This commit is contained in:
parent
977fc98ed2
commit
ee9dea06fb
@ -29,8 +29,12 @@ class Classifier(object):
|
||||
|
||||
@staticmethod
|
||||
def create_spectrogram(wav_filename: str) -> Tuple[str, str]:
|
||||
matplotlib.pyplot.interactive(False)
|
||||
|
||||
with opentracing.tracer.start_active_span('classifier.librosa.load'):
|
||||
clip, sample_rate = librosa.load(wav_filename, sr=None)
|
||||
|
||||
with opentracing.tracer.start_active_span('classifier.Plot'):
|
||||
matplotlib.pyplot.interactive(False)
|
||||
fig = matplotlib.pyplot.figure(figsize=[0.72, 0.72])
|
||||
ax = fig.add_subplot(111)
|
||||
ax.axes.get_xaxis().set_visible(False)
|
||||
@ -85,12 +89,10 @@ class Classifier(object):
|
||||
return predicted_class_name, labeled_predictions
|
||||
|
||||
def predict(self, wav_filename: str) -> Tuple[str, dict]:
|
||||
span = opentracing.tracer.scope_manager.active().span
|
||||
|
||||
with opentracing.tracer.start_active_span('createSpectrogram', child_of=span):
|
||||
with opentracing.tracer.start_active_span('classifier.createSpectrogram'):
|
||||
directory, _ = self.create_spectrogram(wav_filename)
|
||||
|
||||
with opentracing.tracer.start_active_span('runPredictor', child_of=span):
|
||||
with opentracing.tracer.start_active_span('classifier.runPredictor'):
|
||||
result = self._run_predictor(directory)
|
||||
|
||||
shutil.rmtree(directory) # The image is no longer needed
|
||||
|
@ -19,15 +19,16 @@ class MagicDoer:
|
||||
|
||||
@classmethod
|
||||
def run_everything(cls, parameters: dict) -> dict:
|
||||
span = opentracing.tracer.scope_manager.active().span
|
||||
|
||||
|
||||
tag = parameters['tag']
|
||||
sample_file_handle, sample_file_path = tempfile.mkstemp(prefix=f"{tag}_", suffix=".wav", dir="/dev/shm")
|
||||
span = opentracing.tracer.scope_manager.active().span
|
||||
span.log_kv({'event': 'sampleFileOpened', 'sampleTag': tag})
|
||||
response = None
|
||||
try:
|
||||
|
||||
with opentracing.tracer.start_active_span('downloadSample', child_of=span):
|
||||
with opentracing.tracer.start_active_span('magicDoer.downloadSample'):
|
||||
# Download Sample
|
||||
object_path = urljoin(Config.STORAGE_SERVICE_URL, f"object/{tag}")
|
||||
|
||||
@ -38,11 +39,11 @@ class MagicDoer:
|
||||
|
||||
logging.debug(f"Downloaded sample to {sample_file_path}")
|
||||
|
||||
with opentracing.tracer.start_active_span('loadClassifier', child_of=span):
|
||||
with opentracing.tracer.start_active_span('magicDoer.getClassifier'):
|
||||
# Get a classifier that uses the default model
|
||||
model_details, classifier = cls.classifier_cache.get_default_classifier()
|
||||
|
||||
with opentracing.tracer.start_active_span('runClassifier', child_of=span) as child_span:
|
||||
with opentracing.tracer.start_active_span('magicDoer.runClassifier'):
|
||||
# do the majic
|
||||
classification_start_time = time.time()
|
||||
predicted_class_name, labeled_predictions = classifier.predict(sample_file_path)
|
||||
@ -63,6 +64,7 @@ class MagicDoer:
|
||||
except FileNotFoundError:
|
||||
pass
|
||||
|
||||
span = opentracing.tracer.scope_manager.active().span
|
||||
span.log_kv({'event': 'sampleFileDeleted', 'sampleTag': tag})
|
||||
|
||||
if not response:
|
||||
|
@ -19,16 +19,16 @@ from magic_doer import MagicDoer
|
||||
|
||||
|
||||
def message_callback(channel, method, properties, body):
|
||||
with opentracing.tracer.start_active_span('messageHandling', finish_on_close=True) as span:
|
||||
with opentracing.tracer.start_active_span('main.handleMessage', finish_on_close=True) as scope:
|
||||
try:
|
||||
msg = json.loads(body.decode('utf-8'))
|
||||
except (UnicodeDecodeError, json.JSONDecodeError) as e:
|
||||
logging.warning(f"Invalid message recieved: {e}")
|
||||
return
|
||||
|
||||
span.log_kv({'event': 'messageParsed', 'sampleTag': msg['tag']})
|
||||
scope.span.log_kv({'event': 'messageParsed', 'sampleTag': msg['tag']})
|
||||
|
||||
with opentracing.tracer.start_active_span('runAlgorithm', child_of=span) as child_span:
|
||||
with opentracing.tracer.start_active_span('magicDoer.run_everything'):
|
||||
results = MagicDoer.run_everything(msg) # <- This is where the magic happens
|
||||
|
||||
if results:
|
||||
|
Loading…
Reference in New Issue
Block a user