File: datafile.py

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python-avro 1.10.1%2Bdfsg-1
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#!/usr/bin/env python

##
# Licensed to the Apache Software Foundation (ASF) under one
# or more contributor license agreements.  See the NOTICE file
# distributed with this work for additional information
# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
# "License"); you may not use this file except in compliance
# with the License.  You may obtain a copy of the License at
#
# https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

"""Read/Write Avro File Object Containers."""

from __future__ import absolute_import, division, print_function

import io
import os
import random
import zlib

import avro.io
import avro.schema
from avro.codecs import Codecs

#
# Constants
#
VERSION = 1
MAGIC = bytes(b'Obj' + bytearray([VERSION]))
MAGIC_SIZE = len(MAGIC)
SYNC_SIZE = 16
SYNC_INTERVAL = 4000 * SYNC_SIZE  # TODO(hammer): make configurable
META_SCHEMA = avro.schema.parse("""\
{"type": "record", "name": "org.apache.avro.file.Header",
 "fields" : [
   {"name": "magic", "type": {"type": "fixed", "name": "magic", "size": %d}},
   {"name": "meta", "type": {"type": "map", "values": "bytes"}},
   {"name": "sync", "type": {"type": "fixed", "name": "sync", "size": %d}}]}
""" % (MAGIC_SIZE, SYNC_SIZE))

NULL_CODEC = 'null'
VALID_CODECS = Codecs.supported_codec_names()
VALID_ENCODINGS = ['binary']  # not used yet

CODEC_KEY = "avro.codec"
SCHEMA_KEY = "avro.schema"

#
# Exceptions
#


class DataFileException(avro.schema.AvroException):
    """
    Raised when there's a problem reading or writing file object containers.
    """

    def __init__(self, fail_msg):
        avro.schema.AvroException.__init__(self, fail_msg)

#
# Write Path
#


class _DataFile(object):
    """Mixin for methods common to both reading and writing."""

    block_count = 0
    _meta = None
    _sync_marker = None

    def __enter__(self):
        return self

    def __exit__(self, type, value, traceback):
        # Perform a close if there's no exception
        if type is None:
            self.close()

    def get_meta(self, key):
        return self.meta.get(key)

    def set_meta(self, key, val):
        self.meta[key] = val

    @property
    def sync_marker(self):
        return self._sync_marker

    @property
    def meta(self):
        """Read-only dictionary of metadata for this datafile."""
        if self._meta is None:
            self._meta = {}
        return self._meta

    @property
    def codec(self):
        """Meta are stored as bytes, but codec is returned as a string."""
        try:
            return self.get_meta(CODEC_KEY).decode()
        except AttributeError:
            return "null"

    @codec.setter
    def codec(self, value):
        """Meta are stored as bytes, but codec is set as a string."""
        if value not in VALID_CODECS:
            raise DataFileException("Unknown codec: {!r}".format(value))
        self.set_meta(CODEC_KEY, value.encode())

    @property
    def schema(self):
        """Meta are stored as bytes, but schema is returned as a string."""
        return self.get_meta(SCHEMA_KEY).decode()

    @schema.setter
    def schema(self, value):
        """Meta are stored as bytes, but schema is set as a string."""
        self.set_meta(SCHEMA_KEY, value.encode())


class DataFileWriter(_DataFile):

    # TODO(hammer): make 'encoder' a metadata property
    def __init__(self, writer, datum_writer, writers_schema=None, codec=NULL_CODEC):
        """
        If the schema is not present, presume we're appending.

        @param writer: File-like object to write into.
        """
        self._writer = writer
        self._encoder = avro.io.BinaryEncoder(writer)
        self._datum_writer = datum_writer
        self._buffer_writer = io.BytesIO()
        self._buffer_encoder = avro.io.BinaryEncoder(self._buffer_writer)
        self.block_count = 0
        self._header_written = False

        if writers_schema is not None:
            self._sync_marker = generate_sixteen_random_bytes()
            self.codec = codec
            self.schema = str(writers_schema)
            self.datum_writer.writers_schema = writers_schema
        else:
            # open writer for reading to collect metadata
            dfr = DataFileReader(writer, avro.io.DatumReader())

            # TODO(hammer): collect arbitrary metadata
            # collect metadata
            self._sync_marker = dfr.sync_marker
            self.codec = dfr.codec

            # get schema used to write existing file
            self.schema = schema_from_file = dfr.schema
            self.datum_writer.writers_schema = avro.schema.parse(schema_from_file)

            # seek to the end of the file and prepare for writing
            writer.seek(0, 2)
            self._header_written = True

    # read-only properties
    writer = property(lambda self: self._writer)
    encoder = property(lambda self: self._encoder)
    datum_writer = property(lambda self: self._datum_writer)
    buffer_writer = property(lambda self: self._buffer_writer)
    buffer_encoder = property(lambda self: self._buffer_encoder)

    def _write_header(self):
        header = {'magic': MAGIC,
                  'meta': self.meta,
                  'sync': self.sync_marker}
        self.datum_writer.write_data(META_SCHEMA, header, self.encoder)
        self._header_written = True

    @property
    def codec(self):
        """Meta are stored as bytes, but codec is returned as a string."""
        return self.get_meta(CODEC_KEY).decode()

    @codec.setter
    def codec(self, value):
        """Meta are stored as bytes, but codec is set as a string."""
        if value not in VALID_CODECS:
            raise DataFileException("Unknown codec: {!r}".format(value))
        self.set_meta(CODEC_KEY, value.encode())

    # TODO(hammer): make a schema for blocks and use datum_writer
    def _write_block(self):
        if not self._header_written:
            self._write_header()

        if self.block_count > 0:
            # write number of items in block
            self.encoder.write_long(self.block_count)

            # write block contents
            uncompressed_data = self.buffer_writer.getvalue()
            codec = Codecs.get_codec(self.codec)
            compressed_data, compressed_data_length = codec.compress(uncompressed_data)

            # Write length of block
            self.encoder.write_long(compressed_data_length)

            # Write block
            self.writer.write(compressed_data)

            # write sync marker
            self.writer.write(self.sync_marker)

            # reset buffer
            self.buffer_writer.truncate(0)
            self.buffer_writer.seek(0)
            self.block_count = 0

    def append(self, datum):
        """Append a datum to the file."""
        self.datum_writer.write(datum, self.buffer_encoder)
        self.block_count += 1

        # if the data to write is larger than the sync interval, write the block
        if self.buffer_writer.tell() >= SYNC_INTERVAL:
            self._write_block()

    def sync(self):
        """
        Return the current position as a value that may be passed to
        DataFileReader.seek(long). Forces the end of the current block,
        emitting a synchronization marker.
        """
        self._write_block()
        return self.writer.tell()

    def flush(self):
        """Flush the current state of the file, including metadata."""
        self._write_block()
        self.writer.flush()

    def close(self):
        """Close the file."""
        self.flush()
        self.writer.close()


class DataFileReader(_DataFile):
    """Read files written by DataFileWriter."""
    # TODO(hammer): allow user to specify expected schema?
    # TODO(hammer): allow user to specify the encoder

    def __init__(self, reader, datum_reader):
        self._reader = reader
        self._raw_decoder = avro.io.BinaryDecoder(reader)
        self._datum_decoder = None  # Maybe reset at every block.
        self._datum_reader = datum_reader

        # read the header: magic, meta, sync
        self._read_header()

        # get file length
        self._file_length = self.determine_file_length()

        # get ready to read
        self.block_count = 0
        self.datum_reader.writers_schema = avro.schema.parse(self.schema)

    def __iter__(self):
        return self

    # read-only properties
    reader = property(lambda self: self._reader)
    raw_decoder = property(lambda self: self._raw_decoder)
    datum_decoder = property(lambda self: self._datum_decoder)
    datum_reader = property(lambda self: self._datum_reader)
    file_length = property(lambda self: self._file_length)

    def determine_file_length(self):
        """
        Get file length and leave file cursor where we found it.
        """
        remember_pos = self.reader.tell()
        self.reader.seek(0, 2)
        file_length = self.reader.tell()
        self.reader.seek(remember_pos)
        return file_length

    def is_EOF(self):
        return self.reader.tell() == self.file_length

    def _read_header(self):
        # seek to the beginning of the file to get magic block
        self.reader.seek(0, 0)

        # read header into a dict
        header = self.datum_reader.read_data(
            META_SCHEMA, META_SCHEMA, self.raw_decoder)

        # check magic number
        if header.get('magic') != MAGIC:
            fail_msg = "Not an Avro data file: %s doesn't match %s."\
                       % (header.get('magic'), MAGIC)
            raise avro.schema.AvroException(fail_msg)

        # set metadata
        self._meta = header['meta']

        # set sync marker
        self._sync_marker = header['sync']

    def _read_block_header(self):
        self.block_count = self.raw_decoder.read_long()
        codec = Codecs.get_codec(self.codec)
        self._datum_decoder = codec.decompress(self.raw_decoder)

    def _skip_sync(self):
        """
        Read the length of the sync marker; if it matches the sync marker,
        return True. Otherwise, seek back to where we started and return False.
        """
        proposed_sync_marker = self.reader.read(SYNC_SIZE)
        if proposed_sync_marker != self.sync_marker:
            self.reader.seek(-SYNC_SIZE, 1)
            return False
        return True

    def __next__(self):
        """Return the next datum in the file."""
        while self.block_count == 0:
            if self.is_EOF() or (self._skip_sync() and self.is_EOF()):
                raise StopIteration
            self._read_block_header()

        datum = self.datum_reader.read(self.datum_decoder)
        self.block_count -= 1
        return datum
    next = __next__

    def close(self):
        """Close this reader."""
        self.reader.close()


def generate_sixteen_random_bytes():
    try:
        return os.urandom(16)
    except NotImplementedError:
        return bytes(random.randrange(256) for i in range(16))