ppp_core.Router.request_from_answer() - Code Metrics - ProjetPP/PPP-Core - Measure and Improve Code Quality continuously with Scrutinizer

ppp_core.Router.request_from_answer() A
last analyzed 2016-04-01 08:32 UTC

↳ Parent: ppp_core.Router

Complexity

Conditions

Size

Total Lines

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	2
CRAP Score	1

Metric	Value
cc	1
dl	0
loc	3
ccs	2
cts	2
cp	1
crap	1
rs	10

"""Router of the PPP core."""

import time
import json
import logging
import requests
import operator
import itertools
import functools
import traceback
import importlib
import threading
import ppp_libmodule
from ppp_datamodel import AbstractNode
from ppp_datamodel.communication import Request, Response, TraceItem
from .config import CoreConfig
from .exceptions import ClientError, BadGateway
from . import verbose_log

s = lambda x:x if isinstance(x, str) else x.decode()

DEFAULT_ACCURACY = 0
DEFAULT_RELEVANCE = 0

try:
    level = getattr(logging, CoreConfig().loglevel.upper(), None)
except ppp_libmodule.exceptions.InvalidConfig:
    pass
else:
    if not isinstance(level, int):
        logger.error('Invalid log level: %s' % self.config.loglevel)
    else:
        logging.basicConfig(level=level)
logger = logging.getLogger('router')

def freeze(obj):
    if isinstance(obj, dict):
        return frozenset((freeze(x), freeze(y)) for (x,y) in obj.items())
    elif isinstance(obj, list):
        return tuple(map(freeze, obj))
    elif isinstance(obj, set):
        return frozenset(map(freeze, obj))
    elif isinstance(obj, TraceItem):
        return freeze(obj.as_dict())
    elif isinstance(obj, (str, tuple, frozenset, int, float)):
        return obj
    else:
        raise Exception(obj)

def answer_id(answer):
    return (answer.language, answer.tree,
            frozenset(answer.measures.items()))
def remove_duplicates(reference, new):
    result = []
    for x in new:
        id_ = answer_id(x)
        if id_ in reference:
            continue
        reference.append(id_)
        result.append(x)
    return result


class Router:
    def __init__(self, request):
        self.id = request.id
        self.language = request.language
        assert isinstance(request.tree, AbstractNode)
        self.tree = request.tree
        logger.info('Request: %s' % self.tree)
        self.measures = request.measures
        self.trace = request.trace
        self.config = CoreConfig()

    def answer(self):
        start_time = time.time()
        answer_ids = []
        answers = []
        new_answers = [Response(self.language, self.tree,
                                self.measures, self.trace)]
        for i in range(0, self.config.nb_passes):
            # Perform the pass
            requests = list(map(self.request_from_answer, new_answers))
            new_answers = []
            for request in requests:
                new_answers.extend(self.one_pass(request))
            # Remove duplicates, and update the answer list
            new_answers = list(remove_duplicates(answer_ids, new_answers))
            answers.extend(new_answers)
        # TODO: should sort according to accuracy too
        answers = sorted(answers,
                      key=lambda x:x.measures.get('relevance', DEFAULT_RELEVANCE),
                      reverse=True)

        # Log answers in an other thread, so it does not add a delay.
        end_time = time.time()
        threading.Thread(target=verbose_log.log_answers,
                args=(self.config, answers, start_time, end_time)).start()

        return answers

    def request_from_answer(self, answer):
        return Request(self.id, answer.language, answer.tree,
                       answer.measures, answer.trace)

    def one_pass(self, request):
        # First make all requests so modules can prepare their answer
        # while we send requests to other modules
        streams = self._get_streams(request)
        answers = map(self._stream_reader, streams)
        answers = map(self._process_answers, answers)
        answers = itertools.chain(*list(answers)) # Flatten answers lists
        answers = itertools.chain(self._get_python(request), answers)
        answers = filter(bool, answers) # Eliminate None values
        return answers

    def _get_python_class(self, url):
        (module_path, class_path) = url.split(':')
        cls = importlib.import_module(module_path)
        for token in class_path.split('.'):
            cls = getattr(cls, token)
        return cls

    def _get_python(self, request):
        for module in self.config.modules:
            if module.should_send(request) and module.method == 'python':
                try:
                    obj = self._get_python_class(module.url)(request)
                    for answer in obj.answer():
                        yield answer
                except KeyboardInterrupt:
                    raise
                except Exception:
                    tb = traceback.format_exc()
                    logger.error('Error in module %s\n: %s' % (module, tb))

    def _get_streams(self, request):
        headers = {'Content-type': 'application/json',
                   'Accept': 'application/json'}
        payload = request.as_json()
        getter = functools.partial(requests.post, stream=True,
                                   headers=headers, data=payload)
        streams = []
        for module in self.config.modules:
            try:
                if module.should_send(request) and module.method == 'http':
                    streams.append((module, getter(module.url)))
            except requests.exceptions.ConnectionError as exc: # pragma: no cover
                logger.warning('Module %s could not be queried: %s' %
                                (module, exc.args[0]))
                pass
        return streams

    def _stream_reader(self, stream):
        (module, stream) = stream
        if stream.status_code != 200:
            logger.warning('Module %s returned %d: %s' %
                            (module, stream.status_code, stream.content))
            return None
        else:
            try:
                return (module, json.loads(s(stream.content)))
            except ValueError:
                logger.warning('Module %s returned %d: %s' %
                                (module, stream.status_code, stream.content))
                return None
            finally:
                stream.close()

    def _process_answers(self, t):
        if t:
            (module, answers) = t
            answers = map(Response.from_dict, answers)
            return list(map(functools.partial(self._process_answer, module), answers))
        else:
            return []

    def _process_answer(self, module, answer):
        missing = {'accuracy', 'relevance'} - set(answer.measures)
        if missing:
            logger.warning('Missing mandatory measures from module %s: %r' %
                             (module, missing))
        accuracy = answer.measures.get('accuracy', DEFAULT_ACCURACY)
        relevance = answer.measures.get('relevance', DEFAULT_RELEVANCE)
        if accuracy < 0 or accuracy > 1:
            logger.warning('Module %s answered with invalid accuracy: %r' %
                    (module, accuracy))
            return None
        answer.measures['accuracy'] = accuracy
        answer.measures['relevance'] = relevance * module.coefficient
        return answer


1		"""Router of the PPP core."""
2
3	1	import time
4	1	import json
5	1	import logging
6	1	import requests
7	1	import operator
8	1	import itertools
9	1	import functools
10	1	import traceback
11	1	import importlib
12	1	import threading
13	1	import ppp_libmodule
14	1	from ppp_datamodel import AbstractNode
15	1	from ppp_datamodel.communication import Request, Response, TraceItem
16	1	from .config import CoreConfig
17	1	from .exceptions import ClientError, BadGateway
18	1	from . import verbose_log
19
20	1	s = lambda x:x if isinstance(x, str) else x.decode()
21
22	1	DEFAULT_ACCURACY = 0
23	1	DEFAULT_RELEVANCE = 0
24
25	1	try:
26	1	level = getattr(logging, CoreConfig().loglevel.upper(), None)
27	1	except ppp_libmodule.exceptions.InvalidConfig:
28	1	pass
29		else:
30		if not isinstance(level, int):
31		logger.error('Invalid log level: %s' % self.config.loglevel)
32		else:
33		logging.basicConfig(level=level)
34	1	logger = logging.getLogger('router')
35
36	1	def freeze(obj):
37		if isinstance(obj, dict):
38		return frozenset((freeze(x), freeze(y)) for (x,y) in obj.items())
39		elif isinstance(obj, list):
40		return tuple(map(freeze, obj))
41		elif isinstance(obj, set):
42		return frozenset(map(freeze, obj))
43		elif isinstance(obj, TraceItem):
44		return freeze(obj.as_dict())
45		elif isinstance(obj, (str, tuple, frozenset, int, float)):
46		return obj
47		else:
48		raise Exception(obj)
49
50	1	def answer_id(answer):
51	1	return (answer.language, answer.tree,
52		frozenset(answer.measures.items()))
53	1	def remove_duplicates(reference, new):
54	1	result = []
55	1	for x in new:
56	1	id_ = answer_id(x)
57	1	if id_ in reference:
58	1	continue
59	1	reference.append(id_)
60	1	result.append(x)
61	1	return result
62
63
64	1	class Router:
65	1	def __init__(self, request):
66	1	self.id = request.id
67	1	self.language = request.language
68	1	assert isinstance(request.tree, AbstractNode)
69	1	self.tree = request.tree
70	1	logger.info('Request: %s' % self.tree)
71	1	self.measures = request.measures
72	1	self.trace = request.trace
73	1	self.config = CoreConfig()
74
75	1	def answer(self):
76	1	start_time = time.time()
77	1	answer_ids = []
78	1	answers = []
79	1	new_answers = [Response(self.language, self.tree,
80		self.measures, self.trace)]
81	1	for i in range(0, self.config.nb_passes):
82		# Perform the pass
83	1	requests = list(map(self.request_from_answer, new_answers))
84	1	new_answers = []
85	1	for request in requests:
86	1	new_answers.extend(self.one_pass(request))
87		# Remove duplicates, and update the answer list
88	1	new_answers = list(remove_duplicates(answer_ids, new_answers))
89	1	answers.extend(new_answers)
90		# TODO: should sort according to accuracy too
91	1	answers = sorted(answers,
92		key=lambda x:x.measures.get('relevance', DEFAULT_RELEVANCE),
93		reverse=True)
94
95		# Log answers in an other thread, so it does not add a delay.
96	1	end_time = time.time()
97	1	threading.Thread(target=verbose_log.log_answers,
98		args=(self.config, answers, start_time, end_time)).start()
99
100	1	return answers
101
102	1	def request_from_answer(self, answer):
103	1	return Request(self.id, answer.language, answer.tree,
104		answer.measures, answer.trace)
105
106	1	def one_pass(self, request):
107		# First make all requests so modules can prepare their answer
108		# while we send requests to other modules
109	1	streams = self._get_streams(request)
110	1	answers = map(self._stream_reader, streams)
111	1	answers = map(self._process_answers, answers)
112	1	answers = itertools.chain(*list(answers)) # Flatten answers lists
113	1	answers = itertools.chain(self._get_python(request), answers)
114	1	answers = filter(bool, answers) # Eliminate None values
115	1	return answers
116
117	1	def _get_python_class(self, url):
118	1	(module_path, class_path) = url.split(':')
119	1	cls = importlib.import_module(module_path)
120	1	for token in class_path.split('.'):
121	1	cls = getattr(cls, token)
122	1	return cls
123
124	1	def _get_python(self, request):
125	1	for module in self.config.modules:
126	1	if module.should_send(request) and module.method == 'python':
127	1	try:
128	1	obj = self._get_python_class(module.url)(request)
129	1	for answer in obj.answer():
130	1	yield answer
131	1	except KeyboardInterrupt:
132		raise
133	1	except Exception:
134	1	tb = traceback.format_exc()
135	1	logger.error('Error in module %s\n: %s' % (module, tb))
136
137	1	def _get_streams(self, request):
138	1	headers = {'Content-type': 'application/json',
139		'Accept': 'application/json'}
140	1	payload = request.as_json()
141	1	getter = functools.partial(requests.post, stream=True,
142		headers=headers, data=payload)
143	1	streams = []
144	1	for module in self.config.modules:
145	1	try:
146	1	if module.should_send(request) and module.method == 'http':
147	1	streams.append((module, getter(module.url)))
148		except requests.exceptions.ConnectionError as exc: # pragma: no cover
149		logger.warning('Module %s could not be queried: %s' %
150		(module, exc.args[0]))
151		pass
152	1	return streams
153
154	1	def _stream_reader(self, stream):
155	1	(module, stream) = stream
156	1	if stream.status_code != 200:
157		logger.warning('Module %s returned %d: %s' %
158		(module, stream.status_code, stream.content))
159		return None
160		else:
161	1	try:
162	1	return (module, json.loads(s(stream.content)))
163		except ValueError:
164		logger.warning('Module %s returned %d: %s' %
165		(module, stream.status_code, stream.content))
166		return None
167		finally:
168	1	stream.close()
169
170	1	def _process_answers(self, t):
171	1	if t:
172	1	(module, answers) = t
173	1	answers = map(Response.from_dict, answers)
174	1	return list(map(functools.partial(self._process_answer, module), answers))
175		else:
176		return []
177
178	1	def _process_answer(self, module, answer):
179	1	missing = {'accuracy', 'relevance'} - set(answer.measures)
180	1	if missing:
181		logger.warning('Missing mandatory measures from module %s: %r' %
182		(module, missing))
183	1	accuracy = answer.measures.get('accuracy', DEFAULT_ACCURACY)
184	1	relevance = answer.measures.get('relevance', DEFAULT_RELEVANCE)
185	1	if accuracy < 0 or accuracy > 1:
186	1	logger.warning('Module %s answered with invalid accuracy: %r' %
187		(module, accuracy))
188	1	return None
189	1	answer.measures['accuracy'] = accuracy
190	1	answer.measures['relevance'] = relevance * module.coefficient
191		return answer
192

ProjetPP / PPP-Core

ppp_core.Router.request_from_answer() A last analyzed 2016-04-01 08:32 UTC

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ppp_core.Router.request_from_answer() A
last analyzed 2016-04-01 08:32 UTC