filez-方便的数据文件加载器

Posted 2021-02-28 superhin

filez

Easy use for fetch data from kinds of files

Feature

• Support load txt,csv,excel,conf/ini,json,yaml file to list or dict
• Strip lines for txt
• Ensure_number and ensure_boolean for csv or conf
• Load all sheets or given sheets of excel file
• html/XML to Dict

Install

pip install filez

Simple Use

from filez import file
data = file.load(‘tests/data.txt‘)
data = file.load(‘tests/with_header.csv‘, header=True)
data = file.load(‘tests/data.xlsx‘, header=True)
data = file.load(‘tests/data.conf‘)
data = file.load(‘tests/data.json‘??‰
data = file.load(‘tests/data.yaml‘??‰
data = file.load(‘tests/data.html‘)
data = file.load(‘tests/xml.html‘)

File type data type mapping

• txt: [line1, line2, line3] # strip() for each line
• csv:
  • no header: [[...], [...], [...]] # ensure_number and ensure_boolean
  • with header: [OrderedDict([...]), OrderedDict([...]), OrderedDict([...])]
• json/yaml: [...] or {...}
• conf/ini: {section: {option1: value, option2: value, ...}, section2: {...}}
• excel:
  • default:
    • no header: [[...], [...], [...]] # ensure_number and ensure_boolean
    • with header: [OrderedDict([...]), OrderedDict([...]), OrderedDict([...])]
  • given sheets: {Sheet1: [], Sheet2: [],...}
• html/xml: {‘tag‘: html, ‘attrs‘: {}, ‘text‘: ‘‘, children: [{‘tag‘: ‘head‘,...},{‘tag‘: ‘body‘,...}]}

Todo

• load_xmind
• load_doc
• load_pdf
• all2json
• all2yaml
• all2all
• find
• change file and set value