def post(self, class_name):
"""Calculate scores for a given class feature sort"""
unit_json = request.json # The request body contains our unit json. Not sure atm how to include this as a swagger param
# Attach scores and send back to the client
unit_json["stats"]["ip"] = request.remote_addr
# unit_json["scores"] = scores
# unit_json["stats"]["accuracy_before"] = scores["accuracy_before"]
# unit_json["stats"]["accuracy_after"] = scores["accuracy_after"]
# unit_json["stats"]["f1_before"] = scores["f1_before"]
# unit_json["stats"]["f1_after"] = scores["f1_after"]
unit_json["stats"]["requestedOn"] = unit_json["requestedOn"]
unit_json["stats"]["dtEnd"] = datetime.now().isoformat()
get_equas_db().db.oneshot_answer_v3.insert(unit_json["stats"])
unit_json["stats"]["_id"] = str(
unit_json["stats"]
['_id']) # Stringify the Mongo ID. Fixes: 'ObjectId' is not JSON
unit_json["_id"] = unit_json["stats"]["_id"]
get_equas_db().db.oneshot_answer_v3_full.insert(unit_json)
unit_json["_id"] = str(
unit_json['_id']
) # Stringify the Mongo ID. Fixes: 'ObjectId' is not JSON serializable
return unit_json
def post(self):
aspect_json = request.json
# Creating a Cursor instance using find() function
get_equas_db().db.oneshot_demo_save.insert(aspect_json)
# cursor = get_equas_db().db.oneshot_demo_aspects.find()
# # Converting cursor to the list of dictionaries
# list_cur = list(cursor)
# # Converting to the JSON
# data = []
# for doc in list_cur:
# doc['_id'] = str(doc['_id']) # Convert id to string
# data.append(doc)
return json.dumps({'success': True}), 200, {
'ContentType': 'application/json'
}
def get(self):
# Creating a Cursor instance using find() function
cursor = get_equas_db().db.oneshot_answer_v3_full.find()
# Converting cursor to the list of dictionaries
list_cur = list(cursor)
# Converting to the JSON
return list_cur
def get(self, save_id):
# Creating a Cursor instance using find() function
cursor = get_equas_db().db.oneshot_demo_save.find(
{'_id': ObjectId(save_id)})
list_cur = list(cursor)
for doc in list_cur:
doc['_id'] = str(doc['_id']) # Convert id to string
return doc
def post(self, class_name):
"""Calculate scores for a given class feature sort"""
# class_name = {image_class}
activities = [
'badminton', 'bocce', 'croquet', 'polo', 'RockClimbing', 'rowing',
'sailing', 'snowboarding'
]
preextracted_data_path = settings.data_path + 'sun397_features.npz'
classifier = settings.data_path + class_name + '_units_applied.npz'
if (class_name in activities):
preextracted_data_path = settings.data_path + 'places_features.npz'
classifier = settings.data_path + class_name + '_w_new.npz'
unit_json = request.json # The request body contains our unit json. Not sure atm how to include this as a swagger param
# print(json.dumps(unit_json))
#unit_json["initalSort"] #This is the random sorting the Turker recieved and should serve as the baseline for the scoring.
scores = get_scores(class_name, unit_json, classifier,
preextracted_data_path)
print(json.dumps(scores))
# Attach scores and send back to the client
unit_json["stats"]["ip"] = request.remote_addr
unit_json["scores"] = scores
unit_json["stats"]["accuracy_before"] = scores["accuracy_before"]
unit_json["stats"]["accuracy_after"] = scores["accuracy_after"]
unit_json["stats"]["f1_before"] = scores["f1_before"]
unit_json["stats"]["f1_after"] = scores["f1_after"]
unit_json["stats"]["requestedOn"] = unit_json["requestedOn"]
unit_json["stats"]["dtEnd"] = datetime.now().isoformat()
get_equas_db().db.oneshot_answer_v2.insert(unit_json["stats"])
unit_json["stats"]["_id"] = str(
unit_json["stats"]
['_id']) # Stringify the Mongo ID. Fixes: 'ObjectId' is not JSON
# unit_json["stats"]["id"] = unit_json["stats"]["_id"]
# unit_json["id"] = unit_json["stats"]["_id"]
# unit_json["_id"] = unit_json["id"]
unit_json["_id"] = unit_json["stats"]["_id"]
get_equas_db().db.oneshot_answer_v2_full.insert(unit_json)
unit_json["_id"] = str(
unit_json['_id']
) # Stringify the Mongo ID. Fixes: 'ObjectId' is not JSON serializable
return unit_json
def get(self):
# Creating a Cursor instance using find() function
cursor = get_equas_db().db.oneshot_answer_v3.find()
# Converting cursor to the list of dictionaries
list_cur = list(cursor)
# Converting to the JSON
data = []
for doc in list_cur:
doc['_id'] = str(doc['_id']) # Convert id to string
data.append(doc)
return data
def get(self, session_id):
# Creating a Cursor instance using find() function
# cursor = get_equas_db().db.oneshot_demo_save.find({'sessionId': session_id}, {'aspects': 0})
cursor = get_equas_db().db.oneshot_demo_save.find(
{"$or": [{
'sessionId': session_id
}, {
'sessionId': 'example'
}]}, {'aspects': 0})
list_cur = list(cursor)
# Converting to the JSON
data = []
for doc in list_cur:
doc['_id'] = str(doc['_id']) # Convert id to string
data.append(doc)
return data