@ui-tars/action-parser/dist/actionParser.mjs.map

Action parser SDK for UI-TARS

{"version":3,"file":"actionParser.mjs","sources":["webpack://@ui-tars/action-parser/./src/actionParser.ts"],"sourcesContent":["/*\n * Copyright (c) 2025 Bytedance, Inc. and its affiliates.\n * SPDX-License-Identifier: Apache-2.0\n */\nimport {\n  ActionInputs,\n  PredictionParsed,\n  UITarsModelVersion,\n  MAX_RATIO,\n  IMAGE_FACTOR,\n  MIN_PIXELS,\n  MAX_PIXELS_V1_5,\n} from '@ui-tars/shared/types';\nimport isNumber from 'lodash.isnumber';\n\nfunction roundByFactor(num: number, factor: number): number {\n  return Math.round(num / factor) * factor;\n}\n\nfunction floorByFactor(num: number, factor: number): number {\n  return Math.floor(num / factor) * factor;\n}\n\nfunction ceilByFactor(num: number, factor: number): number {\n  return Math.ceil(num / factor) * factor;\n}\n\nfunction smartResizeForV15(\n  height: number,\n  width: number,\n  maxRatio: number = MAX_RATIO,\n  factor: number = IMAGE_FACTOR,\n  minPixels: number = MIN_PIXELS,\n  maxPixels: number = MAX_PIXELS_V1_5,\n): [number, number] | null {\n  if (Math.max(height, width) / Math.min(height, width) > maxRatio) {\n    console.error(\n      `absolute aspect ratio must be smaller than ${maxRatio}, got ${\n        Math.max(height, width) / Math.min(height, width)\n      }`,\n    );\n    return null;\n  }\n\n  let wBar = Math.max(factor, roundByFactor(width, factor));\n  let hBar = Math.max(factor, roundByFactor(height, factor));\n\n  if (hBar * wBar > maxPixels) {\n    const beta = Math.sqrt((height * width) / maxPixels);\n    hBar = floorByFactor(height / beta, factor);\n    wBar = floorByFactor(width / beta, factor);\n  } else if (hBar * wBar < minPixels) {\n    const beta = Math.sqrt(minPixels / (height * width));\n    hBar = ceilByFactor(height * beta, factor);\n    wBar = ceilByFactor(width * beta, factor);\n  }\n\n  return [wBar, hBar];\n}\n\nexport function actionParser(params: {\n  prediction: string;\n  /** [widthFactor, heightFactor] */\n  factor: number | [number, number];\n  screenContext?: {\n    width: number;\n    height: number;\n  };\n  scaleFactor?: number;\n  mode?: 'bc' | 'o1';\n  modelVer?: UITarsModelVersion;\n}): {\n  parsed: PredictionParsed[];\n} {\n  const { prediction, factor, mode, screenContext, scaleFactor, modelVer } =\n    params;\n\n  const parsed = parseActionVlm(\n    prediction,\n    Array.isArray(factor) ? factor : [factor, factor],\n    mode,\n    screenContext,\n    scaleFactor,\n    modelVer,\n  );\n\n  return {\n    parsed,\n  };\n}\n\nexport function parseActionVlm(\n  text: string,\n  factors: [number, number] = [1000, 1000],\n  mode: 'bc' | 'o1' = 'bc',\n  screenContext?: {\n    width: number;\n    height: number;\n  },\n  scaleFactor?: number,\n  modelVer: UITarsModelVersion = UITarsModelVersion.V1_0,\n): PredictionParsed[] {\n  let reflection: string | null = null;\n  let thought: string | null = null;\n  let actionStr = '';\n\n  let smartResizeFactors: [number, number] | null = null;\n  if (\n    modelVer === UITarsModelVersion.V1_5 &&\n    screenContext?.height &&\n    screenContext?.width\n  ) {\n    smartResizeFactors = smartResizeForV15(\n      screenContext.height,\n      screenContext.width,\n    );\n  }\n\n  text = text.trim();\n  if (mode === 'bc') {\n    // Parse thought/reflection based on different text patterns\n    if (text.includes('Thought:')) {\n      const thoughtMatch = text.match(\n        /Thought: ([\\s\\S]+?)(?=\\s*Action[:：]|$)/,\n      );\n\n      if (thoughtMatch) {\n        thought = thoughtMatch[1].trim();\n      }\n    } else if (text.startsWith('Reflection:')) {\n      const reflectionMatch = text.match(\n        /Reflection: ([\\s\\S]+?)Action_Summary: ([\\s\\S]+?)(?=\\s*Action[:：]|$)/,\n      );\n      if (reflectionMatch) {\n        thought = reflectionMatch[2].trim();\n        reflection = reflectionMatch[1].trim();\n      }\n    } else if (text.startsWith('Action_Summary:')) {\n      const summaryMatch = text.match(\n        /Action_Summary: (.+?)(?=\\s*Action[:：]|$)/,\n      );\n      if (summaryMatch) {\n        thought = summaryMatch[1].trim();\n      }\n    }\n\n    if (!['Action:', 'Action：'].some((keyword) => text.includes(keyword))) {\n      //   throw new Error('No Action found in text');\n      actionStr = text;\n    } else {\n      const actionParts = text.split(/Action[:：]/);\n      actionStr = actionParts[actionParts.length - 1];\n    }\n  } else if (mode === 'o1') {\n    // Parse o1 format\n    const thoughtMatch = text.match(/<Thought>\\s*(.*?)\\s*<\\/Thought>/);\n    const actionSummaryMatch = text.match(\n      /\\nAction_Summary:\\s*(.*?)\\s*Action:/,\n    );\n    const actionMatch = text.match(/\\nAction:\\s*(.*?)\\s*<\\/Output>/);\n\n    const thoughtContent = thoughtMatch ? thoughtMatch[1] : null;\n    const actionSummaryContent = actionSummaryMatch\n      ? actionSummaryMatch[1]\n      : null;\n    const actionContent = actionMatch ? actionMatch[1] : null;\n\n    thought = `${thoughtContent}\\n<Action_Summary>\\n${actionSummaryContent}`;\n    actionStr = actionContent || '';\n  }\n\n  // Parse actions\n  const allActions = actionStr.split('\\n\\n');\n  const actions: PredictionParsed[] = [];\n\n  for (const rawStr of allActions) {\n    // prettier-ignore\n    const actionInstance = parseAction(rawStr.replace(/\\n/g, String.raw`\\n`).trimStart());\n    let actionType = '';\n    let actionInputs: ActionInputs = {};\n\n    if (actionInstance) {\n      actionType = actionInstance.function;\n      const params = actionInstance.args;\n      actionInputs = {};\n\n      for (const [paramName, param] of Object.entries(params)) {\n        if (!param) continue;\n        const trimmedParam = (param as string).trim();\n\n        if (paramName.includes('start_box') || paramName.includes('end_box')) {\n          const oriBox = trimmedParam;\n          // Remove parentheses and split\n          const numbers = oriBox\n            .replace(/[()[\\]]/g, '')\n            .split(',')\n            .filter((ori) => ori !== '');\n\n          // Convert to float and scale\n          const floatNumbers = numbers.map((num, idx) => {\n            const factorIndex = idx % 2;\n            if (modelVer === UITarsModelVersion.V1_5 && smartResizeFactors) {\n              return Number.parseFloat(num) / smartResizeFactors[factorIndex];\n            }\n            return Number.parseFloat(num) / factors[factorIndex];\n          });\n\n          if (floatNumbers.length === 2) {\n            floatNumbers.push(floatNumbers[0], floatNumbers[1]);\n          }\n\n          actionInputs[\n            paramName.trim() as keyof Omit<\n              ActionInputs,\n              'start_coords' | 'end_coords'\n            >\n          ] = JSON.stringify(floatNumbers);\n\n          if (screenContext?.width && screenContext?.height) {\n            const boxKey = paramName.includes('start_box')\n              ? 'start_coords'\n              : 'end_coords';\n            const [x1, y1, x2 = x1, y2 = y1] = floatNumbers;\n            const [widthFactor, heightFactor] = factors;\n\n            actionInputs[boxKey] = [x1, y1, x2, y2].every(isNumber)\n              ? [\n                  (Math.round(\n                    ((x1 + x2) / 2) * screenContext?.width * widthFactor,\n                  ) /\n                    widthFactor) *\n                    (scaleFactor ?? 1),\n                  (Math.round(\n                    ((y1 + y2) / 2) * screenContext?.height * heightFactor,\n                  ) /\n                    heightFactor) *\n                    (scaleFactor ?? 1),\n                ]\n              : [];\n          }\n        } else {\n          actionInputs[\n            paramName.trim() as keyof Omit<\n              ActionInputs,\n              'start_coords' | 'end_coords'\n            >\n          ] = trimmedParam;\n        }\n      }\n    }\n\n    actions.push({\n      reflection: reflection,\n      thought: thought || '',\n      action_type: actionType,\n      action_inputs: actionInputs,\n    });\n  }\n\n  return actions;\n}\n/**\n * Parses an action string into a structured object\n * @param {string} actionStr - The action string to parse (e.g. \"click(start_box='(279,81)')\")\n * @returns {Object|null} Parsed action object or null if parsing fails\n */\nfunction parseAction(actionStr: string) {\n  try {\n    // Support format: click(start_box='<|box_start|>(x1,y1)<|box_end|>')\n    actionStr = actionStr.replace(/<\\|box_start\\|>|<\\|box_end\\|>/g, '');\n\n    // Support format: click(point='<point>510 150</point>') => click(start_box='<point>510 150</point>')\n    // Support format: drag(start_point='<point>458 328</point>', end_point='<point>350 309</point>') => drag(start_box='<point>458 328</point>', end_box='<point>350 309</point>')\n    actionStr = actionStr\n      .replace(/(?<!start_|end_)point=/g, 'start_box=')\n      .replace(/start_point=/g, 'start_box=')\n      .replace(/end_point=/g, 'end_box=');\n\n    // Match function name and arguments using regex\n    const functionPattern = /^(\\w+)\\((.*)\\)$/;\n    const match = actionStr.trim().match(functionPattern);\n\n    if (!match) {\n      throw new Error('Not a function call');\n    }\n\n    const [_, functionName, argsStr] = match;\n\n    // Parse keyword arguments\n    const kwargs = {};\n\n    if (argsStr.trim()) {\n      // Split on commas that aren't inside quotes or parentheses\n      const argPairs = argsStr.match(/([^,']|'[^']*')+/g) || [];\n\n      for (const pair of argPairs) {\n        const [key, ...valueParts] = pair.split('=');\n        if (!key) continue;\n\n        let value = valueParts\n          .join('=')\n          .trim()\n          .replace(/^['\"]|['\"]$/g, ''); // Remove surrounding quotes\n\n        // Support format: click(start_box='<bbox>637 964 637 964</bbox>')\n        if (value.includes('<bbox>')) {\n          value = value.replace(/<bbox>|<\\/bbox>/g, '').replace(/\\s+/g, ',');\n          value = `(${value})`;\n        }\n\n        // Support format: click(point='<point>510 150</point>')\n        if (value.includes('<point>')) {\n          value = value.replace(/<point>|<\\/point>/g, '').replace(/\\s+/g, ',');\n          value = `(${value})`;\n        }\n\n        //@ts-ignore\n        kwargs[key.trim()] = value;\n      }\n    }\n\n    return {\n      function: functionName,\n      args: kwargs,\n    };\n  } catch (e) {\n    console.error(`Failed to parse action '${actionStr}': ${e}`);\n    return null;\n  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