如何为 Textricator PDF OCR 阅读器设置 FSM 配置?

时间:2021-04-25 22:11:15

标签: itext ocr pdfbox text-extraction

我正在尝试使用名为 Textricator 的 PDF 文档解析器。它可以使用 3 种不同的方法来解析带有一些常见 OCR 库的 PDF。 (itext5, itext7, pdfbox) 可用的方法有:texttableformText 用于正常的原始 OCR 识别,table 用于读出结构化表格数据,form 用于解析不太结构化的表格,使用 Finite状态机 (FSM)。

但是,我无法使用 form 解析器。也许我根本不明白如何组织许多配置状态。该文档缺少一个简单的表单示例,最近有人使用 form 方法发布了一个 attempt to read a very basic table,但未能发布。我也试了一下,但没有成功。

问:有人可以帮我配置 YML 文件中的状态机吗?
(这用于从该存储库的问题之一解析演示文件,并显示在下面复制的屏幕截图中。)


enter image description here


YML 配置文件。


extractor: "pdf.pdfbox"

header:
  default: 100
footer:
   default: 600

maxRowDistance: 2

rootRecordType: item
recordTypes:
  item:
    label: "item"
    valueTypes:
      - item
      - date
      - description
      - order_number
      - quantity
      - price

valueTypes:
  item:
    label: "Item"
  date:
    label: "Date"
  description:
    label: "Description"
  order_number:
    label: "OrderNo"
  quantity:
    label: "Qty"
  price:
    label: "Price"
 
initialState: "INIT"

states:
  INIT:
    transitions:
      -
        condition: item
        nextState: item

  item:
    startRecord: true
    transitions:
      -
        condition: date
        nextState: date  

  date:
    include: true
    transitions:
      -
        condition: description
        nextState: description  

  description:
    include: true
    transitions:
      -
        condition: description
        nextState: description     
      -
        condition: order_number
        nextState: order_number
      -
        condition: quantity
        nextState: quantity

  order_number:
    include: true
    transitions:
      -
        condition: order_number
        nextState: order_number
      -
        condition: quantity
        nextState: quantity

  quantity:
    include: true
    transitions:
      -
        condition: price
        nextState: price

  price:
    include: true
    transitions:
      -
        condition: end
        nextState: end

  end:
    include: false
    transitions:
      -
        condition: any
        nextState: end

conditions:

  item:         '73 < ulx < 110 and text =~ /(\\d)*/'
  date:         '110 < ulx < 181 and text =~ /([0-9\-]*)/'
  description:  '193 < ulx < 366'
#  order_number: '12 <= uly_rel <= 16 and text =~ ^.+/((\d{6})\-)((\d{2}))/'
  order_number: '12 <= uly_rel <= 16 and text =~ ^.+((\d{6})\-)((\d{2}))'
  quantity:     '393 < ulx < 459'
  price:        '459 < ulx < 523'

  end:          'text =~ /(Footer)/'
  any: "1 = 1"

你可能想知道为什么我坚持在这个简单的例子中使用 form 处理器,但这是因为在我的现实生活文档中,我将有一个更复杂的子项目子结构描述 字段。这只能 (?) 由状态机 AFAIK 有效处理。

但是,也许这不是适合这项工作的工具?那么还有哪些其他选择?


更新: (2021-05-18)

Textricate 的作者现在改进了使用的库、文档并更正了几个工作示例和用户问题。感谢用户 mweber,我现在有了一个完美运行的解析器,不再需要使用 awkhandle weird columns

1 个答案:

答案 0 :(得分:1)

由于 Textricator 是一种用于 pdf 解析 imo 的隐藏宝石,我很高兴看到有人使用它并将使用示例文档的配置发布到 github 问题:

extractor: "pdf.pdfbox"

header:
  default: 100
footer:
  default: 600

maxRowDistance: 2

rootRecordType: item
recordTypes:
  item:
    label: "item"
    valueTypes:
      - item
      - date
      - description
      - order_number
      - quantity
      - price

valueTypes:
  item:
    label: "Item"
  date:
    label: "Date"
  description:
    label: "Description"
  order_number:
    label: "OrderNo"
  quantity:
    label: "Qty"
  price:
    label: "Price"

initialState: "INIT"

states:
  INIT:
    include: false
    transitions:
      -
        condition: item
        nextState: item
      - condition: any
        nextState: INIT

  item:
    startRecord: true
    transitions:
      -
        condition: date
        nextState: date  

  date:
    include: true
    transitions:
      -
        condition: description
        nextState: description  

  description:
    include: true
    transitions:
      -
        condition: description
        nextState: description     
      -
        condition: order_number
        nextState: order_number
      -
        condition: quantity
        nextState: quantity
      -
        condition: item
        nextState: item

  order_number:
    include: true
    transitions:
      -
        condition: order_number
        nextState: order_number
      -
        condition: quantity
        nextState: quantity

  quantity:
    include: true
    transitions:
      - 
        condition: price
        nextState: price

  price:
    include: true
    transitions:
      -
        condition: end
        nextState: end
      - 
        condition: description
        nextState: description
      -
        condition: item
        nextState: item

  end:
    include: false
    transitions:
      -
        condition: any
        nextState: end

conditions:

  item:         '73 < ulx < 110 and text =~ /(\\d)*/'
  date:         '110 < ulx < 181 and text =~ /([0-9\\-]*)/'
  description:  '193 < ulx < 366'
  order_number: '12 <= uly_rel <= 16 and text =~ /^.+(([0-9]{6})\\-)(([0-9]{2}))/'
  quantity:     '393 < ulx < 459'
  price:        '459 < ulx < 523'

  end:          'text =~ /(Footer)/'
  any: "1 = 1"