-#
-# Functions for converting between the various "Java" dynamic serialize types
-# used by EDEX to the native python time datetime.
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 06/24/15 #4480 dgilling Initial Creation.
-#
-
-importdatetime
-importtime
-
-fromdynamicserialize.dstypes.java.utilimportDate
-fromdynamicserialize.dstypes.java.sqlimportTimestamp
-fromdynamicserialize.dstypes.com.raytheon.uf.common.timeimportTimeRange
-
-MAX_TIME=pow(2,31)-1
-MICROS_IN_SECOND=1000000
-
-
-
[docs]defconvertToDateTime(timeArg):
- """
- Converts the given object to a python datetime object. Supports native
- python representations like datetime and struct_time, but also
- the dynamicserialize types like Date and Timestamp. Raises TypeError
- if no conversion can be performed.
-
- Args:
- timeArg: a python object representing a date and time. Supported
- types include datetime, struct_time, float, int, long and the
- dynamicserialize types Date and Timestamp.
-
- Returns:
- A datetime that represents the same date/time as the passed in object.
- """
- ifisinstance(timeArg,datetime.datetime):
- returntimeArg
- elifisinstance(timeArg,time.struct_time):
- returndatetime.datetime(*timeArg[:6])
- elifisinstance(timeArg,float):
- # seconds as float, should be avoided due to floating point errors
- totalSecs=int(timeArg)
- micros=int((timeArg-totalSecs)*MICROS_IN_SECOND)
- return_convertSecsAndMicros(totalSecs,micros)
- elifisinstance(timeArg,int):
- # seconds as integer
- totalSecs=timeArg
- return_convertSecsAndMicros(totalSecs,0)
- elifisinstance(timeArg,(Date,Timestamp)):
- totalSecs=timeArg.getTime()
- return_convertSecsAndMicros(totalSecs,0)
- else:
- objType=str(type(timeArg))
- raiseTypeError("Cannot convert object of type "+objType+" to datetime.")
[docs]defconstructTimeRange(*args):
- """
- Builds a python dynamicserialize TimeRange object from the given
- arguments.
-
- Args:
- args*: must be a TimeRange or a pair of objects that can be
- converted to a datetime via convertToDateTime().
-
- Returns:
- A TimeRange.
- """
-
- iflen(args)==1andisinstance(args[0],TimeRange):
- returnargs[0]
- iflen(args)!=2:
- raiseTypeError("constructTimeRange takes exactly 2 arguments, "+str(len(args))+" provided.")
- startTime=convertToDateTime(args[0])
- endTime=convertToDateTime(args[1])
- returnTimeRange(startTime,endTime)
-#
-# Common methods for the a2gtrad and a2advrad scripts.
-#
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 08/13/2014 3393 nabowle Initial creation to contain common
-# code for a2*radStub scripts.
-# 03/15/2015 mjames@ucar Edited/added to awips package as RadarCommon
-#
-#
-
-
-
[docs]defget_datetime_str(record):
- """
- Get the datetime string for a record.
-
- Args:
- record: the record to get data for.
-
- Returns:
- datetime string.
- """
- returnstr(record.getDataTime())[0:19].replace(" ","_")+".0"
-
-
-
[docs]defget_data_type(azdat):
- """
- Get the radar file type (radial or raster).
-
- Args:
- azdat: Boolean.
-
- Returns:
- Radial or raster.
- """
- ifazdat:
- return"radial"
- return"raster"
[docs]classThriftClient:
-
- # How to call this constructor:
- # 1. Pass in all arguments separately (e.g.,
- # ThriftClient.ThriftClient("localhost", 9581, "/services"))
- # will return a Thrift client pointed at http://localhost:9581/services.
- # 2. Pass in all arguments through the host string (e.g.,
- # ThriftClient.ThriftClient("localhost:9581/services"))
- # will return a Thrift client pointed at http://localhost:9581/services.
- # 3. Pass in host/port arguments through the host string (e.g.,
- # ThriftClient.ThriftClient("localhost:9581", "/services"))
- # will return a Thrift client pointed at http://localhost:9581/services.
- def__init__(self,host,port=9581,uri="/services"):
- hostParts=host.split("/",1)
- iflen(hostParts)>1:
- hostString=hostParts[0]
- self.__uri="/"+hostParts[1]
- self.__httpConn=httpcl.HTTPConnection(hostString)
- else:
- ifportisNone:
- self.__httpConn=httpcl.HTTPConnection(host)
- else:
- self.__httpConn=httpcl.HTTPConnection(host,port)
-
- self.__uri=uri
-
- self.__dsm=DynamicSerializationManager.DynamicSerializationManager()
-
-
[docs]defsendRequest(self,request,uri="/thrift"):
- message=self.__dsm.serializeObject(request)
-
- self.__httpConn.connect()
- self.__httpConn.request("POST",self.__uri+uri,message)
-
- response=self.__httpConn.getresponse()
- ifresponse.status!=200:
- raiseThriftRequestException("Unable to post request to server")
-
- rval=self.__dsm.deserializeBytes(response.read())
- self.__httpConn.close()
-
- # let's verify we have an instance of ServerErrorResponse
- # IF we do, through an exception up to the caller along
- # with the original Java stack trace
- # ELSE: we have a valid response and pass it back
- try:
- forceError=rval.getException()
- raiseThriftRequestException(forceError)
- exceptAttributeError:
- pass
-
- returnrval
-# ----------------------------------------------------------------------------
-# This software is in the public domain, furnished "as is", without technical
-# support, and with no warranty, express or implied, as to its usefulness for
-# any purpose.
-#
-# offsetTime.py
-# Handles Displaced Real Time for various applications
-#
-# Author: hansen/romberg
-# ----------------------------------------------------------------------------
-
-importstring
-importtime
-
-# Given the timeStr, return the offset (in seconds)
-# from the current time.
-# Also return the launchStr i.e. Programs launched from this
-# offset application will use the launchStr as the -z argument.
-# The offset will be positive for time in the future,
-# negative for time in the past.
-#
-# May still want it to be normalized to the most recent midnight.
-#
-# NOTES about synchronizing:
-# --With synchronizing on, the "current time" for all processes started
-# within a given hour will be the same.
-# This guarantees that GFE's have the same current time and ISC grid
-# time stamps are syncrhonized and can be exchanged.
-# Formatters launched from the GFE in this mode will be synchronized as
-# well by setting the launchStr to use the time difference format
-# (YYYYMMDD_HHMM,YYYYMMDD_HHMM).
-# --This does not solve the problem in the general case.
-# For example, if someone starts the GFE at 12:59 and someone
-# else starts it at 1:01, they will have different offsets and
-# current times.
-# --With synchronizing off, when the process starts, the current time
-# matches the drtTime in the command line. However, with synchronizing
-# on, the current time will be offset by the fraction of the hour at
-# which the process was started. Examples:
-# Actual Starting time: 20040617_1230
-# drtTime 20040616_0000
-# Synchronizing off:
-# GFE Spatial Editor at StartUp: 20040616_0000
-# Synchronizing on:
-# GFE Spatial Editor at StartUp: 20040616_0030
-#
-
-
-
[docs]defdetermineDrtOffset(timeStr):
- launchStr=timeStr
- # Check for time difference
- iftimeStr.find(",")>=0:
- times=timeStr.split(",")
- t1=makeTime(times[0])
- t2=makeTime(times[1])
- returnt1-t2,launchStr
- # Check for synchronized mode
- synch=0
- iftimeStr[0]=="S":
- timeStr=timeStr[1:]
- synch=1
- drt_t=makeTime(timeStr)
- gm=time.gmtime()
- cur_t=time.mktime(gm)
-
- # Synchronize to most recent hour
- # i.e. "truncate" cur_t to most recent hour.
- ifsynch:
- cur_t=time.mktime((gm[0],gm[1],gm[2],gm[3],0,0,0,0,0))
- curStr='%4s%2s%2s_%2s00\n'%(repr(gm[0]),repr(gm[1]),
- repr(gm[2]),repr(gm[3]))
- curStr=curStr.replace(' ','0')
- launchStr=timeStr+","+curStr
-
- offset=drt_t-cur_t
- returnint(offset),launchStr
-
-
-
[docs]defmakeTime(timeStr):
- year=string.atoi(timeStr[0:4])
- month=string.atoi(timeStr[4:6])
- day=string.atoi(timeStr[6:8])
- hour=string.atoi(timeStr[9:11])
- minute=string.atoi(timeStr[11:13])
- # Do not use daylight savings because gmtime is not in daylight
- # savings time.
- returntime.mktime((year,month,day,hour,minute,0,0,0,0))
-#
-# __init__.py for awips.dataaccess package
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 12/10/12 njensen Initial Creation.
-# Feb 14, 2013 1614 bsteffen refactor data access framework
-# to use single request.
-# Apr 09, 2013 1871 njensen Add doc strings
-# Jun 03, 2013 2023 dgilling Add getAttributes to IData, add
-# getLatLonGrids() to IGridData.
-# Aug 01, 2016 2416 tgurney Add INotificationSubscriber
-# and INotificationFilter
-#
-#
-
-__all__=[
- 'IData',
- 'IDataRequest',
- 'IGeometryData',
- 'IGridData',
- 'IGeometryData',
- 'INotificationFilter',
- 'INotificationSubscriber'
-]
-
-importabc
-fromsiximportwith_metaclass
-
-
-
[docs]classIDataRequest(with_metaclass(abc.ABCMeta,object)):
- """
- An IDataRequest to be submitted to the DataAccessLayer to retrieve data.
- """
-
-
[docs]@abc.abstractmethod
- defsetDatatype(self,datatype):
- """
- Sets the datatype of the request.
-
- Args:
- datatype: A string of the datatype, such as "grid", "radar", "gfe", "obs"
- """
- return
-
-
[docs]@abc.abstractmethod
- defaddIdentifier(self,key,value):
- """
- Adds an identifier to the request. Identifiers are specific to the
- datatype being requested.
-
- Args:
- key: the string key of the identifier
- value: the value of the identifier
- """
- return
-
-
[docs]@abc.abstractmethod
- defsetParameters(self,params):
- """
- Sets the parameters of data to request.
-
- Args:
- params: a list of strings of parameters to request
- """
- return
-
-
[docs]@abc.abstractmethod
- defsetLevels(self,levels):
- """
- Sets the levels of data to request. Not all datatypes support levels.
-
- Args:
- levels: a list of strings of level abbreviations to request
- """
- return
-
-
[docs]@abc.abstractmethod
- defsetEnvelope(self,env):
- """
- Sets the envelope of the request. If supported by the datatype factory,
- the data returned for the request will be constrained to only the data
- within the envelope.
-
- Args:
- env: a shapely geometry
- """
- return
-
-
[docs]@abc.abstractmethod
- defsetLocationNames(self,locationNames):
- """
- Sets the location names of the request.
-
- Args:
- locationNames: a list of strings of location names to request
- """
- return
-
-
[docs]@abc.abstractmethod
- defgetDatatype(self):
- """
- Gets the datatype of the request
-
- Returns:
- the datatype set on the request
- """
- return
-
-
[docs]@abc.abstractmethod
- defgetIdentifiers(self):
- """
- Gets the identifiers on the request
-
- Returns:
- a dictionary of the identifiers
- """
- return
-
-
[docs]@abc.abstractmethod
- defgetLevels(self):
- """
- Gets the levels on the request
-
- Returns:
- a list of strings of the levels
- """
- return
-
-
[docs]@abc.abstractmethod
- defgetLocationNames(self):
- """
- Gets the location names on the request
-
- Returns:
- a list of strings of the location names
- """
- return
-
-
[docs]@abc.abstractmethod
- defgetEnvelope(self):
- """
- Gets the envelope on the request
-
- Returns:
- a rectangular shapely geometry
- """
- return
-
-
-classIData(with_metaclass(abc.ABCMeta,object)):
- """
- An IData representing data returned from the DataAccessLayer.
- """
-
- @abc.abstractmethod
- defgetAttribute(self,key):
- """
- Gets an attribute of the data.
-
- Args:
- key: the key of the attribute
-
- Returns:
- the value of the attribute
- """
- return
-
- @abc.abstractmethod
- defgetAttributes(self):
- """
- Gets the valid attributes for the data.
-
- Returns:
- a list of strings of the attribute names
- """
- return
-
- @abc.abstractmethod
- defgetDataTime(self):
- """
- Gets the data time of the data.
-
- Returns:
- the data time of the data, or None if no time is associated
- """
- return
-
- @abc.abstractmethod
- defgetLevel(self):
- """
- Gets the level of the data.
-
- Returns:
- the level of the data, or None if no level is associated
- """
- return
-
- @abc.abstractmethod
- defgetLocationName(self,param):
- """
- Gets the location name of the data.
-
- Returns:
- the location name of the data, or None if no location name is
- associated
- """
- return
-
-
-classIGridData(IData):
- """
- An IData representing grid data that is returned by the DataAccessLayer.
- """
-
- @abc.abstractmethod
- defgetParameter(self):
- """
- Gets the parameter of the data.
-
- Returns:
- the parameter of the data
- """
- return
-
- @abc.abstractmethod
- defgetUnit(self):
- """
- Gets the unit of the data.
-
- Returns:
- the string abbreviation of the unit, or None if no unit is associated
- """
- return
-
- @abc.abstractmethod
- defgetRawData(self):
- """
- Gets the grid data as a numpy array.
-
- Returns:
- a numpy array of the data
- """
- return
-
- @abc.abstractmethod
- defgetLatLonCoords(self):
- """
- Gets the lat/lon coordinates of the grid data.
-
- Returns:
- a tuple where the first element is a numpy array of lons, and the
- second element is a numpy array of lats
- """
- return
-
-
-classIGeometryData(IData):
- """
- An IData representing geometry data that is returned by the DataAccessLayer.
- """
-
- @abc.abstractmethod
- defgetGeometry(self):
- """
- Gets the geometry of the data.
-
- Returns:
- a shapely geometry
- """
- return
-
- @abc.abstractmethod
- defgetParameters(self):
- """Gets the parameters of the data.
-
- Returns:
- a list of strings of the parameter names
- """
- return
-
- @abc.abstractmethod
- defgetString(self,param):
- """
- Gets the string value of the specified param.
-
- Args:
- param: the string name of the param
-
- Returns:
- the string value of the param
- """
- return
-
- @abc.abstractmethod
- defgetNumber(self,param):
- """
- Gets the number value of the specified param.
-
- Args:
- param: the string name of the param
-
- Returns:
- the number value of the param
- """
- return
-
- @abc.abstractmethod
- defgetUnit(self,param):
- """
- Gets the unit of the specified param.
-
- Args:
- param: the string name of the param
-
- Returns:
- the string abbreviation of the unit of the param
- """
- return
-
- @abc.abstractmethod
- defgetType(self,param):
- """
- Gets the type of the param.
-
- Args:
- param: the string name of the param
-
- Returns:
- a string of the type of the parameter, such as
- "STRING", "INT", "LONG", "FLOAT", or "DOUBLE"
- """
- return
-
-
-classINotificationSubscriber(with_metaclass(abc.ABCMeta,object)):
- """
- An INotificationSubscriber representing a notification filter returned from
- the DataNotificationLayer.
- """
-
- @abc.abstractmethod
- defsubscribe(self,callback):
- """
- Subscribes to the requested data. Method will not return until close is
- called in a separate thread.
-
- Args:
- callback: the method to call with the IGridData/IGeometryData
-
- """
- pass
-
- @abc.abstractmethod
- defclose(self):
- """Closes the notification subscriber"""
- pass
-
-
-classINotificationFilter(with_metaclass(abc.ABCMeta,object)):
- """
- Represents data required to filter a set of URIs and
- return a corresponding list of IDataRequest to retrieve data for.
- """
- @abc.abstractmethod
- defaccept(dataUri):
- pass
-
Source code for awips.dataaccess.CombinedTimeQuery
-#
-# Method for performing a DAF time query where all parameter/level/location
-# combinations must be available at the same time.
-#
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 06/22/16 #5591 bsteffen Initial Creation.
-#
-
-fromawips.dataaccessimportDataAccessLayer
-
-
-
-#
-# Published interface for awips.dataaccess package
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ------- ---------- -------------------------
-# 12/10/12 njensen Initial Creation.
-# Feb 14, 2013 1614 bsteffen refactor data access framework to use single request.
-# 04/10/13 1871 mnash move getLatLonCoords to JGridData and add default args
-# 05/29/13 2023 dgilling Hook up ThriftClientRouter.
-# 03/03/14 2673 bsteffen Add ability to query only ref times.
-# 07/22/14 3185 njensen Added optional/default args to newDataRequest
-# 07/30/14 3185 njensen Renamed valid identifiers to optional
-# Apr 26, 2015 4259 njensen Updated for new JEP API
-# Apr 13, 2016 5379 tgurney Add getIdentifierValues(), getRequiredIdentifiers(),
-# and getOptionalIdentifiers()
-# Oct 07, 2016 ---- mjames@ucar Added getForecastRun
-# Oct 18, 2016 5916 bsteffen Add setLazyLoadGridLatLon
-# Oct 11, 2018 ---- mjames@ucar Added getMetarObs() getSynopticObs()
-#
-
-importsys
-importwarnings
-
-THRIFT_HOST="edex"
-
-USING_NATIVE_THRIFT=False
-
-if'jep'insys.modules:
- # intentionally do not catch if this fails to import, we want it to
- # be obvious that something is configured wrong when running from within
- # Java instead of allowing false confidence and fallback behavior
- importJepRouter
- router=JepRouter
-else:
- fromawips.dataaccessimportThriftClientRouter
- router=ThriftClientRouter.ThriftClientRouter(THRIFT_HOST)
- USING_NATIVE_THRIFT=True
-
-
-
[docs]defgetRadarProductIDs(availableParms):
- """
- Get only the numeric idetifiers for NEXRAD3 products.
-
- Args:
- availableParms: Full list of radar parameters
-
- Returns:
- List of filtered parameters
- """
- productIDs=[]
- forpinlist(availableParms):
- try:
- ifisinstance(int(p),int):
- productIDs.append(str(p))
- exceptValueError:
- pass
-
- returnproductIDs
-
-
-
[docs]defgetRadarProductNames(availableParms):
- """
- Get only the named idetifiers for NEXRAD3 products.
-
- Args:
- availableParms: Full list of radar parameters
-
- Returns:
- List of filtered parameters
- """
- productNames=[]
- forpinlist(availableParms):
- iflen(p)>3:
- productNames.append(p)
-
- returnproductNames
-
-
-
[docs]defgetMetarObs(response):
- """
- Processes a DataAccessLayer "obs" response into a dictionary,
- with special consideration for multi-value parameters
- "presWeather", "skyCover", and "skyLayerBase".
-
- Args:
- response: DAL getGeometry() list
-
- Returns:
- A dictionary of METAR obs
- """
- fromdatetimeimportdatetime
- single_val_params=["timeObs","stationName","longitude","latitude",
- "temperature","dewpoint","windDir",
- "windSpeed","seaLevelPress"]
- multi_val_params=["presWeather","skyCover","skyLayerBase"]
- params=single_val_params+multi_val_params
- station_names,pres_weather,sky_cov,sky_layer_base=[],[],[],[]
- obs=dict({params:[]forparamsinparams})
- forobinresponse:
- avail_params=ob.getParameters()
- if"presWeather"inavail_params:
- pres_weather.append(ob.getString("presWeather"))
- elif"skyCover"inavail_paramsand"skyLayerBase"inavail_params:
- sky_cov.append(ob.getString("skyCover"))
- sky_layer_base.append(ob.getNumber("skyLayerBase"))
- else:
- # If we already have a record for this stationName, skip
- ifob.getString('stationName')notinstation_names:
- station_names.append(ob.getString('stationName'))
- forparaminsingle_val_params:
- ifparaminavail_params:
- ifparam=='timeObs':
- obs[param].append(datetime.fromtimestamp(ob.getNumber(param)/1000.0))
- else:
- try:
- obs[param].append(ob.getNumber(param))
- exceptTypeError:
- obs[param].append(ob.getString(param))
- else:
- obs[param].append(None)
-
- obs['presWeather'].append(pres_weather)
- obs['skyCover'].append(sky_cov)
- obs['skyLayerBase'].append(sky_layer_base)
- pres_weather=[]
- sky_cov=[]
- sky_layer_base=[]
- returnobs
-
-
-
[docs]defgetSynopticObs(response):
- """
- Processes a DataAccessLayer "sfcobs" response into a dictionary
- of available parameters.
-
- Args:
- response: DAL getGeometry() list
-
- Returns:
- A dictionary of synop obs
- """
- fromdatetimeimportdatetime
- station_names=[]
- params=response[0].getParameters()
- sfcobs=dict({params:[]forparamsinparams})
- forsfcobinresponse:
- # If we already have a record for this stationId, skip
- ifsfcob.getString('stationId')notinstation_names:
- station_names.append(sfcob.getString('stationId'))
- forparaminparams:
- ifparam=='timeObs':
- sfcobs[param].append(datetime.fromtimestamp(sfcob.getNumber(param)/1000.0))
- else:
- try:
- sfcobs[param].append(sfcob.getNumber(param))
- exceptTypeError:
- sfcobs[param].append(sfcob.getString(param))
-
- returnsfcobs
-
-
-
[docs]defgetForecastRun(cycle,times):
- """
- Get the latest forecast run (list of objects) from all
- all cycles and times returned from DataAccessLayer "grid"
- response.
-
- Args:
- cycle: Forecast cycle reference time
- times: All available times/cycles
-
- Returns:
- DataTime array for a single forecast run
- """
- fcstRun=[]
- fortintimes:
- ifstr(t)[:19]==str(cycle):
- fcstRun.append(t)
- returnfcstRun
-
-
-
[docs]defgetAvailableTimes(request,refTimeOnly=False):
- """
- Get the times of available data to the request.
-
- Args:
- request: the IDataRequest to get data for
- refTimeOnly: optional, use True if only unique refTimes should be
- returned (without a forecastHr)
-
- Returns:
- a list of DataTimes
- """
- returnrouter.getAvailableTimes(request,refTimeOnly)
-
-
-
[docs]defgetGridData(request,times=[]):
- """
- Gets the grid data that matches the request at the specified times. Each
- combination of parameter, level, and dataTime will be returned as a
- separate IGridData.
-
- Args:
- request: the IDataRequest to get data for
- times: a list of DataTimes, a TimeRange, or None if the data is time
- agnostic
-
- Returns:
- a list of IGridData
- """
- returnrouter.getGridData(request,times)
-
-
-
[docs]defgetGeometryData(request,times=[]):
- """
- Gets the geometry data that matches the request at the specified times.
- Each combination of geometry, level, and dataTime will be returned as a
- separate IGeometryData.
-
- Args:
- request: the IDataRequest to get data for
- times: a list of DataTimes, a TimeRange, or None if the data is time
- agnostic
-
- Returns:
- a list of IGeometryData
- """
- returnrouter.getGeometryData(request,times)
-
-
-
[docs]defgetAvailableLocationNames(request):
- """
- Gets the available location names that match the request without actually
- requesting the data.
-
- Args:
- request: the request to find matching location names for
-
- Returns:
- a list of strings of available location names.
- """
- returnrouter.getAvailableLocationNames(request)
-
-
-
[docs]defgetAvailableParameters(request):
- """
- Gets the available parameters names that match the request without actually
- requesting the data.
-
- Args:
- request: the request to find matching parameter names for
-
- Returns:
- a list of strings of available parameter names.
- """
- returnrouter.getAvailableParameters(request)
-
-
-
[docs]defgetAvailableLevels(request):
- """
- Gets the available levels that match the request without actually
- requesting the data.
-
- Args:
- request: the request to find matching levels for
-
- Returns:
- a list of strings of available levels.
- """
- returnrouter.getAvailableLevels(request)
-
-
-
[docs]defgetRequiredIdentifiers(request):
- """
- Gets the required identifiers for this request. These identifiers
- must be set on a request for the request of this datatype to succeed.
-
- Args:
- request: the request to find required identifiers for
-
- Returns:
- a list of strings of required identifiers
- """
- ifstr(request)==request:
- warnings.warn("Use getRequiredIdentifiers(IDataRequest) instead",
- DeprecationWarning)
- returnrouter.getRequiredIdentifiers(request)
-
-
-
[docs]defgetOptionalIdentifiers(request):
- """
- Gets the optional identifiers for this request.
-
- Args:
- request: the request to find optional identifiers for
-
- Returns:
- a list of strings of optional identifiers
- """
- ifstr(request)==request:
- warnings.warn("Use getOptionalIdentifiers(IDataRequest) instead",
- DeprecationWarning)
- returnrouter.getOptionalIdentifiers(request)
-
-
-
[docs]defgetIdentifierValues(request,identifierKey):
- """
- Gets the allowed values for a particular identifier on this datatype.
-
- Args:
- request: the request to find identifier values for
- identifierKey: the identifier to find values for
-
- Returns:
- a list of strings of allowed values for the specified identifier
- """
- returnrouter.getIdentifierValues(request,identifierKey)
-
-
-
[docs]defnewDataRequest(datatype=None,**kwargs):
- """
- Creates a new instance of IDataRequest suitable for the runtime environment.
- All args are optional and exist solely for convenience.
-
- Args:
- datatype: the datatype to create a request for
- parameters: a list of parameters to set on the request
- levels: a list of levels to set on the request
- locationNames: a list of locationNames to set on the request
- envelope: an envelope to limit the request
- kwargs: any leftover kwargs will be set as identifiers
-
- Returns:
- a new IDataRequest
- """
- returnrouter.newDataRequest(datatype,**kwargs)
-
-
-
[docs]defgetSupportedDatatypes():
- """
- Gets the datatypes that are supported by the framework
-
- Returns:
- a list of strings of supported datatypes
- """
- returnrouter.getSupportedDatatypes()
-
-
-
[docs]defchangeEDEXHost(newHostName):
- """
- Changes the EDEX host the Data Access Framework is communicating with. Only
- works if using the native Python client implementation, otherwise, this
- method will throw a TypeError.
-
- Args:
- newHostName: the EDEX host to connect to
- """
- ifUSING_NATIVE_THRIFT:
- globalTHRIFT_HOST
- THRIFT_HOST=newHostName
- globalrouter
- router=ThriftClientRouter.ThriftClientRouter(THRIFT_HOST)
- else:
- raiseTypeError("Cannot call changeEDEXHost when using JepRouter.")
-
-
-
[docs]defsetLazyLoadGridLatLon(lazyLoadGridLatLon):
- """
- Provide a hint to the Data Access Framework indicating whether to load the
- lat/lon data for a grid immediately or wait until it is needed. This is
- provided as a performance tuning hint and should not affect the way the
- Data Access Framework is used. Depending on the internal implementation of
- the Data Access Framework this hint might be ignored. Examples of when this
- should be set to True are when the lat/lon information is not used or when
- it is used only if certain conditions within the data are met. It could be
- set to False if it is guaranteed that all lat/lon information is needed and
- it would be better to get any performance overhead for generating the
- lat/lon data out of the way during the initial request.
-
-
- Args:
- lazyLoadGridLatLon: Boolean value indicating whether to lazy load.
- """
- try:
- router.setLazyLoadGridLatLon(lazyLoadGridLatLon)
- exceptAttributeError:
- # The router is not required to support this capability.
- pass
-#
-# Classes for retrieving soundings based on gridded data from the Data Access
-# Framework
-#
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 06/24/15 #4480 dgilling Initial Creation.
-#
-
-fromawips.dataaccessimportDataAccessLayer
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataplugin.levelimportLevel
-fromshapely.geometryimportPoint
-
-
-
[docs]defgetSounding(modelName,weatherElements,levels,samplePoint,timeRange=None):
- """
- Performs a series of Data Access Framework requests to retrieve a sounding object
- based on the specified request parameters.
-
- Args:
- modelName: the grid model datasetid to use as the basis of the sounding.
- weatherElements: a list of parameters to return in the sounding.
- levels: a list of levels to sample the given weather elements at
- samplePoint: a lat/lon pair to perform the sampling of data at.
- timeRange: (optional) a list of times, or a TimeRange to specify
- which forecast hours to use. If not specified, will default to all forecast hours.
-
- Returns:
- A _SoundingCube instance, which acts a 3-tiered dictionary, keyed
- by DataTime, then by level and finally by weather element. If no
- data is available for the given request parameters, None is returned.
-
- """
-
- (locationNames,parameters,levels,envelope,timeRange)= \
- __sanitizeInputs(modelName,weatherElements,levels,samplePoint,timeRange)
-
- requestArgs={'datatype':'grid','locationNames':locationNames,
- 'parameters':parameters,'levels':levels,'envelope':envelope}
-
- req=DataAccessLayer.newDataRequest(**requestArgs)
- response=DataAccessLayer.getGeometryData(req,timeRange)
- soundingObject=_SoundingCube(response)
-
- returnsoundingObject
-
-
-
[docs]defchangeEDEXHost(host):
- """
- Changes the EDEX host the Data Access Framework is communicating with.
-
- Args:
- host: the EDEX host to connect to
- """
-
- ifhost:
- DataAccessLayer.changeEDEXHost(str(host))
-
-
-def__sanitizeInputs(modelName,weatherElements,levels,samplePoint,timeRange):
- locationNames=[str(modelName)]
- parameters=__buildStringList(weatherElements)
- levels=__buildStringList(levels)
- envelope=Point(samplePoint)
- returnlocationNames,parameters,levels,envelope,timeRange
-
-
-def__buildStringList(param):
- if__notStringIter(param):
- return[str(item)foriteminparam]
- else:
- return[str(param)]
-
-
-def__notStringIter(iterable):
- ifnotisinstance(iterable,str):
- try:
- iter(iterable)
- returnTrue
- exceptTypeError:
- returnFalse
-
-
-class_SoundingCube(object):
- """
- The top-level sounding object returned when calling ModelSounding.getSounding.
-
- This object acts as a 3-tiered dict which is keyed by time then level
- then parameter name. Calling times() will return all valid keys into this
- object.
- """
-
- def__init__(self,geometryDataObjects):
- self._dataDict={}
- self._sortedTimes=[]
- ifgeometryDataObjects:
- forgeometryDataingeometryDataObjects:
- dataTime=geometryData.getDataTime()
- level=geometryData.getLevel()
- forparameteringeometryData.getParameters():
- self.__addItem(parameter,dataTime,level,geometryData.getNumber(parameter))
-
- def__addItem(self,parameter,dataTime,level,value):
- timeLayer=self._dataDict.get(dataTime,_SoundingTimeLayer(dataTime))
- self._dataDict[dataTime]=timeLayer
- timeLayer._addItem(parameter,level,value)
- ifdataTimenotinself._sortedTimes:
- self._sortedTimes.append(dataTime)
- self._sortedTimes.sort()
-
- def__getitem__(self,key):
- returnself._dataDict[key]
-
- def__len__(self):
- returnlen(self._dataDict)
-
- deftimes(self):
- """
- Returns the valid times for this sounding.
-
- Returns:
- A list containing the valid DataTimes for this sounding in order.
- """
- returnself._sortedTimes
-
-
-class_SoundingTimeLayer(object):
- """
- The second-level sounding object returned when calling ModelSounding.getSounding.
-
- This object acts as a 2-tiered dict which is keyed by level then parameter
- name. Calling levels() will return all valid keys into this
- object. Calling time() will return the DataTime for this particular layer.
- """
-
- def__init__(self,dataTime):
- self._dataTime=dataTime
- self._dataDict={}
-
- def_addItem(self,parameter,level,value):
- asString=str(level)
- levelLayer=self._dataDict.get(asString,_SoundingTimeAndLevelLayer(self._dataTime,asString))
- levelLayer._addItem(parameter,value)
- self._dataDict[asString]=levelLayer
-
- def__getitem__(self,key):
- asString=str(key)
- ifasStringinself._dataDict:
- returnself._dataDict[asString]
- else:
- raiseKeyError("Level "+str(key)+" is not a valid level for this sounding.")
-
- def__len__(self):
- returnlen(self._dataDict)
-
- deftime(self):
- """
- Returns the DataTime for this sounding cube layer.
-
- Returns:
- The DataTime for this sounding layer.
- """
- returnself._dataTime
-
- deflevels(self):
- """
- Returns the valid levels for this sounding.
-
- Returns:
- A list containing the valid levels for this sounding in order of
- closest to surface to highest from surface.
- """
- sortedLevels=[Level(level)forlevelinlist(self._dataDict.keys())]
- sortedLevels.sort()
- return[str(level)forlevelinsortedLevels]
-
-
-class_SoundingTimeAndLevelLayer(object):
- """
- The bottom-level sounding object returned when calling ModelSounding.getSounding.
-
- This object acts as a dict which is keyed by parameter name. Calling
- parameters() will return all valid keys into this object. Calling time()
- will return the DataTime for this particular layer. Calling level() will
- return the level for this layer.
- """
-
- def__init__(self,time,level):
- self._time=time
- self._level=level
- self._parameters={}
-
- def_addItem(self,parameter,value):
- self._parameters[parameter]=value
-
- def__getitem__(self,key):
- returnself._parameters[key]
-
- def__len__(self):
- returnlen(self._parameters)
-
- deflevel(self):
- """
- Returns the level for this sounding cube layer.
-
- Returns:
- The level for this sounding layer.
- """
- returnself._level
-
- defparameters(self):
- """
- Returns the valid parameters for this sounding.
-
- Returns:
- A list containing the valid parameter names.
- """
- returnlist(self._parameters.keys())
-
- deftime(self):
- """
- Returns the DataTime for this sounding cube layer.
-
- Returns:
- The DataTime for this sounding layer.
- """
- returnself._time
-
-#
-# Implements IGeometryData for use by native Python clients to the Data Access
-# Framework.
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 06/03/13 dgilling Initial Creation.
-# 01/06/14 2537 bsteffen Share geometry WKT.
-# 03/19/14 2882 dgilling Raise an exception when getNumber()
-# is called for data that is not a
-# numeric Type.
-# 06/09/16 5574 mapeters Handle 'SHORT' type in getNumber().
-# 10/05/18 mjames@ucar Encode/decode string, number val, and type
-#
-#
-
-fromawips.dataaccessimportIGeometryData
-fromawips.dataaccessimportPyData
-importsix
-
-
-
-#
-# Implements IGridData for use by native Python clients to the Data Access
-# Framework.
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 06/03/13 #2023 dgilling Initial Creation.
-# 10/13/16 #5916 bsteffen Correct grid shape, allow lat/lon
-# 11/10/16 #5900 bsteffen Correct grid shape
-# to be requested by a delegate
-#
-#
-
-importnumpy
-importwarnings
-importsix
-
-fromawips.dataaccessimportIGridData
-fromawips.dataaccessimportPyData
-
-NO_UNIT_CONVERT_WARNING="""
-The ability to unit convert grid data is not currently available in this version of the Data Access Framework.
-"""
-
-
-
[docs]defgetRawData(self,unit=None):
- # TODO: Find a proper python library that deals will with numpy and
- # javax.measure style unit strings and hook it in to this method to
- # allow end-users to perform unit conversion for grid data.
- ifunitisnotNone:
- warnings.warn(NO_UNIT_CONVERT_WARNING,stacklevel=2)
- returnself.__gridData
Source code for awips.dataaccess.ThriftClientRouter
-#
-# Routes requests to the Data Access Framework through Python Thrift.
-#
-#
-# SOFTWARE HISTORY
-#
-# Date Ticket# Engineer Description
-# ------------ ---------- ----------- --------------------------
-# 05/21/13 2023 dgilling Initial Creation.
-# 01/06/14 2537 bsteffen Share geometry WKT.
-# 03/03/14 2673 bsteffen Add ability to query only ref times.
-# 07/22/14 3185 njensen Added optional/default args to newDataRequest
-# 07/23/14 3185 njensen Added new methods
-# 07/30/14 3185 njensen Renamed valid identifiers to optional
-# 06/30/15 4569 nabowle Use hex WKB for geometries.
-# 04/13/15 5379 tgurney Add getIdentifierValues()
-# 06/01/16 5587 tgurney Add new signatures for
-# getRequiredIdentifiers() and
-# getOptionalIdentifiers()
-# 08/01/16 2416 tgurney Add getNotificationFilter()
-# 10/13/16 5916 bsteffen Correct grid shape, allow lazy grid lat/lon
-# 10/26/16 5919 njensen Speed up geometry creation in getGeometryData()
-#
-
-importnumpy
-importsix
-importshapely.wkb
-
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.implimportDefaultDataRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetAvailableLocationNamesRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetAvailableTimesRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetGeometryDataRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetGridDataRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetGridLatLonRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetAvailableParametersRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetAvailableLevelsRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetRequiredIdentifiersRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetOptionalIdentifiersRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetIdentifierValuesRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetSupportedDatatypesRequest
-fromdynamicserialize.dstypes.com.raytheon.uf.common.dataaccess.requestimportGetNotificationFilterRequest
-
-fromawipsimportThriftClient
-fromawips.dataaccessimportPyGeometryData
-fromawips.dataaccessimportPyGridData
-
-
-
[docs]classLazyGridLatLon(object):
-
- def__init__(self,client,nx,ny,envelope,crsWkt):
- self._latLonGrid=None
- self._client=client
- self._request=GetGridLatLonRequest()
- self._request.setNx(nx)
- self._request.setNy(ny)
- self._request.setEnvelope(envelope)
- self._request.setCrsWkt(crsWkt)
-
- def__call__(self):
- # Its important that the data is cached internally so that if multiple
- # GridData are sharing the same delegate then they can also share a
- # single request for the LatLon information.
- ifself._latLonGridisNone:
- response=self._client.sendRequest(self._request)
- nx=response.getNx()
- ny=response.getNy()
- latData=numpy.reshape(numpy.array(response.getLats()),(ny,nx))
- lonData=numpy.reshape(numpy.array(response.getLons()),(ny,nx))
- self._latLonGrid=(lonData,latData)
- returnself._latLonGrid
[docs]defgetGridData(self,request,times):
- gridDataRequest=GetGridDataRequest()
- gridDataRequest.setIncludeLatLonData(notself._lazyLoadGridLatLon)
- gridDataRequest.setRequestParameters(request)
- # if we have an iterable times instance, then the user must have asked
- # for grid data with the List of DataTime objects
- # else, we assume it was a single TimeRange that was meant for the
- # request
- try:
- iter(times)
- gridDataRequest.setRequestedTimes(times)
- exceptTypeError:
- gridDataRequest.setRequestedPeriod(times)
- response=self._client.sendRequest(gridDataRequest)
-
- locSpecificData={}
- locNames=list(response.getSiteNxValues().keys())
- forlocationinlocNames:
- nx=response.getSiteNxValues()[location]
- ny=response.getSiteNyValues()[location]
- ifself._lazyLoadGridLatLon:
- envelope=response.getSiteEnvelopes()[location]
- crsWkt=response.getSiteCrsWkt()[location]
- delegate=LazyGridLatLon(
- self._client,nx,ny,envelope,crsWkt)
- locSpecificData[location]=(nx,ny,delegate)
- else:
- latData=numpy.reshape(numpy.array(
- response.getSiteLatGrids()[location]),(ny,nx))
- lonData=numpy.reshape(numpy.array(
- response.getSiteLonGrids()[location]),(ny,nx))
- locSpecificData[location]=(nx,ny,(lonData,latData))
- retVal=[]
- forgridDataRecordinresponse.getGridData():
- locationName=gridDataRecord.getLocationName()
- iflocationNameisnotNone:
- ifsix.PY2:
- locData=locSpecificData[locationName]
- else:
- locData=locSpecificData[locationName.encode('utf-8')]
- else:
- locData=locSpecificData[locationName]
- ifself._lazyLoadGridLatLon:
- retVal.append(PyGridData.PyGridData(gridDataRecord,locData[
- 0],locData[1],latLonDelegate=locData[2]))
- else:
- retVal.append(PyGridData.PyGridData(
- gridDataRecord,locData[0],locData[1],locData[2]))
- returnretVal
-
-
[docs]defgetGeometryData(self,request,times):
- geoDataRequest=GetGeometryDataRequest()
- geoDataRequest.setRequestParameters(request)
- # if we have an iterable times instance, then the user must have asked
- # for geometry data with the List of DataTime objects
- # else, we assume it was a single TimeRange that was meant for the
- # request
- try:
- iter(times)
- geoDataRequest.setRequestedTimes(times)
- exceptTypeError:
- geoDataRequest.setRequestedPeriod(times)
- response=self._client.sendRequest(geoDataRequest)
- geometries=[]
- forwkbinresponse.getGeometryWKBs():
- # the wkb is a numpy.ndarray of dtype int8
- # convert the bytearray to a byte string and load it
- geometries.append(shapely.wkb.loads(wkb.tostring()))
-
- retVal=[]
- forgeoDataRecordinresponse.getGeoData():
- geom=geometries[geoDataRecord.getGeometryWKBindex()]
- retVal.append(PyGeometryData.PyGeometryData(geoDataRecord,geom))
- returnretVal
Changes the EDEX host the Data Access Framework is communicating with. Only
-works if using the native Python client implementation, otherwise, this
-method will throw a TypeError.
Gets the geometry data that matches the request at the specified times.
-Each combination of geometry, level, and dataTime will be returned as a
-separate IGeometryData.
-
-
Args:
request: the IDataRequest to get data for
-times: a list of DataTimes, a TimeRange, or None if the data is time
Gets the grid data that matches the request at the specified times. Each
-combination of parameter, level, and dataTime will be returned as a
-separate IGridData.
-
-
Args:
request: the IDataRequest to get data for
-times: a list of DataTimes, a TimeRange, or None if the data is time
Processes a DataAccessLayer “obs” response into a dictionary,
-with special consideration for multi-value parameters
-“presWeather”, “skyCover”, and “skyLayerBase”.
Creates a new instance of IDataRequest suitable for the runtime environment.
-All args are optional and exist solely for convenience.
-
-
Args:
datatype: the datatype to create a request for
-parameters: a list of parameters to set on the request
-levels: a list of levels to set on the request
-locationNames: a list of locationNames to set on the request
-envelope: an envelope to limit the request
-kwargs: any leftover kwargs will be set as identifiers
Provide a hint to the Data Access Framework indicating whether to load the
-lat/lon data for a grid immediately or wait until it is needed. This is
-provided as a performance tuning hint and should not affect the way the
-Data Access Framework is used. Depending on the internal implementation of
-the Data Access Framework this hint might be ignored. Examples of when this
-should be set to True are when the lat/lon information is not used or when
-it is used only if certain conditions within the data are met. It could be
-set to False if it is guaranteed that all lat/lon information is needed and
-it would be better to get any performance overhead for generating the
-lat/lon data out of the way during the initial request.
-
-
Args:
lazyLoadGridLatLon: Boolean value indicating whether to lazy load.
Converts the given object to a python datetime object. Supports native
-python representations like datetime and struct_time, but also
-the dynamicserialize types like Date and Timestamp. Raises TypeError
-if no conversion can be performed.
-
-
Args:
timeArg: a python object representing a date and time. Supported
-types include datetime, struct_time, float, int, long and the
-dynamicserialize types Date and Timestamp.
-
-
Returns:
A datetime that represents the same date/time as the passed in object.
Sets the envelope of the request. If supported by the datatype factory,
-the data returned for the request will be constrained to only the data
-within the envelope.
Performs a series of Data Access Framework requests to retrieve a sounding object
-based on the specified request parameters.
-
-
Args:
modelName: the grid model datasetid to use as the basis of the sounding.
-weatherElements: a list of parameters to return in the sounding.
-levels: a list of levels to sample the given weather elements at
-samplePoint: a lat/lon pair to perform the sampling of data at.
-timeRange: (optional) a list of times, or a TimeRange to specify
-which forecast hours to use. If not specified, will default to all forecast hours.
-
-
Returns:
A _SoundingCube instance, which acts a 3-tiered dictionary, keyed
-by DataTime, then by level and finally by weather element. If no
-data is available for the given request parameters, None is returned.
-
-
-
-
-
-
-
-
-
-
-
\ No newline at end of file
diff --git a/search.html b/search.html
index 0155b98..35052e8 100644
--- a/search.html
+++ b/search.html
@@ -13,6 +13,8 @@
+
+
@@ -30,6 +32,7 @@
+
diff --git a/searchindex.js b/searchindex.js
index dd714fe..3919081 100644
--- a/searchindex.js
+++ b/searchindex.js
@@ -1 +1 @@
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