Fixed tmp file usage

This commit is contained in:
Pünkösd Marcell 2020-10-01 16:13:58 +02:00
parent b3770a6de9
commit 28833f0f12
1 changed files with 12 additions and 12 deletions

View File

@ -10,48 +10,48 @@ from cnn_classifier import Classifier
def run_everything(parameters: dict):
tag = parameters['tag']
_, file_path = tempfile.mkstemp(prefix=f"{tag}_", suffix=".wav")
_, temp_model_name = tempfile.mkstemp(suffix=".json")
_, temp_weights_name = tempfile.mkstemp(suffix=".h5")
sample_file_handle, sample_file_path = tempfile.mkstemp(prefix=f"{tag}_", suffix=".wav")
model_file_handle, model_file_path = tempfile.mkstemp(suffix=".json")
weights_file_handle, weights_file_path = tempfile.mkstemp(suffix=".h5")
try:
logging.info(f"Downloading sample: {tag}")
r = requests.get(f"http://storage-service/object/{tag}")
with open(file_path, 'wb') as f:
with open(sample_file_handle, 'wb') as f:
f.write(r.content)
logging.debug(f"Downloaded sample to {file_path}")
logging.debug(f"Downloaded sample to {sample_file_path}")
r = requests.get(f"http://model-service/model/cnn/$default")
r.raise_for_status()
with open(temp_model_name, 'wb') as f:
with open(model_file_handle, 'wb') as f:
f.write(r.content)
r = requests.get(f"http://model-service/model/cnn/$default?weights")
r.raise_for_status()
with open(temp_weights_name, 'wb') as f:
with open(weights_file_handle, 'wb') as f:
f.write(r.content)
# magic happens here
classifier = Classifier(temp_model_name, temp_weights_name)
results = classifier.predict(file_path)
classifier = Classifier(model_file_path, weights_file_path)
results = classifier.predict(sample_file_path)
finally: # bruuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuuh
try:
os.remove(temp_model_name)
os.remove(model_file_path)
except FileNotFoundError:
pass
try:
os.remove(temp_weights_name)
os.remove(weights_file_path)
except FileNotFoundError:
pass
try:
os.remove(file_path)
os.remove(sample_file_path)
except FileNotFoundError:
pass