diff --git a/MANTRAS.md b/MANTRAS.md index 7bb669a..dca685f 100644 --- a/MANTRAS.md +++ b/MANTRAS.md @@ -55,4 +55,8 @@ In other words, pick something for a name and roll with the punches. ### Find what you love and let it kill you > Find what you love and let it kill you. Let it drain you of your all. Let it cling onto your back and weigh you down into eventual nothingness. Let it kill you and let it devour your remains. For all things will kill you, both slowly and fastly, but it's much better to be killed by a lover. -> -- Charles Bukowski \ No newline at end of file +> -- Charles Bukowski + +### Do what you can, with what you have, where you are at + +### Use it up, wear it out, make it do, or do without \ No newline at end of file diff --git a/services/our/.dockerignore b/services/our/.dockerignore index 3b462cb..9a0ca6a 100644 --- a/services/our/.dockerignore +++ b/services/our/.dockerignore @@ -1,3 +1,5 @@ +src/test + node_modules # Output diff --git a/services/our/.gitignore b/services/our/.gitignore index a0d3897..209904f 100644 --- a/services/our/.gitignore +++ b/services/our/.gitignore @@ -1,3 +1,5 @@ +vibeui + generated backup diff --git a/services/our/Dockerfile b/services/our/Dockerfile index c6e4634..1d91804 100644 --- a/services/our/Dockerfile +++ b/services/our/Dockerfile @@ -13,8 +13,11 @@ RUN apt-get update -y && \ mktorrent \ python3 \ python3-pip \ + python3-venv \ && apt-get clean && rm -rf /var/lib/apt/lists/* +# Install IPFS Kubo +COPY --from=ipfs/kubo:v0.36.0 /usr/local/bin/ipfs /usr/local/bin/ipfs # Copy and install dependencies COPY package.json package-lock.json ./ diff --git a/services/our/compose.development.yaml b/services/our/compose.development.yaml index 27a953d..6a452ee 100644 --- a/services/our/compose.development.yaml +++ b/services/our/compose.development.yaml @@ -5,7 +5,7 @@ services: container_name: our-postgres image: postgres:17 restart: unless-stopped - env_file: ./../../.env + env_file: ./../../.env.development ports: - "5432:5432" volumes: @@ -17,47 +17,6 @@ services: start_period: 10s timeout: 10s - pgweb: - container_name: out-pgweb - image: sosedoff/pgweb - depends_on: - postgres: - condition: service_healthy - env_file: ./../../.env - ports: - - "8091:8081" - healthcheck: - test: ["CMD", "curl", "-f", "http://localhost:8081"] - interval: 10s - retries: 5 - start_period: 10s - timeout: 10s - - # pgadmin: - # image: dpage/pgadmin4:latest - # environment: - # PGADMIN_LISTEN_PORT: 5050 - # PGADMIN_DEFAULT_EMAIL: ${PGADMIN_DEFAULT_EMAIL} - # PGADMIN_DEFAULT_PASSWORD: ${PGADMIN_DEFAULT_PASSWORD} - # PGADMIN_DISABLE_POSTFIX: true - # ports: - # - "5050:5050" - - our: - build: - context: . - dockerfile: Dockerfile - container_name: our-app - ports: - - "5000:5000" - env_file: ./../../.env ## @see ./src/config/env.ts for all env var names. - depends_on: - postgres: - condition: service_healthy - networks: - - default - entrypoint: > - sh -c "npm run deploy && npm run start:server" volumes: pgdata: \ No newline at end of file diff --git a/services/our/compose.production.yaml b/services/our/compose.production.yaml index 8ca81c1..83ba4f3 100644 --- a/services/our/compose.production.yaml +++ b/services/our/compose.production.yaml @@ -66,4 +66,3 @@ networks: default: {} -## i need to mount /mnt/vfs/futureporn:/mnt/vfs/futureporn on both the server and worker \ No newline at end of file diff --git a/services/our/compose.staging.yaml b/services/our/compose.staging.yaml new file mode 100644 index 0000000..d2123fd --- /dev/null +++ b/services/our/compose.staging.yaml @@ -0,0 +1,53 @@ + +services: + + postgres: + container_name: our-postgres + image: postgres:17 + restart: unless-stopped + env_file: ./../../.env.development + ports: + - "5432:5432" + volumes: + - pgdata:/var/lib/postgresql/data + healthcheck: + test: ["CMD", "pg_isready", "-U", "postgres"] + interval: 10s + retries: 5 + start_period: 10s + timeout: 10s + + server: + build: + context: . + dockerfile: Dockerfile + container_name: our-server + ports: + - "5000:5000" + env_file: ./../../.env.development ## @see ./src/config/env.ts for all env var names. + depends_on: + postgres: + condition: service_healthy + networks: + - default + entrypoint: > + sh -c "npm run deploy && npm run start:server" + + worker: + build: + context: . + dockerfile: Dockerfile + container_name: our-worker + env_file: ./../../.env.development + depends_on: + postgres: + condition: service_healthy + networks: + - default + init: true + entrypoint: > + sh -c "npm run start:worker" + + +volumes: + pgdata: \ No newline at end of file diff --git a/services/our/package.json b/services/our/package.json index 8958886..9d18cd4 100644 --- a/services/our/package.json +++ b/services/our/package.json @@ -3,9 +3,6 @@ "private": true, "version": "2.0.1", "type": "module", - "overrides": { - "@sinclair/typebox": "0.34.0" - }, "scripts": { "dev": "concurrently npm:dev:serve npm:dev:build npm:dev:worker", "dev:serve": "tsx watch ./src/index.ts", @@ -18,26 +15,21 @@ "build": "tsup --clean", "lint": "eslint .", "clean": "rm -rf node_modules && rm -rf pnpm-lock.yaml", - "deploy": "npx prisma migrate deploy" + "deploy": "npx prisma migrate deploy", + "test:watch": "npx vitest --watch", + "test": "npx vitest" }, "devDependencies": { "@eslint/compat": "^1.3.1", "@eslint/js": "^9.31.0", - "@fontsource/fira-mono": "^5.2.6", - "@neoconfetti/svelte": "^2.2.2", - "@sveltejs/adapter-auto": "^6.0.1", - "@sveltejs/kit": "^2.22.5", - "@sveltejs/vite-plugin-svelte": "^5.1.1", "eslint": "^9.31.0", "eslint-plugin-svelte": "^3.10.1", "globals": "^16.3.0", "nodemon": "^3.1.10", "prisma": "6.8.2", - "svelte": "^5.35.6", - "svelte-check": "^4.2.2", "typescript": "^5.8.3", "typescript-eslint": "^8.36.0", - "vite": "^6.3.5" + "vitest": "^3.2.4" }, "pnpm": { "onlyBuiltDependencies": [ @@ -45,13 +37,9 @@ ] }, "dependencies": { - "@auth0/auth0-spa-js": "^2.2.0", "@aws-sdk/client-s3": "3.726.1", "@aws-sdk/s3-request-presigner": "^3.844.0", - "@bogeychan/elysia-logger": "^0.1.8", "@dotenvx/dotenvx": "^1.47.5", - "@elysiajs/static": "^1.3.0", - "@elysiajs/swagger": "^1.3.1", "@fastify/flash": "^6.0.3", "@fastify/formbody": "^8.0.2", "@fastify/multipart": "^9.0.3", @@ -69,19 +57,10 @@ "@prisma/extension-accelerate": "^1.3.0", "@types/node": "^22.16.3", "@types/node-fetch": "^2.6.12", - "arctic": "^3.7.0", - "axios": "^1.10.0", "cache-manager": "^7.0.1", "chokidar-cli": "^3.0.0", "concurrently": "^9.2.0", "date-fns": "^4.1.0", - "drizzle-orm": "^0.43.1", - "drizzle-typebox": "^0.3.3", - "ejs": "^3.1.10", - "elysia": "^1.3.5", - "elysia-clerk": "^0.9.10", - "elysia-connect-middleware": "^0.0.5", - "elysia-oauth2": "^2.1.0", "fastify": "^5.4.0", "fastify-plugin": "^5.0.1", "fastify-sse-v2": "^4.2.1", @@ -96,8 +75,8 @@ "mime-types": "^3.0.1", "nano-spawn": "^1.0.2", "nanoid": "^5.1.5", - "nocodb-sdk": "^0.263.8", "node-fetch": "^3.3.2", + "onnxruntime-node": "1.22.0-rev", "rate-limiter-flexible": "^7.1.1", "rimraf": "6.0.1", "sharp": "^0.34.3", @@ -105,7 +84,7 @@ "ts-node": "^10.9.2", "tsup": "^8.5.0", "tsx": "^4.20.3", - "vitest": "^3.2.4", + "which": "^5.0.0", "zod": "^3.25.76" }, "prisma": { diff --git a/services/our/pnpm-lock.yaml b/services/our/pnpm-lock.yaml new file mode 100644 index 0000000..62ae16d --- /dev/null +++ b/services/our/pnpm-lock.yaml @@ -0,0 +1,7413 @@ +lockfileVersion: '9.0' + +settings: + autoInstallPeers: 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require-directory: 2.1.1 + require-main-filename: 2.0.0 + set-blocking: 2.0.0 + string-width: 3.1.0 + which-module: 2.0.1 + y18n: 4.0.3 + yargs-parser: 13.1.2 + + yargs@17.7.2: + dependencies: + cliui: 8.0.1 + escalade: 3.2.0 + get-caller-file: 2.0.5 + require-directory: 2.1.1 + string-width: 4.2.3 + y18n: 5.0.8 + yargs-parser: 21.1.1 + + yn@3.1.1: {} + + yocto-queue@0.1.0: {} + + zimmerframe@1.1.2: + optional: true + + zod@3.21.4: {} + + zod@3.25.76: {} diff --git a/services/our/src/config/env.ts b/services/our/src/config/env.ts index 5fec3da..bb2d8f7 100644 --- a/services/our/src/config/env.ts +++ b/services/our/src/config/env.ts @@ -1,6 +1,10 @@ // ./config/env.ts import { z } from 'zod'; -import '@dotenvx/dotenvx/config' +import dotenvx from '@dotenvx/dotenvx' + +dotenvx.config({ path: ['../../.env.development'] }) +// if (process.env.NODE_ENV === 'development') { +// } const EnvSchema = z.object({ NODE_ENV: z.enum(['development', 'production', 'test']), @@ -26,7 +30,7 @@ const EnvSchema = z.object({ }); const parsed = EnvSchema.safeParse(process.env); -console.log(parsed) +// console.log(parsed) if (!parsed.success) { console.error('❌ Invalid environment variables:', parsed.error.flatten().fieldErrors); diff --git a/services/our/src/tasks/createFunscript.ts b/services/our/src/tasks/createFunscript.ts index 4191c54..95da0f0 100644 --- a/services/our/src/tasks/createFunscript.ts +++ b/services/our/src/tasks/createFunscript.ts @@ -1,370 +1,28 @@ + import type { Task, Helpers } from "graphile-worker"; import { PrismaClient } from "../../generated/prisma"; import { withAccelerate } from "@prisma/extension-accelerate"; import { getOrDownloadAsset } from "../utils/cache"; import { env } from "../config/env"; import { getS3Client, uploadFile } from "../utils/s3"; -import { nanoid } from "nanoid"; -import { existsSync } from "node:fs"; -import spawn from 'nano-spawn'; -import { join, basename, extname } from "node:path"; -import { readFile, writeFile, readdir } from 'node:fs/promises'; -import yaml from 'js-yaml'; -import { string } from "zod"; - -const prisma = new PrismaClient().$extends(withAccelerate()); +import { buildFunscript } from '../utils/funscripts'; +import { vibeuiInference } from "../utils/vibeui"; +import { join } from "node:path"; interface Payload { vodId: string; } -interface Detection { - startFrame: number; - endFrame: number; - className: string; -} - -interface DataYaml { - path: string; - train: string; - val: string; - names: Record; -} - -interface FunscriptAction { - at: number; - pos: number; -} - -interface Funscript { - version: string; - actions: FunscriptAction[]; -} -interface ClassPositionMap { - [className: string]: number | 'pattern'; -} +const prisma = new PrismaClient().$extends(withAccelerate()); + function assertPayload(payload: any): asserts payload is Payload { if (typeof payload !== "object" || !payload) throw new Error("invalid payload-- was not an object."); if (typeof payload.vodId !== "string") throw new Error("invalid payload-- was missing vodId"); } -async function loadDataYaml(yamlPath: string): Promise { - const yamlContent = await readFile(yamlPath, 'utf8'); - return yaml.load(yamlContent) as DataYaml; -} - - -async function preparePython(helpers) { - const venvPath = join(env.VIBEUI_DIR, 'venv') - - // Create venv if it doesn't exist - if (!existsSync(venvPath)) { - helpers.logger.info("Python venv not found. Creating one..."); - await spawn("python", ["-m", "venv", "venv"], { - cwd: env.VIBEUI_DIR, - }); - } else { - helpers.logger.info("Using existing Python venv."); - } -} - - -async function ffprobe(videoPath: string): Promise<{ fps: number; frames: number }> { - const { stdout } = await spawn('ffprobe', [ - '-v', 'error', - '-select_streams', 'v:0', - '-count_frames', - '-show_entries', 'stream=nb_read_frames,r_frame_rate', - '-of', 'default=nokey=1:noprint_wrappers=1', - videoPath, - ]) - - const [frameRateStr, frameCountStr] = stdout.trim().split('\n') - const [num, denom] = frameRateStr.trim().split('/').map(Number) - const fps = num / denom - const frames = parseInt(frameCountStr.trim(), 10) - - return { fps, frames } -} - - - - - - - -export async function buildFunscript( - helpers: Helpers, - predictionOutput: string, - videoPath: string -): Promise { - const labelDir = join(predictionOutput, 'labels'); - const yamlPath = join(predictionOutput, 'data.yaml'); - const outputPath = join(process.env.CACHE_ROOT ?? '/tmp', `${nanoid()}.funscript`); - helpers.logger.info('Starting Funscript generation'); - - try { - - const data = await loadDataYaml(join(env.VIBEUI_DIR, 'data.yaml')) - const classPositionMap = await loadClassPositionMap(data, helpers); - const { fps, totalFrames } = await loadVideoMetadata(videoPath, helpers); - const detectionSegments = await processLabelFiles(labelDir, helpers, data); - const totalDurationMs = Math.floor((totalFrames / fps) * 1000); - const actions = generateActions(totalDurationMs, fps, detectionSegments, classPositionMap); - await writeFunscript(outputPath, actions, helpers); - - return outputPath; - } catch (error) { - helpers.logger.error(`Error generating Funscript: ${error instanceof Error ? error.message : 'Unknown error'}`); - throw error; - } -} - -export async function inference(helpers: Helpers, videoFilePath: string): Promise { - const modelPath = join(env.VIBEUI_DIR, 'runs/detect/vibeui/weights/best.pt') - - // Generate a unique name based on video name + UUID - const videoExt = extname(videoFilePath) // e.g. '.mp4' - const videoName = basename(videoFilePath, videoExt) // removes the extension - const uniqueName = `${videoName}-${nanoid()}` - const customProjectDir = 'runs' // or any custom folder - const outputPath = join(env.VIBEUI_DIR, customProjectDir, uniqueName) - - await spawn('./venv/bin/yolo', [ - 'predict', - `model=${modelPath}`, - `source=${videoFilePath}`, - 'save=False', - 'save_txt=True', - 'save_conf=True', - `project=${customProjectDir}`, - `name=${uniqueName}`, - ], { - cwd: env.VIBEUI_DIR, - stdio: 'inherit', - }) - - return outputPath // contains labels/ folder and predictions -} - - -async function loadClassPositionMap(data: DataYaml, helpers: Helpers): Promise { - try { - - if ( - !data || - typeof data !== 'object' || - !('names' in data) || - typeof data.names !== 'object' || - data.names === null || - Object.keys(data.names).length === 0 - ) { - throw new Error('Invalid data.yaml: "names" field is missing, not an object, or empty'); - } - - const positionMap: ClassPositionMap = { - ControlledByTipper: 50, - ControlledByTipperHigh: 80, - ControlledByTipperLow: 20, - ControlledByTipperMedium: 50, - ControlledByTipperUltrahigh: 95, - Ring1: 30, - Ring2: 40, - Ring3: 50, - Ring4: 60, - Earthquake: 'pattern', - Fireworks: 'pattern', - Pulse: 'pattern', - Wave: 'pattern', - Pause: 0, - RandomTime: 70, - HighLevel: 80, - LowLevel: 20, - MediumLevel: 50, - UltraHighLevel: 95 - }; - - const names = Object.values(data.names); - for (const name of names) { - if (typeof name !== 'string' || name.trim() === '') { - helpers.logger.info(`Skipping invalid class name: ${name}`); - continue; - } - if (!(name in positionMap)) { - helpers.logger.info(`No position mapping for class "${name}", defaulting to 0`); - positionMap[name] = 0; - } - } - - helpers.logger.info(`Loaded class position map: ${JSON.stringify(positionMap)}`); - return positionMap; - } catch (error) { - helpers.logger.error(`Error loading data.yaml: ${error instanceof Error ? error.message : 'Unknown error'}`); - throw error; - } -} - -function generatePatternPositions(startMs: number, durationMs: number, className: string, fps: number): FunscriptAction[] { - const actions: FunscriptAction[] = []; - const frameDurationMs = 1000 / fps; - const totalFrames = Math.floor(durationMs / frameDurationMs); - const intervalMs = 100; - - for (let timeMs = 0; timeMs < durationMs; timeMs += intervalMs) { - const progress = timeMs / durationMs; - let pos = 0; - - switch (className) { - case 'Pulse': - pos = Math.round(50 * Math.sin(progress * 2 * Math.PI)); - break; - case 'Wave': - pos = Math.round(50 + 50 * Math.sin(progress * 2 * Math.PI)); - break; - case 'Fireworks': - pos = Math.random() > 0.5 ? 80 : 0; - break; - case 'Earthquake': - pos = Math.round(90 * Math.sin(progress * 4 * Math.PI) + (Math.random() - 0.5) * 10); - pos = Math.max(0, Math.min(90, pos)); - break; - } - - actions.push({ at: startMs + timeMs, pos }); - } - - return actions; -} - -async function loadVideoMetadata(videoPath: string, helpers: Helpers) { - const { fps, frames: totalFrames } = await ffprobe(videoPath); - helpers.logger.info(`Video metadata: fps=${fps}, frames=${totalFrames}`); - return { fps, totalFrames }; -} - -async function processLabelFiles(labelDir: string, helpers: Helpers, data: DataYaml): Promise { - const labelFiles = (await readdir(labelDir)).filter(file => file.endsWith('.txt')); - const detections: Map = new Map(); - const names = data.names; - - for (const file of labelFiles) { - const match = file.match(/(\d+)\.txt$/); - if (!match) { - helpers.logger.info(`Skipping invalid filename: ${file}`); - continue; - } - const frameIndex = parseInt(match[1], 10); - if (isNaN(frameIndex)) { - helpers.logger.info(`Skipping invalid frame index from filename: ${file}`); - continue; - } - - const content = await readFile(join(labelDir, file), 'utf8'); - const lines = content.trim().split('\n'); - const frameDetections: Detection[] = []; - let maxConfidence = 0; - let selectedClassIndex = -1; - - for (const line of lines) { - const parts = line.trim().split(/\s+/); - if (parts.length < 6) continue; - - const classIndex = parseInt(parts[0], 10); - const confidence = parseFloat(parts[5]); - if (isNaN(classIndex) || isNaN(confidence)) continue; - - if (confidence >= 0.7 && confidence > maxConfidence) { - maxConfidence = confidence; - selectedClassIndex = classIndex; - } - } - - if (maxConfidence > 0) { - const className = (data.names as Record)[selectedClassIndex.toString()]; - if (className) { - frameDetections.push({ startFrame: frameIndex, endFrame: frameIndex, className }); - } - } - - if (frameDetections.length > 0) { - detections.set(frameIndex, frameDetections); - } - } - - // Merge overlapping detections into continuous segments - const detectionSegments: Detection[] = []; - let currentDetection: Detection | null = null; - - for (const [frameIndex, frameDetections] of detections.entries()) { - for (const detection of frameDetections) { - if (!currentDetection || currentDetection.className !== detection.className) { - if (currentDetection) detectionSegments.push(currentDetection); - currentDetection = { ...detection, endFrame: frameIndex }; - } else { - currentDetection.endFrame = frameIndex; - } - } - } - if (currentDetection) detectionSegments.push(currentDetection); - - return detectionSegments; -} - -function generateActions(totalDurationMs: number, fps: number, detectionSegments: Detection[], classPositionMap: ClassPositionMap): FunscriptAction[] { - const intervalMs = 100; - const actions: FunscriptAction[] = []; - - // Generate static position actions - for (let timeMs = 0; timeMs <= totalDurationMs; timeMs += intervalMs) { - const frameIndex = Math.floor((timeMs / 1000) * fps); - let position = 0; - - for (const segment of detectionSegments) { - if (frameIndex >= segment.startFrame && frameIndex <= segment.endFrame) { - const className = segment.className; - if (typeof classPositionMap[className] === 'number') { - position = classPositionMap[className]; - break; - } - } - } - actions.push({ at: timeMs, pos: position }); - } - - // Overlay pattern-based actions - for (const segment of detectionSegments) { - const className = segment.className; - if (classPositionMap[className] === 'pattern') { - const startMs = Math.floor((segment.startFrame / fps) * 1000); - const durationMs = Math.floor(((segment.endFrame - segment.startFrame + 1) / fps) * 1000); - const patternActions = generatePatternPositions(startMs, durationMs, className, fps); - actions.push(...patternActions); - } - } - - // Sort actions by time and remove duplicates - actions.sort((a, b) => a.at - b.at); - const uniqueActions: FunscriptAction[] = []; - let lastTime = -1; - for (const action of actions) { - if (action.at !== lastTime) { - uniqueActions.push(action); - lastTime = action.at; - } - } - - return uniqueActions; -} - -async function writeFunscript(outputPath: string, actions: FunscriptAction[], helpers: Helpers) { - const funscript: Funscript = { version: '1.0', actions }; - await writeFile(outputPath, JSON.stringify(funscript, null, 2)); - helpers.logger.info(`Funscript generated: ${outputPath} (${actions.length} actions)`); -} - const createFunscript: Task = async (payload: any, helpers: Helpers) => { assertPayload(payload); @@ -373,7 +31,6 @@ const createFunscript: Task = async (payload: any, helpers: Helpers) => { const vod = await prisma.vod.findFirstOrThrow({ where: { id: vodId } }); - await preparePython(helpers) if (vod.funscript) { helpers.logger.info(`Doing nothing-- vod ${vodId} already has a funscript.`); @@ -394,11 +51,12 @@ const createFunscript: Task = async (payload: any, helpers: Helpers) => { helpers.logger.info(`Creating funscript for vod ${vodId}...`); - const predictionOutput = await inference(helpers, videoFilePath); + const modelPath = join(env.VIBEUI_DIR, 'vibeui.onnx') + const predictionOutput = await vibeuiInference(modelPath, videoFilePath); helpers.logger.info(`prediction output ${predictionOutput}`); - const funscriptFilePath = await buildFunscript(helpers, predictionOutput, videoFilePath) + const funscriptFilePath = await buildFunscript(predictionOutput, videoFilePath) const s3Key = `funscripts/${vodId}.funscript`; diff --git a/services/our/src/tasks/createFunscript.ts.old b/services/our/src/tasks/createFunscript.ts.old new file mode 100644 index 0000000..7ce2422 --- /dev/null +++ b/services/our/src/tasks/createFunscript.ts.old @@ -0,0 +1,452 @@ +import type { Task, Helpers } from "graphile-worker"; +import { PrismaClient } from "../../generated/prisma"; +import { withAccelerate } from "@prisma/extension-accelerate"; +import { getOrDownloadAsset } from "../utils/cache"; +import { env } from "../config/env"; +import { getS3Client, uploadFile } from "../utils/s3"; +import { nanoid } from "nanoid"; +import { existsSync, rmSync } from "node:fs"; +import { join, basename, extname } from "node:path"; +import { readFile, writeFile, readdir } from 'node:fs/promises'; +import yaml from 'js-yaml'; +import { getNanoSpawn } from "../utils/nanoSpawn"; +import which from "which"; +import * as ort from 'onnxruntime-node'; + +interface Payload { + vodId: string; +} + +interface Detection { + startFrame: number; + endFrame: number; + className: string; +} + +interface DataYaml { + path: string; + train: string; + val: string; + names: Record; +} + +interface FunscriptAction { + at: number; + pos: number; +} + +interface Funscript { + version: string; + actions: FunscriptAction[]; +} + + +interface ClassPositionMap { + [className: string]: number | 'pattern'; +} + + +const prisma = new PrismaClient().$extends(withAccelerate()); + + +function assertPayload(payload: any): asserts payload is Payload { + if (typeof payload !== "object" || !payload) throw new Error("invalid payload-- was not an object."); + if (typeof payload.vodId !== "string") throw new Error("invalid payload-- was missing vodId"); +} + +async function loadDataYaml(yamlPath: string): Promise { + const yamlContent = await readFile(yamlPath, 'utf8'); + return yaml.load(yamlContent) as DataYaml; +} + + +// async function preparePython(helpers) { +// const spawn = await getNanoSpawn(); +// const venvPath = join(env.VIBEUI_DIR, "venv"); + +// // Determine Python executable +// let pythonCmd; +// try { +// pythonCmd = which.sync("python3"); +// } catch { +// helpers.logger.error("Python is not installed or not in PATH."); +// throw new Error("Python not found in PATH."); +// } + +// // If venv doesn't exist, create it +// if (!existsSync(venvPath)) { +// helpers.logger.info("Python venv not found. Creating one..."); + +// try { +// await spawn(pythonCmd, ["-m", "venv", "venv"], { +// cwd: env.VIBEUI_DIR, +// }); + +// helpers.logger.info("Python venv successfully created."); +// } catch (err) { +// helpers.logger.error("Failed to create Python venv:", err); + +// // Clean up partially created venv if needed +// try { +// if (existsSync(venvPath)) { +// rmSync(venvPath, { recursive: true, force: true }); +// helpers.logger.warn("Removed broken venv directory."); +// } +// } catch (cleanupErr) { +// helpers.logger.error("Error while cleaning up broken venv:", cleanupErr); +// } + +// throw new Error("Python venv creation failed. Check if python3 and python3-venv are installed."); +// } +// } else { +// helpers.logger.info("Using existing Python venv."); +// } +// } + + +async function ffprobe(videoPath: string): Promise<{ fps: number; frames: number }> { + const spawn = await getNanoSpawn() + const { stdout } = await spawn('ffprobe', [ + '-v', 'error', + '-select_streams', 'v:0', + '-count_frames', + '-show_entries', 'stream=nb_read_frames,r_frame_rate', + '-of', 'default=nokey=1:noprint_wrappers=1', + videoPath, + ]) + + const [frameRateStr, frameCountStr] = stdout.trim().split('\n') + const [num, denom] = frameRateStr.trim().split('/').map(Number) + const fps = num / denom + const frames = parseInt(frameCountStr.trim(), 10) + + return { fps, frames } +} + + + + + + + +export async function buildFunscript( + helpers: Helpers, + predictionOutput: string, + videoPath: string +): Promise { + const labelDir = join(predictionOutput, 'labels'); + const yamlPath = join(predictionOutput, 'data.yaml'); + const outputPath = join(process.env.CACHE_ROOT ?? '/tmp', `${nanoid()}.funscript`); + helpers.logger.info('Starting Funscript generation'); + + try { + + const data = await loadDataYaml(join(env.VIBEUI_DIR, 'data.yaml')) + const classPositionMap = await loadClassPositionMap(data, helpers); + const { fps, totalFrames } = await loadVideoMetadata(videoPath, helpers); + const detectionSegments = await processLabelFiles(labelDir, helpers, data); + const totalDurationMs = Math.floor((totalFrames / fps) * 1000); + const actions = generateActions(totalDurationMs, fps, detectionSegments, classPositionMap); + await writeFunscript(outputPath, actions, helpers); + + return outputPath; + } catch (error) { + helpers.logger.error(`Error generating Funscript: ${error instanceof Error ? error.message : 'Unknown error'}`); + throw error; + } +} + +export async function inference(helpers: Helpers, videoFilePath: string): Promise { + const spawn = await getNanoSpawn() + + const modelPath = join(env.VIBEUI_DIR, 'runs/detect/vibeui/weights/best.pt') + + // Generate a unique name based on video name + UUID + const videoExt = extname(videoFilePath) // e.g. '.mp4' + const videoName = basename(videoFilePath, videoExt) // removes the extension + const uniqueName = `${videoName}-${nanoid()}` + const customProjectDir = 'runs' // or any custom folder + const outputPath = join(env.VIBEUI_DIR, customProjectDir, uniqueName) + + await spawn('./venv/bin/yolo', [ + 'predict', + `model=${modelPath}`, + `source=${videoFilePath}`, + 'save=False', + 'save_txt=True', + 'save_conf=True', + `project=${customProjectDir}`, + `name=${uniqueName}`, + ], { + cwd: env.VIBEUI_DIR, + stdio: 'inherit', + }) + + return outputPath // contains labels/ folder and predictions +} + + +async function loadClassPositionMap(data: DataYaml, helpers: Helpers): Promise { + try { + + if ( + !data || + typeof data !== 'object' || + !('names' in data) || + typeof data.names !== 'object' || + data.names === null || + Object.keys(data.names).length === 0 + ) { + throw new Error('Invalid data.yaml: "names" field is missing, not an object, or empty'); + } + + const positionMap: ClassPositionMap = { + ControlledByTipper: 50, + ControlledByTipperHigh: 80, + ControlledByTipperLow: 20, + ControlledByTipperMedium: 50, + ControlledByTipperUltrahigh: 95, + Ring1: 30, + Ring2: 40, + Ring3: 50, + Ring4: 60, + Earthquake: 'pattern', + Fireworks: 'pattern', + Pulse: 'pattern', + Wave: 'pattern', + Pause: 0, + RandomTime: 70, + HighLevel: 80, + LowLevel: 20, + MediumLevel: 50, + UltraHighLevel: 95 + }; + + const names = Object.values(data.names); + for (const name of names) { + if (typeof name !== 'string' || name.trim() === '') { + helpers.logger.info(`Skipping invalid class name: ${name}`); + continue; + } + if (!(name in positionMap)) { + helpers.logger.info(`No position mapping for class "${name}", defaulting to 0`); + positionMap[name] = 0; + } + } + + helpers.logger.info(`Loaded class position map: ${JSON.stringify(positionMap)}`); + return positionMap; + } catch (error) { + helpers.logger.error(`Error loading data.yaml: ${error instanceof Error ? error.message : 'Unknown error'}`); + throw error; + } +} + +function generatePatternPositions(startMs: number, durationMs: number, className: string, fps: number): FunscriptAction[] { + const actions: FunscriptAction[] = []; + const frameDurationMs = 1000 / fps; + const totalFrames = Math.floor(durationMs / frameDurationMs); + const intervalMs = 100; + + for (let timeMs = 0; timeMs < durationMs; timeMs += intervalMs) { + const progress = timeMs / durationMs; + let pos = 0; + + switch (className) { + case 'Pulse': + pos = Math.round(50 * Math.sin(progress * 2 * Math.PI)); + break; + case 'Wave': + pos = Math.round(50 + 50 * Math.sin(progress * 2 * Math.PI)); + break; + case 'Fireworks': + pos = Math.random() > 0.5 ? 80 : 0; + break; + case 'Earthquake': + pos = Math.round(90 * Math.sin(progress * 4 * Math.PI) + (Math.random() - 0.5) * 10); + pos = Math.max(0, Math.min(90, pos)); + break; + } + + actions.push({ at: startMs + timeMs, pos }); + } + + return actions; +} + +async function loadVideoMetadata(videoPath: string, helpers: Helpers) { + const { fps, frames: totalFrames } = await ffprobe(videoPath); + helpers.logger.info(`Video metadata: fps=${fps}, frames=${totalFrames}`); + return { fps, totalFrames }; +} + +async function processLabelFiles(labelDir: string, helpers: Helpers, data: DataYaml): Promise { + const labelFiles = (await readdir(labelDir)).filter(file => file.endsWith('.txt')); + const detections: Map = new Map(); + const names = data.names; + + for (const file of labelFiles) { + const match = file.match(/(\d+)\.txt$/); + if (!match) { + helpers.logger.info(`Skipping invalid filename: ${file}`); + continue; + } + const frameIndex = parseInt(match[1], 10); + if (isNaN(frameIndex)) { + helpers.logger.info(`Skipping invalid frame index from filename: ${file}`); + continue; + } + + const content = await readFile(join(labelDir, file), 'utf8'); + const lines = content.trim().split('\n'); + const frameDetections: Detection[] = []; + let maxConfidence = 0; + let selectedClassIndex = -1; + + for (const line of lines) { + const parts = line.trim().split(/\s+/); + if (parts.length < 6) continue; + + const classIndex = parseInt(parts[0], 10); + const confidence = parseFloat(parts[5]); + if (isNaN(classIndex) || isNaN(confidence)) continue; + + if (confidence >= 0.7 && confidence > maxConfidence) { + maxConfidence = confidence; + selectedClassIndex = classIndex; + } + } + + if (maxConfidence > 0) { + const className = (data.names as Record)[selectedClassIndex.toString()]; + if (className) { + frameDetections.push({ startFrame: frameIndex, endFrame: frameIndex, className }); + } + } + + if (frameDetections.length > 0) { + detections.set(frameIndex, frameDetections); + } + } + + // Merge overlapping detections into continuous segments + const detectionSegments: Detection[] = []; + let currentDetection: Detection | null = null; + + for (const [frameIndex, frameDetections] of detections.entries()) { + for (const detection of frameDetections) { + if (!currentDetection || currentDetection.className !== detection.className) { + if (currentDetection) detectionSegments.push(currentDetection); + currentDetection = { ...detection, endFrame: frameIndex }; + } else { + currentDetection.endFrame = frameIndex; + } + } + } + if (currentDetection) detectionSegments.push(currentDetection); + + return detectionSegments; +} + +function generateActions(totalDurationMs: number, fps: number, detectionSegments: Detection[], classPositionMap: ClassPositionMap): FunscriptAction[] { + const intervalMs = 100; + const actions: FunscriptAction[] = []; + + // Generate static position actions + for (let timeMs = 0; timeMs <= totalDurationMs; timeMs += intervalMs) { + const frameIndex = Math.floor((timeMs / 1000) * fps); + let position = 0; + + for (const segment of detectionSegments) { + if (frameIndex >= segment.startFrame && frameIndex <= segment.endFrame) { + const className = segment.className; + if (typeof classPositionMap[className] === 'number') { + position = classPositionMap[className]; + break; + } + } + } + actions.push({ at: timeMs, pos: position }); + } + + // Overlay pattern-based actions + for (const segment of detectionSegments) { + const className = segment.className; + if (classPositionMap[className] === 'pattern') { + const startMs = Math.floor((segment.startFrame / fps) * 1000); + const durationMs = Math.floor(((segment.endFrame - segment.startFrame + 1) / fps) * 1000); + const patternActions = generatePatternPositions(startMs, durationMs, className, fps); + actions.push(...patternActions); + } + } + + // Sort actions by time and remove duplicates + actions.sort((a, b) => a.at - b.at); + const uniqueActions: FunscriptAction[] = []; + let lastTime = -1; + for (const action of actions) { + if (action.at !== lastTime) { + uniqueActions.push(action); + lastTime = action.at; + } + } + + return uniqueActions; +} + +async function writeFunscript(outputPath: string, actions: FunscriptAction[], helpers: Helpers) { + const funscript: Funscript = { version: '1.0', actions }; + await writeFile(outputPath, JSON.stringify(funscript, null, 2)); + helpers.logger.info(`Funscript generated: ${outputPath} (${actions.length} actions)`); +} + + +const createFunscript: Task = async (payload: any, helpers: Helpers) => { + assertPayload(payload); + const { vodId } = payload; + + + + const vod = await prisma.vod.findFirstOrThrow({ where: { id: vodId } }); + await preparePython(helpers) + + if (vod.funscript) { + helpers.logger.info(`Doing nothing-- vod ${vodId} already has a funscript.`); + return; + } + + if (!vod.sourceVideo) { + const msg = `Cannot create funscript: Vod ${vodId} is missing a source video.`; + helpers.logger.warn(msg); + throw new Error(msg); + } + + + + const s3Client = getS3Client(); + const videoFilePath = await getOrDownloadAsset(s3Client, env.S3_BUCKET, vod.sourceVideo); + helpers.logger.info(`Downloaded video to ${videoFilePath}`); + + helpers.logger.info(`Creating funscript for vod ${vodId}...`); + + const predictionOutput = await inference(helpers, videoFilePath); + helpers.logger.info(`prediction output ${predictionOutput}`); + + + const funscriptFilePath = await buildFunscript(helpers, predictionOutput, videoFilePath) + + + const s3Key = `funscripts/${vodId}.funscript`; + const s3Url = await uploadFile(s3Client, env.S3_BUCKET, s3Key, funscriptFilePath, "application/json"); + + helpers.logger.info(`Uploaded funscript to S3: ${s3Url}`); + + await prisma.vod.update({ + where: { id: vodId }, + data: { funscript: s3Key } + }); + + helpers.logger.info(`Funscript saved to database for vod ${vodId}`); +}; + +export default createFunscript; diff --git a/services/our/src/tasks/createHlsPlaylist.ts b/services/our/src/tasks/createHlsPlaylist.ts index e994605..a2ad67d 100644 --- a/services/our/src/tasks/createHlsPlaylist.ts +++ b/services/our/src/tasks/createHlsPlaylist.ts @@ -126,8 +126,6 @@ export async function packageHls( args.push('--segment_duration=2'); // matches Twitch’s chunk size - helpers.logger.info(`PILLS HERE\nPILLS HERE\nPILLS HERE\nPILLS HERE\nPILLS HERE\nPILLS HERE\nPILLS HERE`) - await spawn('packager', args, { stdout: 'inherit', stderr: 'inherit', diff --git a/services/our/src/tasks/createIpfsCid.ts b/services/our/src/tasks/createIpfsCid.ts index 01cd49a..733c9ee 100644 --- a/services/our/src/tasks/createIpfsCid.ts +++ b/services/our/src/tasks/createIpfsCid.ts @@ -1,5 +1,4 @@ import type { Task, Helpers } from "graphile-worker"; -import spawn from 'nano-spawn'; import { PrismaClient } from "../../generated/prisma"; import { withAccelerate } from "@prisma/extension-accelerate"; import { getOrDownloadAsset } from "../utils/cache"; @@ -7,6 +6,7 @@ import { env } from "../config/env"; import { S3Client } from "@aws-sdk/client-s3"; import { getS3Client, uploadFile } from "../utils/s3"; import { nanoid } from "nanoid"; +import { getNanoSpawn } from "../utils/nanoSpawn"; const prisma = new PrismaClient().$extends(withAccelerate()); @@ -30,7 +30,7 @@ async function hash(helpers: Helpers, inputFilePath: string) { throw new Error("inputFilePath is missing"); } - + const spawn = await getNanoSpawn(); const result = await spawn('ipfs', [ 'add', '--cid-version=1', diff --git a/services/our/src/tasks/createVideoThumbnail.ts b/services/our/src/tasks/createVideoThumbnail.ts index e728237..2203467 100644 --- a/services/our/src/tasks/createVideoThumbnail.ts +++ b/services/our/src/tasks/createVideoThumbnail.ts @@ -1,5 +1,4 @@ import type { Task, Helpers } from "graphile-worker"; -import spawn from 'nano-spawn'; import { PrismaClient } from "../../generated/prisma"; import { withAccelerate } from "@prisma/extension-accelerate"; import { getOrDownloadAsset } from "../utils/cache"; @@ -7,6 +6,7 @@ import { env } from "../config/env"; import { S3Client } from "@aws-sdk/client-s3"; import { getS3Client, uploadFile } from "../utils/s3"; import { nanoid } from "nanoid"; +import { getNanoSpawn } from "../utils/nanoSpawn"; const prisma = new PrismaClient().$extends(withAccelerate()); @@ -25,6 +25,7 @@ async function createThumbnail(helpers: Helpers, inputFilePath: string) { const outputFilePath = inputFilePath.replace(/\.[^/.]+$/, '') + '-thumb.png'; + const spawn = await getNanoSpawn(); const result = await spawn('vcsi', [ inputFilePath, '--metadata-position', 'hidden', diff --git a/services/our/src/tasks/getSourceVideo.ts b/services/our/src/tasks/getSourceVideo.ts index c9c6e50..dce72d1 100644 --- a/services/our/src/tasks/getSourceVideo.ts +++ b/services/our/src/tasks/getSourceVideo.ts @@ -6,11 +6,11 @@ import path from "node:path"; import { join } from "node:path"; import { getOrDownloadAsset } from "../utils/cache"; import { env } from "../config/env"; -import spawn from "nano-spawn"; import { nanoid } from "nanoid"; import { uploadFile } from "../utils/s3"; import { S3Client } from "@aws-sdk/client-s3"; import { VodSegment } from "../types"; +import { getNanoSpawn } from "../utils/nanoSpawn"; const prisma = new PrismaClient(); const client = new S3Client({ @@ -92,6 +92,7 @@ async function concatenateSegments( helpers.logger.info(`Concatenating ${concatSpec.files.length} segments`); try { + const spawn = await getNanoSpawn(); const proc = await spawn("ffmpeg", [ "-f", "concat", "-safe", "0", diff --git a/services/our/src/tests/fixtures/data.yaml b/services/our/src/tests/fixtures/data.yaml new file mode 100644 index 0000000..a9b48ca --- /dev/null +++ b/services/our/src/tests/fixtures/data.yaml @@ -0,0 +1,25 @@ +path: /home/cj/Documents/futureporn-monorepo/apps/vibeui/data +train: train/images +val: val/images + +names: + 0: ControlledByTipper + 1: ControlledByTipperHigh + 2: ControlledByTipperLow + 3: ControlledByTipperMedium + 4: ControlledByTipperUltrahigh + 5: Earthquake + 6: Fireworks + 7: HighLevel + 8: LowLevel + 9: MediumLevel + 10: Pause + 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of file diff --git a/services/our/src/tests/fixtures/prediction/labels/10.txt b/services/our/src/tests/fixtures/prediction/labels/10.txt new file mode 100644 index 0000000..b5602a0 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/10.txt @@ -0,0 +1 @@ +53 0.038782 0.087836 0.061486 0.073967 52.052288 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/100.txt b/services/our/src/tests/fixtures/prediction/labels/100.txt new file mode 100644 index 0000000..38dad46 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/100.txt @@ -0,0 +1 @@ +56 0.035719 0.076428 0.052471 0.062387 45.073280 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/101.txt b/services/our/src/tests/fixtures/prediction/labels/101.txt new file mode 100644 index 0000000..689eab7 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/101.txt @@ -0,0 +1 @@ +55 0.035468 0.077997 0.051584 0.064488 45.364609 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/102.txt b/services/our/src/tests/fixtures/prediction/labels/102.txt new file mode 100644 index 0000000..c068591 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/102.txt @@ -0,0 +1 @@ +49 0.037174 0.075309 0.052773 0.061913 42.606949 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/103.txt b/services/our/src/tests/fixtures/prediction/labels/103.txt new file mode 100644 index 0000000..4a7839a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/103.txt @@ -0,0 +1 @@ +49 0.036868 0.075512 0.051822 0.062220 42.845398 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/104.txt b/services/our/src/tests/fixtures/prediction/labels/104.txt new file mode 100644 index 0000000..d5a8317 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/104.txt @@ -0,0 +1 @@ +58 0.033982 0.077916 0.052823 0.061902 49.985241 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/105.txt b/services/our/src/tests/fixtures/prediction/labels/105.txt new file mode 100644 index 0000000..9485f59 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/105.txt @@ -0,0 +1 @@ +55 0.031318 0.063680 0.047338 0.051505 42.080074 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/106.txt b/services/our/src/tests/fixtures/prediction/labels/106.txt new file mode 100644 index 0000000..9eb18ef --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/106.txt @@ -0,0 +1 @@ +49 0.032635 0.051113 0.043934 0.045176 29.531828 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/107.txt b/services/our/src/tests/fixtures/prediction/labels/107.txt new file mode 100644 index 0000000..937f351 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/107.txt @@ -0,0 +1 @@ +59 0.029333 0.040158 0.037184 0.046115 42.523987 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/108.txt b/services/our/src/tests/fixtures/prediction/labels/108.txt new file mode 100644 index 0000000..1538b63 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/108.txt @@ -0,0 +1 @@ +60 0.023820 0.041723 0.024071 0.052091 51.896393 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/109.txt b/services/our/src/tests/fixtures/prediction/labels/109.txt new file mode 100644 index 0000000..edd340f --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/109.txt @@ -0,0 +1 @@ +59 0.028336 0.039560 0.034117 0.048055 45.588940 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/11.txt b/services/our/src/tests/fixtures/prediction/labels/11.txt new file mode 100644 index 0000000..754f960 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/11.txt @@ -0,0 +1 @@ +54 0.040177 0.089766 0.063404 0.075716 52.578529 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/110.txt b/services/our/src/tests/fixtures/prediction/labels/110.txt new file mode 100644 index 0000000..d5e8fe1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/110.txt @@ -0,0 +1 @@ +52 0.030120 0.048511 0.038019 0.047205 38.291862 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/111.txt b/services/our/src/tests/fixtures/prediction/labels/111.txt new file mode 100644 index 0000000..433613d --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/111.txt @@ -0,0 +1 @@ +51 0.028028 0.048727 0.035394 0.045787 41.533302 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/112.txt b/services/our/src/tests/fixtures/prediction/labels/112.txt new file mode 100644 index 0000000..5f7e547 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/112.txt @@ -0,0 +1 @@ +53 0.030124 0.056849 0.042351 0.057114 45.306530 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/113.txt b/services/our/src/tests/fixtures/prediction/labels/113.txt new file mode 100644 index 0000000..5c030d4 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/113.txt @@ -0,0 +1 @@ +53 0.031095 0.054593 0.043671 0.062581 45.146286 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/114.txt b/services/our/src/tests/fixtures/prediction/labels/114.txt new file mode 100644 index 0000000..f86440f --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/114.txt @@ -0,0 +1 @@ +55 0.032167 0.056456 0.045219 0.064320 46.130051 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/115.txt b/services/our/src/tests/fixtures/prediction/labels/115.txt new file mode 100644 index 0000000..ab2b64d --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/115.txt @@ -0,0 +1 @@ +46 0.022684 0.037057 0.020501 0.039577 37.016544 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/116.txt b/services/our/src/tests/fixtures/prediction/labels/116.txt new file mode 100644 index 0000000..4d51bae --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/116.txt @@ -0,0 +1 @@ +44 0.020022 0.036946 0.020763 0.039563 37.264973 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/117.txt b/services/our/src/tests/fixtures/prediction/labels/117.txt new file mode 100644 index 0000000..8807154 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/117.txt @@ -0,0 +1 @@ +46 0.023001 0.038526 0.025594 0.027946 25.011108 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/118.txt b/services/our/src/tests/fixtures/prediction/labels/118.txt new file mode 100644 index 0000000..928fffd --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/118.txt @@ -0,0 +1 @@ +45 0.021071 0.038914 0.026670 0.028368 23.412777 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/119.txt b/services/our/src/tests/fixtures/prediction/labels/119.txt new file mode 100644 index 0000000..4f6551d --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/119.txt @@ -0,0 +1 @@ +34 0.022739 0.043524 0.029497 0.030117 21.047352 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/12.txt b/services/our/src/tests/fixtures/prediction/labels/12.txt new file mode 100644 index 0000000..a8d92d2 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/12.txt @@ -0,0 +1 @@ +54 0.038738 0.088193 0.061146 0.073904 52.342270 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/120.txt b/services/our/src/tests/fixtures/prediction/labels/120.txt new file mode 100644 index 0000000..2c3ce39 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/120.txt @@ -0,0 +1 @@ +33 0.023468 0.047506 0.032993 0.033216 22.122324 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/121.txt b/services/our/src/tests/fixtures/prediction/labels/121.txt new file mode 100644 index 0000000..da79eb3 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/121.txt @@ -0,0 +1 @@ +29 0.024802 0.050099 0.036248 0.036333 23.996782 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/122.txt b/services/our/src/tests/fixtures/prediction/labels/122.txt new file mode 100644 index 0000000..59d654b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/122.txt @@ -0,0 +1 @@ +27 0.026263 0.054922 0.039299 0.039462 25.030342 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/123.txt b/services/our/src/tests/fixtures/prediction/labels/123.txt new file mode 100644 index 0000000..c53b1bb --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/123.txt @@ -0,0 +1 @@ +27 0.027968 0.059208 0.042927 0.041978 26.387854 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/124.txt b/services/our/src/tests/fixtures/prediction/labels/124.txt new file mode 100644 index 0000000..c42c9f1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/124.txt @@ -0,0 +1 @@ +27 0.026905 0.057451 0.040628 0.041066 26.058964 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/125.txt b/services/our/src/tests/fixtures/prediction/labels/125.txt new file mode 100644 index 0000000..64969f2 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/125.txt @@ -0,0 +1 @@ +28 0.027567 0.057046 0.041958 0.042930 27.190252 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/126.txt b/services/our/src/tests/fixtures/prediction/labels/126.txt new file mode 100644 index 0000000..4131868 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/126.txt @@ -0,0 +1 @@ +28 0.027424 0.058000 0.041726 0.043075 27.314507 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/127.txt b/services/our/src/tests/fixtures/prediction/labels/127.txt new file mode 100644 index 0000000..b21cfc1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/127.txt @@ -0,0 +1 @@ +28 0.027354 0.059303 0.041741 0.043003 27.271029 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/128.txt b/services/our/src/tests/fixtures/prediction/labels/128.txt new file mode 100644 index 0000000..fee2376 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/128.txt @@ -0,0 +1 @@ +28 0.027216 0.060089 0.041448 0.042873 27.201962 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/129.txt b/services/our/src/tests/fixtures/prediction/labels/129.txt new file mode 100644 index 0000000..9cbbd6f --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/129.txt @@ -0,0 +1 @@ +28 0.027259 0.059818 0.041481 0.042875 27.166683 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/13.txt b/services/our/src/tests/fixtures/prediction/labels/13.txt new file mode 100644 index 0000000..dd3f9c0 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/13.txt @@ -0,0 +1 @@ +55 0.038905 0.088440 0.061114 0.074878 52.844406 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/130.txt b/services/our/src/tests/fixtures/prediction/labels/130.txt new file mode 100644 index 0000000..32bf287 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/130.txt @@ -0,0 +1 @@ +28 0.027364 0.058919 0.041654 0.043002 27.260029 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/131.txt b/services/our/src/tests/fixtures/prediction/labels/131.txt new file mode 100644 index 0000000..c324648 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/131.txt @@ -0,0 +1 @@ +28 0.027422 0.059680 0.041713 0.043012 27.289568 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/132.txt b/services/our/src/tests/fixtures/prediction/labels/132.txt new file mode 100644 index 0000000..641675b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/132.txt @@ -0,0 +1 @@ +28 0.027505 0.060784 0.041890 0.042989 27.195068 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/133.txt b/services/our/src/tests/fixtures/prediction/labels/133.txt new file mode 100644 index 0000000..cfad7df --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/133.txt @@ -0,0 +1 @@ +28 0.027367 0.061949 0.041727 0.043011 27.209845 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/134.txt b/services/our/src/tests/fixtures/prediction/labels/134.txt new file mode 100644 index 0000000..86f5737 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/134.txt @@ -0,0 +1 @@ +28 0.027787 0.063247 0.042555 0.043069 27.263746 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/135.txt b/services/our/src/tests/fixtures/prediction/labels/135.txt new file mode 100644 index 0000000..fa9b794 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/135.txt @@ -0,0 +1 @@ +31 0.029057 0.066847 0.045142 0.044002 27.712589 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/136.txt b/services/our/src/tests/fixtures/prediction/labels/136.txt new file mode 100644 index 0000000..a8cbcb8 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/136.txt @@ -0,0 +1 @@ +47 0.038125 0.073041 0.063277 0.069168 46.141243 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/137.txt b/services/our/src/tests/fixtures/prediction/labels/137.txt new file mode 100644 index 0000000..89cdeb6 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/137.txt @@ -0,0 +1 @@ +48 0.038465 0.077648 0.063928 0.070589 47.159187 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/138.txt b/services/our/src/tests/fixtures/prediction/labels/138.txt new file mode 100644 index 0000000..3af86a1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/138.txt @@ -0,0 +1 @@ +48 0.038857 0.077233 0.064686 0.071919 47.977119 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/139.txt b/services/our/src/tests/fixtures/prediction/labels/139.txt new file mode 100644 index 0000000..a859b20 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/139.txt @@ -0,0 +1 @@ +49 0.039132 0.078201 0.065272 0.072841 48.427032 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/14.txt b/services/our/src/tests/fixtures/prediction/labels/14.txt new file mode 100644 index 0000000..59ef193 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/14.txt @@ -0,0 +1 @@ +56 0.041007 0.094351 0.065533 0.077863 53.407448 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/140.txt b/services/our/src/tests/fixtures/prediction/labels/140.txt new file mode 100644 index 0000000..7a926ff --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/140.txt @@ -0,0 +1 @@ +49 0.039132 0.079005 0.065348 0.073051 48.494751 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/141.txt b/services/our/src/tests/fixtures/prediction/labels/141.txt new file mode 100644 index 0000000..910fd58 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/141.txt @@ -0,0 +1 @@ +48 0.039090 0.075240 0.065312 0.072294 47.814663 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/142.txt b/services/our/src/tests/fixtures/prediction/labels/142.txt new file mode 100644 index 0000000..9f25805 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/142.txt @@ -0,0 +1 @@ +48 0.039028 0.076693 0.065173 0.072094 47.912033 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/143.txt b/services/our/src/tests/fixtures/prediction/labels/143.txt new file mode 100644 index 0000000..3432488 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/143.txt @@ -0,0 +1 @@ +48 0.038899 0.073056 0.064984 0.071549 47.317184 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/144.txt b/services/our/src/tests/fixtures/prediction/labels/144.txt new file mode 100644 index 0000000..1c31a49 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/144.txt @@ -0,0 +1 @@ +47 0.038281 0.067039 0.063682 0.068646 45.645699 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/145.txt b/services/our/src/tests/fixtures/prediction/labels/145.txt new file mode 100644 index 0000000..949a350 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/145.txt @@ -0,0 +1 @@ +47 0.037488 0.066094 0.062121 0.068092 46.430637 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/146.txt b/services/our/src/tests/fixtures/prediction/labels/146.txt new file mode 100644 index 0000000..e5aa4dc --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/146.txt @@ -0,0 +1 @@ +43 0.036806 0.065111 0.060806 0.064199 42.797428 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/147.txt b/services/our/src/tests/fixtures/prediction/labels/147.txt new file mode 100644 index 0000000..4903cfd --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/147.txt @@ -0,0 +1 @@ +43 0.036809 0.068780 0.060680 0.063662 42.322411 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/148.txt b/services/our/src/tests/fixtures/prediction/labels/148.txt new file mode 100644 index 0000000..ac3a9f3 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/148.txt @@ -0,0 +1 @@ +41 0.036440 0.072136 0.059879 0.061923 40.799137 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/149.txt b/services/our/src/tests/fixtures/prediction/labels/149.txt new file mode 100644 index 0000000..7a14ba6 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/149.txt @@ -0,0 +1 @@ +48 0.036187 0.067445 0.056100 0.063240 44.677353 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/15.txt b/services/our/src/tests/fixtures/prediction/labels/15.txt new file mode 100644 index 0000000..ddeebd0 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/15.txt @@ -0,0 +1 @@ +55 0.040299 0.095144 0.065489 0.078165 53.380753 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/16.txt b/services/our/src/tests/fixtures/prediction/labels/16.txt new file mode 100644 index 0000000..fea4b94 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/16.txt @@ -0,0 +1 @@ +55 0.040405 0.097322 0.066765 0.079255 53.374428 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/17.txt b/services/our/src/tests/fixtures/prediction/labels/17.txt new file mode 100644 index 0000000..2735d71 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/17.txt @@ -0,0 +1 @@ +55 0.038764 0.090667 0.063157 0.076659 53.355133 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/18.txt b/services/our/src/tests/fixtures/prediction/labels/18.txt new file mode 100644 index 0000000..00b1802 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/18.txt @@ -0,0 +1 @@ +53 0.038673 0.089891 0.063106 0.076448 53.004646 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/19.txt b/services/our/src/tests/fixtures/prediction/labels/19.txt new file mode 100644 index 0000000..1b5cf50 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/19.txt @@ -0,0 +1 @@ +53 0.038899 0.091212 0.063614 0.076383 52.351440 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/2.txt b/services/our/src/tests/fixtures/prediction/labels/2.txt new file mode 100644 index 0000000..9a2b904 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/2.txt @@ -0,0 +1 @@ +54 0.038586 0.088787 0.063747 0.075643 53.104782 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/20.txt b/services/our/src/tests/fixtures/prediction/labels/20.txt new file mode 100644 index 0000000..9a91d09 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/20.txt @@ -0,0 +1 @@ +53 0.037872 0.087844 0.061520 0.075063 52.219879 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/21.txt b/services/our/src/tests/fixtures/prediction/labels/21.txt new file mode 100644 index 0000000..9d617e3 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/21.txt @@ -0,0 +1 @@ +50 0.037195 0.086863 0.060343 0.073201 50.691704 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/22.txt b/services/our/src/tests/fixtures/prediction/labels/22.txt new file mode 100644 index 0000000..20fb9a6 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/22.txt @@ -0,0 +1 @@ +53 0.038759 0.092685 0.063432 0.076361 52.002579 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/23.txt b/services/our/src/tests/fixtures/prediction/labels/23.txt new file mode 100644 index 0000000..cbebb54 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/23.txt @@ -0,0 +1 @@ +52 0.040353 0.090205 0.065287 0.077373 51.746628 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/24.txt b/services/our/src/tests/fixtures/prediction/labels/24.txt new file mode 100644 index 0000000..0473012 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/24.txt @@ -0,0 +1 @@ +52 0.040583 0.091694 0.066280 0.077802 51.581718 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/25.txt b/services/our/src/tests/fixtures/prediction/labels/25.txt new file mode 100644 index 0000000..6efe144 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/25.txt @@ -0,0 +1 @@ +49 0.041297 0.094172 0.067527 0.076987 50.565460 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/26.txt b/services/our/src/tests/fixtures/prediction/labels/26.txt new file mode 100644 index 0000000..411ea8a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/26.txt @@ -0,0 +1 @@ +50 0.040312 0.090680 0.065473 0.075966 50.742157 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/27.txt b/services/our/src/tests/fixtures/prediction/labels/27.txt new file mode 100644 index 0000000..458492e --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/27.txt @@ -0,0 +1 @@ +50 0.039734 0.092913 0.064935 0.076198 50.960922 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/28.txt b/services/our/src/tests/fixtures/prediction/labels/28.txt new file mode 100644 index 0000000..8608d0b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/28.txt @@ -0,0 +1 @@ +48 0.040137 0.089994 0.065064 0.074114 49.276997 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/29.txt b/services/our/src/tests/fixtures/prediction/labels/29.txt new file mode 100644 index 0000000..95eb993 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/29.txt @@ -0,0 +1 @@ +47 0.040732 0.094854 0.067243 0.076296 49.356400 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/3.txt b/services/our/src/tests/fixtures/prediction/labels/3.txt new file mode 100644 index 0000000..1bb0c4a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/3.txt @@ -0,0 +1 @@ +54 0.038630 0.087661 0.063683 0.075626 52.907776 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/30.txt b/services/our/src/tests/fixtures/prediction/labels/30.txt new file mode 100644 index 0000000..0782515 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/30.txt @@ -0,0 +1 @@ +48 0.041461 0.093046 0.068027 0.076524 49.280266 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/31.txt b/services/our/src/tests/fixtures/prediction/labels/31.txt new file mode 100644 index 0000000..7b30659 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/31.txt @@ -0,0 +1 @@ +46 0.040502 0.082802 0.064679 0.074476 48.285706 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/32.txt b/services/our/src/tests/fixtures/prediction/labels/32.txt new file mode 100644 index 0000000..ea5376b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/32.txt @@ -0,0 +1 @@ +48 0.040258 0.083422 0.064046 0.075326 49.381264 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/33.txt b/services/our/src/tests/fixtures/prediction/labels/33.txt new file mode 100644 index 0000000..61e917f --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/33.txt @@ -0,0 +1 @@ +48 0.040601 0.090676 0.066223 0.076538 49.821045 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/34.txt b/services/our/src/tests/fixtures/prediction/labels/34.txt new file mode 100644 index 0000000..0123411 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/34.txt @@ -0,0 +1 @@ +46 0.039033 0.083210 0.063061 0.073626 48.440258 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/35.txt b/services/our/src/tests/fixtures/prediction/labels/35.txt new file mode 100644 index 0000000..4d3ddb1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/35.txt @@ -0,0 +1 @@ +43 0.032891 0.045700 0.029322 0.035714 35.217300 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/36.txt b/services/our/src/tests/fixtures/prediction/labels/36.txt new file mode 100644 index 0000000..2cb5cb0 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/36.txt @@ -0,0 +1 @@ +50 0.041740 0.059307 0.038156 0.048756 40.737473 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/37.txt b/services/our/src/tests/fixtures/prediction/labels/37.txt new file mode 100644 index 0000000..d895592 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/37.txt @@ -0,0 +1 @@ +51 0.043773 0.062391 0.039251 0.053317 44.349907 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/38.txt b/services/our/src/tests/fixtures/prediction/labels/38.txt new file mode 100644 index 0000000..0aede67 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/38.txt @@ -0,0 +1 @@ +50 0.044851 0.059177 0.037444 0.047610 41.626480 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/39.txt b/services/our/src/tests/fixtures/prediction/labels/39.txt new file mode 100644 index 0000000..82fdf32 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/39.txt @@ -0,0 +1 @@ +49 0.043650 0.054320 0.035061 0.041959 39.615734 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/4.txt b/services/our/src/tests/fixtures/prediction/labels/4.txt new file mode 100644 index 0000000..e64aaf5 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/4.txt @@ -0,0 +1 @@ +55 0.039047 0.089085 0.064675 0.076483 53.375942 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/40.txt b/services/our/src/tests/fixtures/prediction/labels/40.txt new file mode 100644 index 0000000..da8a00b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/40.txt @@ -0,0 +1 @@ +52 0.047915 0.067200 0.042890 0.058544 45.186440 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/41.txt b/services/our/src/tests/fixtures/prediction/labels/41.txt new file mode 100644 index 0000000..7d1dba8 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/41.txt @@ -0,0 +1 @@ +52 0.047528 0.066358 0.042432 0.058007 44.913727 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/42.txt b/services/our/src/tests/fixtures/prediction/labels/42.txt new file mode 100644 index 0000000..eaa1cb1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/42.txt @@ -0,0 +1 @@ +52 0.041072 0.056998 0.035125 0.052732 44.344086 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/43.txt b/services/our/src/tests/fixtures/prediction/labels/43.txt new file mode 100644 index 0000000..cc1241e --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/43.txt @@ -0,0 +1 @@ +51 0.043158 0.061411 0.039824 0.057852 44.955292 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/44.txt b/services/our/src/tests/fixtures/prediction/labels/44.txt new file mode 100644 index 0000000..12f1502 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/44.txt @@ -0,0 +1 @@ +48 0.039598 0.052803 0.031997 0.049200 40.695629 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/45.txt b/services/our/src/tests/fixtures/prediction/labels/45.txt new file mode 100644 index 0000000..83a8aad --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/45.txt @@ -0,0 +1 @@ +48 0.038581 0.050030 0.030199 0.045505 40.698929 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/46.txt b/services/our/src/tests/fixtures/prediction/labels/46.txt new file mode 100644 index 0000000..6dfeb40 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/46.txt @@ -0,0 +1 @@ +41 0.036938 0.043018 0.028460 0.033426 32.071121 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/47.txt b/services/our/src/tests/fixtures/prediction/labels/47.txt new file mode 100644 index 0000000..9deee52 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/47.txt @@ -0,0 +1 @@ +40 0.036963 0.042987 0.028471 0.033255 31.860889 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/48.txt b/services/our/src/tests/fixtures/prediction/labels/48.txt new file mode 100644 index 0000000..864857a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/48.txt @@ -0,0 +1 @@ +36 0.042042 0.054596 0.038157 0.050414 32.152676 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/49.txt b/services/our/src/tests/fixtures/prediction/labels/49.txt new file mode 100644 index 0000000..8462647 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/49.txt @@ -0,0 +1 @@ +36 0.042830 0.055505 0.039300 0.051146 32.325150 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/5.txt b/services/our/src/tests/fixtures/prediction/labels/5.txt new file mode 100644 index 0000000..1499d38 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/5.txt @@ -0,0 +1 @@ +53 0.039289 0.088586 0.064755 0.075773 52.296677 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/50.txt b/services/our/src/tests/fixtures/prediction/labels/50.txt new file mode 100644 index 0000000..1864c11 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/50.txt @@ -0,0 +1 @@ +39 0.041617 0.047316 0.032837 0.037152 32.227730 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/51.txt b/services/our/src/tests/fixtures/prediction/labels/51.txt new file mode 100644 index 0000000..67dfaf5 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/51.txt @@ -0,0 +1 @@ +39 0.041716 0.047384 0.032923 0.037170 32.099144 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/52.txt b/services/our/src/tests/fixtures/prediction/labels/52.txt new file mode 100644 index 0000000..9770109 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/52.txt @@ -0,0 +1 @@ +39 0.036623 0.042752 0.029092 0.031746 31.368042 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/53.txt b/services/our/src/tests/fixtures/prediction/labels/53.txt new file mode 100644 index 0000000..a0aea58 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/53.txt @@ -0,0 +1 @@ +39 0.036620 0.042687 0.029048 0.031663 31.362764 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/54.txt b/services/our/src/tests/fixtures/prediction/labels/54.txt new file mode 100644 index 0000000..d11e013 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/54.txt @@ -0,0 +1 @@ +41 0.038580 0.054718 0.037448 0.051601 35.002811 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/55.txt b/services/our/src/tests/fixtures/prediction/labels/55.txt new file mode 100644 index 0000000..7655d83 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/55.txt @@ -0,0 +1 @@ +41 0.037821 0.054225 0.036801 0.051092 34.945328 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/56.txt b/services/our/src/tests/fixtures/prediction/labels/56.txt new file mode 100644 index 0000000..a7fb0ef --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/56.txt @@ -0,0 +1 @@ +48 0.034458 0.054829 0.035582 0.055812 40.425453 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/57.txt b/services/our/src/tests/fixtures/prediction/labels/57.txt new file mode 100644 index 0000000..015255f --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/57.txt @@ -0,0 +1 @@ +48 0.034686 0.054091 0.035186 0.054277 40.062107 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/58.txt b/services/our/src/tests/fixtures/prediction/labels/58.txt new file mode 100644 index 0000000..14426b9 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/58.txt @@ -0,0 +1 @@ +57 0.038837 0.082894 0.062552 0.069445 51.872215 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/59.txt b/services/our/src/tests/fixtures/prediction/labels/59.txt new file mode 100644 index 0000000..685a8f1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/59.txt @@ -0,0 +1 @@ +32 0.022999 0.043750 0.022722 0.048968 31.945200 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/6.txt b/services/our/src/tests/fixtures/prediction/labels/6.txt new file mode 100644 index 0000000..7e83cb9 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/6.txt @@ -0,0 +1 @@ +54 0.040092 0.091829 0.066258 0.077107 52.671627 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/60.txt b/services/our/src/tests/fixtures/prediction/labels/60.txt new file mode 100644 index 0000000..f405358 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/60.txt @@ -0,0 +1 @@ +41 0.026247 0.049599 0.024864 0.050194 36.840691 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/61.txt b/services/our/src/tests/fixtures/prediction/labels/61.txt new file mode 100644 index 0000000..3baa9e3 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/61.txt @@ -0,0 +1 @@ +66 0.022907 0.039306 0.022662 0.046313 48.672504 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/62.txt b/services/our/src/tests/fixtures/prediction/labels/62.txt new file mode 100644 index 0000000..7d0d892 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/62.txt @@ -0,0 +1 @@ +57 0.039894 0.090226 0.061569 0.068168 51.285439 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/63.txt b/services/our/src/tests/fixtures/prediction/labels/63.txt new file mode 100644 index 0000000..9d3b156 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/63.txt @@ -0,0 +1 @@ +54 0.048924 0.091334 0.059758 0.067995 50.548450 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/64.txt b/services/our/src/tests/fixtures/prediction/labels/64.txt new file mode 100644 index 0000000..3b71f65 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/64.txt @@ -0,0 +1 @@ +58 0.039831 0.087696 0.062446 0.068166 53.084751 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/65.txt b/services/our/src/tests/fixtures/prediction/labels/65.txt new file mode 100644 index 0000000..db561b8 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/65.txt @@ -0,0 +1 @@ +58 0.040612 0.090068 0.065153 0.071738 54.392399 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/66.txt b/services/our/src/tests/fixtures/prediction/labels/66.txt new file mode 100644 index 0000000..2cb3e26 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/66.txt @@ -0,0 +1 @@ +60 0.041616 0.093175 0.065634 0.073091 55.869972 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/67.txt b/services/our/src/tests/fixtures/prediction/labels/67.txt new file mode 100644 index 0000000..b418ac6 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/67.txt @@ -0,0 +1 @@ +56 0.040496 0.086040 0.062963 0.069799 53.591637 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/68.txt b/services/our/src/tests/fixtures/prediction/labels/68.txt new file mode 100644 index 0000000..2e7ee85 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/68.txt @@ -0,0 +1 @@ +59 0.041022 0.083298 0.064152 0.072956 55.851673 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/69.txt b/services/our/src/tests/fixtures/prediction/labels/69.txt new file mode 100644 index 0000000..ce017be --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/69.txt @@ -0,0 +1 @@ +62 0.043478 0.091953 0.069978 0.079008 58.172695 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/7.txt b/services/our/src/tests/fixtures/prediction/labels/7.txt new file mode 100644 index 0000000..6016a81 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/7.txt @@ -0,0 +1 @@ +55 0.039878 0.092010 0.065897 0.077365 53.188076 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/70.txt b/services/our/src/tests/fixtures/prediction/labels/70.txt new file mode 100644 index 0000000..492af89 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/70.txt @@ -0,0 +1 @@ +53 0.034369 0.058474 0.056676 0.065891 48.764679 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/71.txt b/services/our/src/tests/fixtures/prediction/labels/71.txt new file mode 100644 index 0000000..d3200f5 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/71.txt @@ -0,0 +1 @@ +54 0.034419 0.063677 0.056727 0.065873 48.853603 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/72.txt b/services/our/src/tests/fixtures/prediction/labels/72.txt new file mode 100644 index 0000000..cdbbd9a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/72.txt @@ -0,0 +1 @@ +53 0.034378 0.063580 0.056653 0.065783 48.770065 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/73.txt b/services/our/src/tests/fixtures/prediction/labels/73.txt new file mode 100644 index 0000000..00696ad --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/73.txt @@ -0,0 +1 @@ +54 0.034456 0.063362 0.056788 0.065928 48.954887 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/74.txt b/services/our/src/tests/fixtures/prediction/labels/74.txt new file mode 100644 index 0000000..ec57a03 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/74.txt @@ -0,0 +1 @@ +54 0.034375 0.059440 0.056584 0.065834 48.820354 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/75.txt b/services/our/src/tests/fixtures/prediction/labels/75.txt new file mode 100644 index 0000000..ccea3bd --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/75.txt @@ -0,0 +1 @@ +54 0.034421 0.059616 0.056723 0.066008 48.958206 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/76.txt b/services/our/src/tests/fixtures/prediction/labels/76.txt new file mode 100644 index 0000000..4c9e2ed --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/76.txt @@ -0,0 +1 @@ +54 0.034434 0.059725 0.056748 0.066033 48.979515 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/77.txt b/services/our/src/tests/fixtures/prediction/labels/77.txt new file mode 100644 index 0000000..f72eaf4 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/77.txt @@ -0,0 +1 @@ +54 0.034548 0.054414 0.057141 0.066319 49.319530 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/78.txt b/services/our/src/tests/fixtures/prediction/labels/78.txt new file mode 100644 index 0000000..8c5635e --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/78.txt @@ -0,0 +1 @@ +54 0.034338 0.052701 0.056745 0.066531 49.484806 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/79.txt b/services/our/src/tests/fixtures/prediction/labels/79.txt new file mode 100644 index 0000000..758062c --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/79.txt @@ -0,0 +1 @@ +54 0.034612 0.054135 0.057341 0.066714 49.643581 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/8.txt b/services/our/src/tests/fixtures/prediction/labels/8.txt new file mode 100644 index 0000000..4b37b3b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/8.txt @@ -0,0 +1 @@ +52 0.039667 0.088961 0.064458 0.075846 52.022839 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/80.txt b/services/our/src/tests/fixtures/prediction/labels/80.txt new file mode 100644 index 0000000..3ae0bef --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/80.txt @@ -0,0 +1 @@ +54 0.034607 0.054053 0.057334 0.066706 49.647636 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/81.txt b/services/our/src/tests/fixtures/prediction/labels/81.txt new file mode 100644 index 0000000..02a32d1 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/81.txt @@ -0,0 +1 @@ +54 0.034249 0.053221 0.056632 0.066137 49.059483 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/82.txt b/services/our/src/tests/fixtures/prediction/labels/82.txt new file mode 100644 index 0000000..9426df9 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/82.txt @@ -0,0 +1 @@ +54 0.034260 0.053261 0.056656 0.066161 49.091011 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/83.txt b/services/our/src/tests/fixtures/prediction/labels/83.txt new file mode 100644 index 0000000..be803d0 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/83.txt @@ -0,0 +1 @@ +46 0.035543 0.078270 0.053312 0.060655 39.456207 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/84.txt b/services/our/src/tests/fixtures/prediction/labels/84.txt new file mode 100644 index 0000000..a16151d --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/84.txt @@ -0,0 +1 @@ +47 0.035702 0.079416 0.054139 0.061860 40.916161 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/85.txt b/services/our/src/tests/fixtures/prediction/labels/85.txt new file mode 100644 index 0000000..802f54d --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/85.txt @@ -0,0 +1 @@ +44 0.035436 0.079698 0.053465 0.059294 37.065166 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/86.txt b/services/our/src/tests/fixtures/prediction/labels/86.txt new file mode 100644 index 0000000..3cb891b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/86.txt @@ -0,0 +1 @@ +39 0.034088 0.075423 0.050748 0.055254 32.651058 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/87.txt b/services/our/src/tests/fixtures/prediction/labels/87.txt new file mode 100644 index 0000000..ecabf64 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/87.txt @@ -0,0 +1 @@ +39 0.032986 0.070509 0.048970 0.054720 32.961876 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/88.txt b/services/our/src/tests/fixtures/prediction/labels/88.txt new file mode 100644 index 0000000..2c81227 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/88.txt @@ -0,0 +1 @@ +34 0.032306 0.068780 0.047561 0.052743 30.510756 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/89.txt b/services/our/src/tests/fixtures/prediction/labels/89.txt new file mode 100644 index 0000000..92fcf70 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/89.txt @@ -0,0 +1 @@ +33 0.031765 0.067288 0.046688 0.050976 29.676157 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/9.txt b/services/our/src/tests/fixtures/prediction/labels/9.txt new file mode 100644 index 0000000..63a0b1c --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/9.txt @@ -0,0 +1 @@ +53 0.039416 0.087546 0.062930 0.075004 51.850227 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/90.txt b/services/our/src/tests/fixtures/prediction/labels/90.txt new file mode 100644 index 0000000..dadb00a --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/90.txt @@ -0,0 +1 @@ +32 0.032639 0.069295 0.046686 0.049750 28.727793 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/91.txt b/services/our/src/tests/fixtures/prediction/labels/91.txt new file mode 100644 index 0000000..4a1e1b3 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/91.txt @@ -0,0 +1 @@ +34 0.032972 0.061634 0.045092 0.051609 29.038794 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/92.txt b/services/our/src/tests/fixtures/prediction/labels/92.txt new file mode 100644 index 0000000..956e47b --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/92.txt @@ -0,0 +1 @@ +34 0.034734 0.065177 0.044635 0.050590 28.128407 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/93.txt b/services/our/src/tests/fixtures/prediction/labels/93.txt new file mode 100644 index 0000000..92df475 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/93.txt @@ -0,0 +1 @@ +34 0.032320 0.056962 0.042639 0.047532 27.319426 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/94.txt b/services/our/src/tests/fixtures/prediction/labels/94.txt new file mode 100644 index 0000000..9ac2a36 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/94.txt @@ -0,0 +1 @@ +36 0.031656 0.055654 0.040966 0.049437 28.343576 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/95.txt b/services/our/src/tests/fixtures/prediction/labels/95.txt new file mode 100644 index 0000000..4546e86 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/95.txt @@ -0,0 +1 @@ +34 0.031890 0.055906 0.042168 0.049285 28.531000 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/96.txt b/services/our/src/tests/fixtures/prediction/labels/96.txt new file mode 100644 index 0000000..1d3e469 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/96.txt @@ -0,0 +1 @@ +32 0.034397 0.063852 0.044452 0.051638 29.653748 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/97.txt b/services/our/src/tests/fixtures/prediction/labels/97.txt new file mode 100644 index 0000000..b57ac97 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/97.txt @@ -0,0 +1 @@ +32 0.035273 0.066313 0.045359 0.051649 29.548565 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/98.txt b/services/our/src/tests/fixtures/prediction/labels/98.txt new file mode 100644 index 0000000..fed89b6 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/98.txt @@ -0,0 +1 @@ +36 0.035006 0.063150 0.044154 0.051334 30.672239 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/prediction/labels/99.txt b/services/our/src/tests/fixtures/prediction/labels/99.txt new file mode 100644 index 0000000..1619706 --- /dev/null +++ b/services/our/src/tests/fixtures/prediction/labels/99.txt @@ -0,0 +1 @@ +61 0.035569 0.067777 0.045799 0.061890 44.171967 \ No newline at end of file diff --git a/services/our/src/tests/fixtures/sample.mp4 b/services/our/src/tests/fixtures/sample.mp4 new file mode 100644 index 0000000..84fbb4a Binary files /dev/null and b/services/our/src/tests/fixtures/sample.mp4 differ diff --git a/services/our/src/tests/funscripts.integration.test.ts b/services/our/src/tests/funscripts.integration.test.ts new file mode 100644 index 0000000..37ca9cd --- /dev/null +++ b/services/our/src/tests/funscripts.integration.test.ts @@ -0,0 +1,47 @@ +// funscripts.integration.ts +import { describe, it, expect, vi, beforeEach, afterEach, beforeAll } from 'vitest'; +import { + buildFunscript, +} from '../utils/funscripts'; +import { readFile, mkdir, rm } from 'fs-extra'; +import { join } from 'node:path'; +import { tmpdir } from 'node:os'; + + +// Integration test (no mocks) +describe('[integration] buildFunscript', () => { + const TMP_DIR = join(tmpdir(), 'funscript-test'); + + beforeAll(() => { + vi.doUnmock('fs-extra'); + }); + + beforeEach(async () => { + await mkdir(TMP_DIR, { recursive: true }); + }); + + afterEach(async () => { + await rm(TMP_DIR, { recursive: true, force: true }); + }); + + it('builds a full funscript from mock data', async () => { + // Provide paths to real or fixture data. + const predictionOutput = join(__dirname, 'fixtures', 'prediction'); + const videoPath = join(__dirname, 'fixtures', 'sample.mp4'); + const dataYamlPath = join(__dirname, 'fixtures', 'data.yaml'); + + const outputPath = await buildFunscript(dataYamlPath, predictionOutput, videoPath); + console.log(`built funscript at ${outputPath}`) + + + const content = JSON.parse(await readFile(outputPath, 'utf8') as string); + + expect(content).toHaveProperty('version', '1.0'); + expect(Array.isArray(content.actions)).toBe(true); + + const allPosZero = content.actions.every((a: any) => a.pos === 0); + expect(allPosZero).toBe(false); // if this fails, it means the funscript did not generate position values that map to the various detected classes + + expect(content.actions.length).toBeGreaterThan(0); + }, 30_000); +}); diff --git a/services/our/src/tests/funscripts.unit.test.ts b/services/our/src/tests/funscripts.unit.test.ts new file mode 100644 index 0000000..8901e82 --- /dev/null +++ b/services/our/src/tests/funscripts.unit.test.ts @@ -0,0 +1,93 @@ +// funscripts.unit.ts +import { describe, it, expect, vi, beforeEach, afterEach, beforeAll } from 'vitest'; +import { + loadClassPositionMap, + generatePatternPositions, + generateActions, + writeFunscript, + buildFunscript, + type FunscriptAction, + type DataYaml, + type Detection, + type ClassPositionMap, +} from '../utils/funscripts'; +import { writeJson, readFile } from 'fs-extra'; +import { join } from 'node:path'; +import { tmpdir } from 'node:os'; +import { mkdir, rm } from 'node:fs/promises'; + +vi.mock('fs-extra', async () => { + const actual = await vi.importActual('fs-extra'); + return { + ...actual, + writeJson: vi.fn(), + readFile: vi.fn(), + }; +}); + +const mockedWriteJson = vi.mocked(writeJson); + + + + +describe('funscript utils', () => { + describe('loadClassPositionMap', () => { + it('maps known and unknown class names correctly', async () => { + const data: DataYaml = { + names: { '0': 'RespondingTo', '1': 'UnknownClass' }, + path: '', + train: '', + val: '' + }; + const result = await loadClassPositionMap(data); + expect(result.RespondingTo).toBe(5); + expect(result.UnknownClass).toBe(0); + }); + }); + + describe('generatePatternPositions', () => { + it('generates wave pattern correctly', () => { + const actions = generatePatternPositions(0, 1000, 'Wave', 30); + expect(actions.length).toBeGreaterThan(0); + expect(actions.some(a => a.pos > 0)).toBe(true); + }); + }); + + describe('generateActions', () => { + const mockSegments: Detection[] = [ + { startFrame: 0, endFrame: 29, className: 'LowLevel' }, + { startFrame: 30, endFrame: 59, className: 'Wave' } + ]; + + const classMap: ClassPositionMap = { + LowLevel: 20, + Wave: 'pattern', + }; + + + it('generates both static and pattern-based actions', () => { + const actions = generateActions(2000, 30, mockSegments, classMap); + const waveActions = actions.filter(a => a.pos !== 20); + expect(actions.length).toBeGreaterThan(0); + expect(waveActions.length).toBeGreaterThan(0); + }); + }); + + describe('writeFunscript', () => { + it('writes a JSON funscript to disk', async () => { + const actions: FunscriptAction[] = [ + { at: 0, pos: 20 }, + { at: 100, pos: 30 } + ]; + + const outputPath = '/fake/path.funscript'; + mockedWriteJson.mockResolvedValue(undefined); + + await writeFunscript(outputPath, actions); + expect(mockedWriteJson).toHaveBeenCalledWith( + outputPath, + { version: '1.0', actions } + ); + }); + }); +}); diff --git a/services/our/src/tests/vibeui.spec.ts b/services/our/src/tests/vibeui.spec.ts new file mode 100644 index 0000000..a0c4670 --- /dev/null +++ b/services/our/src/tests/vibeui.spec.ts @@ -0,0 +1,125 @@ +import { describe, it, expect, beforeAll, afterAll, beforeEach, vi, type Mock } from 'vitest'; +import { vibeuiInference, processLabelFiles } from '../utils/vibeui'; +import { resolve, join } from 'node:path'; +import { readdir, readFile, rm } from 'node:fs/promises'; +import { DataYaml } from '../utils/funscripts'; + +const __dirname = import.meta.dirname; +const FIXTURE_DIR = resolve(__dirname, 'fixtures'); +const DIST_DIR = resolve(__dirname, '..', '..', 'dist'); +const VIBEUI_DIR = resolve(DIST_DIR, 'vibeui'); +const VIDEO = resolve(FIXTURE_DIR, 'sample.mp4'); +const MODEL = resolve(VIBEUI_DIR, 'vibeui.onnx'); +const YAML = resolve(VIBEUI_DIR, 'data.yaml'); + +describe('[unit] processLabelFiles', () => { + const mockLabelDir = '/mock/labels'; + + beforeEach(() => { + vi.clearAllMocks(); + }); + + it('processes label files and returns merged detection segments', async () => { + // Mock data.names with string keys for class indexes + const data: DataYaml = { + names: { + '0': 'person', + '1': 'car', + }, + path: '', + train: '', + val: '', + }; + + // Mock file list in directory + (readdir as Mock).mockResolvedValue([ + '0.txt', + '1.txt', + 'invalid.txt', + 'notalabel.jpg', + '2.txt', + ]); + + // Mock content for each label file + (readFile as Mock).mockImplementation(async (filePath: string) => { + const file = filePath.split('/').pop(); + switch (file) { + case '0.txt': + // Two detections, only one with confidence >= 0.7 + return '0 0.1 0.2 0.3 0.4 0.6\n1 0.5 0.5 0.5 0.5 0.8'; + case '1.txt': + // One detection below threshold + return '0 0.1 0.2 0.3 0.4 0.5'; + case '2.txt': + // Multiple lines, highest confidence 0.9 for class 0 + return '0 0.1 0.2 0.3 0.4 0.9\n1 0.2 0.3 0.4 0.5 0.85'; + default: + return ''; + } + }); + + const results = await processLabelFiles(mockLabelDir, data); + + // Expected: + // - frame 0: class 1 (car), confidence 0.8 + // - frame 1: no detection >= 0.7 + // - frame 2: class 0 (person), confidence 0.9 (higher than class 1's 0.85) + // Merge segments by className: + // Since frame 0 detection is 'car', frame 2 detection is 'person', segments should not merge. + expect(results).toEqual([ + { startFrame: 0, endFrame: 0, className: 'car' }, + { startFrame: 2, endFrame: 2, className: 'person' }, + ]); + }); + + it('skips files with invalid filenames or frame indices', async () => { + (readdir as Mock).mockResolvedValue(['abc.txt', '123.txt']); + (readFile as Mock).mockResolvedValue('0 0.1 0.2 0.3 0.4 0.75'); + + const data = { names: { '0': 'person' }, val: '', train: '', path: '' }; + const consoleSpy = vi.spyOn(console, 'log').mockImplementation(() => { }); + + const results = await processLabelFiles(mockLabelDir, data); + + expect(consoleSpy).toHaveBeenCalledWith('Skipping invalid filename: abc.txt'); + expect(results).toEqual([ + { startFrame: 123, endFrame: 123, className: 'person' }, + ]); + + consoleSpy.mockRestore(); + }); +}); + +describe('[integration] vibeuiInference', () => { + let outputPath: string; + + + beforeAll(async () => { + outputPath = await vibeuiInference(MODEL, VIDEO); + }, 35_000); + + afterAll(async () => { + await rm(outputPath, { recursive: true, force: true }); + }); + + it('outputs detection labels and frames', async () => { + const frames = await readdir(join(outputPath, 'frames')); + const labels = await readdir(join(outputPath, 'labels')); + expect(frames.length).toBeGreaterThan(0); + expect(labels.length).toBeGreaterThan(0); + }); + + it('writes properly formatted label files', async () => { + const labelFile = join(outputPath, 'labels', '1.txt'); + const content = await readFile(labelFile, 'utf8'); + + const firstLine = content.split('\n')[0].trim().replace(/\r/g, ''); + console.log('First line content:', JSON.stringify(firstLine)); + + // Expect initial class number + exactly 5 floats/ints after it (6 total numbers) + expect(firstLine).toMatch(/^\d+( (-?\d+(\.\d+)?)){5}$/); + }); + + + +}); diff --git a/services/our/src/utils/filesystem.ts b/services/our/src/utils/filesystem.ts index 0aed58b..d8a5bf0 100644 --- a/services/our/src/utils/filesystem.ts +++ b/services/our/src/utils/filesystem.ts @@ -25,3 +25,5 @@ export function extractBasePath(filePath: string): string { const baseParts = parts.slice(0, 3); return "/" + baseParts.join("/") + "/"; } + + diff --git a/services/our/src/utils/funscripts.ts b/services/our/src/utils/funscripts.ts new file mode 100644 index 0000000..b8532e4 --- /dev/null +++ b/services/our/src/utils/funscripts.ts @@ -0,0 +1,207 @@ +import { join } from "node:path"; +import { writeJson } from "fs-extra"; +import { env } from "../config/env"; +import { nanoid } from "nanoid"; +import { loadDataYaml, loadVideoMetadata, processLabelFiles } from "./vibeui"; + +export interface FunscriptAction { + at: number; + pos: number; +} + +export interface Funscript { + version: string; + actions: FunscriptAction[]; +} + +export interface DataYaml { + path: string; + train: string; + val: string; + names: Record; +} + +export interface Detection { + startFrame: number; + endFrame: number; + className: string; +} + +export interface ClassPositionMap { + [className: string]: number | 'pattern'; +} + + +export async function loadClassPositionMap(data: DataYaml): Promise { + try { + + if ( + !data || + typeof data !== 'object' || + !('names' in data) || + typeof data.names !== 'object' || + data.names === null || + Object.keys(data.names).length === 0 + ) { + throw new Error('Invalid data.yaml: "names" field is missing, not an object, or empty'); + } + + const positionMap: ClassPositionMap = { + RespondingTo: 5, + ControlledByTipper: 50, + ControlledByTipperHigh: 80, + ControlledByTipperLow: 20, + ControlledByTipperMedium: 50, + ControlledByTipperUltrahigh: 100, + Ring1: 30, + Ring2: 40, + Ring3: 50, + Ring4: 60, + Earthquake: 'pattern', + Fireworks: 'pattern', + Pulse: 'pattern', + Wave: 'pattern', + Pause: 0, + RandomTime: 70, + HighLevel: 80, + LowLevel: 20, + MediumLevel: 50, + UltraHighLevel: 95 + }; + + const names = Object.values(data.names); + for (const name of names) { + if (typeof name !== 'string' || name.trim() === '') { + console.log(`Skipping invalid class name: ${name}`); + continue; + } + if (!(name in positionMap)) { + console.log(`No position mapping for class "${name}", defaulting to 0`); + positionMap[name] = 0; + } + } + + console.log(`Loaded class position map: ${JSON.stringify(positionMap)}`); + return positionMap; + } catch (error) { + console.error(`Error loading data.yaml: ${error instanceof Error ? error.message : 'Unknown error'}`); + throw error; + } +} + +export function generatePatternPositions(startMs: number, durationMs: number, className: string, fps: number): FunscriptAction[] { + const actions: FunscriptAction[] = []; + const frameDurationMs = 1000 / fps; + const totalFrames = Math.floor(durationMs / frameDurationMs); + const intervalMs = 100; + + for (let timeMs = 0; timeMs < durationMs; timeMs += intervalMs) { + const progress = timeMs / durationMs; + let pos = 0; + + switch (className) { + case 'Pulse': + pos = Math.round(50 * Math.sin(progress * 2 * Math.PI)); + break; + case 'Wave': + pos = Math.round(50 + 50 * Math.sin(progress * 2 * Math.PI)); + break; + case 'Fireworks': + pos = Math.random() > 0.5 ? 80 : 0; + break; + case 'Earthquake': + pos = Math.round(90 * Math.sin(progress * 4 * Math.PI) + (Math.random() - 0.5) * 10); + pos = Math.max(0, Math.min(90, pos)); + break; + } + + actions.push({ at: startMs + timeMs, pos }); + } + + return actions; +} + + + +export function generateActions(totalDurationMs: number, fps: number, detectionSegments: Detection[], classPositionMap: ClassPositionMap): FunscriptAction[] { + const intervalMs = 100; + const actions: FunscriptAction[] = []; + + // Generate static position actions + for (let timeMs = 0; timeMs <= totalDurationMs; timeMs += intervalMs) { + const frameIndex = Math.floor((timeMs / 1000) * fps); + let position = 0; + + for (const segment of detectionSegments) { + if (frameIndex >= segment.startFrame && frameIndex <= segment.endFrame) { + const className = segment.className; + if (typeof classPositionMap[className] === 'number') { + position = classPositionMap[className]; + break; + } + } + } + actions.push({ at: timeMs, pos: position }); + } + + // Overlay pattern-based actions + for (const segment of detectionSegments) { + const className = segment.className; + if (classPositionMap[className] === 'pattern') { + const startMs = Math.floor((segment.startFrame / fps) * 1000); + const durationMs = Math.floor(((segment.endFrame - segment.startFrame + 1) / fps) * 1000); + const patternActions = generatePatternPositions(startMs, durationMs, className, fps); + actions.push(...patternActions); + } + } + + // Sort actions by time and remove duplicates + actions.sort((a, b) => a.at - b.at); + const uniqueActions: FunscriptAction[] = []; + let lastTime = -1; + for (const action of actions) { + if (action.at !== lastTime) { + uniqueActions.push(action); + lastTime = action.at; + } + } + + return uniqueActions; +} + +export async function writeFunscript(outputPath: string, actions: FunscriptAction[]) { + const funscript: Funscript = { version: '1.0', actions }; + + await writeJson(outputPath, funscript); + console.log(`Funscript generated: ${outputPath} (${actions.length} actions)`); + console.log(funscript) +} + + + +export async function buildFunscript( + dataYamlPath: string, + predictionOutput: string, + videoPath: string +): Promise { + const labelDir = join(predictionOutput, 'labels'); + const outputPath = join(process.env.CACHE_ROOT ?? '/tmp', `${nanoid()}.funscript`); + console.log(`Starting Funscript generation. outputPath=${outputPath}`); + + try { + + const data = await loadDataYaml(dataYamlPath) + const classPositionMap = await loadClassPositionMap(data); + const { fps, totalFrames } = await loadVideoMetadata(videoPath); + const detectionSegments = await processLabelFiles(labelDir, data); + const totalDurationMs = Math.floor((totalFrames / fps) * 1000); + const actions = generateActions(totalDurationMs, fps, detectionSegments, classPositionMap); + await writeFunscript(outputPath, actions); + return outputPath; + + } catch (error) { + console.error(`Error generating Funscript: ${error instanceof Error ? error.message : 'Unknown error'}`); + throw error; + } +} + diff --git a/services/our/src/utils/nanoSpawn.ts b/services/our/src/utils/nanoSpawn.ts index 4e00c6b..9bee9e0 100644 --- a/services/our/src/utils/nanoSpawn.ts +++ b/services/our/src/utils/nanoSpawn.ts @@ -1,7 +1,12 @@ // utils/nanoSpawn.ts // we do this because we need to use dynamic import() when using ESM only module via tsup CJS interop. + +let nanoSpawnPromise: Promise | null = null; + export async function getNanoSpawn() { - const nanoSpawn = (await import('nano-spawn')).default; - return nanoSpawn + if (!nanoSpawnPromise) { + nanoSpawnPromise = import('nano-spawn').then(m => m.default); + } + return nanoSpawnPromise; } \ No newline at end of file diff --git a/services/our/src/utils/vibeui.ts b/services/our/src/utils/vibeui.ts new file mode 100644 index 0000000..11f223d --- /dev/null +++ b/services/our/src/utils/vibeui.ts @@ -0,0 +1,308 @@ +import path from 'node:path'; +import * as ort from 'onnxruntime-node'; +import { nanoid } from "nanoid"; +import { join, basename, extname } from "node:path"; +import { readFile, writeFile, readdir, mkdir } from 'node:fs/promises'; +import yaml from 'js-yaml'; +import { getNanoSpawn } from "./nanoSpawn"; +import { existsSync, mkdirSync, rmSync } from "node:fs"; +import which from "which"; +import { env } from '../config/env'; + +interface Detection { + startFrame: number; + endFrame: number; + className: string; +} + +interface DataYaml { + path: string; + train: string; + val: string; + names: Record; +} + + +interface DetectionOutput { + classIndex: number; + confidence: number; + bbox: [number, number, number, number]; // e.g. [x, y, width, height] +} + + + +export async function extractFrames(videoPath: string, framesDir: string) { + const spawn = await getNanoSpawn() + await mkdir(framesDir, { recursive: true }); + + await spawn('ffmpeg', [ + '-i', videoPath, + join(framesDir, '%06d.jpg'), + ]); +} + +export async function preprocessImage(imagePath: string): Promise { + // This is highly dependent on your model input + // Typically: + // - Read image + // - Resize to model input size (e.g., 640x640) + // - Normalize pixel values (e.g., divide by 255) + // - Change shape to [batch_size, channels, height, width] + // For example, using sharp: + const sharp = await import('sharp'); + const inputWidth = 640; + const inputHeight = 640; + + const imageBuffer = await sharp.default(imagePath) + .resize(inputWidth, inputHeight) + .removeAlpha() + .raw() + .toBuffer(); + + // Convert to Float32Array, normalize, and change to CHW format + const floatArray = new Float32Array(inputWidth * inputHeight * 3); + for (let i = 0; i < inputWidth * inputHeight; i++) { + // RGB channels + for (let c = 0; c < 3; c++) { + floatArray[c * inputWidth * inputHeight + i] = imageBuffer[i * 3 + c] / 255; + } + } + + // Create tensor of shape [1, 3, 640, 640] + return new ort.Tensor('float32', floatArray, [1, 3, inputHeight, inputWidth]); +} + +export async function runInferenceOnFrame(session: ort.InferenceSession, tensor: ort.Tensor): Promise { + // The input name depends on your ONNX model, often 'images' or similar. + const feeds: Record = {}; + const inputName = session.inputNames[0]; + feeds[inputName] = tensor; + + const results = await session.run(feeds); + // You need to parse outputs according to your ONNX model + + // Example: + // Let's say outputNames: ['boxes', 'scores', 'labels'] + // This depends on your model. For YOLO models, outputs vary by implementation. + + // For demonstration, let's assume single output with shape [num_detections, 6] + // where each row = [x, y, w, h, confidence, classIndex] + + const outputName = session.outputNames[0]; + const output = results[outputName]; + + if (!output || !(output.data instanceof Float32Array)) { + throw new Error('Unexpected model output format'); + } + + const data = output.data as Float32Array; + const numDetections = output.dims[0]; + const detections: DetectionOutput[] = []; + + for (let i = 0; i < numDetections; i++) { + const offset = i * 6; + const [x, y, w, h, confidence, classIdx] = [ + data[offset], + data[offset + 1], + data[offset + 2], + data[offset + 3], + data[offset + 4], + data[offset + 5] + ]; + + if (confidence > 0.3) { // threshold + detections.push({ + bbox: [x, y, w, h], + confidence, + classIndex: Math.round(classIdx), + }); + } + } + return detections; +} + +export async function writeLabels(outputPath: string, detectionsByFrame: Map, classNames: Record) { + // Write labels in YOLO txt format per frame: + // class x_center y_center width height confidence + // normalized to [0, 1] relative to image size + + await mkdir(outputPath, { recursive: true }); + const labelDir = join(outputPath, 'labels'); + await mkdir(labelDir, { recursive: true }); + + for (const [frameIndex, detections] of detectionsByFrame.entries()) { + const lines: string[] = []; + for (const det of detections) { + const className = classNames[det.classIndex.toString()] ?? 'unknown'; + // Convert bbox to normalized YOLO format (x_center, y_center, width, height) in [0..1] + // Assuming input image size 640x640 + const [x, y, w, h] = det.bbox; + const x_center = (x + w / 2) / 640; + const y_center = (y + h / 2) / 640; + const w_norm = w / 640; + const h_norm = h / 640; + lines.push(`${det.classIndex} ${x_center.toFixed(6)} ${y_center.toFixed(6)} ${w_norm.toFixed(6)} ${h_norm.toFixed(6)} ${det.confidence.toFixed(6)}`); + } + await writeFile(join(labelDir, `${frameIndex}.txt`), lines.join('\n')); + } +} + +export async function loadDataYaml(yamlPath: string): Promise { + const yamlContent = await readFile(yamlPath, 'utf8'); + return yaml.load(yamlContent) as DataYaml; +} + +export async function vibeuiInference( + modelPath: string, + videoFilePath: string +): Promise { + + if (!modelPath) throw new Error('missing modelPath, arg0'); + if (!videoFilePath) throw new Error('missing videoFilePath, arg1'); + + // Load ONNX model + console.log(`Loading ONNX model from ${modelPath}`); + + const session = await ort.InferenceSession.create(modelPath); + + // Prepare output dir + // const videoExt = extname(videoFilePath); + // const videoName = basename(videoFilePath, videoExt); + // const uniqueName = `${videoName}-${nanoid()}`; + const outputPath = join(env.CACHE_ROOT, nanoid()); + + + // Extract frames + const framesDir = join(outputPath, 'frames'); + mkdirSync(framesDir, { recursive: true }) + console.log(`Extracting video frames from ${videoFilePath} to ${framesDir}...`); + await extractFrames(videoFilePath, framesDir); + + // Load class names from data.yaml + const dataYaml = await loadDataYaml(join(env.VIBEUI_DIR, 'data.yaml')); + const classNames = dataYaml.names; + + // Read all frames and run inference + const frameFiles = (await readdir(framesDir)) + .filter(f => f.endsWith('.jpg')) + .sort(); + + console.log(`frameFiles=${JSON.stringify(frameFiles)}`) + const detectionsByFrame = new Map(); + + if (frameFiles.length === 0) throw new Error(`No frames extracted! This is likely a bug.`); + + console.log(`Running inference on ${frameFiles.length} frames...`); + + for (const file of frameFiles) { + const frameIndex = parseInt(file.match(/(\d+)\.jpg$/)?.[1] ?? '0', 10); + const imagePath = join(framesDir, file); + const inputTensor = await preprocessImage(imagePath); + const detections = await runInferenceOnFrame(session, inputTensor); + detectionsByFrame.set(frameIndex, detections); + } + + // Write YOLO format label txt files + await writeLabels(outputPath, detectionsByFrame, classNames); + + // Optionally cleanup frames dir to save space: + // await rmSync(framesDir, { recursive: true, force: true }); + + return outputPath; +} + + + + +export async function ffprobe(videoPath: string): Promise<{ fps: number; frames: number }> { + const spawn = await getNanoSpawn() + const { stdout } = await spawn('ffprobe', [ + '-v', 'error', + '-select_streams', 'v:0', + '-count_frames', + '-show_entries', 'stream=nb_read_frames,r_frame_rate', + '-of', 'default=nokey=1:noprint_wrappers=1', + videoPath, + ]) + + const [frameRateStr, frameCountStr] = stdout.trim().split('\n') + const [num, denom] = frameRateStr.trim().split('/').map(Number) + const fps = num / denom + const frames = parseInt(frameCountStr.trim(), 10) + + return { fps, frames } +} + +export async function loadVideoMetadata(videoPath: string) { + const { fps, frames: totalFrames } = await ffprobe(videoPath); + console.log(`Video metadata: fps=${fps}, frames=${totalFrames}`); + return { fps, totalFrames }; +} + +export async function processLabelFiles(labelDir: string, data: DataYaml): Promise { + const labelFiles = (await readdir(labelDir)).filter(file => file.endsWith('.txt')); + const detections: Map = new Map(); + const names = data.names; + + for (const file of labelFiles) { + const match = file.match(/(\d+)\.txt$/); + if (!match) { + console.log(`Skipping invalid filename: ${file}`); + continue; + } + const frameIndex = parseInt(match[1], 10); + if (isNaN(frameIndex)) { + console.log(`Skipping invalid frame index from filename: ${file}`); + continue; + } + + const content = await readFile(join(labelDir, file), 'utf8'); + const lines = content.trim().split('\n'); + const frameDetections: Detection[] = []; + let maxConfidence = 0; + let selectedClassIndex = -1; + + for (const line of lines) { + const parts = line.trim().split(/\s+/); + if (parts.length < 6) continue; + + const classIndex = parseInt(parts[0], 10); + const confidence = parseFloat(parts[5]); + if (isNaN(classIndex) || isNaN(confidence)) continue; + + if (confidence >= 0.7 && confidence > maxConfidence) { + maxConfidence = confidence; + selectedClassIndex = classIndex; + } + } + + if (maxConfidence > 0) { + const className = (data.names as Record)[selectedClassIndex.toString()]; + if (className) { + frameDetections.push({ startFrame: frameIndex, endFrame: frameIndex, className }); + } + } + + if (frameDetections.length > 0) { + detections.set(frameIndex, frameDetections); + } + } + + // Merge overlapping detections into continuous segments + const detectionSegments: Detection[] = []; + let currentDetection: Detection | null = null; + + for (const [frameIndex, frameDetections] of detections.entries()) { + for (const detection of frameDetections) { + if (!currentDetection || currentDetection.className !== detection.className) { + if (currentDetection) detectionSegments.push(currentDetection); + currentDetection = { ...detection, endFrame: frameIndex }; + } else { + currentDetection.endFrame = frameIndex; + } + } + } + if (currentDetection) detectionSegments.push(currentDetection); + + return detectionSegments; +} diff --git a/services/our/src/views/uploads/new.hbs b/services/our/src/views/uploads/new.hbs index 918b0f6..dfd1192 100644 --- a/services/our/src/views/uploads/new.hbs +++ b/services/our/src/views/uploads/new.hbs @@ -12,9 +12,9 @@

Upload Lewdtuber VODs here.

-

Instructions: Enter the metadata first. Vtuber name and original VOD date is required. Then +

Instructions: Enter the metadata first. Vtuber name and original stream date is required. Then upload the vod - segment(s). Wait for the vod segment(s) to fully upload before you press the submit button.

+ segment(s). Wait for the vod segment(s) to fully upload before pressing the submit button.