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