def get_waterquality(country, stationid, parameter):
#wq_request ="http://sos.chisp1.asascience.com/sos"
wq_request ="http://localhost:8000/sos"
wqsos_country_code = "network-all"
wq_args = {"service":"SOS",
"request":"GetObservation",
"version":"1.0.0",
"responseFormat":"text/csv",
"eventtime":date_range,
"offering":wqsos_country_code,
}
if country == "CAN":
wq_args["procedure"] = stationid
wq_args["responseFormat"] = "text/tsv"
timefield = "DATE"
timefmt = "%Y-%m-%dT%H:%M:%S"
delimiter = '\t'
valuefield = "RESULT"
elif country == "US":
wq_args["procedure"] = "USGS-"+stationid
#wq_args["responseFormat"] = "text/tsv"
delimiter = ','
timefield = "ActivityStartDate"
timefmt = "%Y-%m-%d"
valuefield = "ResultMeasureValue"
wq_args["observedProperty"] = get_property(parameter, country)
try:
r = requests.get(wq_request, params=wq_args, timeout=timeout)
print r.url
wq_dict = io.csv2dict(r.text, delimiter=delimiter)
sample_dates = wq_dict[timefield]
sample_dates = [datetime.datetime.strptime(sample_date, timefmt) for sample_date in sample_dates]
except:
requests.get(wq_request, params=wq_args, timeout=timeout)
print r.url
wq_dict = io.csv2dict(r.text, delimiter=delimiter)
sample_dates = wq_dict[timefield]
sample_dates = [datetime.datetime.strptime(sample_date, timefmt) for sample_date in sample_dates]
#if country == "US":
# print wq_dict[valuefield]
return {"time":sample_dates, "value":wq_dict[valuefield]}
def longterm():
nutrient = "Nitrogen" # nutrient
date_range = '1920-06-10T00:00:00Z/2014-09-15T00:00:00Z' # date
us_flow_request = "http://webvastage6.er.usgs.gov/ogc-swie/wml2/uv/sos"
can_flow_request = "http://ngwd-bdnes.cits.nrcan.gc.ca/GinService/sos"
# returns value in cfs (cubic feet per second)(00060)
f = open(os.path.abspath(os.path.join(template_dir, "../", "supporting_files", 'scenario2_lake_relationships.csv')))
csv_lines = f.readlines()
f.close()
#for lake in ["ontario", "erie", "huron", "michigan", "superior"]:
# l = Lake(name=lake)
# l.save()
#for i, line in enumerate(csv_lines):
# if i > 0:
# line = line.split(",")
# try:
# t = Tributary(country=line[7].replace('"', ''), name=line[2].replace('"', ''), lake=Lake.objects.get(name=line[5].replace('"', '').lower()), has_stream=False, has_nitrogen=False, has_phosphorus=False)
# t.save()
# except:
# pass
for i, line in enumerate(csv_lines):
if i > 473:
line = line.split(",")
print line[3], line[4]
name = line[1].replace('"', '')
stream_station = line[0].replace('"', '')
wq_station = line[6].replace('"', '')
if wq_station == '':
wq_station = stream_station
tributary = Tributary.objects.get(name=line[2].replace('"', ''))
lake = Lake.objects.get(name=line[5].replace('"', '').lower())
country=line[7].replace('"', '')
has_stream = line[9].replace('"', '')
print has_stream
if has_stream == "X":
has_stream = True
else:
has_stream = False
# Stream Gauge
print country, stream_station, name, has_stream
if country == "CAN":
wqsos_country_code = "network-all"
wq_args = {"service":"SOS", "request":"GetObservation", "version":"1.0.0", "responseformat":"text/csv", "eventtime":date_range, "offering":wqsos_country_code, "observedProperty":nutrient, "procedure":wq_station}
if has_stream:
lat = float(line[3])
lon = float(line[4])
print lat, lon
can_flow_args = {"REQUEST":"GetObservation", "VERSION":"2.0.0", "SERVICE":"SOS", "featureOfInterest":"ca.gc.ec.station."+stream_station, "offering":"WATER_FLOW","observedProperty":"urn:ogc:def:phenomenon:OGC:1.0.30:waterflow"}
sos_endpoint = can_flow_request
r = requests.get(can_flow_request, params=can_flow_args, timeout=timeout)
print r.url
try:
wml = minidom.parseString(r.text)
val, val_times = usgs.parse_sos_GetObservationsCAN(wml)
#except:
# can_flow_args = {"REQUEST":"GetObservation", "VERSION":"2.0.0", "SERVICE":"SOS", "featureOfInterest":"ca.gc.ec.station."+stream_station, "offering":"WATER_FLOW_LIVE","observedProperty":"urn:ogc:def:phenomenon:OGC:1.0.30:waterlevel"}
# sos_endpoint = can_flow_request
# r = requests.get(can_flow_request, params=can_flow_args)
# wml = minidom.parseString(r.text)
# val, val_times2 = usgs.parse_sos_GetObservations(wml)
stream_startdate = val_times[0]
stream_enddate = val_times[-1]
except:
pass
elif country == "US":
wqsos_country_code = "network-all"
wq_args = {"service":"SOS", "request":"GetObservation", "version":"1.0.0", "responseformat":"text/csv", "eventtime":date_range, "offering":wqsos_country_code, "observedProperty":nutrient, "procedure":"USGS-"+wq_station}
if has_stream:
lat = float(line[3])
lon = float(line[4])
print lat, lon
us_flow_args = {"request":"GetObservation", "featureID":stream_station, "offering":"UNIT","observedProperty":"00060","beginPosition":date_range.split("/")[0]}
sos_endpoint = us_flow_request
r = requests.get(us_flow_request, params=us_flow_args, timeout=timeout)
print r.url
try:
wml = minidom.parseString(r.text)
val, val_times = usgs.parse_sos_GetObservations(wml)
stream_startdate = val_times[0]
stream_enddate = val_times[-1]
except:
pass
if has_stream:
try:
s = StreamGauge(tributary=tributary, sos_endpoint=sos_endpoint, name=name, startdate=stream_startdate, enddate=stream_enddate, station=stream_station, latitude=lat, longitude=lon, )
s.save()
if tributary.has_stream != True:
tributary.has_stream = True
tributary.save()
except:
pass
# WQ Station
wq_request ="http://sos.chisp1.asascience.com/sos"
try:
if country == "CAN":
wq_args["observedProperty"] = "NNTKUR"#"NITROGEN,TOT,KJELDAHL/UNF.REA"#"NNTKUR"
wq_args["responseFormat"] = "text/tsv"
timefield = "DATE"
timefmt = "%Y-%m-%dT%H:%M:%S"
delimiter = '\t'
else:
delimiter = ","
timefield = "ActivityStartDate"
timefmt = "%Y-%m-%d"
r = requests.get(wq_request, params=wq_args, timeout=timeout)
print r.url
wq_dict = io.csv2dict(r.text, delimiter=delimiter)
sample_dates = wq_dict[timefield]
print sample_dates
sample_dates = [datetime.datetime.strptime(sample_date, timefmt) for sample_date in [sample_dates[0],sample_dates[-1]]]
wq_startdate = sample_dates[0]
wq_enddate = sample_dates[1]
w = WaterQuality(tributary=tributary, sos_endpoint=wq_request, name=name, startdate=wq_startdate, enddate=wq_enddate, station=wq_station, has_phosphorus=False, has_nitrogen=True)
w.save()
tributary.has_nitrogen = True
tributary.save()
except:
pass
try:
if country == "US":
wq_args["observedProperty"] = "Phosphorus"
else:
wq_args["observedProperty"] = "PPUT"#"PHOSPHORUS,UNFILTERED TOTAL" #"PPUT"
r = requests.get(wq_request, params=wq_args, timeout=timeout)
print r.url
wq_dict = io.csv2dict(r.text, delimiter=delimiter)
sample_dates = wq_dict[timefield]
#print sample_dates
sample_dates = [datetime.datetime.strptime(sample_date, timefmt) for sample_date in [sample_dates[0],sample_dates[-1]]]
wq_startdate = sample_dates[0]
wq_enddate = sample_dates[1]
wl = WaterQuality.objects.filter(station=wq_station)
if len(wl) == 0:
w = WaterQuality(tributary=tributary, sos_endpoint=wq_request, name=name, startdate=wq_startdate, enddate=wq_enddate, station=wq_station, has_phosphorus=True, has_nitrogen=False)
else:
w.has_phosphorus = True
w.save()
tributary.has_phosphorus = True
tributary.save()
except:
pass
