def fbp(config, service : grid_capnp.Grid):
conman = common.ConnectionManager()
inp = conman.try_connect(config["in_sr"], cast_as=common_capnp.Channel.Reader, retry_secs=1)
outp = conman.try_connect(config["out_sr"], cast_as=common_capnp.Channel.Writer, retry_secs=1)
try:
if inp and outp and service:
while True:
in_msg = inp.read().wait()
if in_msg.which() == "done":
break
in_ip = in_msg.value.as_struct(common_capnp.IP)
attr = common.get_fbp_attr(in_ip, config["from_attr"])
if attr:
coord = attr.as_struct(geo_capnp.LatLonCoord)
else:
coord = in_ip.content.as_struct(geo_capnp.LatLonCoord)
val = service.closestValueAt(coord).wait().val
out_ip = common_capnp.IP.new_message()
if not config["to_attr"]:
out_ip.content = val
common.copy_fbp_attr(in_ip, out_ip, config["to_attr"], val)
outp.write(value=out_ip).wait()
outp.write(done=None).wait()
except Exception as e:
print("ascii_grid.py ex:", e)
print("ascii_grid.py: exiting FBP component")
def fbp(config, service: soil_capnp.Service):
conman = common.ConnectionManager()
inp = conman.try_connect(config["in_sr"],
cast_as=common_capnp.Channel.Reader,
retry_secs=1)
outp = conman.try_connect(config["out_sr"],
cast_as=common_capnp.Channel.Writer,
retry_secs=1)
mandatory = json.loads(config["mandatory"])
try:
if inp and outp and service:
while True:
in_msg = inp.read().wait()
if in_msg.which() == "done":
break
in_ip = in_msg.value.as_struct(common_capnp.IP)
attr = common.get_fbp_attr(in_ip, config["from_attr"])
if attr:
coord = attr.as_struct(geo_capnp.LatLonCoord)
else:
coord = in_ip.content.as_struct(geo_capnp.LatLonCoord)
profiles = service.profilesAt(coord, {
"mandatory": mandatory,
"onlyRawData": False
}).wait().profiles
if len(profiles) > 0:
profile = profiles[0]
out_ip = common_capnp.IP.new_message()
if not config["to_attr"]:
out_ip.content = profile
common.copy_fbp_attr(in_ip, out_ip, config["to_attr"],
profile)
outp.write(value=out_ip).wait()
outp.write(done=None).wait()
except Exception as e:
print("sqlite_soil_data_service.py ex:", e)
print("dwd_germany_service.py: exiting FBP component")
try:
if inp and outp:
while True:
msg = inp.read().wait()
# check for end of data from in port
if msg.which() == "done":
break
in_ip = msg.value.as_struct(common_capnp.IP)
attr = common.get_fbp_attr(in_ip, config["from_attr"])
if attr:
from_coord = attr.as_struct(from_type)
else:
from_coord = in_ip.content.as_struct(from_type)
to_coord = geo.transform_from_to_geo_coord(from_coord, config["to_name"])
out_ip = common_capnp.IP.new_message()
if not config["to_attr"]:
out_ip.content = to_coord
common.copy_fbp_attr(in_ip, out_ip, config["to_attr"], to_coord)
outp.write(value=out_ip).wait()
# close out port
outp.write(done=None).wait()
except Exception as e:
print("proj_transformer.py ex:", e)
print("proj_transformer.py: exiting run")
if inp and outp:
while True:
msg = inp.read().wait()
# check for end of data from in port
if msg.which() == "done":
break
in_ip = msg.value.as_struct(common_capnp.IP)
attr = common.get_fbp_attr(in_ip, config["from_attr"])
if attr:
data = attr.as_struct(climate_capnp.TimeSeriesData)
else:
data = in_ip.content.as_struct(climate_capnp.TimeSeriesData)
csv = data_to_csv(data.header, data.data, data.startDate)
out_ip = common_capnp.IP.new_message()
if not config["to_attr"]:
out_ip.content = csv
common.copy_fbp_attr(in_ip, out_ip, config["to_attr"], csv)
outp.write(value=out_ip).wait()
# close out port
outp.write(done=None).wait()
except Exception as e:
print("climate_data_to_csv.py ex:", e)
print("climate_data_to_csv.py: exiting run")
def fbp(config : dict, service : ccdi.Service):
conman = common.ConnectionManager()
inp = conman.try_connect(config["in_sr"], cast_as=common_capnp.Channel.Reader, retry_secs=1)
outp = conman.try_connect(config["out_sr"], cast_as=common_capnp.Channel.Writer, retry_secs=1)
mode = config["mode"]
def iso_to_cdate(iso_date_str):
ds = iso_date_str.split("-")
return {"year": int(ds[0]), "month": int(ds[1]), "day": int(ds[2])}
try:
if inp and outp and service:
dataset : csv_based.Dataset = service.getAvailableDatasets().wait().datasets[0].data
while True:
in_msg = inp.read().wait()
if in_msg.which() == "done":
break
in_ip = in_msg.value.as_struct(common_capnp.IP)
attr = common.get_fbp_attr(in_ip, config["latlon_attr"])
if attr:
coord = attr.as_struct(geo_capnp.LatLonCoord)
else:
coord = in_ip.content.as_struct(geo_capnp.LatLonCoord)
start_date = common.get_fbp_attr(in_ip, config["start_date_attr"]).as_text()
end_date = common.get_fbp_attr(in_ip, config["end_date_attr"]).as_text()
timeseries_p : csv_based.TimeSeries = dataset.closestTimeSeriesAt(coord).timeSeries
timeseries = timeseries_p.subrange(iso_to_cdate(start_date), iso_to_cdate(end_date)).wait().timeSeries
res = timeseries
if mode == "sturdyref":
res = timeseries.save().wait()
elif mode == "capability":
res = timeseries
elif mode == "data":
res = climate_capnp.TimeSeriesData.new_message()
res.isTransposed = False
header = timeseries.header().header
se_date = timeseries.range()
resolution = timeseries.resolution().resolution
res.data = timeseries.data().wait().data
res.header = header
se_date = se_date
res.startDate = se_date.startDate
res.endDate = se_date.endDate
res.resolution = resolution
#print(res.data().wait())
out_ip = common_capnp.IP.new_message()
if not config["to_attr"]:
out_ip.content = res
common.copy_fbp_attr(in_ip, out_ip, config["to_attr"], res)
outp.write(value=out_ip).wait()
outp.write(done=None).wait()
except Exception as e:
print("dwd_germany_service.py ex:", e)
print("dwd_germany_service.py: exiting FBP component")
in_ip, config["latlon_attr"]).as_struct(geo_capnp.LatLonCoord)
sowing_time = common.get_fbp_attr(
in_ip, config["sowing_time_attr"]).as_text()
harvest_time = common.get_fbp_attr(
in_ip, config["harvest_time_attr"]).as_text()
crop_id = common.get_fbp_attr(in_ip,
config["crop_id_attr"]).as_text()
utm = geo.transform_from_to_geo_coord(latlon, "utm32n")
ilr_interpolate = ilr_seed_harvest_data[crop_id]["interpolate"]
seed_harvest_cs = ilr_interpolate(
utm.r, utm.h) if ilr_interpolate else None
out_ip = common_capnp.IP.new_message()
if ilr_interpolate is None or seed_harvest_cs is None:
common.copy_fbp_attr(in_ip, out_ip)
outp.write(value=out_ip).wait()
else:
ilr_dates = mgmt_capnp.ILRDates.new_message()
seed_harvest_data = ilr_seed_harvest_data[crop_id]["data"][
seed_harvest_cs]
if seed_harvest_data:
is_winter_crop = ilr_seed_harvest_data[crop_id][
"is-winter-crop"]
if sowing_time == "fixed": # fixed indicates that regionally fixed sowing dates will be used
sowing_date = seed_harvest_data["sowing-date"]
elif sowing_time == "auto": # auto indicates that automatic sowng dates will be used that vary between regions
sowing_date = seed_harvest_data["latest-sowing-date"]
else: