def _load_from_cache(self, cache_file_name, defines, dtype, engine, suffix,
cache_is_valid, template_kwargs):
include_dirs = self._get_include_dirs(engine)
try:
with tarfile.open(cache_file_name, "r:gz") as tar:
cached_source = tar.extractfile("source." + suffix).read()
src, my_defines = self._generate_source(
defines, include_dirs, dtype, suffix, template_kwargs)
real_source = src.encode("utf-8")
if cached_source != real_source:
return None, None
for dep in set(self._scan_include_dependencies(suffix)):
cached_source = tar.extractfile(
os.path.basename(dep)).read()
with open(dep, "rb") as fr:
real_source = fr.read()
if cached_source != real_source:
return None, None
cache = pickle.loads(tar.extractfile("binaries.pickle").read())
if not cache_is_valid(cache):
return None, None
bins = cache["binaries"]
if not isinstance(bins, bytes) and (
not isinstance(bins, list) or len(bins) == 0 or
not isinstance(bins[0], bytes)):
self.warning("Cached binaries have an invalid format")
return None, None
return cache["binaries"], my_defines
except Exception as e:
self.debug("Failed to load %s: %s", cache_file_name, e)
return None, None
def fill_minibatch(self):
chunks_map = [
self.get_address(sample) + (i,) for i, sample in
enumerate(self.minibatch_indices.mem[:self.minibatch_size])]
chunks_map.sort()
prev_chunk_number = -1
chunk = None
for chunk_number, chunk_offset, index in chunks_map:
if prev_chunk_number != chunk_number:
prev_chunk_number = chunk_number
self.file.seek(self.offset_table[chunk_number])
buffer = self.file.read(self.offset_table[chunk_number + 1] -
self.offset_table[chunk_number])
chunk = pickle.loads(self.decompress(buffer))
mb_data, mb_labels = chunk
self.minibatch_data[index] = mb_data[chunk_offset]
if self.has_labels:
self.minibatch_labels[index] = mb_labels[chunk_offset]
def messageReceived(self, message):
self.graphics.debug("Received %d bytes", len(message[0]))
raw_data = snappy.decompress(message[0][len('graphics'):])
obj = pickle.loads(raw_data)
self.graphics.update(obj, raw_data)
def messageReceived(self, message):
self.graphics.debug("Received %d bytes", len(message[0]))
raw_data = snappy.decompress(message[0][len('graphics'):])
obj = pickle.loads(raw_data)
self.graphics.update(obj, raw_data)
