def create_samples(self):
# Create weather measurements
self.create_weather_measurements()
# Get the id from the demo farm.
demo_farm_id = self.get_farm_id()
# Get factories
p_factory = PaddockFactory()
r_factory = ReadingFactory()
algo_id = self.get_algorithm_id(self.PASTURE_CAT, self.CATEGORY_ALGO)
# For loop used to create sample paddocks.
for p_id in range(0, 4):
# Create an upload and update time.
create_time = datetime.datetime.now()
update_time = datetime.datetime.now() + datetime.timedelta(hours=1)
# Create a sample paddock.
paddock = p_factory.build_demo_paddock(
demo_farm_id,
p_id,
create_time,
create_time if p_id < 2 else update_time)
paddock.set_id(p_id)
# Call API.
paddock_res = self.api._Moogle__api_call('post', self.PADDOCK_ENDPOINT, paddock.to_dict(), None)
# :Add the returned object id to the current paddock object.
paddock_json = json.loads(paddock_res.text)
paddock.set_oid(paddock_json['data']['_id'])
# For loop used to create sample readings for the current paddock.
for r_id in range(0, 100):
# Create an upload and update time.
create_time = datetime.datetime.now()
update_time = datetime.datetime.now() + datetime.timedelta(hours=1)
# Create a sample pasture reading.
reading = r_factory.build_demo_reading(
p_id,
paddock.oid,
-1,
algo_id,
create_time,
create_time if r_id % 4 != 0 else update_time)
# Call API.
self.api._Moogle__api_call('post', self.READING_ENDPOINT, reading.to_dict(), None)
def add_readings(self):
# Get demo farm id
demo_farm_id = self.get_farm_id()
# Get the user id from the logged in user
res = self.api._Moogle__api_call('get', 'auth', None, None)
user = json.loads(res.text)
user_id = user['user']['id']
# Get pasture reading factory
r_factory = ReadingFactory()
# Get timestamp
timestamp = datetime.datetime.now()
# Get each paddock that belongs to the demo farm
paddock_params = self.PADDOCKS_PARAMS + str(demo_farm_id)
response = self.api._Moogle__api_call('get', self.PADDOCK_ENDPOINT, None, paddock_params)
paddocks = json.loads(response.text)
paddocks = paddocks['paddocks']
# Iterate through each paddock in the farm
for paddock in paddocks:
paddock_oid = paddock['_id']
paddock_id = paddock['id']
# Create a pasture reading for each farm.
for i in range(0, self.NUM_PASTURE_READINGS):
# Create a sample pasture reading.
reading = r_factory.build_demo_reading(
paddock_id,
paddock_oid,
user_id,
timestamp,
timestamp)
# Call API.
self.api._Moogle__api_call('post', self.READING_ENDPOINT, reading.to_dict(), None)