def process_review_event(self, request: ReviewEvent) -> EventResponse:
base_ptr = ReferencePointer.from_pb(request.commit_revision.base)
head_ptr = ReferencePointer.from_pb(request.commit_revision.head)
response = EventResponse()
response.analyzer_version = self.version
comments = []
for analyzer in self._analyzers:
try:
mycfg = dict(request.configuration[analyzer.__name__])
except (KeyError, ValueError):
mycfg = {}
model, cache_miss = self._model_repository.get(
self._model_id(analyzer), analyzer.model_type, base_ptr.url)
if cache_miss:
self._log.info("cache miss: %s", analyzer.__name__)
if model is None:
self._log.info("training: %s", analyzer.__name__)
model = analyzer.train(base_ptr, mycfg, self._data_service.get())
self._model_repository.set(self._model_id(analyzer), base_ptr.url, model)
self._log.debug("running %s", analyzer.__name__)
results = analyzer(model, head_ptr.url, mycfg).analyze(
base_ptr, head_ptr, self._data_service.get())
self._log.info("%s: %d comments", analyzer.__name__, len(results))
comments.extend(results)
response.comments.extend(comments)
return response
def process_push_event(self,
request: PushEvent) -> EventResponse: # noqa: D401
"""
Callback for push events invoked by EventListener.
"""
ptr = ReferencePointer.from_pb(request.commit_revision.head)
data_service = self._data_service
for analyzer in self._analyzers:
if analyzer.model_type == DummyAnalyzerModel:
continue
try:
mycfg = self._protobuf_struct_to_dict(
request.configuration[analyzer.name])
except (KeyError, ValueError):
mycfg = {}
model = self._get_model(analyzer, ptr.url)
if model is not None:
must_train = analyzer.check_training_required(
model, ptr, mycfg, data_service)
if not must_train:
self._log.info("skipped training %s", analyzer.name)
continue
self._log.debug("training %s", analyzer.name)
record_event("%s.train" % analyzer.name, 1)
model = analyzer.train(ptr, mycfg, data_service)
self._model_repository.set(self._model_id(analyzer), ptr.url,
model)
response = EventResponse()
response.analyzer_version = self.version
return response
def process_push_event(self, request: PushEvent) -> EventResponse:
ptr = ReferencePointer.from_pb(request.commit_revision.head)
for analyzer in self._analyzers:
self._log.debug("training %s", analyzer.__name__)
try:
mycfg = dict(request.configuration[analyzer.__name__])
except (KeyError, ValueError):
mycfg = {}
model = analyzer.train(ptr, mycfg, self._data_service.get())
self._model_repository.set(self._model_id(analyzer), ptr.url, model)
response = EventResponse()
response.analyzer_version = self.version
return response
def process_review_event(
self, request: ReviewEvent) -> EventResponse: # noqa: D401
"""
Callback for review events invoked by EventListener.
"""
base_ptr = ReferencePointer.from_pb(request.commit_revision.base)
head_ptr = ReferencePointer.from_pb(request.commit_revision.head)
response = EventResponse()
response.analyzer_version = self.version
comments = []
for analyzer in self._analyzers:
try:
mycfg = self._protobuf_struct_to_dict(
request.configuration[analyzer.name])
self._log.info("%s config: %s", analyzer.name, mycfg)
except (KeyError, ValueError):
mycfg = {}
self._log.debug("no config was provided for %s", analyzer.name)
if analyzer.model_type != DummyAnalyzerModel:
model = self._get_model(analyzer, base_ptr.url)
if model is None:
self._log.info("training: %s", analyzer.name)
record_event("%s.train" % analyzer.name, 1)
model = analyzer.train(base_ptr, mycfg, self._data_service)
self._model_repository.set(self._model_id(analyzer),
base_ptr.url, model)
else:
model = DummyAnalyzerModel()
self._log.debug("running %s", analyzer.name)
record_event("%s.analyze" % analyzer.name, 1)
results = analyzer(model, head_ptr.url,
mycfg).analyze(base_ptr, head_ptr,
self._data_service)
self._log.info("%s: %d comments", analyzer.name, len(results))
record_event("%s.comments" % analyzer.name, len(results))
comments.extend(results)
response.comments.extend(comments)
return response