def sample_hello_world():
farmbeats_endpoint = os.environ['FARMBEATS_ENDPOINT']
credential = DefaultAzureCredential()
client = FarmBeatsClient(endpoint=farmbeats_endpoint,
credential=credential)
farmer_id = "contoso-farmer"
farmer_name = "Contoso"
farmer_description = "Contoso is hard working."
print("Creating farmer, or updating if farmer already exists...",
end=" ",
flush=True)
farmer = client.farmers.create_or_update(
farmer_id=farmer_id,
farmer=Farmer(name=farmer_name, description=farmer_description))
print("Done")
print("Here are the details of the farmer:")
print(f"\tID: {farmer.id}")
print(f"\tName: {farmer.name}")
print(f"\tDescription: {farmer.description}")
print(f"\tCreated timestamp: {farmer.created_date_time}")
print(f"\tLast modified timestamp: {farmer.modified_date_time}")
def test_satellite_flow(self, agrifood_endpoint):
# Setup data
common_id_prefix = "satellite-flow-"
farmer_id = common_id_prefix + "test-farmer"
boundary_id = common_id_prefix + "test-boundary"
job_id_prefix = common_id_prefix + "job"
job_id = self.generate_random_name(job_id_prefix)
start_date_time = datetime(2020, 1, 1, tzinfo=Utc())
end_date_time = datetime(2020, 1, 31, tzinfo=Utc())
# Setup client
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
# Create farmer
farmer = client.farmers.create_or_update(farmer_id=farmer_id,
farmer=Farmer())
# Create boundary if not exists
self.create_boundary_if_not_exist(client, farmer_id, boundary_id)
# Create satellite job
satellite_job_poller = client.scenes.begin_create_satellite_data_ingestion_job(
job_id=job_id,
job=SatelliteDataIngestionJob(
farmer_id=farmer_id,
boundary_id=boundary_id,
start_date_time=start_date_time,
end_date_time=end_date_time,
data=SatelliteData(image_names=["LAI"])),
)
# Get terminal job state and assert
satellite_job = satellite_job_poller.result()
assert satellite_job.farmer_id == farmer_id
assert satellite_job.id == job_id
assert satellite_job.boundary_id == boundary_id
assert satellite_job.start_date_time == start_date_time
assert satellite_job.end_date_time == end_date_time
assert satellite_job.status == "Succeeded"
# Get corresponding scenes
scenes = client.scenes.list(
farmer_id=farmer_id,
boundary_id=boundary_id,
start_date_time=start_date_time,
end_date_time=end_date_time,
)
scenes_list = list(scenes)
# Assert scenes got created
assert len(scenes_list) > 0
for scene in scenes_list:
assert scene.farmer_id == farmer_id
assert scene.boundary_id == boundary_id
def test_boundary(self, agrifood_endpoint):
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
farmer_id = "smoke-test-boundary-farmer"
boundary_id = "smoke-test-boundary"
farmer = client.farmers.create_or_update(farmer_id=farmer_id,
farmer=Farmer())
boundary = self.create_boundary_if_not_exist(client, farmer_id,
boundary_id)
assert boundary == client.boundaries.get(farmer_id=farmer_id,
boundary_id=boundary_id)
self.delete_boundary(client, farmer_id, boundary_id)
client.farmers.delete(farmer_id=farmer_id)
async def test_boundary(self, agrifood_endpoint):
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
boundary_id = "async-test-boundary"
farmer_id = boundary_id + "-farmer"
farmer = await client.farmers.create_or_update(farmer_id=farmer_id,
body=Farmer())
boundary = await self.create_boundary_if_not_exist(
client, farmer_id, boundary_id)
assert boundary == await client.boundaries.get(farmer_id=farmer_id,
boundary_id=boundary_id)
await self.delete_boundary(client, farmer_id, boundary_id)
await client.farmers.delete(farmer_id=farmer_id)
def test_farmer(self, farmbeats_endpoint, farmbeats_farmer_id):
client = self.create_client(farmbeats_endpoint=farmbeats_endpoint)
farmer = client.farmers.create_or_update(farmer_id=farmbeats_farmer_id,
body=Farmer())
assert farmer.id == farmbeats_farmer_id
assert farmer.e_tag
assert farmer.created_date_time
assert farmer.modified_date_time
retrieved_farmer = client.farmers.get(farmer_id=farmbeats_farmer_id)
assert farmer.id == retrieved_farmer.id
assert farmer.e_tag == retrieved_farmer.e_tag
assert farmer.created_date_time == retrieved_farmer.created_date_time
assert farmer.modified_date_time == retrieved_farmer.modified_date_time
async def test_farmer(self, agrifood_endpoint):
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
farmer_id = "async-test-farmer"
farmer = await client.farmers.create_or_update(farmer_id=farmer_id,
body=Farmer())
assert farmer.id == farmer_id
assert farmer.e_tag
assert farmer.created_date_time
assert farmer.modified_date_time
retrieved_farmer = await client.farmers.get(farmer_id=farmer_id)
assert farmer.id == retrieved_farmer.id
assert farmer.e_tag == retrieved_farmer.e_tag
assert farmer.created_date_time == retrieved_farmer.created_date_time
assert farmer.modified_date_time == retrieved_farmer.modified_date_time
await client.farmers.delete(farmer_id=farmer_id)
def test_farmer(self, agrifood_endpoint):
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
farmer_id = self.generate_random_name("smoke-test-farmer")
farmer = client.farmers.create_or_update(
farmer_id=farmer_id,
farmer=Farmer()
)
assert farmer.id == farmer_id
assert farmer.e_tag
assert farmer.created_date_time
assert farmer.modified_date_time
retrieved_farmer = client.farmers.get(farmer_id=farmer_id)
assert farmer.id == retrieved_farmer.id
assert farmer.e_tag == retrieved_farmer.e_tag
assert farmer.created_date_time == retrieved_farmer.created_date_time
assert farmer.modified_date_time == retrieved_farmer.modified_date_time
client.farmers.delete(farmer_id=farmer_id)
def sample_farm_hierarchy():
farmbeats_endpoint = os.environ['FARMBEATS_ENDPOINT']
credential = DefaultAzureCredential()
client = FarmBeatsClient(
endpoint=farmbeats_endpoint,
credential=credential
)
farmer_id = "contoso-farmer"
farmer_name = "contoso-farmer-name"
farmer_description = "contoso-farmer-description"
farm_id = "contoso-farm"
farm_name = "contoso-farm-name"
farm_description = "contoso-farm-description"
field_id = "contoso-field"
field_name = "contoso-field-name"
field_description = "contoso-field-description"
boundary_id = "contoso-boundary"
boundary_name = "contoso-boundary-name"
boundary_description = "contoso-boundary-description"
multi_polygon = MultiPolygon(
coordinates=[
[
[
[-94.05807495, 44.75916947],
[-94.05802487, 44.7592142],
[-94.05798752, 44.75921875],
[-94.05692697, 44.75883808],
[-94.05697525, 44.75861334],
[-94.05542493, 44.75844192],
[-94.05537128, 44.75891045],
[-94.05443251, 44.75884951],
[-94.05086517, 44.75856001],
[-94.05093491, 44.75533736],
[-94.05389607, 44.75516594],
[-94.05421793, 44.75520023],
[-94.05447543, 44.75534879],
[-94.05746988, 44.75751702],
[-94.05795157, 44.75824385],
[-94.05805349, 44.75863619],
[-94.05807495, 44.75916947]
]
],
[
[
[-94.05802667, 44.75929136],
[-94.05793598, 44.7607673],
[-94.05693233, 44.76072738],
[-94.05694842, 44.76008746],
[-94.05727246, 44.75988264],
[-94.05752903, 44.75946416],
[-94.05760288, 44.75923042],
[-94.05802667, 44.75929136]
]
]
]
)
# Step 1: Create a farmer.
print(
f"Creating or updating farmer with Id {farmer_id}...", end=" ", flush=True)
farmer = client.farmers.create_or_update(
farmer_id=farmer_id,
farmer=Farmer(
name=farmer_name,
description=farmer_description
)
)
print("Done")
print("Details of farmer:")
print("\tID:", farmer.id)
print("\tName:", farmer.name)
print("\tDescription:", farmer.description)
# Step 2: Create a farm.
print(
f"Creating or updating farm with Id {farm_id}...", end=" ", flush=True)
farm = client.farms.create_or_update(
farmer_id=farmer_id,
farm_id= farm_id,
farm=Farm(
name=farm_name,
description=farm_description
)
)
print("Done")
print("Details of farm:")
print("\tID:", farm.id)
print("\tName:", farm.name)
print("\tFarmer Name:", farm.farmer_id)
print("\tDescription:", farm.description)
# Step 3: Create a field.
print(
f"Creating or updating field with Id {field_id}...", end=" ", flush=True)
field = client.fields.create_or_update(
farmer_id=farmer_id,
field_id= field_id,
field=Field(
name=field_name,
farm_id=farm_id,
description=field_description
)
)
print("Done")
print("Details of field:")
print("\tID:", field.id)
print("\tName:", field.name)
print("\tFarmer Name:", field.farmer_id)
print("\tFarm Name:", field.farm_id)
print("\tName:", field.name)
print("\tDescription:", field.description)
# Step 4: Create a boundary.
try:
print(
f"Trying to fetch boundary with id {boundary_id}...", end=" ", flush=True)
boundary = client.boundaries.get(
farmer_id=farmer_id,
boundary_id=boundary_id
)
print("Boundary already exists.")
except ResourceNotFoundError:
print(
f"Doesn't exist. Creating boundary...", end=" ", flush=True)
boundary = client.boundaries.create_or_update(
farmer_id=farmer_id,
boundary_id=boundary_id,
boundary=Boundary(
name=boundary_name,
geometry=multi_polygon,
description=boundary_description
)
)
print("Done")
print("Details of boundary:")
print("\tID:", boundary.id)
print("\tName:", boundary.name)
print("\tDescription:", boundary.description)
def sample_satellite_download():
farmbeats_endpoint = os.environ['FARMBEATS_ENDPOINT']
credential = DefaultAzureCredential()
client = FarmBeatsClient(endpoint=farmbeats_endpoint,
credential=credential)
farmer_id = "contoso-farmer"
boundary_id = "contoso-boundary"
job_id_prefix = "contoso-job"
start_date_time = datetime(2020, 1, 1, tzinfo=UTC)
end_date_time = datetime(2020, 1, 31, tzinfo=UTC)
data_root_dir = "./data/satellite/"
# Create or update a farmer within FarmBeats.
print(f"Ensure farmer with id {farmer_id} exists... ", end="", flush=True)
farmer = client.farmers.create_or_update(farmer_id=farmer_id,
farmer=Farmer())
print("Done")
# Create a boundary if the boundary does not exist.
try:
print(f"Checking if boundary with id {boundary_id} exists... ",
end="",
flush=True)
boundary = client.boundaries.get(farmer_id=farmer_id,
boundary_id=boundary_id)
print("Exists")
except ResourceNotFoundError as e:
print("Boundary doesn't exist. Creating... ", end="", flush=True)
# Creating a boundary.
boundary = client.boundaries.create_or_update(
farmer_id=farmer_id,
boundary_id=boundary_id,
boundary=Boundary(geometry=Polygon(
coordinates=[[[79.27057921886444, 18.042507660177698],
[79.26899135112762, 18.040135849620704],
[79.27113711833954, 18.03927382882835],
[79.27248358726501, 18.041069275656195],
[79.27057921886444, 18.042507660177698]]])))
print("Created")
# Queue a satellite job and wait for completion.
job_id = f"{job_id_prefix}-{randint(0, 1000)}"
print(f"Queuing satellite job {job_id}... ", end="", flush=True)
satellite_job_poller = client.scenes.begin_create_satellite_data_ingestion_job(
job_id=job_id,
job=SatelliteDataIngestionJob(farmer_id=farmer_id,
boundary_id=boundary_id,
start_date_time=start_date_time,
end_date_time=end_date_time,
data=SatelliteData(image_names=["LAI"])))
print("Queued. Waiting for completion... ", end="", flush=True)
satellite_job_poller.result()
print(f"Job completed with status {satellite_job_poller.status()}")
# Get scenes which are available in FarmBeats for our farmer and boundary of intrest.
print("Getting scenes list... ", end="", flush=True)
scenes = client.scenes.list(
boundary.farmer_id,
boundary.id,
start_date_time=start_date_time,
end_date_time=end_date_time,
)
print("Done")
for scene in scenes:
safe_datetime_str = scene.scene_date_time.strftime("%Y-%m-%d %H-%M-%S")
scene_out_path = Path(data_root_dir, scene.provider, scene.source,
safe_datetime_str)
for image_file in scene.image_files:
band_out_path = Path(
scene_out_path,
f"{image_file.name}-{int(image_file.resolution)}.tif")
download_image(client, image_file.file_link, band_out_path)
print("Downloads done")
async def test_satellite_flow(self, agrifood_endpoint):
# not running in playback for now because the binary body is not being scrubbed properly
# Setup data
common_id_prefix = "satellite-flow-async-"
farmer_id_prefix = common_id_prefix + "test-farmer"
boundary_id_prefix = common_id_prefix + "test-boundary"
job_id_prefix = common_id_prefix + "job"
job_id = self.generate_random_name(job_id_prefix)
farmer_id = self.generate_random_name(farmer_id_prefix)
boundary_id = self.generate_random_name(boundary_id_prefix)
start_date_time = datetime.datetime(2020, 1, 1, tzinfo=Utc())
end_date_time = datetime.datetime(2020, 12, 31, tzinfo=Utc())
# Setup client
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
# Create farmer
farmer = await client.farmers.create_or_update(farmer_id=farmer_id,
farmer=Farmer())
# Create boundary if not exists
boundary = await self.create_boundary_if_not_exist(
client, farmer_id, boundary_id)
# Create satellite job
satellite_job_poller = await client.scenes.begin_create_satellite_data_ingestion_job(
job_id=job_id,
job=SatelliteDataIngestionJob(
farmer_id=farmer_id,
boundary_id=boundary_id,
start_date_time=start_date_time,
end_date_time=end_date_time,
data=SatelliteData(image_names=["LAI"])),
)
# Get terminal job state and assert
satellite_job = await satellite_job_poller.result()
assert satellite_job.farmer_id == farmer_id
# in async, we're getting binary form of body, so can't scrub job id from binary
assert job_id in satellite_job.id
assert satellite_job.boundary_id == boundary_id
assert satellite_job.start_date_time == start_date_time
assert satellite_job.end_date_time == end_date_time
assert satellite_job.status == "Succeeded"
# Get corresponding scenes
scenes = client.scenes.list(
farmer_id=farmer_id,
boundary_id=boundary_id,
start_date_time=start_date_time,
end_date_time=end_date_time,
)
scenes_list = [scene async for scene in scenes]
# Assert scenes got created
assert len(scenes_list) > 0
for scene in scenes_list:
assert scene.farmer_id == farmer_id
assert scene.boundary_id == boundary_id
async def sample_attachments_async():
farmbeats_endpoint = os.environ['FARMBEATS_ENDPOINT']
credential = DefaultAzureCredential()
client = FarmBeatsClient(endpoint=farmbeats_endpoint,
credential=credential)
farmer_id = "contoso-farmer"
farm_id = "contoso-farm"
attachment_on_farmer_id = "contoso-farmer-attachment-1"
attachment_on_farm_id = "contoso-farm-attachment-1"
attachment_on_farmer_file_path = "../test.txt"
attachment_on_farm_file_path = "../test.txt"
if not (os.path.isfile(attachment_on_farmer_file_path)
and os.path.isfile(attachment_on_farm_file_path)):
raise SystemExit(
"Please provide the paths to the files you want to upload.")
# Ensure farmer exists, create if necessary.
print(f"Create/updating farmer with id {farmer_id}...",
end=" ",
flush=True)
await client.farmers.create_or_update(farmer_id=farmer_id, farmer=Farmer())
print("Done!")
# Ensure farm exists, create if necessary.
print(f"Create/updating farm with id {farm_id}...", end=" ", flush=True)
await client.farms.create_or_update(farmer_id=farmer_id,
farm_id=farm_id,
farm=Farmer())
print("Done!")
# Create attachment on farmer
try:
print(
f"Checking if attachment with id {attachment_on_farmer_id} already exists "
f"on farmer with id {farmer_id}...",
end=" ",
flush=True)
await client.attachments.get(farmer_id=farmer_id,
attachment_id=attachment_on_farmer_id)
print("Attachment already exists. Not updating file.")
except ResourceNotFoundError:
print("Attachment doesn't exist")
print("Creating attachment...", end=" ", flush=True)
# Open file with buffering set to 0, to get a IO object.
file_to_attach_on_farmer = open(attachment_on_farmer_file_path,
"rb",
buffering=0)
await client.attachments.create_or_update(
farmer_id=farmer_id,
attachment_id=attachment_on_farmer_id,
resource_id=farmer_id,
resource_type="Farmer",
file=file_to_attach_on_farmer)
print("Done!")
# Create attachment with farm
try:
print(
f"Checking if attachment with id {attachment_on_farm_id} already exists "
+ f"on farm with id {farm_id}...",
end=" ",
flush=True)
await client.attachments.get(farmer_id=farmer_id,
attachment_id=attachment_on_farm_id)
print("Attachment already exists. Not updating file.")
except ResourceNotFoundError:
print("Attachment doesn't exist")
print("Creating attachment...", end=" ", flush=True)
# Open file with buffering set to 0, to get a IO object.
file_to_attach_on_farm = open(attachment_on_farm_file_path,
"rb",
buffering=0)
await client.attachments.create_or_update(
farmer_id=farmer_id,
attachment_id=attachment_on_farm_id,
resource_id=farm_id,
resource_type="Farm",
file=file_to_attach_on_farm)
print("Done!")
print("Proceeding to download all attachments on the farmer. " +
"Press enter to continue...")
input()
print("Getting a list of all attachments " +
f"on the farmer with id {farmer_id}...",
end=" ",
flush=True)
farmer_attachments = client.attachments.list_by_farmer_id(
farmer_id=farmer_id, )
print("Done!")
# Using a semaphore to limit the number of concurrent downloads.
semaphore = asyncio.Semaphore(2)
print("Downloading attachments with a maximum concurrency " +
"of two downloads at a time...")
# Setting up a async function (a coroutine) to download each attachment
async def download(attachment, semaphore):
async with semaphore:
downloaded_attachment = await client.attachments.download(
farmer_id=farmer_id, attachment_id=attachment_on_farmer_id)
out_path = Path(
"../data/attachments/" +
f"{attachment.resource_type}/{attachment.resource_id}" +
f"/{attachment.id}/{attachment.original_file_name}")
# Make sure the dirs to the output path exists
out_path.parent.mkdir(parents=True, exist_ok=True)
print(
f"Saving attachment id {attachment.id} to {out_path.resolve()}"
)
with open(out_path, 'wb') as out_file:
async for bits in downloaded_attachment:
out_file.write(bits)
await asyncio.gather(*[
download(attachment, semaphore)
async for attachment in farmer_attachments
])
print("Done!")
await client.close()
await credential.close()
def test_farmer_operations(self, agrifood_endpoint):
# Setup data
farmer_id = "test-farmer-farmer-ops"
farmer_name = "Test Farmer"
farmer_description = "Farmer created during testing."
farmer_status = "Sample Status"
farmer_properties = {"foo": "bar", "numeric one": 1, 1: "numeric key"}
# Setup client
client = self.create_client(agrifood_endpoint=agrifood_endpoint)
# Create
farmer = client.farmers.create_or_update(
farmer_id=farmer_id,
farmer=Farmer(name=farmer_name,
description=farmer_description,
status=farmer_status,
properties=farmer_properties))
# Assert on immediate response
assert farmer.id == farmer_id
assert farmer.name == farmer_name
assert farmer.description == farmer_description
assert farmer.status == farmer_status
assert len(farmer.properties) == 3
assert farmer.properties["foo"] == "bar"
assert farmer.properties["numeric one"] == 1
assert farmer.properties["1"] == "numeric key"
assert farmer.e_tag
assert type(farmer.created_date_time) is datetime
assert type(farmer.modified_date_time) is datetime
# Retrieve created object
retrieved_farmer = client.farmers.get(farmer_id=farmer_id)
# Assert on retrieved object
assert farmer == retrieved_farmer
# Setup data for update
farmer.name += " Updated"
# Update
updated_farmer = client.farmers.create_or_update(farmer_id=farmer_id,
farmer=farmer)
# Assert on immediate response
assert farmer.name == updated_farmer.name
assert farmer.created_date_time == updated_farmer.created_date_time
assert farmer.modified_date_time != updated_farmer.modified_date_time
# Retrieve updated object
updated_retrieved_farmer = client.farmers.get(farmer_id=farmer_id)
# Assert updated object
assert updated_retrieved_farmer == updated_farmer
# Delete
client.farmers.delete(farmer_id=farmer_id)
# Assert object doesn't exist anymore
with pytest.raises(ResourceNotFoundError):
client.farmers.get(farmer_id=farmer_id)
async def sample_farm_hierarchy_complete_async():
farmbeats_endpoint = os.environ['FARMBEATS_ENDPOINT']
credential = DefaultAzureCredential()
client = FarmBeatsClient(endpoint=farmbeats_endpoint,
credential=credential)
farmer_id = "contoso-farmer"
farmer_name = "Contoso"
farmer_description = "Contoso is hard working."
farmer_id = "contoso-farmer"
farmer_name = "contoso-farmer-name"
farmer_description = "contoso-farmer-description"
farm_id = "contoso-farm"
farm_name = "contoso-farm-name"
farm_description = "contoso-farm-description"
field_id = "contoso-field"
field_name = "contoso-field-name"
field_description = "contoso-field-description"
boundary_id = "contoso-boundary"
boundary_name = "contoso-boundary-name"
boundary_description = "contoso-boundary-description"
crop_id = "contoso-crop"
crop_name = "contoso-crop-name"
crop_description = "contoso-crop-description"
crop_variety_id = "contoso-crop-variety"
crop_variety_name = "contoso-crop_variety-name"
crop_variety_description = "contoso-crop-variety-description"
season_id = "contoso-season"
season_name = "contoso-season-name"
season_description = "contoso-season-description"
seasonal_field_id = "contoso-seasonal_field"
seasonal_field_name = "contoso-seasonal_field-name"
seasonal_field_description = "contoso-seasonal_field-description"
year = "2021"
start_date_time = "2021-01-01T20:08:10.137Z"
end_date_time = "2021-06-06T20:08:10.137Z"
multi_polygon = MultiPolygon(coordinates=[
[[[-94.05807495, 44.75916947], [-94.05802487, 44.7592142],
[-94.05798752, 44.75921875], [-94.05692697, 44.75883808],
[-94.05697525, 44.75861334], [-94.05542493, 44.75844192],
[-94.05537128, 44.75891045], [-94.05443251, 44.75884951],
[-94.05086517, 44.75856001], [-94.05093491, 44.75533736],
[-94.05389607, 44.75516594], [-94.05421793, 44.75520023],
[-94.05447543, 44.75534879], [-94.05746988, 44.75751702],
[-94.05795157, 44.75824385], [-94.05805349, 44.75863619],
[-94.05807495, 44.75916947]]],
[[[-94.05802667, 44.75929136], [-94.05793598, 44.7607673],
[-94.05693233, 44.76072738], [-94.05694842, 44.76008746],
[-94.05727246, 44.75988264], [-94.05752903, 44.75946416],
[-94.05760288, 44.75923042], [-94.05802667, 44.75929136]]]
])
# Step 1: Create a farmer.
print(f"Creating or updating farmer with Id {farmer_id}...",
end=" ",
flush=True)
farmer = await client.farmers.create_or_update(
farmer_id=farmer_id,
farmer=Farmer(name=farmer_name, description=farmer_description))
print("Done")
print("Details of farmer:")
print("\tID:", farmer.id)
print("\tName:", farmer.name)
print("\tDescription:", farmer.description)
# Step 2: Create a farm.
print(f"Creating or updating farm with Id {farm_id}...",
end=" ",
flush=True)
farm = await client.farms.create_or_update(
farmer_id=farmer_id,
farm_id=farm_id,
farm=Farm(name=farm_name, description=farm_description))
print("Done")
print("Details of farm:")
print("\tID:", farm.id)
print("\tName:", farm.name)
print("\tFarmer Name:", farm.farmer_id)
print("\tDescription:", farm.description)
# Step 3: Create a field.
print(f"Creating or updating field with Id {field_id}...",
end=" ",
flush=True)
field = await client.fields.create_or_update(
farmer_id=farmer_id,
field_id=field_id,
field=Field(name=field_name,
farm_id=farm_id,
description=field_description))
print("Done")
print("Details of field:")
print("\tID:", field.id)
print("\tName:", field.name)
print("\tFarmer Name:", field.farmer_id)
print("\tFarm Name:", field.farm_id)
print("\tName:", field.name)
print("\tDescription:", field.description)
# Step 4: Create a crop.
print(f"Creating or updating crop with Id {crop_id}...",
end=" ",
flush=True)
crop = await client.crops.create_or_update(
crop_id=crop_id,
crop=Crop(name=crop_name, description=crop_description))
print("Done")
print("Details of crop:")
print("\tID:", crop.id)
print("\tName:", crop.name)
print("\tDescription:", crop.description)
# Step 5: Create a crop variety.
print(f"Creating or updating crop variety with Id {crop_variety_id}...",
end=" ",
flush=True)
crop_variety = await client.crop_varieties.create_or_update(
crop_id=crop_id,
crop_variety_id=crop_variety_id,
crop_variety=CropVariety(name=crop_variety_name,
description=crop_variety_description))
print("Done")
print("Details of crop variety:")
print("\tID:", crop_variety.id)
print("\tCrop ID:", crop_variety.crop_id)
print("\tName:", crop_variety.name)
print("\tDescription:", crop_variety.description)
# Step 6: Create a season.
print(f"Creating or updating season with Id {season_id}...",
end=" ",
flush=True)
season = await client.seasons.create_or_update(
season_id=season_id,
season=Season(name=season_name,
year=year,
start_date_time=start_date_time,
end_date_time=end_date_time,
description=season_description))
print("Done")
print("Details of season:")
print("\tID:", season.id)
print("\tName:", season.name)
print("\tDescription:", season.description)
print("\tYear:", season.year)
print("\tStart Date Time:", season.start_date_time)
print("\tEnd Date Time:", season.end_date_time)
# Step 7: Create a seasonal field.
print(
f"Creating or updating seasonal field with Id {seasonal_field_id}...",
end=" ",
flush=True)
seasonal_field = await client.seasonal_fields.create_or_update(
farmer_id=farmer_id,
seasonal_field_id=seasonal_field_id,
seasonal_field=SeasonalField(name=seasonal_field_name,
farm_id=farm_id,
field_id=field_id,
season_id=season_id,
crop_id=crop_id,
crop_variety_ids=[crop_variety_id],
description=seasonal_field_description))
print("Done")
print("Details of seasonal field:")
print("\tID:", seasonal_field.id)
print("\tName:", seasonal_field.name)
print("\tFarmer Name:", seasonal_field.farmer_id)
print("\tFarm Name:", seasonal_field.farm_id)
print("\tCrop Name:", seasonal_field.crop_id)
print("\tSeason Name:", seasonal_field.season_id)
print("\tField Name:", seasonal_field.field_id)
print("\tCrop Variety Name:", seasonal_field.crop_variety_ids)
print("\tName:", seasonal_field.name)
print("\tDescription:", seasonal_field.description)
# Step 8: Create a boundary.
try:
print(f"Trying to fetch boundary with id {boundary_id}...",
end=" ",
flush=True)
boundary = await client.boundaries.get(farmer_id=farmer_id,
boundary_id=boundary_id)
print("Boundary already exists.")
except ResourceNotFoundError:
print(f"Doesn't exist. Creating boundary...", end=" ", flush=True)
boundary = client.boundaries.create_or_update(
farmer_id=farmer_id,
boundary_id=boundary_id,
boundary=Boundary(name=boundary_name,
geometry=multi_polygon,
parent_id=seasonal_field_id,
description=boundary_description))
print("Done")
print("Details of boundary:")
print("\tID:", boundary.id)
print("\tName:", boundary.name)
print("\tDescription:", boundary.description)
print("\tParentId:", boundary.parent_id)
await client.close()
await credential.close()
