Python爬虫接口返回纯字母数字组合的结果,该如何解析和处理?
爬 app 的内容, 抓出接口的都是这些东西,
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Python爬虫接口返回纯字母数字组合的结果,该如何解析和处理?
一个接口有这么长?
这种情况通常意味着接口返回的是经过编码或压缩的数据,比如Base64、Gzip压缩后的二进制数据,或者是某种序列化格式(如Protobuf)的十六进制表示。
首先,你需要检查响应头中的Content-Type,这是最重要的线索。然后根据类型选择对应的处理方式:
import base64
import gzip
import json
from io import BytesIO
import binascii
def parse_encoded_response(response_text, content_type=None):
"""
解析编码的响应数据
Args:
response_text: 接口返回的纯字母数字文本
content_type: 响应头中的Content-Type(如果有)
"""
# 1. 先尝试最常见的Base64解码
try:
# Base64解码
decoded = base64.b64decode(response_text)
# 尝试解压Gzip(如果是压缩数据)
try:
decompressed = gzip.decompress(decoded)
# 尝试解析为JSON
try:
return json.loads(decompressed.decode('utf-8'))
except:
return decompressed.decode('utf-8', errors='ignore')
except:
# 如果不是Gzip,直接尝试解码为字符串
try:
return decoded.decode('utf-8')
except:
return decoded # 返回二进制数据
except (binascii.Error, Exception):
# 2. 如果不是Base64,尝试十六进制解码
try:
hex_decoded = bytes.fromhex(response_text)
# 同样尝试解压和解析
try:
decompressed = gzip.decompress(hex_decoded)
return json.loads(decompressed.decode('utf-8'))
except:
try:
return hex_decoded.decode('utf-8')
except:
return hex_decoded
except ValueError:
# 3. 如果都不是,可能是自定义编码或原始数据
return response_text
# 使用示例
response = "eyJkYXRhIjogIlRlc3QifQ==" # Base64编码的JSON
result = parse_encoded_response(response)
print(f"解析结果: {result}")
# 如果是Gzip压缩的Base64
gzip_base64 = "H4sIAAAAAAAA/6tWykvMTVWyUsrJzE0FAFXc8XwHAAAA" # "test"的gzip+base64
result2 = parse_encoded_response(gzip_base64)
print(f"Gzip解析结果: {result2}")
如果上述方法都不行,可能需要:
- 检查API文档,看是否有特定的编码方式
- 用
response.content获取原始字节而不是response.text - 查看响应头中的
Content-Encoding字段
建议先确定数据的具体编码格式再处理。
哦 不 接口抓下来的内容是这些
页端的话要么追踪调试 js 摸清解密方式,要么用浏览器抓取。
APP 的话要么反编译获取解密函数,要么用模拟点击的形式实现。
APP 的话 模拟点击? 用 appnium 还是什么?
反编译了 代码都混淆怎么办?
java 不好的我看不出来啊 …
就算是反编译也不一定看得出,有可能是在本地用 NDK 处理加解密的
只能一点一点分析了,没有捷径
对头
一年就是加密后的数据,你需要逆向找到解密算法和密钥


