def predictForRevision(project_id, revision):
# Init validation
validation = ValidationResult([]);
# Load project
projectValidation = ProjectService.getDetail(project_id);
# Check project validation
if not validation.append(projectValidation):
return validation
# Get changes of given revision
submissionValidation = RepositoryService.getRevisionDifference(projectValidation.data["repository"], revision + "^", revision)
# Check submission validation
if not validation.append(submissionValidation):
return validation
# Make prediction
return ModelService.predict(project_id, submissionValidation.data)
def create(project_id):
StateService.set("Getting project information")
# Get detail about project
validation = ProjectService.getDetail(project_id);
# If getting detail failed, pass it
if not validation.isValid:
return validation;
# Init tuple to hold data
measurements = dict()
# It went ok, so let us begin
# We need to process each submission
sortedSubmissions = sorted(validation.data["submissions"], key=lambda k: k['SequenceNumber'])
for index, submission in enumerate(sortedSubmissions, start=0):
StateService.set(validation.data["name"] + ": Processing submission (" + str(index + 1) + "/" + str(sortedSubmissions.__len__()) + ")")
# Init api handler
resultCloud = ResultCloud(config.RESULT_CLOUD_API)
# Get submission with test cases from result cloud
try:
response = resultCloud.get_submission_by_id(submission["Id"])
except:
# Prepare validation and return result
validation.addError("Failed to load submission from ResultCloud")
return validation
# Failed to get response
if not response:
# Prepare validation and return result
validation.addError("Failed to load submission from ResultCloud")
return validation
# Assign result
rcSubmission = resultCloud.last_response['Result']
# Get changes of submission
if index < 1:
# There is no previous submission
submissionValidation = RepositoryService.getRevisionDifference(validation.data["repository"], submission["GitHash"] + "^", submission["GitHash"])
else:
submissionValidation = RepositoryService.getRevisionDifference(validation.data["repository"], sortedSubmissions[index-1]["GitHash"] , submission["GitHash"])
# Check if validation is ok
if not validation.append(submissionValidation):
return validation
# We have all we need
for testCase in ModelService._extractTestCases(rcSubmission):
# Update measurements
measurements = ModelService._updateModelMeasurements(measurements, ntpath.basename(testCase["Name"]), submissionValidation.data, testCase["ChangeFlag"])
StateService.set(validation.data["name"] + ":Saving models")
# Calculate and save models
classifiers = ModelService._calculate(measurements)
ModelService._saveClassifiers(classifiers, "project_" + project_id)
StateService.reset()
# Return validation
return validation