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This module allows the use of YogaTable as an embedded database. All of the
NoSQL flexibility, without needing to set up a server.
import multiprocessing
import Queue
import re
import threading
import time
from lib import conf
from lib import exceptions
from lib import processor
def whoami():
return threading.currentThread().ident
class Database(object):
Instantiate one of me with the path where your tables should be stored.
def __init__(self, config):
if not hasattr(config, 'table_config'):
config = conf.Config(config)
self._config = config
self._shutting_down = False
self._outgoing_queues = {}
self._processors = {}
self._incoming_responses = multiprocessing.Queue()
self._lock = threading.RLock()
self._responses = {}
self._response_router = None
self._known_indexes = {}
self._local = threading.local()
self._tables = {}
for table_name in self._config.AUTOLOAD_TABLES:
def shutdown_when_done(self, wait=True):
Shutdown all processors when they've completed all currently
outstanding queries.
self._shutting_down = True
sent = set()
while self._processors:
with self._lock:
known = set(self._processors)
to_kill = known - sent
for name in to_kill:
x = self._outgoing_queues.get(name, None)
if x:
x.put((None, None, '_quit', (), {}))
sent = known
if not wait:
def shutdown_with_kill(self):
Kill all processor subprocesses.
self._shutting_down = True
while self._processors:
with self._lock:
for n,p in self._processors.items():
if not p.is_alive():
del self._processors[n]
def _cleanup(self):
I should be called every once in a while when there is significant
thread churn.
with self._lock:
clean = set(self._responses) - set(t.ident for t in threading.enumerate())
for tid in clean:
del self._responses[tid]
return len(clean)
def _get_or_setup_command_queue(self, table_name):
Start up a queue_processor process for each table.
if self._shutting_down:
with self._lock:
if table_name not in self._outgoing_queues:
self._outgoing_queues[table_name] = multiprocessing.Queue()
if table_name not in self._processors or not self._processors[table_name].is_alive():
self._processors[table_name] = p = multiprocessing.Process(
p.daemon = True
return self._outgoing_queues[table_name]
def _get_or_setup_response(self):
Create a queue for every thread. Workloads with large thread churn
should occasionally call the _cleanup() function above.
if self._shutting_down:
tid = whoami()
with self._lock:
if tid not in self._responses:
self._responses[tid] = Queue.Queue()
return self._responses[tid]
def _setup_response_router_if_necessary(self):
Rather than having a bunch of threads waiting on passed queues, we'll
go ahead and create a designated listening thread that will handle the
routing to the proper result queue.
if self._shutting_down:
with self._lock:
if self._response_router is None:
self._response_router = threading.Thread(target=self._route_responses)
def _route_responses(self):
This method is run as a thread, and routes the responses from the
queue_processor() processes to the requesting thread's queue.
passes = 0
Empty = Queue.Empty
while (not self._shutting_down) or self._processors:
passes += 1
if not passes % (self._config.THREAD_CLEANUP_RATE * (len(self._responses) or 1)):
# handle thread cleanup every once in a while
# get a response
response = self._incoming_responses.get(timeout=1)
except Empty:
# find it's destination
rqueue = self._responses.get(response[0])
if rqueue:
# We'll only bother to route messages to destinations that
# currently exist.
elif response[0] == response[1] == None:
response = response[2]
resp = response.get('response')
table_name = response['table_name']
if resp == 'indexes':
# handle index updates
self._known_indexes[table_name] = response['value']
elif resp == 'quit':
self._response_router = None
def _execute(self, table_name, operation, args, kwargs):
Execute the provided command on the given table named table_name.
This function ensures that the table queue_processor() is running, that
there exists a queue for this thread to wait on, and that the thread that
routes responses is running, and finally, it waits for the response
# set up all of the necessary processors/queues
outgoing = self._get_or_setup_command_queue(table_name)
incoming = self._get_or_setup_response()
# get a counter so that we know which command is being executed
if not hasattr(self._local, 'counter'):
self._local.counter = 0
self._local.counter += 1
# get the processing started
outgoing.put((whoami(), self._local.counter, operation, args, kwargs))
while 1:
# wait for the response
me, id, response = incoming.get()
if id != self._local.counter:
# ignore responses not directed at me
assert response['response'] == 'ok'
return response['value']
# you can access tables by db['name'] or by
def __getattr__(self, attr):
return self[attr]
def __getitem__(self, table):
if table not in self._tables:
self._tables[table] = Table(self, table)
return self._tables[table]
class Table(object):
Don't instantiate me directly, let a Database instance create me.
def __init__(self, db, table):
if not re.match('^[_a-z0-9]+$', table):
raise exceptions.TableNameError("Table %r does not match the table name regular expression [_a-z0-9]+", table)
self.db = db
self.table = table
def known_indexes(self):
return self.db._known_indexes.get(self.table, [])
def __getattr__(self, attr):
return Operation(self.db, self.table, attr)
class Operation(object):
Don't instantiate me directly, let a Table instance create me.
def __init__(self, db, table, name):
self.db = db
self.table = table
self.operation = name
def __call__(self, *args, **kwargs):
return self.db._execute(self.table, self.operation, args, kwargs)