" | ||
|
||
try { | ||
const stream = await OpenAI( | ||
"chat", | ||
{ | ||
model: "gpt-3.5-turbo", | ||
temperature: 0.7, | ||
messages | ||
}, | ||
{ apiKey: process.env.OPENAI_API_KEY } | ||
) | ||
|
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for await (const chunk of yieldStream(stream)) { | ||
try { | ||
const decoded: string = DECODER.decode(chunk) | ||
|
||
if (decoded === undefined) | ||
throw new Error( | ||
"No choices in response. Decoded response: " + | ||
JSON.stringify(decoded) | ||
) | ||
|
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text += decoded | ||
} catch (err) { | ||
console.error(err) | ||
} | ||
} | ||
} catch (err) { | ||
console.error(err) | ||
} | ||
|
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return text | ||
} |
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