From b895d4fa3216e333480837dcd087d1863dd6c241 Mon Sep 17 00:00:00 2001 From: Littlegnal <8847263+littleGnAl@users.noreply.github.com> Date: Thu, 21 Mar 2024 18:42:07 +0800 Subject: [PATCH] Generate the pointer array configuration through gpt (#63) Try using gpt as a renderer to help us alleviate some manual work. --- .yarn/install-state.gz | Bin 576178 -> 573895 bytes configs/rtc/pointer_marker.config.ts | 164 ++++++++++++ package.json | 5 +- src/index.ts | 1 + src/renderers/pointer_marker_gpt_renderer.ts | 145 ++++++++++ src/utils/gpt_utils.ts | 48 ++++ src/utils/index.ts | 1 + yarn.lock | 266 ++++++++++++++++++- 8 files changed, 628 insertions(+), 2 deletions(-) create mode 100644 configs/rtc/pointer_marker.config.ts create mode 100644 src/renderers/pointer_marker_gpt_renderer.ts create mode 100644 src/utils/gpt_utils.ts diff --git a/.yarn/install-state.gz b/.yarn/install-state.gz index 1fec8606eed6ef41c1535e707530ed7db2f7e7c5..26c124a80cb2853d0a49f5c194501f07de98a8cc 100644 GIT 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/dev/null +++ b/configs/rtc/pointer_marker.config.ts @@ -0,0 +1,164 @@ +import { CXXTYPE } from '@agoraio-extensions/cxx-parser'; + +module.exports = { + markers: [ + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'LiveTranscoding', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'transcodingUsers', + lengthName: 'userCount', + }, + { + ptrName: 'watermark', + lengthName: 'watermarkCount', + }, + { + ptrName: 'backgroundImage', + lengthName: 'backgroundImageCount', + }, + { + ptrName: 'advancedFeatures', + lengthName: 'advancedFeatureCount', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'ScreenCaptureParameters', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'excludeWindowList', + lengthName: 'excludeWindowCount', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'ChannelMediaRelayConfiguration', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'destInfos', + lengthName: 'destCount', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'LocalAccessPointConfiguration', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'ipList', + lengthName: 'ipListSize', + }, + { + ptrName: 'domainList', + lengthName: 'domainListSize', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'ContentInspectConfig', + namespaces: ['agora', 'media'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'modules', + lengthName: 'moduleCount', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'AudioSpectrumData', + namespaces: ['agora', 'media'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'audioSpectrumData', + lengthName: 'dataLength', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'LogConfig', + namespaces: ['agora', 'commons'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'filePath', + lengthName: 'fileSizeInKB', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'InputSeiData', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'private_data', + lengthName: 'data_size', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'Music', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'lyricList', + lengthName: 'lyricCount', + }, + { + ptrName: 'climaxSegmentList', + lengthName: 'climaxSegmentCount', + }, + { + ptrName: 'mvPropertyList', + lengthName: 'mvPropertyCount', + }, + ], + }, + { + node: { + __TYPE: CXXTYPE.Struct, + name: 'VideoCompositingLayout', + namespaces: ['agora', 'rtc'], + }, + pointerArrayNameMappings: [ + { + ptrName: 'regions', + lengthName: 'regionCount', + }, + { + ptrName: 'appData', + lengthName: 'appDataLength', + }, + ], + }, + ], +}; diff --git a/package.json b/package.json index 274a0bd..dad00bf 100644 --- a/package.json +++ b/package.json @@ -24,10 +24,13 @@ "dependencies": { "@agoraio-extensions/cxx-parser": "git@github.com:AgoraIO-Extensions/terra.git#head=main&workspace=cxx-parser", "@agoraio-extensions/terra-core": "git@github.com:AgoraIO-Extensions/terra.git#head=main&workspace=terra-core", - "mustache": "^4.2.0" + "lodash": "^4.17.21", + "mustache": "^4.2.0", + "openai": "^4.29.1" }, "devDependencies": { "@types/jest": "^29.5.1", + "@types/lodash": "^4.17.0", "@types/mustache": "^4.2.2", "@types/node": "^20.5.9", "@typescript-eslint/eslint-plugin": "^5.30.5", diff --git a/src/index.ts b/src/index.ts index 2712bf9..26e1426 100644 --- a/src/index.ts +++ b/src/index.ts @@ -1,5 +1,6 @@ export * from './renderers/mustache_renderer'; export * from './renderers/iris_doc_renderer'; +export * from './renderers/pointer_marker_gpt_renderer'; export * from './parsers'; export * from './utils'; diff --git a/src/renderers/pointer_marker_gpt_renderer.ts b/src/renderers/pointer_marker_gpt_renderer.ts new file mode 100644 index 0000000..52c5f04 --- /dev/null +++ b/src/renderers/pointer_marker_gpt_renderer.ts @@ -0,0 +1,145 @@ +import { execSync } from 'child_process'; +import * as fs from 'fs'; +import path from 'path'; +import _ from 'lodash'; + +import { + ParseResult, + RenderResult, + TerraContext, +} from '@agoraio-extensions/terra-core'; +import { askGPT } from '../utils/gpt_utils'; +import { PointerArrayNameMapping, PointerMarkerParserConfigMarker } from '../parsers/pointer_marker_parser'; +import { CXXFile, SimpleTypeKind, Struct } from '@agoraio-extensions/cxx-parser'; + +export interface PointerMarkerGPTRenderer { + configPath?: string +} + +export function PointerMarkerGPTRenderer( + terraContext: TerraContext, + args?: PointerMarkerGPTRenderer, + parseResult?: ParseResult +): RenderResult[] { + processGPT(parseResult!, args?.configPath); + return []; +} + +const prompt = ` +You are a C++ Code Inspector. Your task is to identify "pointer field-length field" pairs within a given C++ struct. +Exclude any pair where the pointer field's name is "buffer" or the pointer field type is "uint8_t" pointer. Additionally, disregard any pointer without a direct length field counterpart. +Your output should be in JSON format, returning an empty array [] if no valid pairs are found, or [{"ptrName": "pointer_name", "lengthName": "length_field_name"}] for each valid pair found. +The response MUST contains only the JSON result without any additional explanations. + +Given struct: +\`\`\`c++ +{{ STRUCT_SOURCE }} +\`\`\` +`; + +const defualtConfigPath = path.resolve(`${__dirname}/../../configs/rtc/pointer_marker.config.ts`); +async function processGPT(parseResult: ParseResult, configPath?: string) { + let originalConfigPath = configPath ?? defualtConfigPath; + let originalMarkers = require(originalConfigPath).markers as PointerMarkerParserConfigMarker[]; + + let structs = parseResult.nodes + .flatMap((node) => (node as CXXFile).nodes) + .filter((node) => node.isStruct()) + .filter((node) => { + return node.asStruct() + .member_variables + .find((member) => member.type.kind === SimpleTypeKind.pointer_t) !== undefined; + }); + + let markers: string[] = []; + + for (let st of structs) { + let struct = st.asStruct(); + let structSource = structToSource(struct); + let promptWithStruct = prompt + .replace('{{ STRUCT_NAME }}', struct.name) + .replace('{{ STRUCT_SOURCE }}', structSource) + .trim(); + let res = await askGPT(promptWithStruct); + if (res.length > 0) { + let jsonArray = Object.values(JSON.parse(res)); + if (jsonArray.length === 0) { + continue; + } + + // let newJsonArray = jsonArray as PointerArrayNameMapping[]; + let newJsonArray: PointerArrayNameMapping[] = []; + let originalMarker = originalMarkers.find((entry: any) => _.isMatch(struct, entry.node)); + if (originalMarker) { + for (let om of (jsonArray as PointerArrayNameMapping[])) { + if (om.lengthName.length === 0) { + continue; + } + let found = originalMarker.pointerArrayNameMappings?.find((entry) => entry.ptrName === om.ptrName); + // Only add the ptrName if it's not found in the original marker + let toAdd = found ? found : om; + newJsonArray.push(toAdd); + } + } + + if (newJsonArray.length > 0) { + let pointerArrayNameMappings = newJsonArray.map((entry: any) => { + return ` +{ + ptrName: "${entry.ptrName}", + lengthName: "${entry.lengthName}", +}`.trim(); + }); + + let marker = ` +{ + node: { + __TYPE: CXXTYPE.Struct, + name: "${struct.name}", + namespaces: [${struct.namespaces.map((it) => `"${it}"`).join(',')}], + }, + pointerArrayNameMappings: [ + ${pointerArrayNameMappings.join(',\n')} + ], +}`.trim(); + markers.push(marker); + } + } + } + console.log(markers); + + let output = ` +import { CXXTYPE } from "@agoraio-extensions/cxx-parser"; + +module.exports = { + markers: [ + ${markers.join(',\n')} + ], +}; +`.trim(); + + fs.writeFileSync(originalConfigPath, output); + + // Reformat the file + execSync(`yarn prettier ${originalConfigPath} --write`, { + cwd: path.resolve(__dirname, '../../'), + }); +} + +function structToSource(struct: Struct): string { + let structName = struct.name; + let structContent = struct.member_variables.map((member) => { + let memberName = member.name; + let memberType = member.type.source; + let memberComment = member.comment.split('\n').map((line) => `/// ${line}`).join('\n'); + return ` +${memberComment} +${memberType} ${memberName};`.trim(); + }).join('\n\n'); + + return ` +struct ${structName} { +${structContent} +};`.trim(); +} + diff --git a/src/utils/gpt_utils.ts b/src/utils/gpt_utils.ts new file mode 100644 index 0000000..8da6d4a --- /dev/null +++ b/src/utils/gpt_utils.ts @@ -0,0 +1,48 @@ +import OpenAI from "openai"; + +let _openAIClient: OpenAI | undefined = undefined; +function openAIClient(): OpenAI { + if (_openAIClient === undefined) { + _openAIClient = new OpenAI(); + } + return _openAIClient; +} + +/// Make sure you add the following environment variables before you call this function +/// - OPENAI_API_KEY +/// - OPENAI_BASE_URL +export async function askGPT(prompt: string): Promise { + console.log(`prompt:`); + console.log(prompt); + + const completion: OpenAI.Chat.ChatCompletion = (await openAIClient().chat.completions.create({ + model: 'gpt-4', + messages: [{ role: 'user', content: prompt }], + temperature: 0.7, + })); + + let response: any | undefined = undefined; + try { + // We can only make a synchronous call inside terra at this time, but in this way the completions API returns a string, so we need to + // do some tricky thing here. + if (completion !== undefined && typeof completion === 'string') { + let completionStr = completion as string; + if (completionStr.length > 0) { + response = JSON.parse(completionStr); + } + } else if (typeof completion === 'object' && completion !== null) { + response = completion; + } else { + console.log('Param is neither a string nor an object'); + } + } catch (error) { + console.error(error); + } + + let res = response?.choices[0]?.message?.content ?? ''; + + console.log(`response:`); + console.log(res); + + return res; +} \ No newline at end of file diff --git a/src/utils/index.ts b/src/utils/index.ts index 7826fd1..5ed82ba 100644 --- a/src/utils/index.ts +++ b/src/utils/index.ts @@ -1,5 +1,6 @@ export * from './obj_utils'; export * from './iris_utils'; +export * from './gpt_utils'; import { SimpleTypeKind, Variable } from '@agoraio-extensions/cxx-parser'; diff --git a/yarn.lock b/yarn.lock index 4833446..9854b4a 100644 --- a/yarn.lock +++ b/yarn.lock @@ -38,6 +38,7 @@ __metadata: "@agoraio-extensions/cxx-parser": "git@github.com:AgoraIO-Extensions/terra.git#head=main&workspace=cxx-parser" "@agoraio-extensions/terra-core": "git@github.com:AgoraIO-Extensions/terra.git#head=main&workspace=terra-core" "@types/jest": "npm:^29.5.1" + "@types/lodash": "npm:^4.17.0" "@types/mustache": "npm:^4.2.2" "@types/node": "npm:^20.5.9" "@typescript-eslint/eslint-plugin": "npm:^5.30.5" @@ -48,7 +49,9 @@ __metadata: eslint-plugin-jest: "npm:^26.9.0" eslint-plugin-prettier: "npm:^4.0.0" jest: "npm:^29.5.0" + lodash: "npm:^4.17.21" mustache: "npm:^4.2.0" + openai: "npm:^4.29.1" prettier: "npm:^2.0.5" ts-jest: "npm:^29.1.0" ts-node: "npm:^10.9.1" @@ -1059,6 +1062,13 @@ __metadata: languageName: node linkType: hard +"@types/lodash@npm:^4.17.0": + version: 4.17.0 + resolution: "@types/lodash@npm:4.17.0" + checksum: 4c5b41c9a6c41e2c05d08499e96f7940bcf194dcfa84356235b630da920c2a5e05f193618cea76006719bec61c76617dff02defa9d29934f9f6a76a49291bd8f + languageName: node + linkType: hard + "@types/mustache@npm:^4.2.2": version: 4.2.5 resolution: "@types/mustache@npm:4.2.5" @@ -1066,6 +1076,16 @@ __metadata: languageName: node linkType: hard +"@types/node-fetch@npm:^2.6.4": + version: 2.6.11 + resolution: "@types/node-fetch@npm:2.6.11" + dependencies: + "@types/node": "npm:*" + form-data: "npm:^4.0.0" + checksum: 5283d4e0bcc37a5b6d8e629aee880a4ffcfb33e089f4b903b2981b19c623972d1e64af7c3f9540ab990f0f5c89b9b5dda19c5bcb37a8e177079e93683bfd2f49 + languageName: node + linkType: hard + "@types/node@npm:*, @types/node@npm:^20.5.9": version: 20.11.25 resolution: "@types/node@npm:20.11.25" @@ -1075,6 +1095,15 @@ __metadata: languageName: node linkType: hard +"@types/node@npm:^18.11.18": + version: 18.19.25 + resolution: "@types/node@npm:18.19.25" + dependencies: + undici-types: "npm:~5.26.4" + checksum: 4cd82b81700c38464cfc8ce5a94d3e115ef9e9befe7637a89c732c4036ab7c761ec69e4d93717a7c05ab58c87cf046eaafd3e0157d5406e387bcb185d27710ab + languageName: node + linkType: hard + "@types/semver@npm:^7.3.12": version: 7.5.8 resolution: "@types/semver@npm:7.5.8" @@ -1240,6 +1269,15 @@ __metadata: languageName: node linkType: hard +"abort-controller@npm:^3.0.0": + version: 3.0.0 + resolution: "abort-controller@npm:3.0.0" + dependencies: + event-target-shim: "npm:^5.0.0" + checksum: 90ccc50f010250152509a344eb2e71977fbf8db0ab8f1061197e3275ddf6c61a41a6edfd7b9409c664513131dd96e962065415325ef23efa5db931b382d24ca5 + languageName: node + linkType: hard + "acorn-jsx@npm:^5.3.2": version: 5.3.2 resolution: "acorn-jsx@npm:5.3.2" @@ -1274,6 +1312,15 @@ __metadata: languageName: node linkType: hard +"agentkeepalive@npm:^4.2.1": + version: 4.5.0 + resolution: "agentkeepalive@npm:4.5.0" + dependencies: + humanize-ms: "npm:^1.2.1" + checksum: 394ea19f9710f230722996e156607f48fdf3a345133b0b1823244b7989426c16019a428b56c82d3eabef616e938812981d9009f4792ecc66bd6a59e991c62612 + languageName: node + linkType: hard + "aggregate-error@npm:^3.0.0": version: 3.1.0 resolution: "aggregate-error@npm:3.1.0" @@ -1480,6 +1527,13 @@ __metadata: languageName: node linkType: hard +"asynckit@npm:^0.4.0": + version: 0.4.0 + resolution: "asynckit@npm:0.4.0" + checksum: d73e2ddf20c4eb9337e1b3df1a0f6159481050a5de457c55b14ea2e5cb6d90bb69e004c9af54737a5ee0917fcf2c9e25de67777bbe58261847846066ba75bc9d + languageName: node + linkType: hard + "available-typed-arrays@npm:^1.0.6, available-typed-arrays@npm:^1.0.7": version: 1.0.7 resolution: 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