Python json数据写入csv json excel文件

一.写入

写入csv和json, 可以使用csv这个包写, 我这里没有使用, 并且把写csv和json的写到一起了

具体的代码就不解释了

def write_file(file_name, items, file_type="json", mode="a+", csv_separ=",", is_close=True, is_count=True):
"""
file_name: file path or file name, example: ./data/test.csv or test or test.csv
items: data list, example: [{},{}]
file_type: csv or json, default json
mode: write mode, default a+
csv_separ: if file_type is csv, choose csv separ, default ,
is_close: write items, close file, default close
is_count: count write file num
"""
if not file_name.endswith(file_type):
file_name = "%s.%s" % (file_name, file_type) if not isinstance(items, (tuple, list)):
items = [items] is_exists = True
if not os.path.exists(file_name):
is_exists = False file = open(file_name, mode)
write_count = 0
for item in items:
if (file_type == "csv") and (not is_exists):
file.write(csv_separ.join(item.keys()) + "\n")
is_exists = True if file_type == "csv":
try:
value_list = [re.sub(r"[\r\t\n\s]+", "", str(v)) for v in item.values()]
file.write(csv_separ.join(value_list) + "\n")
except Exception as e:
print(item)
elif file_type == "json":
file.write(json.dumps(item, ensure_ascii=False) + "\n")
write_count += 1
if is_close:
file.close() if is_count:
data_dir, data_file_name = os.path.split(file_pname)
with open("%s/%s.csv" % (data_dir, "count"), "a+") as f:
f.write("%s,%s\n" % (data_file_name, write_count))
return write_count

二. 使用pandas写入excel文件

1. 安装pandas 和 openpyxl 模块

pip3 install pandas openpyxl

2. 写入excel文件

def write_xlsx(file_name, data, sheet_name="reviews", is_count=True):
"""
file_name: file path, example: /data/test.xlsx
data: data list, example: [{}, {}]
sheet_name: sheet name, dafault: reviews,
is_count: count write file num
"""
excelWriter = pd.ExcelWriter(file_name)
datas = pd.DataFrame(data=list(data))
datas.to_excel(excelWriter, sheet_name=sheet_name, engine="openpyxl", index=False)
excelWriter.save()
excelWriter.close()
if is_count:
data_dir, data_file_name = os.path.split(file_pname)
with open("%s/%s.csv" % (data_dir, "count"), "a+") as f:
f.write("%s,%s\n" % (data_file_name, write_count))
return len(data)

3. 报错

一般的情况下, 只需要将模块更新到最新版即可

如有问题欢迎交流

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