def makeTimeSeriesContainer(station, interval, tz, records, decodeInfo): global timezones sdf = SimpleDateFormat("ddMMMyyyy, HH:mm") if dssTimezone: if not timezones["DSS"]: timezones["DSS"] = TimeZone.getTimeZone( tzInfo[dssTimezone]["JAVA"]) sdf.setTimeZone(timezones["DSS"]) else: sdf.setTimeZone(timezones["USGS"]) dd, decodeInfo = decodeInfo cal = Calendar.getInstance() t = HecTime() tsc = TimeSeriesContainer() tsc.interval = interval times = [] values = [] tsc.quality = None factor = decodeInfo["DSS_FACTOR"] for j in range(len(records)): millis, value = records[j] cal.setTimeInMillis(millis) t.set(sdf.format(cal.getTime())) times.append(t.value()) try: values.append(float(value) * factor) except: values.append(Constants.UNDEFINED) tsc.times = times tsc.values = values tsc.startTime = times[0] tsc.endTime = times[-1] tsc.numberValues = len(values) tsc.timeZoneID = sdf.getTimeZone().getID() tsc.timeZoneRawOffset = sdf.getTimeZone().getRawOffset() return tsc
def makeTimeSeriesContainer(tsData, timeZone, pathname=None): ''' Construct a TimeSeriesContainer object from a python dictionary that was created from a single "time-series" returned from the CWMS RADAR web service ''' #---------------# # initial setup # #---------------# tsc = None try: tz = TimeZone.getTimeZone(timeZone) sdf8601 = SimpleDateFormat("yyyy-MM-dd'T'HH:mm:ssXXX") sdfHecTime = SimpleDateFormat("ddMMMyyyy, HH:mm") cal = Calendar.getInstance() for obj in sdf8601, sdfHecTime, cal: obj.setTimeZone(tz) ht = HecTime() times, values, qualities = [], [], [] #------------------# # process the data # #------------------# if tsData.has_key("regular-interval-values"): #----------------------------------------# # regular time series (a lot to process) # #----------------------------------------# rts = tsData["regular-interval-values"] intvlStr = rts["interval"] unit = rts["unit"].split()[0] if intvlStr.startswith("PT"): intvlNum, intvlUnit = int(intvlStr[2:-1]), intvlStr[-1] try: factor, field = { "M": (1, Calendar.MINUTE), "H": (60, Calendar.HOUR_OF_DAY) }[intvlUnit] except KeyError: raise Exception("Unexpected interval: %s" % intvlStr) else: intvlNum, intvlUnit = int(intvlStr[1:-1]), intvlStr[-1] try: factor, field = { "Y": (1440 * 365, Calendar.YEAR), "M": (1440 * 30, Calendar.MONTH), "D": (1440, Calendar.DATE) }[intvlUnit] except KeyError: raise Exception("Unexpected interval: %s" % intvlStr) intvl = intvlNum * factor segmentCount = rts["segment-count"] cal.setTimeInMillis( sdf8601.parse(rts["segments"][0]["first-time"]).getTime()) for i in range(segmentCount): for j in range(rts["segments"][i]["value-count"]): ht.set(sdfHecTime.format(cal.getTimeInMillis())) v, q = rts["segments"][i]["values"][j] times.append(ht.value()) values.append(v) qualities.append(q) cal.add(field, intvlNum) if i < segmentCount - 1: nextBegin = sdf8601.parse( rts["segments"][i + 1]["first-time"]).getTime() time = cal.getTimeInMillis() while time < nextBegin: ht.set(sdfHecTime.format(time)) times.append(ht.value()) values.append(Constants.UNDEFINED) qualities.append(0) cal.add(field, intvlNum) time = cal.getTimeInMillis() elif tsData.has_key("irregular-interval-values"): #------------------------------# # irregular time series (easy) # #------------------------------# its = tsData["irregular-interval-values"] unit = its["unit"].split()[0] intvl = 0 for t, v, q in its["values"]: ht.set(sdfHecTime.format(sdf8601.parse(t))) times.append(ht.value()) values.append(v) qualities.append(q) else: raise Exception("Time series has no values") #--------------------------------------------------# # code common to regular and irregular time series # #--------------------------------------------------# tsc = TimeSeriesContainer() tsc.times = times tsc.values = values tsc.quality = qualities tsc.numberValues = len(times) tsc.startTime = times[0] tsc.endTime = times[-1] tsc.interval = intvl tsc.units = unit tsc.timeZoneID = timeZone tsc.timeZoneRawOffset = tz.getRawOffset() name = tsData["name"] loc, param, paramType, intv, dur, ver = name.split(".") if pathname: #---------------------------# # use pathname if specified # #---------------------------# A, B, C, D, E, F = 1, 2, 3, 4, 5, 6 parts = pathname.split("/") parts[D] = '' tsc.fullName = "/".join(parts) tsc.watershed = parts[A] try: tsc.location, tsc.subLocation = parts[B].split("-", 1) except: tsc.location = parts[B] try: tsc.parameter, tsc.subParameter = parts[C].split("-", 1) except: tsc.parameter = parts[C] try: tsc.version, tsc.subVersion = parts[F].split("-", 1) except: tsc.version = parts[F] else: #--------------------------------------# # no pathname, use CWMS time series id # #--------------------------------------# try: tsc.location, tsc.subLocation = loc.split("-", 1) except: tsc.location = loc try: tsc.parameter, tsc.subParameter = param.split("-", 1) except: tsc.parameter = param try: tsc.version, tsc.subVersion = ver.split("-", 1) except: tsc.version = ver tsc.type = { "Total": "PER-CUM", "Max": "PER-MAX", "Min": "PER-MIN", "Const": "INST-VAL", "Ave": "PER-AVER", "Inst": ("INST-VAL", "INST-CUM")[param.startswith("Precip")] }[paramType] except: output(traceback.format_exc()) return tsc