Bad pipe messages

未指定源文件或测试。首先复现 Azure Machine Learning 上的 Jupyter notebook 执行单元格时出现的临时消息，然后检查 ipykernel socket handler 以及报告的 JSON 和 UTF-8 解析错误。完成的标准是确定 notebook 数据是否受到影响，并记录或实现一种安全地抑制无害消息的方法。

When executing cells in a notebook in Azure Machine learning the following message is output occasionally
Bad pipe message: %s [b'\xc6\x9c\x9b \xf2\xe6\xa7\xb2\xfc\x82\xfa\xd6\xd8\x1d\x8d>\x0c\x08\x00\x00\xa2\xc0\x14\xc0\n\x009\x008\x007\x006\x00\x88\x00\x87\x00\x86\x00\x85\xc0\x19\x00:\x00\x89\xc0\x0f'] Bad pipe message: %s [b'\xa1\x8a\xb0#\x05,\x8d\xaa+L\xfc \x1c\x97\x01'] Bad pipe message: %s [b"\x14\xd3{W-.\x0e}\x9b\xa5&\xc2[\x80=\xad\xda\xba\x00\x00|\xc0,\xc00\x00\xa3\x00\x9f\xcc\xa9\xcc\xa8\xcc\xaa\xc0\xaf\xc0\xad\xc0\xa3\xc0\x9f\xc0]\xc0a\xc0W\xc0S\xc0+\xc0/\x00\xa2\x00\x9e\xc0\xae\xc0\xac\xc0\xa2\xc0\x9e\xc0\\\xc0\xc0V\xc0R\xc0$\xc0(\x00k\x00j\xc0#\xc0'\x00g\x00@\xc0\n\xc0\x14\x009\x008\xc0\t\xc0\x13\x003\x002\x00\x9d\xc0\xa1\xc0\x9d\xc0Q\x00\x9c\xc0\xa0\xc0\x9c\xc0P\x00=\x00<\x005\x00/\x00\x9a\x00\x99\xc0\x07\xc0\x11\x00\x96\x00\x05\x00\xff\x01\x00\x00j\x00\x00\x00\x0e\x00\x0c\x00\x00\t127.0.0.1\x00\x0b\x00\x04\x03\x00\x01\x02\x00\n\x00\x0c\x00\n\x00\x1d\x00\x17\x00\x1e\x00\x19\x00\x18\x00#\x00\x00\x00\x16\x00\x00\x00\x17\x00\x00\x00\r\x000\x00.\x04\x03\x05\x03\x06\x03\x08\x07\x08\x08\x08\t\x08\n\x08\x0b\x08\x04\x08\x05\x08\x06\x04\x01\x05\x01\x06\x01\x03\x03\x02\x03\x03\x01\x02\x01\x03\x02\x02\x02\x04\x02\x05\x02"]
Bad pipe message: %s [b'\xaf\x03\x01\x13F=\x85l\\x9c\x19A\x08\xab\x01\xc5\x196\x00\x00\xa6\xc0,\xc00\x00\xa3\x00\x9f\xcc\xa9\xcc']
Bad pipe message: %s [b"3\x0f\x86O\t\x91\xe8\xdeW\xae\xdd\x8aE\x843\xceE\xc5\x00\x00\xf4\xc00\xc0,\xc0(\xc0$\xc0\x14\xc0\n\x00\xa5\x00\xa3\x00\xa1\x00\x9f\x00k\x00j\x00i\x00h\x009\x008\x007\x006\x00\x88\x00\x87\x00\x86\x00\x85\xc0\x19\x00\xa7\x00m\x00:\x00\x89\xc02\xc0.\xc0*\xc0&\xc0\x0f\xc0\x05\x00\x9d\x00=\x005\x00\x84\xc0/\xc0+\xc0'\xc0#\xc0\x13\xc0\t\x00\xa4\x00\xa2\x00\xa0\x00\x9e\x00g\x00@\x00?\x00>\x003\x002\x001\x000\x00\x9a\x00\x99\x00\x98\x00\x97\x00E\x00D\x00C\x00B\xc0\x18\x00\xa6\x00l\x004\x00\x9b\x00F\xc01\xc0", b')\xc0%\xc0\x0e\xc0\x04\x00\x9c\x00<\x00/\x00\x96\x00A\x00\x07\xc0\x11\xc0\x07\xc0\x16\x00\x18\xc0\x0c\xc0\x02\x00\x05\x00\x04\xc0\x12\xc0\x08\x00\x16\x00\x13\x00']
Bad pipe message: %s [b'3']
Bad pipe message: %s [b'\xcb\xbb\x0eXg\xca~+\x92d\xbf\x1b\x16\x8f\x83\x1c\xe7\x9c\x00\x00\xa2\xc0\x14\xc0\n\x009\x008\x007\x006\x00\x88\x00\x87\x00\x86\x00\x85\xc0\x19\x00:\x00\x89\xc0', b'\x05\x005\x00\x84\xc0\x13\xc0\t\x003\x002\x00']
Bad pipe message: %s [b"\xe3\xff\x9b\xb2&h\xfe\xca\xc6\xd5\xb3\xa7\xcc\n\xa4P\t\xe2\x00\x00\x86\xc00\xc0,\xc0(\xc0$\xc0\x14\xc0\n\x00\xa5\x00\xa3\x00\xa1\x00\x9f\x00k\x00j\x00i\x00h\x009\x008\x007\x006\xc02\xc0.\xc0*\xc0&\xc0\x0f\xc0\x05\x00\x9d\x00=\x005\xc0/\xc0+\xc0'\xc0#\xc0\x13\xc0\t\x00\xa4\x00\xa2\x00\xa0\x00\x9e\x00g\x00@\x00?\x00>\x003\x002\x001\x000\xc01\xc0-\xc0)\xc0%\xc0\x0e\xc0\x04\x00\x9c\x00<\x00/\x00\x9a\x00\x99\x00\x98\x00\x97\x00\x96\x00\x07\xc0\x11\xc0\x07\xc0\x0c\xc0\x02\x00\x05\x00\x04\x00\xff\x02\x01\x00\x00g\x00\x00\x00\x0e\x00\x0c\x00\x00\t127.0.0.1\x00\x0b\x00\x04\x03\x00\x01"]
Bad pipe message: %s [b'\x05\xf7#\x11\x0b\xefT\xd0\xbdT\xa6\x89\xd5\xe1', b'\xe6\xfd\x00\x00\xa2\xc0\x14\xc0\n\x009\x008\x007\x006\x00\x88\x00\x87\x00\x86\x00\x85\xc0\x19\x00:\x00\x89\xc0\x0f\xc0\x05\x005\x00\x84\xc0\x13\xc0\t\x003\x002\x001\x000\x00\x9a\x00\x99\x00\x98\x00\x97\x00']
Bad pipe message: %s [b'D\x00C\x00B\xc0\x18\x004\x00\x9b\x00F\xc0\x0e\xc0\x04\x00/\x00\x96\x00A\x00\x07\xc0\x11\xc0\x07\xc0\x16\x00\x18\xc0\x0c\xc0\x02\x00\x05\x00\x04\xc0\x12\xc0\x08\x00\x16\x00\x13\x00\x10\x00\r\xc0\x17\x00\x1b\xc0\r\xc0\x03\x00\n\x00\x15\x00\x12\x00']
Bad pipe message: %s [b'\n']
Bad pipe message: %s [b'0\x00\x9a\x00\x99\x00\x98\x00\x97\x00E\x00D\x00C\x00B\xc0\x18\x004\x00\x9b\x00F\xc0\x0e\xc0\x04\x00/\x00\x96\x00A\x00\x07\xc0\x11\xc0\x07\xc0\x16\x00\x18\xc0\x0c\xc0']
Bad pipe message: %s [b"\xaa\xc0\xaf\xc0\xad\xc0\xa3\xc0\x9f\xc0]\xc0a\xc0W\xc0S\xc0+\xc0/\x00\xa2\x00\x9e\xc0\xae\xc0\xac\xc0\xa2\xc0\x9e\xc0\\xc0`\xc0V\xc0R\xc0$\xc0(\x00k\x00j\xc0s\xc0w\x00\xc4\x00\xc3\xc0#\xc0'\x00g\x00@\xc0r\xc0v\x00\xbe\x00\xbd\xc0\n\xc0\x14\x009\x008\x00\x88\x00\x87\xc0\t\xc0\x13\x003\x002\x00\x9a\x00\x99\x00E\x00D\xc0\x07\xc0\x11\xc0\x08\xc0\x12\x00\x16\x00\x13\x00\x9d\xc0\xa1\xc0\x9d\xc0Q\x00\x9c\xc0\xa0\xc0\x9c\xc0P\x00=\x00\xc0\x00<\x00\xba\x005\x00\x84\x00/\x00\x96\x00A\x00\x05\x00\n\x00\xff\x01\x00\x00j\x00\x00\x00\x0e\x00\x0c\x00\x00\t1"]
Bad pipe message: %s [b'\r\xc0\x17\x00\x1b\xc0\r\xc0\x03\x00\n\x00\x15\x00\x12']
Bad pipe message: %s [b'\x0c\x00\x1a\x00\t\x00\x14\x00\x11\x00\x19\x00\x08\x00']
Bad pipe message: %s [b'.0.0.1\x00\x0b\x00\x04\x03\x00\x01\x02\x00\n\x00\x0c\x00\n\x00\x1d\x00\x17\x00\x1e\x00\x19\x00\x18\x00#\x00\x00\x00\x16\x00\x00\x00\x17\x00\x00\x00\r\x000\x00.\x04', b'\x03\x06', b'\x07\x08']
Bad pipe message: %s [b'\x05']
Bad pipe message: %s [b'\x17\x00\x03\xc0\x10']
Bad pipe message: %s [b'\t\x08\n\x08\x0b\x08\x04']
Bad pipe message: %s [b'\x08\x06\x04\x01\x05\x01\x06', b'', b'\x03\x03']
Bad pipe message: %s [b'']
Bad pipe message: %s [b'', b'\x02']
Bad pipe message: %s [b'\x05\x02\x06']
Uploading test_clean_df.csv (< 1 MB): 705MB [00:11, 63.4MB/s]

[Handler.handle()] Failed to read or parse request from socket: Expecting value: line 1 column 1 (char 0)
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xe4 in position 4: invalid continuation byte
[Handler.handle()] Failed to handle request due to exception class=JSONDecodeError, message=Expecting value: line 1 column 1 (char 0)
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xe4 in position 4: invalid continuation byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xe4 in position 4: invalid continuation byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xe4 in position 4: invalid continuation byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xce in position 13: invalid continuation byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xce in position 13: invalid continuation byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xc0 in position 13: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xc0 in position 13: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xaf in position 4: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xaf in position 4: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xa2 in position 12: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xa2 in position 12: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xaf in position 4: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xaf in position 4: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xd0 in position 12: invalid continuation byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xd0 in position 12: invalid continuation byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0x92 in position 14: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0x92 in position 14: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xce in position 4: invalid continuation byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xce in position 4: invalid continuation byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0xb6 in position 12: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8' codec can't decode byte 0xb6 in position 12: invalid start byte
[Handler.handle()] Failed to read or parse request from socket: 'utf-8' codec can't decode byte 0x89 in position 4: invalid start byte
[Handler.handle()] Failed to handle request due to exception class=UnicodeDecodeError, message='utf-8'`

It does not seem to depend on what code is being executed and appears transient at times. Is this impacting any of the data or is there a way to silence this message? I note that in some of the messages besides the garbled messages are strings such as "127.0.0.1" which could be related to the server connection. Thanks for your help in debugging this!