/
wrapper.py
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/
wrapper.py
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import os
from functools import wraps
import re
import wrapyfi.connect.publishers as pub
import wrapyfi.connect.listeners as lsn
from wrapyfi.utils import get_default_args, match_args, deepcopy
from wrapyfi.config.manager import ConfigManager
DEFAULT_COMMUNICATOR = os.environ.get("WRAPYFI_DEFAULT_COMMUNICATOR", "zeromq")
DEFAULT_COMMUNICATOR = os.environ.get("WRAPYFI_DEFAULT_MWARE", DEFAULT_COMMUNICATOR)
class MiddlewareCommunicator(object):
__registry = {}
def __init__(self):
self.config = ConfigManager(None).config
if self.__class__.__name__ in self.config:
for key, value in self.config[self.__class__.__name__].items():
self.activate_communication(getattr(self.__class__, key), mode=value)
@classmethod
def register(cls, data_type, middleware=DEFAULT_COMMUNICATOR, *args, **kwargs):
def encapsulate(func):
# define the communication message type (single element)
if isinstance(data_type, str):
return_func_type = data_type + ":"
return_func_args = args
return_func_kwargs = kwargs
return_func_kwargs["middleware"] = str(middleware)
# define the communication message type (list for single return). NOTE: supports 1 layer depth only
elif isinstance(data_type, list):
return_func_args, return_func_kwargs, return_func_type = [], [], []
for arg in data_type:
data_spec = arg[0] + ":"
return_func_args.append([a for a in arg[2:] if not isinstance(a, dict)])
return_func_kwargs.append(*[a for a in arg[2:] if isinstance(a, dict)])
return_func_kwargs[-1]["middleware"] = str(arg[1])
return_func_type.append(data_spec)
# define the communication message type (dict for single return). NOTE: supports 1 layer depth only
elif isinstance(data_type, dict):
raise NotImplementedError("Dictionaries are not yet supported as a return type")
else:
raise NotImplementedError(f"Return data type not supported: {data_type}")
func_qualname = func.__qualname__
if func_qualname in cls.__registry:
cls.__registry[func_qualname]["communicator"].append({
"return_func_args": return_func_args,
"return_func_kwargs": return_func_kwargs,
"return_func_type": return_func_type})
else:
cls.__registry[func_qualname] = {"communicator": [{
"return_func_args": return_func_args,
"return_func_kwargs": return_func_kwargs,
"return_func_type": return_func_type}]}
cls.__registry[func_qualname]["mode"] = None
@wraps(func)
def wrapper(*wds, **kwds): # Triggers on calling the function
if hasattr(func, "__wrapped__"):
return func(*wds, **kwds)
instance_address = hex(id(wds[0]))
instance_id = cls._MiddlewareCommunicator__registry[func.__qualname__]["__WRAPYFI_INSTANCES"].index(instance_address) + 1
instance_id = "" if instance_id <= 1 else "." + str(instance_id)
# execute the function as usual
if cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["mode"] is None:
return func(*wds, **kwds)
kwd = get_default_args(func)
kwd.update(kwds)
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["args"] = wds
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["kwargs"] = kwd
# publishes the functions returns
if cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["mode"] == "publish":
if "wrapped_executor" not in cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"][0]:
# instantiate the publishers
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"].reverse()
for communicator in cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"]:
# single element
if isinstance(communicator["return_func_type"], str):
return_func_pub_kwargs = deepcopy(communicator["return_func_kwargs"])
return_func_pub_kwargs.update(return_func_pub_kwargs.get("publisher_kwargs", {}))
return_func_pub_kwargs.pop("listener_kwargs", None)
return_func_pub_kwargs.pop("publisher_kwargs", None)
new_args, new_kwargs = match_args(
communicator["return_func_args"], return_func_pub_kwargs, wds[1:], kwd)
return_func_type = communicator["return_func_type"]
return_func_middleware = new_kwargs.pop("middleware", DEFAULT_COMMUNICATOR)
communicator["wrapped_executor"] = pub.Publishers.registry[return_func_type + return_func_middleware](*new_args, **new_kwargs)
# list for single return
elif isinstance(communicator["return_func_type"], list):
communicator["wrapped_executor"] = []
for comm_idx in range(len(communicator["return_func_type"])):
return_func_pub_kwargs = deepcopy(communicator["return_func_kwargs"][comm_idx])
return_func_pub_kwargs.update(return_func_pub_kwargs.get("publisher_kwargs", {}))
return_func_pub_kwargs.pop("listener_kwargs", None)
return_func_pub_kwargs.pop("publisher_kwargs", None)
new_args, new_kwargs = match_args(
communicator["return_func_args"][comm_idx], return_func_pub_kwargs, wds[1:], kwd)
return_func_type = communicator["return_func_type"][comm_idx]
return_func_middleware = new_kwargs.pop("middleware", DEFAULT_COMMUNICATOR)
communicator["wrapped_executor"].append(
pub.Publishers.registry[return_func_type + return_func_middleware](*new_args, **new_kwargs))
returns = func(*wds, **kwds)
for ret_idx, ret in enumerate(returns):
wrp_exec = cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"][ret_idx]["wrapped_executor"]
# single element
if isinstance(wrp_exec, pub.Publisher):
wrp_exec.publish(ret)
# list for single return
elif isinstance(wrp_exec, list):
for wrp_idx, wrp in enumerate(wrp_exec):
wrp.publish(ret[wrp_idx])
return returns
# listens to the publisher and returns the messages
elif cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["mode"] == "listen":
if "wrapped_executor" not in cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"][0]:
# instantiate the listeners
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"].reverse()
for communicator in cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"]:
# single element
if isinstance(communicator["return_func_type"], str):
return_func_lsn_kwargs = deepcopy(communicator["return_func_kwargs"])
return_func_lsn_kwargs.update(return_func_lsn_kwargs.get("listener_kwargs", {}))
return_func_lsn_kwargs.pop("listener_kwargs", None)
return_func_lsn_kwargs.pop("publisher_kwargs", None)
new_args, new_kwargs = match_args(communicator["return_func_args"], return_func_lsn_kwargs, wds[1:], kwd)
return_func_type = communicator["return_func_type"]
return_func_middleware = new_kwargs.pop("middleware", DEFAULT_COMMUNICATOR)
communicator["wrapped_executor"] = lsn.Listeners.registry[return_func_type + return_func_middleware](*new_args, **new_kwargs)
# list for single return
elif isinstance(communicator["return_func_type"], list):
communicator["wrapped_executor"] = []
for comm_idx in range(len(communicator["return_func_type"])):
return_func_lsn_kwargs = deepcopy(communicator["return_func_kwargs"][comm_idx])
return_func_lsn_kwargs.update(return_func_lsn_kwargs.get("listener_kwargs", {}))
return_func_lsn_kwargs.pop("listener_kwargs", None)
return_func_lsn_kwargs.pop("publisher_kwargs", None)
new_args, new_kwargs = match_args(communicator["return_func_args"][comm_idx], return_func_lsn_kwargs, wds[1:], kwd)
return_func_type = communicator["return_func_type"][comm_idx]
return_func_middleware = new_kwargs.pop("middleware", DEFAULT_COMMUNICATOR)
communicator["wrapped_executor"].append(
lsn.Listeners.registry[return_func_type + return_func_middleware](*new_args, **new_kwargs))
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"] = []
for ret_idx in range(len(cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"])):
wrp_exec = cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"][ret_idx]["wrapped_executor"]
# single element
if isinstance(wrp_exec, lsn.Listener):
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"].append(wrp_exec.listen())
# list for single return
elif isinstance(wrp_exec, list):
ret = []
for wrp_idx, wrp in enumerate(wrp_exec):
ret.append(wrp.listen())
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"].append(ret)
return cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"]
# WARNING: use with caution. This produces "None" for all the function's returns
elif cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["mode"] == "disable":
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"] = []
for ret_idx in range(len(cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["communicator"])):
cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"].append(None)
return cls._MiddlewareCommunicator__registry[func.__qualname__ + instance_id]["last_results"]
return wrapper
return encapsulate
def activate_communication(self, func, mode):
if isinstance(func, str):
func = getattr(self, func)
entry = self.__registry.get(func.__qualname__, None)
if entry is not None:
instance_addr = hex(id(self))
wrapyfi_instances = entry.get("__WRAPYFI_INSTANCES", None)
if wrapyfi_instances is None:
entry["__WRAPYFI_INSTANCES"] = [instance_addr]
instance_id = 1
else:
try:
instance_id = wrapyfi_instances.index(instance_addr) + 1
except ValueError:
wrapyfi_instances.append(instance_addr)
instance_id = len(wrapyfi_instances)
if instance_id > 1:
self.__registry[f"{func.__qualname__}.{instance_id}"] = deepcopy(entry, exclude_keys=["wrapped_executor"])
instance_qualname = f"{func.__qualname__}.{instance_id}" if instance_id > 1 else func.__qualname__
if isinstance(mode, list):
try:
self.__registry[instance_qualname]["mode"] = mode[instance_id-1]
except IndexError:
raise IndexError("When mode (publish|listen|disable|null) specified in configuration file is a "
"list, No. of elements in the list should match the number of instances")
else:
self.__registry[instance_qualname]["mode"] = mode
self.__registry[instance_qualname]["instance_addr"] = instance_addr
def close(self):
self.close_instance(hex(id(self)))
@staticmethod
def get_communicators():
return pub.Publishers.mwares | lsn.Listeners.mwares
@classmethod
def close_all_instances(cls):
close_instance_idxs = set()
for val in cls._MiddlewareCommunicator__registry.values():
instance_addr = val.get("instance_addr", False)
close_instance_idxs.add(instance_addr) if instance_addr else None
for close_instance_idx in close_instance_idxs:
cls.close_instance(close_instance_idx)
@classmethod
def close_instance(cls, instance_addr=None):
while True:
del_entry = False
del_entry_name = None
del_entry_idx = None
other_entry_keys = []
# find self in registry and remove id from instances
for entry_key, entry_val in cls._MiddlewareCommunicator__registry.items():
if instance_addr in entry_val.get("__WRAPYFI_INSTANCES", []):
if not del_entry:
del_entry_idx = entry_val["__WRAPYFI_INSTANCES"].index(instance_addr)
if del_entry_idx == 0:
del_entry = entry_key
else:
del_entry = re.sub("\.\d+", "\.", entry_key) + "." + str(del_entry_idx + 1)
del_entry_name = re.sub("\.\d+", "\.", entry_key)
else:
if del_entry_name in entry_key:
other_entry_keys.append(entry_key)
entry_val["__WRAPYFI_INSTANCES"].remove(instance_addr)
# delete registry entry and all its publishers/listeners
if del_entry:
for communicator in cls._MiddlewareCommunicator__registry[del_entry]["communicator"]:
wrapped_executor = communicator.get("wrapped_executor", False)
if wrapped_executor:
if isinstance(wrapped_executor, list):
for single_wrapped_executor in wrapped_executor:
single_wrapped_executor.close()
else:
wrapped_executor.close()
communicator.pop("wrapped_executor")
if other_entry_keys:
del cls._MiddlewareCommunicator__registry[del_entry]
else:
cls._MiddlewareCommunicator__registry[del_entry].pop("__WRAPYFI_INSTANCES")
cls._MiddlewareCommunicator__registry[del_entry].pop("mode")
cls._MiddlewareCommunicator__registry[del_entry].pop("instance_addr")
# shift all entries backwards following the deleted one
if del_entry_idx - 1 < len(other_entry_keys):
for other_entry_key in other_entry_keys[del_entry_idx:]:
new_key = re.split("\.(\d+)", other_entry_key)
if len(new_key) == 1:
new_key = new_key[0]
elif str(int(new_key[1]) - 1) == "1":
new_key = new_key[0]
else:
new_key = new_key[0] + "." + str(int(new_key[1]) - 1)
cls._MiddlewareCommunicator__registry[new_key] = \
cls._MiddlewareCommunicator__registry.pop(other_entry_key)
else:
break
def __del__(self):
self.close()