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def default ( self ) : try : return self . __resolved_default except AttributeError : resolved_default = super ( EnumField , self ) . default if isinstance ( resolved_default , ( six . string_types , six . integer_types ) ) : resolved_default = self . type ( resolved_default ) self . __resolved_default = resolved_defau...
Default for enum field .
18,901
def MessageToJson ( message , include_fields = None ) : result = _ProtoJsonApiTools . Get ( ) . encode_message ( message ) return _IncludeFields ( result , message , include_fields )
Convert the given message to JSON .
18,902
def DictToAdditionalPropertyMessage ( properties , additional_property_type , sort_items = False ) : items = properties . items ( ) if sort_items : items = sorted ( items ) map_ = [ ] for key , value in items : map_ . append ( additional_property_type . AdditionalProperty ( key = key , value = value ) ) return addition...
Convert the given dictionary to an AdditionalProperty message .
18,903
def MessageToRepr ( msg , multiline = False , ** kwargs ) : indent = kwargs . get ( 'indent' , 0 ) def IndentKwargs ( kwargs ) : kwargs = dict ( kwargs ) kwargs [ 'indent' ] = kwargs . get ( 'indent' , 0 ) + 4 return kwargs if isinstance ( msg , list ) : s = '[' for item in msg : if multiline : s += '\n' + ' ' * ( inde...
Return a repr - style string for a protorpc message .
18,904
def _IncludeFields ( encoded_message , message , include_fields ) : if include_fields is None : return encoded_message result = json . loads ( encoded_message ) for field_name in include_fields : try : value = _GetField ( message , field_name . split ( '.' ) ) nullvalue = None if isinstance ( value , list ) : nullvalue...
Add the requested fields to the encoded message .
18,905
def _DecodeUnknownFields ( message , encoded_message ) : destination = _UNRECOGNIZED_FIELD_MAPPINGS . get ( type ( message ) ) if destination is None : return message pair_field = message . field_by_name ( destination ) if not isinstance ( pair_field , messages . MessageField ) : raise exceptions . InvalidDataFromServe...
Rewrite unknown fields in message into message . destination .
18,906
def _DecodeUnknownMessages ( message , encoded_message , pair_type ) : field_type = pair_type . value . type new_values = [ ] all_field_names = [ x . name for x in message . all_fields ( ) ] for name , value_dict in six . iteritems ( encoded_message ) : if name in all_field_names : continue value = PyValueToMessage ( f...
Process unknown fields in encoded_message of a message type .
18,907
def _DecodeUnrecognizedFields ( message , pair_type ) : new_values = [ ] codec = _ProtoJsonApiTools . Get ( ) for unknown_field in message . all_unrecognized_fields ( ) : value , _ = message . get_unrecognized_field_info ( unknown_field ) value_type = pair_type . field_by_name ( 'value' ) if isinstance ( value_type , m...
Process unrecognized fields in message .
18,908
def _EncodeUnknownFields ( message ) : source = _UNRECOGNIZED_FIELD_MAPPINGS . get ( type ( message ) ) if source is None : return message result = _CopyProtoMessageVanillaProtoJson ( message ) pairs_field = message . field_by_name ( source ) if not isinstance ( pairs_field , messages . MessageField ) : raise exception...
Remap unknown fields in message out of message . source .
18,909
def _SafeEncodeBytes ( field , value ) : try : if field . repeated : result = [ base64 . urlsafe_b64encode ( byte ) for byte in value ] else : result = base64 . urlsafe_b64encode ( value ) complete = True except TypeError : result = value complete = False return CodecResult ( value = result , complete = complete )
Encode the bytes in value as urlsafe base64 .
18,910
def _SafeDecodeBytes ( unused_field , value ) : try : result = base64 . urlsafe_b64decode ( str ( value ) ) complete = True except TypeError : result = value complete = False return CodecResult ( value = result , complete = complete )
Decode the urlsafe base64 value into bytes .
18,911
def _ProcessUnknownEnums ( message , encoded_message ) : if not encoded_message : return message decoded_message = json . loads ( six . ensure_str ( encoded_message ) ) for field in message . all_fields ( ) : if ( isinstance ( field , messages . EnumField ) and field . name in decoded_message and message . get_assigned...
Add unknown enum values from encoded_message as unknown fields .
18,912
def _ProcessUnknownMessages ( message , encoded_message ) : if not encoded_message : return message decoded_message = json . loads ( six . ensure_str ( encoded_message ) ) message_fields = [ x . name for x in message . all_fields ( ) ] + list ( message . all_unrecognized_fields ( ) ) missing_fields = [ x for x in decod...
Store any remaining unknown fields as strings .
18,913
def AddCustomJsonEnumMapping ( enum_type , python_name , json_name , package = None ) : if not issubclass ( enum_type , messages . Enum ) : raise exceptions . TypecheckError ( 'Cannot set JSON enum mapping for non-enum "%s"' % enum_type ) if python_name not in enum_type . names ( ) : raise exceptions . InvalidDataError...
Add a custom wire encoding for a given enum value .
18,914
def AddCustomJsonFieldMapping ( message_type , python_name , json_name , package = None ) : if not issubclass ( message_type , messages . Message ) : raise exceptions . TypecheckError ( 'Cannot set JSON field mapping for ' 'non-message "%s"' % message_type ) try : _ = message_type . field_by_name ( python_name ) except...
Add a custom wire encoding for a given message field .
18,915
def GetCustomJsonEnumMapping ( enum_type , python_name = None , json_name = None ) : return _FetchRemapping ( enum_type , 'enum' , python_name = python_name , json_name = json_name , mappings = _JSON_ENUM_MAPPINGS )
Return the appropriate remapping for the given enum or None .
18,916
def GetCustomJsonFieldMapping ( message_type , python_name = None , json_name = None ) : return _FetchRemapping ( message_type , 'field' , python_name = python_name , json_name = json_name , mappings = _JSON_FIELD_MAPPINGS )
Return the appropriate remapping for the given field or None .
18,917
def _FetchRemapping ( type_name , mapping_type , python_name = None , json_name = None , mappings = None ) : if python_name and json_name : raise exceptions . InvalidDataError ( 'Cannot specify both python_name and json_name ' 'for %s remapping' % mapping_type ) if not ( python_name or json_name ) : raise exceptions . ...
Common code for fetching a key or value from a remapping dict .
18,918
def _CheckForExistingMappings ( mapping_type , message_type , python_name , json_name ) : if mapping_type == 'field' : getter = GetCustomJsonFieldMapping elif mapping_type == 'enum' : getter = GetCustomJsonEnumMapping remapping = getter ( message_type , python_name = python_name ) if remapping is not None and remapping...
Validate that no mappings exist for the given values .
18,919
def _AsMessageList ( msg ) : from apitools . base . py import extra_types def _IsRepeatedJsonValue ( msg ) : if isinstance ( msg , extra_types . JsonArray ) : return True if isinstance ( msg , extra_types . JsonValue ) and msg . array_value : return True return False if not _IsRepeatedJsonValue ( msg ) : raise ValueErr...
Convert the provided list - as - JsonValue to a list .
18,920
def _IsMap ( message , field ) : value = message . get_assigned_value ( field . name ) if not isinstance ( value , messages . Message ) : return False try : additional_properties = value . field_by_name ( 'additionalProperties' ) except KeyError : return False else : return additional_properties . repeated
Returns whether the field is actually a map - type .
18,921
def UnrecognizedFieldIter ( message , _edges = ( ) ) : if not isinstance ( message , messages . Message ) : return field_names = message . all_unrecognized_fields ( ) if field_names : yield _edges , field_names return for field in message . all_fields ( ) : value = message . get_assigned_value ( field . name ) if field...
Yields the locations of unrecognized fields within message .
18,922
def decode_field ( self , field , value ) : for decoder in _GetFieldCodecs ( field , 'decoder' ) : result = decoder ( field , value ) value = result . value if result . complete : return value if isinstance ( field , messages . MessageField ) : field_value = self . decode_message ( field . message_type , json . dumps (...
Decode the given JSON value .
18,923
def encode_field ( self , field , value ) : for encoder in _GetFieldCodecs ( field , 'encoder' ) : result = encoder ( field , value ) value = result . value if result . complete : return value if isinstance ( field , messages . EnumField ) : if field . repeated : remapped_value = [ GetCustomJsonEnumMapping ( field . ty...
Encode the given value as JSON .
18,924
def load_class_by_path ( taskpath ) : return getattr ( importlib . import_module ( re . sub ( r"\.[^.]+$" , "" , taskpath ) ) , re . sub ( r"^.*\." , "" , taskpath ) )
Given a taskpath returns the main task class .
18,925
def queue_raw_jobs ( queue , params_list , ** kwargs ) : from . queue import Queue queue_obj = Queue ( queue ) queue_obj . enqueue_raw_jobs ( params_list , ** kwargs )
Queue some jobs on a raw queue
18,926
def queue_jobs ( main_task_path , params_list , queue = None , batch_size = 1000 ) : if len ( params_list ) == 0 : return [ ] if queue is None : task_def = context . get_current_config ( ) . get ( "tasks" , { } ) . get ( main_task_path ) or { } queue = task_def . get ( "queue" , "default" ) from . queue import Queue qu...
Queue multiple jobs on a regular queue
18,927
def fetch ( self , start = False , full_data = True ) : if self . id is None : return self if full_data is True : fields = None elif isinstance ( full_data , dict ) : fields = full_data else : fields = { "_id" : 0 , "path" : 1 , "params" : 1 , "status" : 1 , "retry_count" : 1 , } if start : self . datestarted = datetim...
Get the current job data and possibly flag it as started .
18,928
def save ( self ) : if not self . saved and self . data and "progress" in self . data : self . collection . update ( { "_id" : self . id } , { "$set" : { "progress" : self . data [ "progress" ] } } ) self . saved = True
Persists the current job metadata to MongoDB . Will be called at each worker report .
18,929
def insert ( cls , jobs_data , queue = None , statuses_no_storage = None , return_jobs = True , w = None , j = None ) : now = datetime . datetime . utcnow ( ) for data in jobs_data : if data [ "status" ] == "started" : data [ "datestarted" ] = now no_storage = ( statuses_no_storage is not None ) and ( "started" in stat...
Insert a job into MongoDB
18,930
def _attach_original_exception ( self , exc ) : original_exception = sys . exc_info ( ) if original_exception [ 0 ] is not None : exc . original_exception = original_exception
Often a retry will be raised inside an except block . This Keep track of the first exception for debugging purposes
18,931
def retry ( self , queue = None , delay = None , max_retries = None ) : max_retries = max_retries if max_retries is None : max_retries = self . max_retries if self . data . get ( "retry_count" , 0 ) >= max_retries : raise MaxRetriesInterrupt ( ) exc = RetryInterrupt ( ) exc . queue = queue or self . queue or self . dat...
Marks the current job as needing to be retried . Interrupts it .
18,932
def requeue ( self , queue = None , retry_count = 0 ) : if not queue : if not self . data or not self . data . get ( "queue" ) : self . fetch ( full_data = { "_id" : 0 , "queue" : 1 , "path" : 1 } ) queue = self . data [ "queue" ] self . _save_status ( "queued" , updates = { "queue" : queue , "datequeued" : datetime . ...
Requeues the current job . Doesn t interrupt it
18,933
def perform ( self ) : if self . data is None : return context . log . debug ( "Starting %s(%s)" % ( self . data [ "path" ] , self . data [ "params" ] ) ) task_class = load_class_by_path ( self . data [ "path" ] ) self . task = task_class ( ) self . task . is_main_task = True if not self . task . max_concurrency : resu...
Loads and starts the main task for this job the saves the result .
18,934
def wait ( self , poll_interval = 1 , timeout = None , full_data = False ) : end_time = None if timeout : end_time = time . time ( ) + timeout while end_time is None or time . time ( ) < end_time : job_data = self . collection . find_one ( { "_id" : ObjectId ( self . id ) , "status" : { "$nin" : [ "started" , "queued" ...
Wait for this job to finish .
18,935
def kill ( self , block = False , reason = "unknown" ) : current_greenletid = id ( gevent . getcurrent ( ) ) trace = "Job killed: %s" % reason for greenlet , job in context . _GLOBAL_CONTEXT [ "greenlets" ] . values ( ) : greenletid = id ( greenlet ) if job and job . id == self . id and greenletid != current_greenletid...
Forcefully kill all greenlets associated with this job
18,936
def _save_traceback_history ( self , status , trace , job_exc ) : failure_date = datetime . datetime . utcnow ( ) new_history = { "date" : failure_date , "status" : status , "exceptiontype" : job_exc . __name__ } traces = trace . split ( "---- Original exception: -----" ) if len ( traces ) > 1 : new_history [ "original...
Create traceback history or add a new traceback to history .
18,937
def trace_memory_clean_caches ( self ) : urllib . parse . clear_cache ( ) re . purge ( ) linecache . clearcache ( ) copyreg . clear_extension_cache ( ) if hasattr ( fnmatch , "purge" ) : fnmatch . purge ( ) elif hasattr ( fnmatch , "_purge" ) : fnmatch . _purge ( ) if hasattr ( encodings , "_cache" ) and len ( encoding...
Avoid polluting results with some builtin python caches
18,938
def trace_memory_start ( self ) : self . trace_memory_clean_caches ( ) objgraph . show_growth ( limit = 30 ) gc . collect ( ) self . _memory_start = self . worker . get_memory ( ) [ "total" ]
Starts measuring memory consumption
18,939
def trace_memory_stop ( self ) : self . trace_memory_clean_caches ( ) objgraph . show_growth ( limit = 30 ) trace_type = context . get_current_config ( ) [ "trace_memory_type" ] if trace_type : filename = '%s/%s-%s.png' % ( context . get_current_config ( ) [ "trace_memory_output_dir" ] , trace_type , self . id ) chain ...
Stops measuring memory consumption
18,940
def list_job_ids ( self , skip = 0 , limit = 20 ) : return [ str ( x [ "_id" ] ) for x in self . collection . find ( { "status" : "queued" } , sort = [ ( "_id" , - 1 if self . is_reverse else 1 ) ] , projection = { "_id" : 1 } ) ]
Returns a list of job ids on a queue
18,941
def dequeue_jobs ( self , max_jobs = 1 , job_class = None , worker = None ) : if job_class is None : from . job import Job job_class = Job count = 0 sort_order = [ ( "datequeued" , - 1 if self . is_reverse else 1 ) , ( "_id" , - 1 if self . is_reverse else 1 ) ] for i in range ( max_jobs ) : query = self . base_dequeue...
Fetch a maximum of max_jobs from this queue
18,942
def jsonify ( * args , ** kwargs ) : return Response ( json . dumps ( dict ( * args , ** kwargs ) , cls = MongoJSONEncoder ) , mimetype = 'application/json' )
jsonify with support for MongoDB ObjectId
18,943
def queuestats ( self ) : start_time = time . time ( ) log . debug ( "Starting queue stats..." ) queues = [ Queue ( q ) for q in Queue . all_known ( ) ] new_queues = { queue . id for queue in queues } old_queues = set ( self . queue_etas . keys ( ) ) for deleted_queue in old_queues . difference ( new_queues ) : self . ...
Compute ETAs for every known queue & subqueue
18,944
def subpool_map ( pool_size , func , iterable ) : from . context import get_current_job , set_current_job , log if not pool_size : return [ func ( * args ) for args in iterable ] counter = itertools_count ( ) current_job = get_current_job ( ) def inner_func ( * args ) : next ( counter ) if current_job : set_current_job...
Starts a Gevent pool and run a map . Takes care of setting current_job and cleaning up .
18,945
def subpool_imap ( pool_size , func , iterable , flatten = False , unordered = False , buffer_size = None ) : from . context import get_current_job , set_current_job , log if not pool_size : for args in iterable : yield func ( * args ) counter = itertools_count ( ) current_job = get_current_job ( ) def inner_func ( * a...
Generator version of subpool_map . Should be used with unordered = True for optimal performance
18,946
def _hash_task ( task ) : params = task . get ( "params" ) if params : params = json . dumps ( sorted ( list ( task [ "params" ] . items ( ) ) , key = lambda x : x [ 0 ] ) ) full = [ str ( task . get ( x ) ) for x in [ "path" , "interval" , "dailytime" , "weekday" , "monthday" , "queue" ] ] full . extend ( [ str ( para...
Returns a unique hash for identify a task and its params
18,947
def check_config_integrity ( self ) : tasks_by_hash = { _hash_task ( t ) : t for t in self . config_tasks } if len ( tasks_by_hash ) != len ( self . config_tasks ) : raise Exception ( "Fatal error: there was a hash duplicate in the scheduled tasks config." ) for h , task in tasks_by_hash . items ( ) : if task . get ( "...
Make sure the scheduler config is valid
18,948
def sync_config_tasks ( self ) : tasks_by_hash = { _hash_task ( t ) : t for t in self . config_tasks } for task in self . all_tasks : if tasks_by_hash . get ( task [ "hash" ] ) : del tasks_by_hash [ task [ "hash" ] ] else : self . collection . remove ( { "_id" : task [ "_id" ] } ) log . debug ( "Scheduler: deleted %s" ...
Performs the first sync of a list of tasks often defined in the config file .
18,949
def ratelimit ( key , limit , per = 1 , redis = None ) : if redis is None : redis = connections . redis now = int ( time . time ( ) ) k = "ratelimit:%s:%s" % ( key , now // per ) with redis . pipeline ( transaction = True ) as pipeline : pipeline . incr ( k , 1 ) pipeline . expire ( k , per + 10 ) value = pipeline . ex...
Returns an integer with the number of available actions for the current period in seconds . If zero rate was already reached .
18,950
def greenlet_logs ( self ) : while True : try : self . flush_logs ( ) except Exception as e : self . log . error ( "When flushing logs: %s" % e ) finally : time . sleep ( self . config [ "report_interval" ] )
This greenlet always runs in background to update current logs in MongoDB every 10 seconds .
18,951
def refresh_queues ( self , fatal = False ) : try : queues = [ ] prefixes = [ q for q in self . config [ "queues" ] if q . endswith ( "/" ) ] known_subqueues = Queue . all_known ( prefixes = prefixes ) for q in self . config [ "queues" ] : queues . append ( Queue ( q ) ) if q . endswith ( "/" ) : for subqueue in known_...
Updates the list of currently known queues and subqueues
18,952
def get_worker_report ( self , with_memory = False ) : greenlets = [ ] for greenlet in list ( self . gevent_pool ) : g = { } short_stack = [ ] stack = traceback . format_stack ( greenlet . gr_frame ) for s in stack [ 1 : ] : if "/gevent/hub.py" in s : break short_stack . append ( s ) g [ "stack" ] = short_stack job = g...
Returns a dict containing all the data we can about the current status of the worker and its jobs .
18,953
def greenlet_timeouts ( self ) : while True : now = datetime . datetime . utcnow ( ) for greenlet in list ( self . gevent_pool ) : job = get_current_job ( id ( greenlet ) ) if job and job . timeout and job . datestarted : expires = job . datestarted + datetime . timedelta ( seconds = job . timeout ) if now > expires : ...
This greenlet kills jobs in other greenlets if they timeout .
18,954
def wait_for_idle ( self ) : while True : time . sleep ( 0.01 ) with self . work_lock : if self . status != "wait" : continue if len ( self . gevent_pool ) > 0 : continue self . refresh_queues ( ) outcome , dequeue_jobs = self . work_once ( free_pool_slots = 1 , max_jobs = None ) if outcome is "wait" and dequeue_jobs =...
Waits until the worker has nothing more to do . Very useful in tests
18,955
def work_once ( self , free_pool_slots = 1 , max_jobs = None ) : dequeued_jobs = 0 available_queues = [ queue for queue in self . queues if queue . root_id not in self . paused_queues and queue . id not in self . paused_queues ] for queue_i in range ( len ( available_queues ) ) : queue = available_queues [ ( queue_i + ...
Does one lookup for new jobs inside the inner work loop
18,956
def work_wait ( self ) : if len ( self . queues_with_notify ) > 0 : connections . redis . blpop ( * ( self . queues_with_notify + [ max ( 1 , int ( self . config [ "max_latency" ] ) ) ] ) ) else : gevent . sleep ( self . config [ "max_latency" ] )
Wait for new jobs to arrive
18,957
def serialize_job_ids ( self , job_ids ) : if len ( job_ids ) == 0 or self . use_large_ids : return job_ids elif isinstance ( job_ids [ 0 ] , ObjectId ) : return [ x . binary for x in job_ids ] else : return [ bytes . fromhex ( str ( x ) ) for x in job_ids ]
Returns job_ids serialized for storage in Redis
18,958
def unserialize_job_ids ( self , job_ids ) : if len ( job_ids ) == 0 or self . use_large_ids : return job_ids else : return [ binascii . hexlify ( x . encode ( 'utf-8' ) if ( PY3 and isinstance ( x , str ) ) else x ) . decode ( 'ascii' ) for x in job_ids ]
Unserialize job_ids stored in Redis
18,959
def all_active ( cls ) : prefix = context . get_current_config ( ) [ "redis_prefix" ] queues = [ ] for key in context . connections . redis . keys ( ) : if key . startswith ( prefix ) : queues . append ( Queue ( key [ len ( prefix ) + 3 : ] ) ) return queues
List active queues based on their lengths in Redis . Warning uses the unscalable KEYS redis command
18,960
def all_known ( cls , sources = None , prefixes = None ) : sources = sources or ( "config" , "jobs" , "raw_subqueues" ) queues = set ( ) if "config" in sources and not prefixes : cfg = context . get_current_config ( ) queues_from_config = [ t . get ( "queue" ) for t in ( cfg . get ( "tasks" ) or { } ) . values ( ) if t...
List all currently known queues
18,961
def all ( cls ) : queues = { x : 0 for x in Queue . get_queues_config ( ) } stats = list ( context . connections . mongodb_jobs . mrq_jobs . aggregate ( [ { "$match" : { "status" : "queued" } } , { "$group" : { "_id" : "$queue" , "jobs" : { "$sum" : 1 } } } ] ) ) queues . update ( { x [ "_id" ] : x [ "jobs" ] for x in ...
List all queues in MongoDB via aggregation with their queued jobs counts . Might be slow .
18,962
def notify ( self , new_jobs_count ) : if not self . use_notify ( ) : return count = min ( new_jobs_count , 100 ) notify_key = redis_key ( "notify" , self ) context . connections . redis . lpush ( notify_key , * ( [ 1 ] * count ) ) context . connections . redis . expire ( notify_key , max ( 1 , int ( context . get_curr...
We just queued new_jobs_count jobs on this queue wake up the workers if needed
18,963
def empty ( self ) : with context . connections . redis . pipeline ( transaction = True ) as pipe : pipe . delete ( self . redis_key ) pipe . delete ( self . redis_key_known_subqueues ) pipe . execute ( )
Empty a queue .
18,964
def enqueue_raw_jobs ( self , params_list ) : if len ( params_list ) == 0 : return if self . is_subqueue : context . connections . redis . sadd ( self . redis_key_known_subqueues , self . id ) if self . is_sorted : if not isinstance ( params_list , dict ) and self . is_timed : now = time . time ( ) params_list = { x : ...
Add Jobs to this queue with raw parameters . They are not yet in MongoDB .
18,965
def remove_raw_jobs ( self , params_list ) : if len ( params_list ) == 0 : return if self . is_sorted : context . connections . redis . zrem ( self . redis_key , * iter ( params_list ) ) elif self . is_set : context . connections . redis . srem ( self . redis_key , * params_list ) else : for k in params_list : context ...
Remove jobs from a raw queue with their raw params .
18,966
def count_jobs_to_dequeue ( self ) : if self . is_timed : return context . connections . redis . zcount ( self . redis_key , "-inf" , time . time ( ) ) else : return self . size ( )
Returns the number of jobs that can be dequeued right now from the queue .
18,967
def get_sorted_graph ( self , start = 0 , stop = 100 , slices = 100 , include_inf = False , exact = False ) : if not self . is_sorted : raise Exception ( "Not a sorted queue" ) with context . connections . redis . pipeline ( transaction = exact ) as pipe : interval = old_div ( float ( stop - start ) , slices ) for i in...
Returns a graph of the distribution of jobs in a sorted set
18,968
def install_signal_handlers ( self ) : self . graceful_stop = False def request_shutdown_now ( ) : self . shutdown_now ( ) def request_shutdown_graceful ( ) : if self . graceful_stop : self . shutdown_now ( ) else : self . graceful_stop = True self . shutdown_graceful ( ) gevent . signal ( signal . SIGINT , request_shu...
Handle events like Ctrl - C from the command line .
18,969
def set_commands ( self , commands , timeout = None ) : self . desired_commands = commands target_commands = list ( self . desired_commands ) for process in list ( self . processes ) : found = False for i in range ( len ( target_commands ) ) : if process [ "command" ] == target_commands [ i ] : target_commands . pop ( ...
Sets the processes desired commands for this pool and manages diff to reach that state
18,970
def spawn ( self , command ) : env = dict ( os . environ ) env [ "MRQ_IS_SUBPROCESS" ] = "1" env . update ( self . extra_env or { } ) parts = shlex . split ( command ) for p in list ( parts ) : if "=" in p : env [ p . split ( "=" ) [ 0 ] ] = p [ len ( p . split ( "=" ) [ 0 ] ) + 1 : ] parts . pop ( 0 ) else : break p =...
Spawns a new process and adds it to the pool
18,971
def wait ( self ) : while True : if not self . greenlet_watch : break if self . stopping : gevent . sleep ( 0.1 ) else : gevent . sleep ( 1 )
Waits for the pool to be fully stopped
18,972
def watch_processes ( self ) : for process in list ( self . processes ) : self . watch_process ( process ) self . processes = [ p for p in self . processes if not p . get ( "dead" ) ] if self . stopping and len ( self . processes ) == 0 : self . stop_watch ( )
Manages the status of all the known processes
18,973
def watch_process ( self , process ) : status = process [ "psutil" ] . status ( ) if process . get ( "terminate" ) : if status in ( "zombie" , "dead" ) : process [ "dead" ] = True elif process . get ( "terminate_at" ) : if time . time ( ) > ( process [ "terminate_at" ] + 5 ) : log . warning ( "Process %s had to be sent...
Manages the status of a single process
18,974
def stop ( self , timeout = None ) : self . stopping = True for process in list ( self . processes ) : self . stop_process ( process , timeout = timeout )
Initiates a graceful stop of the processes
18,975
def stop_process ( self , process , timeout = None ) : process [ "terminate" ] = True if timeout is not None : process [ "terminate_at" ] = time . time ( ) + timeout process [ "subprocess" ] . send_signal ( signal . SIGINT )
Initiates a graceful stop of one process
18,976
def terminate ( self ) : for process in list ( self . processes ) : process [ "subprocess" ] . send_signal ( signal . SIGTERM ) self . stop_watch ( )
Terminates the processes right now with a SIGTERM
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def kill ( self ) : for process in list ( self . processes ) : process [ "subprocess" ] . send_signal ( signal . SIGKILL ) self . stop_watch ( )
Kills the processes right now with a SIGKILL
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def stop_watch ( self ) : if self . greenlet_watch : self . greenlet_watch . kill ( block = False ) self . greenlet_watch = None
Stops the periodic watch greenlet thus the pool itself
18,979
def send ( messages = None , conf = None , parse_mode = None , disable_web_page_preview = False , files = None , images = None , captions = None , locations = None , timeout = 30 ) : conf = expanduser ( conf ) if conf else get_config_path ( ) config = configparser . ConfigParser ( ) if not config . read ( conf ) or not...
Send data over Telegram . All arguments are optional .
18,980
def split_message ( message , max_length ) : ms = [ ] while len ( message ) > max_length : ms . append ( message [ : max_length ] ) message = message [ max_length : ] ms . append ( message ) return ms
Split large message into smaller messages each smaller than the max_length .
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def handle_message ( self , msg ) : if msg . msg_id not in self . msg_types : self . report_message_type ( msg ) self . msg_types . add ( msg . msg_id ) self . tc . message ( 'inspection' , typeId = msg . msg_id , message = msg . msg , file = os . path . relpath ( msg . abspath ) . replace ( '\\' , '/' ) , line = str (...
Issues an inspection service message based on a PyLint message . Registers each message type upon first encounter .
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def display_reports ( self , layout ) : try : score = self . linter . stats [ 'global_note' ] except ( AttributeError , KeyError ) : pass else : self . tc . message ( 'buildStatisticValue' , key = 'PyLintScore' , value = str ( score ) )
Issues the final PyLint score as a TeamCity build statistic value
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def set_webhook_handler ( self , scope , callback ) : scope = scope . lower ( ) if scope == 'after_send' : self . _after_send = callback return if scope not in Page . WEBHOOK_ENDPOINTS : raise ValueError ( "The 'scope' argument must be one of {}." . format ( Page . WEBHOOK_ENDPOINTS ) ) self . _webhook_handlers [ scope...
Allows adding a webhook_handler as an alternative to the decorators
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def getWindows ( input ) : with rasterio . open ( input ) as src : return [ [ window , ij ] for ij , window in src . block_windows ( ) ]
Get a source s windows
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def read_function ( data , window , ij , g_args ) : output = ( data [ 0 ] > numpy . mean ( data [ 0 ] ) ) . astype ( data [ 0 ] . dtype ) * data [ 0 ] . max ( ) return output
Takes an array and sets any value above the mean to the max the rest to 0
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def tb_capture ( func ) : @ wraps ( func ) def wrapper ( * args , ** kwds ) : try : return func ( * args , ** kwds ) except Exception : raise MuchoChildError ( ) return wrapper
A decorator which captures worker tracebacks .
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def init_worker ( inpaths , g_args ) : global global_args global srcs global_args = g_args srcs = [ rasterio . open ( i ) for i in inpaths ]
The multiprocessing worker initializer
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def safe_serialize_type ( l ) : if isinstance ( l , str ) : return l elif isinstance ( l , list ) : return '%s_%s_' % ( l [ 0 ] , '' . join ( map ( safe_serialize_type , l [ 1 : ] ) ) ) else : return str ( l )
serialize only with letters numbers and _
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def method_call ( receiver , message , args , pseudo_type = None ) : if not isinstance ( receiver , Node ) : receiver = local ( receiver ) return Node ( 'method_call' , receiver = receiver , message = message , args = args , pseudo_type = pseudo_type )
A shortcut for a method call expands a str receiver to a identifier
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def call ( function , args , pseudo_type = None ) : if not isinstance ( function , Node ) : function = local ( function ) return Node ( 'call' , function = function , args = args , pseudo_type = pseudo_type )
A shortcut for a call with an identifier callee
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def to_node ( value ) : if isinstance ( value , Node ) : return value elif isinstance ( value , str ) : return Node ( 'string' , value = value , pseudo_type = 'String' ) elif isinstance ( value , int ) : return Node ( 'int' , value = value , pseudo_type = 'Int' ) elif isinstance ( value , bool ) : return Node ( 'boolea...
Expand to a literal node if a basic type otherwise just returns the node
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def to_op ( op , reversed = False ) : def transformer ( receiver , param , pseudo_type ) : if not reversed : return Node ( 'binary_op' , op = op , left = receiver , right = param , pseudo_type = pseudo_type ) return Node ( 'binary_op' , op = op , left = param , right = receiver , pseudo_type = pseudo_type ) return tran...
create a function that transforms a method to a binary op
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def leaking ( self , z , module , name , node , context , * data ) : args = [ node . receiver ] + node . args if node . type == 'standard_method_call' else node . args z = z ( module , name , args ) if context == 'expression' : if isinstance ( z , NormalLeakingNode ) : leaked_nodes , exp = z . as_expression ( ) else : ...
an expression leaking ...
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def _expand_api ( self , api , receiver , args , pseudo_type , equivalent ) : if callable ( api ) : if receiver : return api ( receiver , * ( args + [ pseudo_type ] ) ) else : return api ( * ( args + [ pseudo_type ] ) ) elif isinstance ( api , str ) : if '(' in api : call_api , arg_code = api [ : - 1 ] . split ( '(' ) ...
the heart of api translation dsl
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def generate_main ( main , language ) : base = { 'type' : 'module' , 'custom_exceptions' : [ ] , 'definitions' : [ ] , 'constants' : [ ] , 'main' : [ ] , 'pseudo_type' : 'Void' } base_node = pseudo . loader . convert_to_syntax_tree ( base ) if isinstance ( main , dict ) : base [ 'main' ] = [ main ] elif isinstance ( ma...
generate output code for main in language
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def ported_string ( raw_data , encoding = 'utf-8' , errors = 'ignore' ) : if not raw_data : return six . text_type ( ) if isinstance ( raw_data , six . text_type ) : return raw_data . strip ( ) if six . PY2 : try : return six . text_type ( raw_data , encoding , errors ) . strip ( ) except LookupError : return six . tex...
Give as input raw data and output a str in Python 3 and unicode in Python 2 .
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def decode_header_part ( header ) : if not header : return six . text_type ( ) output = six . text_type ( ) try : for d , c in decode_header ( header ) : c = c if c else 'utf-8' output += ported_string ( d , c , 'ignore' ) except ( HeaderParseError , UnicodeError ) : log . error ( "Failed decoding header part: {}" . fo...
Given an raw header returns an decoded header
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def fingerprints ( data ) : Hashes = namedtuple ( 'Hashes' , "md5 sha1 sha256 sha512" ) if six . PY2 : if not isinstance ( data , str ) : data = data . encode ( "utf-8" ) elif six . PY3 : if not isinstance ( data , bytes ) : data = data . encode ( "utf-8" ) md5 = hashlib . md5 ( ) md5 . update ( data ) md5 = md5 . hexd...
This function return the fingerprints of data .
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def msgconvert ( email ) : log . debug ( "Started converting Outlook email" ) temph , temp = tempfile . mkstemp ( prefix = "outlook_" ) command = [ "msgconvert" , "--outfile" , temp , email ] try : if six . PY2 : with open ( os . devnull , "w" ) as devnull : out = subprocess . Popen ( command , stdin = subprocess . PIP...
Exec msgconvert tool to convert msg Outlook mail in eml mail format