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# Copyright 2015 The TensorFlow Authors. All Rights Reserved.
#
# Licensed 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
#
# http://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.
# ==============================================================================
"""Tests for DecodeRaw op from parsing_ops."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import gzip
import zlib
from six import BytesIO
from tensorflow.python.framework import dtypes
from tensorflow.python.ops import array_ops
from tensorflow.python.ops import parsing_ops
from tensorflow.python.platform import test
class DecodeCompressedOpTest(test.TestCase):
def _compress(self, bytes_in, compression_type):
if not compression_type:
return bytes_in
elif compression_type == "ZLIB":
return zlib.compress(bytes_in)
else:
out = BytesIO()
with gzip.GzipFile(fileobj=out, mode="wb") as f:
f.write(bytes_in)
return out.getvalue()
def testDecompress(self):
for compression_type in ["ZLIB", "GZIP", ""]:
with self.cached_session():
in_bytes = array_ops.placeholder(dtypes.string, shape=[2])
decompressed = parsing_ops.decode_compressed(
in_bytes, compression_type=compression_type)
self.assertEqual([2], decompressed.get_shape().as_list())
result = decompressed.eval(
feed_dict={in_bytes: [self._compress(b"AaAA", compression_type),
self._compress(b"bBbb", compression_type)]})
self.assertAllEqual([b"AaAA", b"bBbb"], result)
def testDecompressWithRaw(self):
for compression_type in ["ZLIB", "GZIP", ""]:
with self.cached_session():
in_bytes = array_ops.placeholder(dtypes.string, shape=[None])
decompressed = parsing_ops.decode_compressed(
in_bytes, compression_type=compression_type)
decode = parsing_ops.decode_raw(decompressed, out_type=dtypes.int16)
result = decode.eval(
feed_dict={in_bytes: [self._compress(b"AaBC", compression_type)]})
self.assertAllEqual(
[[ord("A") + ord("a") * 256, ord("B") + ord("C") * 256]], result)
if __name__ == "__main__":
test.main()
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