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Python實現yaml與json檔案批次互轉

2022-07-27 22:00:57

1. 安裝yaml庫

想要使用python實現yaml與json格式互相轉換,需要先下載pip,再通過pip安裝yaml庫。

如何下載以及使用pip,可參考:pip的安裝與使用,解決pip下載速度慢的問題

安裝yaml庫:

pip install pyyaml

2. yaml轉json

新建一個test.yaml檔案,新增以下內容:

A:
     hello:
          name: Michael    
          address: Beijing 
          
B:
     hello:
          name: jack 
          address: Shanghai

程式碼如下:

import yaml
import json

# yaml檔案內容轉換成json格式
def yaml_to_json(yamlPath):
    with open(yamlPath, encoding="utf-8") as f:
        datas = yaml.load(f,Loader=yaml.FullLoader)  # 將檔案的內容轉換為字典形式
    jsonDatas = json.dumps(datas, indent=5) # 將字典的內容轉換為json格式的字串
    print(jsonDatas)

if __name__ == "__main__":
    jsonPath = 'E:/Code/Python/test/test.yaml'
    yaml_to_json(jsonPath)
    

執行結果如下:

{
     "A": {
          "hello": {
               "name": "Michael",   
               "address": "Beijing" 
          }
     },
     "B": {
          "hello": {
               "name": "jack",      
               "address": "Shanghai"
          }
     }
}

3. json轉yaml

新建一個test.json檔案,新增以下內容:

{
    "A": {
         "hello": {
            "name": "Michael",
            "address": "Beijing"           
         }
    },
    "B": {
         "hello": {
            "name": "jack",
            "address": "Shanghai"    
         }
    }
}

程式碼如下:

import yaml
import json

# json檔案內容轉換成yaml格式
def json_to_yaml(jsonPath):
    with open(jsonPath, encoding="utf-8") as f:
        datas = json.load(f) # 將檔案的內容轉換為字典形式
    yamlDatas = yaml.dump(datas, indent=5, sort_keys=False) # 將字典的內容轉換為yaml格式的字串
    print(yamlDatas)

if __name__ == "__main__":
    jsonPath = 'E:/Code/Python/test/test.json'
    json_to_yaml(jsonPath)

執行結果如下:

A:
     hello:
          name: Michael
          address: Beijing
B:
     hello:
          name: jack
          address: Shanghai

注意,如果不加sort_keys=False,那麼預設是排序的,則執行結果如下:

A:
     hello:
          address: Beijing
          name: Michael
B:
     hello:
          address: Shanghai
          name: jack

4. 批次將yaml與json檔案互相轉換

yaml與json檔案互相轉換:

import yaml
import json
import os
from pathlib import Path
from fnmatch import fnmatchcase

class Yaml_Interconversion_Json:
    def __init__(self):
        self.filePathList = []
    
    # yaml檔案內容轉換成json格式
    def yaml_to_json(self, yamlPath):
        with open(yamlPath, encoding="utf-8") as f:
            datas = yaml.load(f,Loader=yaml.FullLoader)  
        jsonDatas = json.dumps(datas, indent=5)
        # print(jsonDatas)
        return jsonDatas

    # json檔案內容轉換成yaml格式
    def json_to_yaml(self, jsonPath):
        with open(jsonPath, encoding="utf-8") as f:
            datas = json.load(f)
        yamlDatas = yaml.dump(datas, indent=5)
        # print(yamlDatas)
        return yamlDatas

    # 生成檔案
    def generate_file(self, filePath, datas):
        if os.path.exists(filePath):
            os.remove(filePath)	
        with open(filePath,'w') as f:
            f.write(datas)

    # 清空列表
    def clear_list(self):
        self.filePathList.clear()

    # 修改檔案字尾
    def modify_file_suffix(self, filePath, suffix):
        dirPath = os.path.dirname(filePath)
        fileName = Path(filePath).stem + suffix
        newPath = dirPath + '/' + fileName
        # print('{}_path:{}'.format(suffix, newPath))
        return newPath

    # 原yaml檔案同級目錄下,生成json檔案
    def generate_json_file(self, yamlPath, suffix ='.json'):
        jsonDatas = self.yaml_to_json(yamlPath)
        jsonPath = self.modify_file_suffix(yamlPath, suffix)
        # print('jsonPath:{}'.format(jsonPath))
        self.generate_file(jsonPath, jsonDatas)

    # 原json檔案同級目錄下,生成yaml檔案
    def generate_yaml_file(self, jsonPath, suffix ='.yaml'):
        yamlDatas = self.json_to_yaml(jsonPath)
        yamlPath = self.modify_file_suffix(jsonPath, suffix)
        # print('yamlPath:{}'.format(yamlPath))
        self.generate_file(yamlPath, yamlDatas)

    # 查詢指定資料夾下所有相同名稱的檔案
    def search_file(self, dirPath, fileName):
        dirs = os.listdir(dirPath) 
        for currentFile in dirs: 
            absPath = dirPath + '/' + currentFile 
            if os.path.isdir(absPath): 
                self.search_file(absPath, fileName)
            elif currentFile == fileName:
                self.filePathList.append(absPath)

    # 查詢指定資料夾下所有相同字尾名的檔案
    def search_file_suffix(self, dirPath, suffix):
        dirs = os.listdir(dirPath) 
        for currentFile in dirs: 
            absPath = dirPath + '/' + currentFile 
            if os.path.isdir(absPath):
                if fnmatchcase(currentFile,'.*'): 
                    pass
                else:
                    self.search_file_suffix(absPath, suffix)
            elif currentFile.split('.')[-1] == suffix: 
                self.filePathList.append(absPath)

    # 批次刪除指定資料夾下所有相同名稱的檔案
    def batch_remove_file(self, dirPath, fileName):
        self.search_file(dirPath, fileName)
        print('The following files are deleted:{}'.format(self.filePathList))
        for filePath in self.filePathList:
            if os.path.exists(filePath):
                os.remove(filePath)	
        self.clear_list()

    # 批次刪除指定資料夾下所有相同字尾名的檔案
    def batch_remove_file_suffix(self, dirPath, suffix):
        self.search_file_suffix(dirPath, suffix)
        print('The following files are deleted:{}'.format(self.filePathList))
        for filePath in self.filePathList:
            if os.path.exists(filePath):
                os.remove(filePath)	
        self.clear_list()

    # 批次將目錄下的yaml檔案轉換成json檔案
    def batch_yaml_to_json(self, dirPath):
        self.search_file_suffix(dirPath, 'yaml')
        print('The converted yaml file is as follows:{}'.format(self.filePathList))
        for yamPath in self.filePathList:
            try:
                self.generate_json_file(yamPath)
            except Exception as e:
                print('YAML parsing error:{}'.format(e))         
        self.clear_list()

    # 批次將目錄下的json檔案轉換成yaml檔案
    def batch_json_to_yaml(self, dirPath):
        self.search_file_suffix(dirPath, 'json')
        print('The converted json file is as follows:{}'.format(self.filePathList))
        for jsonPath in self.filePathList:
            try:
                self.generate_yaml_file(jsonPath)
            except Exception as e:
                print('JSON parsing error:{}'.format(jsonPath))
                print(e)
        self.clear_list()

if __name__ == "__main__":
    dirPath = 'C:/Users/hwx1109527/Desktop/yaml_to_json'
    fileName = 'os_deploy_config.yaml'
    suffix = 'yaml'
    filePath = dirPath + '/' + fileName
    yaml_interconversion_json = Yaml_Interconversion_Json()
    yaml_interconversion_json.batch_yaml_to_json(dirPath)
    # yaml_interconversion_json.batch_json_to_yaml(dirPath)
    # yaml_interconversion_json.batch_remove_file_suffix(dirPath, suffix)

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