def get_stream(self):
range_infos = self._get_range_infos()
chunk_iter = iter(self.chunks)
# we use eventlet GreenPool to manage readers
with green.ContextPool(self.storage_method.ec_nb_data) as pool:
pile = GreenPile(pool)
# we use eventlet GreenPile to spawn readers
for _j in range(self.storage_method.ec_nb_data):
pile.spawn(self._get_fragment, chunk_iter, range_infos,
self.storage_method)
readers = []
for reader, parts_iter in pile:
if reader.status in (200, 206):
readers.append((reader, parts_iter))
# TODO log failures?
# with EC we need at least ec_nb_data valid readers
if len(readers) >= self.storage_method.ec_nb_data:
# all readers should return the same Content-Length
# so just take the headers from one of them
resp_headers = HeadersDict(readers[0][0].headers)
fragment_length = int(resp_headers.get('Content-Length'))
read_iterators = [it for _, it in readers]
stream = ECStream(self.storage_method, read_iterators, range_infos,
self.meta_length, fragment_length)
# start the stream
stream.start()
return stream
else:
raise exceptions.ServiceUnavailable(
'Not enough valid sources to read (%d/%d)' % (
len(readers), self.storage_method.ec_nb_data))
def take_action(self, parsed_args):
self.log.debug('take_action(%s)', parsed_args)
digits = self.app.client_manager.meta1_digits
concurrency = parsed_args.concurrency
conf = {'namespace': self.app.client_manager.namespace}
if parsed_args.proxy:
conf.update({'proxyd_url': parsed_args.proxy})
else:
ns_conf = self.app.client_manager.sds_conf
proxy = ns_conf.get('proxy')
conf.update({'proxyd_url': proxy})
workers = list()
with green.ContextPool(concurrency) as pool:
pile = GreenPile(pool)
prefix_queue = Queue(16)
# Prepare some workers
for _ in range(concurrency):
worker = WarmupWorker(self.app.client_manager.client_conf,
self.log)
workers.append(worker)
pile.spawn(worker.run, prefix_queue)
# Feed the queue
trace_increment = 0.01
trace_next = trace_increment
sent, total = 0, float(count_prefixes(digits))
for prefix in generate_prefixes(digits):
sent += 1
prefix_queue.put(prefix)
# Display the progression
ratio = float(sent) / total
if ratio >= trace_next:
self.log.info("... %d%%", int(ratio * 100.0))
trace_next += trace_increment
self.log.debug("Send the termination marker")
prefix_queue.join()
self.log.info("All the workers are done")
def _stream(self, source, size, writers):
bytes_transferred = 0
# create EC encoding generator
ec_stream = ec_encode(self.storage_method, len(self.meta_chunk))
# init generator
ec_stream.send(None)
def send(data):
self.checksum.update(data)
self.global_checksum.update(data)
# get the encoded fragments
fragments = ec_stream.send(data)
if fragments is None:
# not enough data given
return
current_writers = list(writers)
failed_chunks = list()
for writer in current_writers:
fragment = fragments[chunk_index[writer]]
if not writer.failed:
if writer.checksum:
writer.checksum.update(fragment)
writer.send(fragment)
else:
current_writers.remove(writer)
failed_chunks.append(writer.chunk)
self.quorum_or_fail([w.chunk for w in current_writers],
failed_chunks)
try:
# we use eventlet GreenPool to manage writers
with green.ContextPool(len(writers)) as pool:
# convenient index to figure out which writer
# handles the resulting fragments
chunk_index = self._build_index(writers)
# init writers in pool
for writer in writers:
writer.start(pool)
def read(read_size):
with green.SourceReadTimeout(self.read_timeout):
try:
data = source.read(read_size)
except (ValueError, IOError) as exc:
raise SourceReadError(str(exc))
return data
# the main write loop
if size:
while True:
remaining_bytes = size - bytes_transferred
if io.WRITE_CHUNK_SIZE < remaining_bytes:
read_size = io.WRITE_CHUNK_SIZE
else:
read_size = remaining_bytes
data = read(read_size)
bytes_transferred += len(data)
if len(data) == 0:
break
send(data)
else:
while True:
data = read(io.WRITE_CHUNK_SIZE)
bytes_transferred += len(data)
if len(data) == 0:
break
send(data)
# flush out buffered data
send('')
# wait for all data to be processed
for writer in writers:
writer.wait()
# trailer headers
# metachunk size
# metachunk hash
metachunk_size = bytes_transferred
metachunk_hash = self.checksum.hexdigest()
for writer in writers:
writer.finish(metachunk_size, metachunk_hash)
return bytes_transferred
except green.SourceReadTimeout as exc:
logger.warn('%s', exc)
raise exceptions.SourceReadTimeout(exc)
except SourceReadError as exc:
logger.warn('Source read error: %s', exc)
raise
except Timeout as to:
logger.error('Timeout writing data: %s', to)
raise exceptions.OioTimeout(to)
except Exception:
logger.exception('Exception writing data')
raise
def _decode_segments(self, fragment_iterators):
"""
Reads from fragments and yield full segments
"""
# we use eventlet Queue to read fragments
queues = []
# each iterators has its queue
for _j in range(len(fragment_iterators)):
queues.append(Queue(1))
def put_in_queue(fragment_iterator, queue):
"""
Coroutine to read the fragments from the iterator
"""
try:
for fragment in fragment_iterator:
# put the read fragment in the queue
queue.put(fragment)
# the queues are of size 1 so this coroutine blocks
# until we decode a full segment
except GreenletExit:
# ignore
pass
except green.ChunkReadTimeout as err:
logger.error('%s', err)
except Exception:
logger.exception("Exception on reading")
finally:
queue.resize(2)
# put None to indicate the decoding loop
# this is over
queue.put(None)
# close the iterator
fragment_iterator.close()
# we use eventlet GreenPool to manage the read of fragments
with green.ContextPool(len(fragment_iterators)) as pool:
# spawn coroutines to read the fragments
for fragment_iterator, queue in zip(fragment_iterators, queues):
pool.spawn(put_in_queue, fragment_iterator, queue)
# main decoding loop
while True:
data = []
# get the fragments from the queues
for queue in queues:
fragment = queue.get()
queue.task_done()
data.append(fragment)
if not all(data):
# one of the readers returned None
# impossible to read segment
break
# actually decode the fragments into a segment
try:
segment = self.storage_method.driver.decode(data)
except exceptions.ECError:
# something terrible happened
logger.exception("ERROR decoding fragments")
raise
yield segment
def stream(self, source, size):
bytes_transferred = 0
meta_chunk = self.meta_chunk
if self.chunk_checksum_algo:
meta_checksum = hashlib.new(self.chunk_checksum_algo)
else:
meta_checksum = None
pile = GreenPile(len(meta_chunk))
failed_chunks = []
current_conns = []
for chunk in meta_chunk:
pile.spawn(self._connect_put, chunk)
for conn, chunk in pile:
if not conn:
failed_chunks.append(chunk)
else:
current_conns.append(conn)
self.quorum_or_fail([co.chunk for co in current_conns], failed_chunks)
bytes_transferred = 0
try:
with green.ContextPool(len(meta_chunk)) as pool:
for conn in current_conns:
conn.failed = False
conn.queue = LightQueue(io.PUT_QUEUE_DEPTH)
pool.spawn(self._send_data, conn)
while True:
buffer_size = self.buffer_size()
if size is not None:
remaining_bytes = size - bytes_transferred
if buffer_size < remaining_bytes:
read_size = buffer_size
else:
read_size = remaining_bytes
else:
read_size = buffer_size
with green.SourceReadTimeout(self.read_timeout):
try:
data = source.read(read_size)
except (ValueError, IOError) as err:
raise SourceReadError(str(err))
if len(data) == 0:
for conn in current_conns:
if not conn.failed:
conn.queue.put('')
break
self.checksum.update(data)
if meta_checksum:
meta_checksum.update(data)
bytes_transferred += len(data)
# copy current_conns to be able to remove a failed conn
for conn in current_conns[:]:
if not conn.failed:
conn.queue.put(data)
else:
current_conns.remove(conn)
failed_chunks.append(conn.chunk)
self.quorum_or_fail([co.chunk for co in current_conns],
failed_chunks)
for conn in current_conns:
while conn.queue.qsize():
sleep(0)
except green.SourceReadTimeout as err:
logger.warn('Source read timeout (reqid=%s): %s', self.reqid, err)
raise SourceReadTimeout(err)
except SourceReadError as err:
logger.warn('Source read error (reqid=%s): %s', self.reqid, err)
raise
except Timeout as to:
logger.error('Timeout writing data (reqid=%s): %s', self.reqid, to)
raise OioTimeout(to)
except Exception:
logger.exception('Exception writing data (reqid=%s)', self.reqid)
raise
success_chunks = []
for conn in current_conns:
if conn.failed:
failed_chunks.append(conn.chunk)
continue
pile.spawn(self._get_response, conn)
for (conn, resp) in pile:
if resp:
self._handle_resp(
conn, resp,
meta_checksum.hexdigest() if meta_checksum else None,
success_chunks, failed_chunks)
self.quorum_or_fail(success_chunks, failed_chunks)
for chunk in success_chunks:
chunk["size"] = bytes_transferred
return bytes_transferred, success_chunks[0]['hash'], success_chunks
def stream(self, source, size=None):
bytes_transferred = 0
meta_chunk = self.meta_chunk
meta_checksum = hashlib.md5()
pile = GreenPile(len(meta_chunk))
failed_chunks = []
current_conns = []
for chunk in meta_chunk:
pile.spawn(self._connect_put, chunk)
for conn, chunk in [d for d in pile]:
if not conn:
failed_chunks.append(chunk)
else:
current_conns.append(conn)
self.quorum_or_fail([co.chunk for co in current_conns], failed_chunks)
bytes_transferred = 0
try:
with green.ContextPool(len(meta_chunk)) as pool:
for conn in current_conns:
conn.failed = False
conn.queue = Queue(io.PUT_QUEUE_DEPTH)
pool.spawn(self._send_data, conn)
while True:
if size is not None:
remaining_bytes = size - bytes_transferred
if io.WRITE_CHUNK_SIZE < remaining_bytes:
read_size = io.WRITE_CHUNK_SIZE
else:
read_size = remaining_bytes
else:
read_size = io.WRITE_CHUNK_SIZE
with green.SourceReadTimeout(self.read_timeout):
try:
data = source.read(read_size)
except (ValueError, IOError) as e:
raise SourceReadError(str(e))
if len(data) == 0:
for conn in current_conns:
if not conn.failed:
conn.queue.put('0\r\n\r\n')
break
self.checksum.update(data)
meta_checksum.update(data)
bytes_transferred += len(data)
# copy current_conns to be able to remove a failed conn
for conn in current_conns[:]:
if not conn.failed:
conn.queue.put('%x\r\n%s\r\n' % (len(data), data))
else:
current_conns.remove(conn)
failed_chunks.append(conn.chunk)
self.quorum_or_fail([co.chunk for co in current_conns],
failed_chunks)
for conn in current_conns:
if conn.queue.unfinished_tasks:
conn.queue.join()
except green.SourceReadTimeout:
logger.warn('Source read timeout')
raise
except SourceReadError:
logger.warn('Source read error')
raise
except Timeout as to:
logger.exception('Timeout writing data')
raise exc.OioTimeout(to)
except Exception:
logger.exception('Exception writing data')
raise
success_chunks = []
for conn in current_conns:
if conn.failed:
failed_chunks.append(conn.chunk)
continue
pile.spawn(self._get_response, conn)
meta_checksum_hex = meta_checksum.hexdigest()
for (conn, resp) in pile:
if resp:
self._handle_resp(conn, resp, meta_checksum_hex,
success_chunks, failed_chunks)
self.quorum_or_fail(success_chunks, failed_chunks)
for chunk in success_chunks:
chunk["size"] = bytes_transferred
chunk["hash"] = meta_checksum_hex
return bytes_transferred, meta_checksum_hex, success_chunks
