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import json |
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import json.decoder |
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from ..errors import StreamParseError |
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json_decoder = json.JSONDecoder() |
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def stream_as_text(stream): |
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""" |
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Given a stream of bytes or text, if any of the items in the stream |
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are bytes convert them to text. |
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This function can be removed once we return text streams |
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instead of byte streams. |
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""" |
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for data in stream: |
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if not isinstance(data, str): |
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data = data.decode('utf-8', 'replace') |
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yield data |
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def json_splitter(buffer): |
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"""Attempt to parse a json object from a buffer. If there is at least one |
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object, return it and the rest of the buffer, otherwise return None. |
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""" |
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buffer = buffer.strip() |
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try: |
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obj, index = json_decoder.raw_decode(buffer) |
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rest = buffer[json.decoder.WHITESPACE.match(buffer, index).end():] |
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return obj, rest |
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except ValueError: |
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return None |
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def json_stream(stream): |
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"""Given a stream of text, return a stream of json objects. |
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This handles streams which are inconsistently buffered (some entries may |
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be newline delimited, and others are not). |
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""" |
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return split_buffer(stream, json_splitter, json_decoder.decode) |
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def line_splitter(buffer, separator='\n'): |
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index = buffer.find(str(separator)) |
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if index == -1: |
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return None |
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return buffer[:index + 1], buffer[index + 1:] |
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def split_buffer(stream, splitter=None, decoder=lambda a: a): |
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"""Given a generator which yields strings and a splitter function, |
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joins all input, splits on the separator and yields each chunk. |
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Unlike string.split(), each chunk includes the trailing |
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separator, except for the last one if none was found on the end |
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of the input. |
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""" |
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splitter = splitter or line_splitter |
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buffered = '' |
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for data in stream_as_text(stream): |
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buffered += data |
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while True: |
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buffer_split = splitter(buffered) |
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if buffer_split is None: |
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break |
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item, buffered = buffer_split |
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yield item |
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if buffered: |
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try: |
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yield decoder(buffered) |
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except Exception as e: |
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raise StreamParseError(e) from e |
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