From 0f2427b2811a1010513b42e0c1a13ede95a3874c Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 4 Sep 2024 10:45:17 +0200 Subject: [PATCH 01/35] Boilerplate --- .../timeseries/AutoFilterReaderEngine.py | 4 ++++ src/pyaro/timeseries/Filter.py | 19 +++++++++++++++++++ 2 files changed, 23 insertions(+) diff --git a/src/pyaro/timeseries/AutoFilterReaderEngine.py b/src/pyaro/timeseries/AutoFilterReaderEngine.py index 82be4b8..ab48988 100644 --- a/src/pyaro/timeseries/AutoFilterReaderEngine.py +++ b/src/pyaro/timeseries/AutoFilterReaderEngine.py @@ -31,7 +31,11 @@ def supported_filters(cls) -> list[Filter]: :return: list of filters """ +<<<<<<< HEAD supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude".split( +======= + supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,relaltitude".split( +>>>>>>> 0ad9bdf (Boilerplate) "," ) return [filters.get(name) for name in supported] diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 87024bc..912e91d 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -855,4 +855,23 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: if self._max_altitude is not None: stations = {n: s for n, s in stations.items() if (not math.isnan(s["altitude"]) and s["altitude"] <= self._max_altitude) } + return stations + +class RelativeAltitudeFilter(StationFilter): + """ + Filter class which filters stations based on the relative difference between + the station altitude, and the model topography altitude. + + https://github.com/metno/pyaro/issues/39 + """ + def __init__(self): + pass + + def init_kwargs(self): + return {} + + def name(self): + return "relaltitude" + + def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: return stations \ No newline at end of file From 461f1fc9caa344e9837f623fec1f7191066b98de Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 4 Sep 2024 14:52:43 +0200 Subject: [PATCH 02/35] Progress on implementing relative altitude filter --- .../timeseries/AutoFilterReaderEngine.py | 6 +- src/pyaro/timeseries/Filter.py | 57 +++++++++++++++++-- tests/test_CSVTimeSeriesReader.py | 23 ++++++++ 3 files changed, 77 insertions(+), 9 deletions(-) diff --git a/src/pyaro/timeseries/AutoFilterReaderEngine.py b/src/pyaro/timeseries/AutoFilterReaderEngine.py index ab48988..9fac1d0 100644 --- a/src/pyaro/timeseries/AutoFilterReaderEngine.py +++ b/src/pyaro/timeseries/AutoFilterReaderEngine.py @@ -31,11 +31,7 @@ def supported_filters(cls) -> list[Filter]: :return: list of filters """ -<<<<<<< HEAD - supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude".split( -======= - supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,relaltitude".split( ->>>>>>> 0ad9bdf (Boilerplate) + supported = "variables,stations,countries,bounding_boxes,duplicates,time_bounds,time_resolution,flags,time_variable_station,altitude,relaltitude".split( "," ) return [filters.get(name) for name in supported] diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 912e91d..80ccbe9 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -9,6 +9,7 @@ from typing import Any import numpy as np +import xarray as xr from .Data import Data, Flag from .Station import Station @@ -857,6 +858,7 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: return stations +@registered_filter class RelativeAltitudeFilter(StationFilter): """ Filter class which filters stations based on the relative difference between @@ -864,14 +866,61 @@ class RelativeAltitudeFilter(StationFilter): https://github.com/metno/pyaro/issues/39 """ - def __init__(self): - pass + def __init__(self, topo_file: str = "/lustre/storeB/project/fou/kl/emep/Auxiliary/topography.nc", topo_var: str = "topography", rtol: float = 1): + """ + :param topo_file : A .nc file from which to read model topography data. + :param topo_var : Name of variable that stores altitude. + :param rtol : Relative toleranse. + """ + self._file = topo_file + self._topo_var = topo_var + self._rtol = rtol + + self._topography = xr.open_dataset(self._file) + def _model_altitude_from_lat_lon(self, lat: float, lon: float) -> float: + data = self._topography.sel({"lat": lat, "lon": lon}, method="nearest") + + # Should not vary in time too much so picking the first one here. + altitude = data["topography"][0] + + return float(altitude) + + def _is_close(self, altmod: float, altobs: float) -> bool: + """ + Function to check if two altitudes are within a relative tolerance of each + other. + + :param altmod : Model altitude (in meters). + :param altobs : Observation / station altitude (in meters). + + :returns : + True if the values are close with station altitude as the reference + value. + """ + return abs(altmod-altobs) <= (self._rtol * abs(altobs)) + def init_kwargs(self): - return {} + return { + "topo_file": self._file, + "topo_var": self._topo_var, + "rtol": self._rtol + } def name(self): return "relaltitude" def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: - return stations \ No newline at end of file + new_stations = dict() + + for name, station in stations.items(): + lat = station["latitude"] + lon = station["longitude"] + + altobs = station["altitude"] + altmod = self._model_altitude_from_lat_lon(lat, lon) + + if self._is_close(altmod, altobs): + new_stations[name] = station + + return new_stations diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index dbd77bf..86f204b 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -485,6 +485,29 @@ def test_altitude_filter_3(self): } ) as ts: self.assertEqual(len(ts.stations()), 1) + + def test_relaltitude_filter_1(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude")], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + ts.stations() + self.assertTrue(True) if __name__ == "__main__": From da22b650029bf324ad0b8cb66a8f0d547e23cc17 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Wed, 4 Sep 2024 15:04:39 +0200 Subject: [PATCH 03/35] fix dependencies --- setup.cfg | 2 ++ 1 file changed, 2 insertions(+) diff --git a/setup.cfg b/setup.cfg index b26a7ce..93f6c38 100644 --- a/setup.cfg +++ b/setup.cfg @@ -25,6 +25,8 @@ python_version = >=3.10 install_requires = numpy >= 1.13 importlib-metadata >= 3.6; python_version < "3.10" + xarray + netcdf4 package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader From 0c02e396bf5aac3e83f0cbf6bd8511735b28b636 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 10:24:39 +0200 Subject: [PATCH 04/35] Add tests and test topography data --- scripts/make_topography_subset.py | 14 +++++ src/pyaro/timeseries/Filter.py | 1 + tests/test_CSVTimeSeriesReader.py | 59 +++++++++++++++++- .../testdata/datadir_elevation/topography.nc | Bin 0 -> 862632 bytes 4 files changed, 71 insertions(+), 3 deletions(-) create mode 100644 scripts/make_topography_subset.py create mode 100644 tests/testdata/datadir_elevation/topography.nc diff --git a/scripts/make_topography_subset.py b/scripts/make_topography_subset.py new file mode 100644 index 0000000..fa7f946 --- /dev/null +++ b/scripts/make_topography_subset.py @@ -0,0 +1,14 @@ +import xarray as xr + +# Script which extracts only the first time point and topography value from the emep topography +# file to reduce data for the tests. +data = xr.open_dataset("/lustre/storeB/project/fou/kl/emep/Auxiliary/topography.nc") + +start_time = data["time"][0] + +data = data.sel(time=slice(start_time)) + +data = data["topography"] + + +data.to_netcdf("tests/testdata/datadir_elevation/topography.nc") \ No newline at end of file diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 80ccbe9..aaf8adb 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -879,6 +879,7 @@ def __init__(self, topo_file: str = "/lustre/storeB/project/fou/kl/emep/Auxiliar self._topography = xr.open_dataset(self._file) def _model_altitude_from_lat_lon(self, lat: float, lon: float) -> float: + # TODO: Include a tolerance? data = self._topography.sel({"lat": lat, "lon": lon}, method="nearest") # Should not vary in time too much so picking the first one here. diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 86f204b..60d8a30 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -490,7 +490,7 @@ def test_relaltitude_filter_1(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, - filters=[pyaro.timeseries.filters.get("relaltitude")], + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=0)], columns={ "variable": 0, "station": 1, @@ -506,8 +506,61 @@ def test_relaltitude_filter_1(self): "flag": "0", } ) as ts: - ts.stations() - self.assertTrue(True) + # Altitudes in dataset: + # Station | Alt_obs | Modeobs | + # Station 1 | 100 | 12.2554 | + # Station 2 | 200 | 4.9016 | + # Station 3 | 300 | 4.9016 | + # Since rtol = 0, no station should be included. + self.assertEqual(len(ts.stations()), 0) + + def test_relaltitude_filter_2(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=0.89)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + # At rtol = 0.89, only the first station should be included. + self.assertEqual(len(ts.stations()), 1) + + def test_relaltitude_filter_3(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=1)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + # Since rtol=1, all stations should be included. + self.assertEqual(len(ts.stations()), 3) + + if __name__ == "__main__": diff --git a/tests/testdata/datadir_elevation/topography.nc b/tests/testdata/datadir_elevation/topography.nc new file mode 100644 index 0000000000000000000000000000000000000000..9672cd8a67c06612bddcbfa9165a4285f157325d GIT binary patch literal 862632 zcmeF)2|QK%`Z)e=o@Wu6=XoA7Z}U85ij0{eA!HU(LMk$)q%uzlg_J2|2&G9BB}tSJ z5+eUSJnpG;?!C_a{(krOfBk=d>vfLRUi-bC_3US@&$iaHx4jefv~(y)nMrYpi4j}V zCQK!Q6qrR4a7Tv<3!|x?);?VF+qhhqWq5>e*VZb3o|EDtaL|OB8vV1B0R0nzh``Pe zgbe6^;NZhe1fGwd@7$m6!-Ly+J}yC=aAOw>0=*6%4&u+-+q#XQ#I8mJYoliz&%G~W z(x>3V#i2(p!NtMBse-L<&GG2b8Pjm6A+QBOB4o%AGMlI^6Hub>!4vwUP%F{IwCFf^ 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41efda6c533138a20c4a14bb7d0f51fb8e59d9f0 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 10:40:54 +0200 Subject: [PATCH 05/35] . --- src/pyaro/timeseries/Filter.py | 15 ++++++++++++--- 1 file changed, 12 insertions(+), 3 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index aaf8adb..7b289eb 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -1,3 +1,4 @@ +import logging import math import abc from collections import defaultdict @@ -14,6 +15,7 @@ from .Data import Data, Flag from .Station import Station +logger = logging.getLogger(__name__) class Filter(abc.ABC): """Base-class for all filters used from pyaro-Readers""" @@ -866,17 +868,21 @@ class RelativeAltitudeFilter(StationFilter): https://github.com/metno/pyaro/issues/39 """ - def __init__(self, topo_file: str = "/lustre/storeB/project/fou/kl/emep/Auxiliary/topography.nc", topo_var: str = "topography", rtol: float = 1): + def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rtol: float = 1): """ :param topo_file : A .nc file from which to read model topography data. :param topo_var : Name of variable that stores altitude. :param rtol : Relative toleranse. """ - self._file = topo_file + self._topo_file = topo_file self._topo_var = topo_var self._rtol = rtol - self._topography = xr.open_dataset(self._file) + self._topography = None + if topo_file is not None: + self._topography = xr.open_dataset(topo_file) + else: + logger.warning("No topography data provided (topo_file='%s'). Relative elevation filtering will not be applied.", topo_file) def _model_altitude_from_lat_lon(self, lat: float, lon: float) -> float: # TODO: Include a tolerance? @@ -912,6 +918,9 @@ def name(self): return "relaltitude" def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: + if self._topography is None: + return stations + new_stations = dict() for name, station in stations.items(): From 8d1379f3bb206d3e587d09a02f106004fffca85d Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 10:52:28 +0200 Subject: [PATCH 06/35] . --- src/pyaro/timeseries/Filter.py | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 7b289eb..82b7086 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -873,6 +873,10 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r :param topo_file : A .nc file from which to read model topography data. :param topo_var : Name of variable that stores altitude. :param rtol : Relative toleranse. + + Note: + ----- + Stations will be kept if abs(altobs-altmod) <= rtol*abs(altobs) """ self._topo_file = topo_file self._topo_var = topo_var From 155cf38a677f3756c55b1e6edcd1f002b04af1c5 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 14:14:19 +0200 Subject: [PATCH 07/35] CR1 --- src/pyaro/timeseries/Filter.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 82b7086..338910b 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -864,11 +864,11 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: class RelativeAltitudeFilter(StationFilter): """ Filter class which filters stations based on the relative difference between - the station altitude, and the model topography altitude. + the station altitude, and the gridded topography altitude. https://github.com/metno/pyaro/issues/39 """ - def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rtol: float = 1): + def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 1): """ :param topo_file : A .nc file from which to read model topography data. :param topo_var : Name of variable that stores altitude. @@ -876,11 +876,11 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r Note: ----- - Stations will be kept if abs(altobs-altmod) <= rtol*abs(altobs) + Stations will be kept if abs(altobs-altmod) <= rdiff """ self._topo_file = topo_file self._topo_var = topo_var - self._rtol = rtol + self._rdiff = rdiff self._topography = None if topo_file is not None: @@ -909,13 +909,13 @@ def _is_close(self, altmod: float, altobs: float) -> bool: True if the values are close with station altitude as the reference value. """ - return abs(altmod-altobs) <= (self._rtol * abs(altobs)) + return abs(altmod-altobs) <= (self._rdiff * abs(altobs)) def init_kwargs(self): return { "topo_file": self._file, "topo_var": self._topo_var, - "rtol": self._rtol + "rtol": self._rdiff } def name(self): From 45fc98e573f437698938c5ce3e449dd6a4a0b606 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 14:15:46 +0200 Subject: [PATCH 08/35] CR2 --- src/pyaro/timeseries/Filter.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 338910b..1017167 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -870,7 +870,7 @@ class RelativeAltitudeFilter(StationFilter): """ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 1): """ - :param topo_file : A .nc file from which to read model topography data. + :param topo_file : A .nc file from which to read gridded topography data. :param topo_var : Name of variable that stores altitude. :param rtol : Relative toleranse. @@ -909,7 +909,7 @@ def _is_close(self, altmod: float, altobs: float) -> bool: True if the values are close with station altitude as the reference value. """ - return abs(altmod-altobs) <= (self._rdiff * abs(altobs)) + return abs(altmod-altobs) <= self._rdiff def init_kwargs(self): return { From cdef4c138d025a06d4ed398a3e39ad44e99b6241 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 14:17:39 +0200 Subject: [PATCH 09/35] Remove netcdf as explicit dependency --- setup.cfg | 1 - 1 file changed, 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index 93f6c38..e636ab6 100644 --- a/setup.cfg +++ b/setup.cfg @@ -26,7 +26,6 @@ install_requires = numpy >= 1.13 importlib-metadata >= 3.6; python_version < "3.10" xarray - netcdf4 package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader From 3cc7d6ea037d2daa4d8894ffff697504d5c4e410 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:14:50 +0200 Subject: [PATCH 10/35] WIP properly read coords and determine type --- src/pyaro/timeseries/Filter.py | 55 ++++++++++++++++++++++++++++--- tests/test_CSVTimeSeriesReader.py | 16 ++++----- 2 files changed, 58 insertions(+), 13 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 1017167..fec42c1 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -11,6 +11,7 @@ import numpy as np import xarray as xr +import cfunits from .Data import Data, Flag from .Station import Station @@ -868,11 +869,13 @@ class RelativeAltitudeFilter(StationFilter): https://github.com/metno/pyaro/issues/39 """ + UNITS_METER = cfunits.Units("m") + def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 1): """ :param topo_file : A .nc file from which to read gridded topography data. :param topo_var : Name of variable that stores altitude. - :param rtol : Relative toleranse. + :param rdiff : Relative difference (in meters). Note: ----- @@ -885,15 +888,57 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r self._topography = None if topo_file is not None: self._topography = xr.open_dataset(topo_file) + self._convert_altitude_to_meters() + self._find_lat_lon_variables() else: logger.warning("No topography data provided (topo_file='%s'). Relative elevation filtering will not be applied.", topo_file) + def _convert_altitude_to_meters(self): + """ + Method which attempts to convert the altitude variable in the gridded topography data + to meters. + + :raises TypeError + If conversion isn't possible. + """ + # Convert altitude to meters + units = cfunits.Units(self._topography[self._topo_var].units) + if units.equivalent(self.UNITS_METER): + self._topography[self._topo_var].values = self.UNITS_METER.conform(self._topography[self._topo_var].values, units, self.UNITS_METER) + self._topography[self._topo_var]["units"] = self.UNITS_METER + else: + raise TypeError(f"Expected altitude units to be convertible to 'm', got '{units}'") + + def _find_lat_lon_variables(self): + """ + Determines the names of variables which represent the time, latitude and longitude + dimensions in the topography data. + + These are assigned to self._lat, self._lon, respectively for later use. + """ + for var_name in self._topography.coords: + units = cfunits.Units(self._topography[var_name].attrs.get("units", None)) + if units.istime: + self._time = var_name + continue + if units.islatitude: + self._lat = var_name + continue + if units.islongitude: + self._lon = var_name + continue + + self._time = "time" + # TODO: Time does not have a unit. Decide what to do about it. + if any(x is None for x in [self._time, self._lat, self._lon]): + raise ValueError(f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}") + def _model_altitude_from_lat_lon(self, lat: float, lon: float) -> float: # TODO: Include a tolerance? - data = self._topography.sel({"lat": lat, "lon": lon}, method="nearest") + data = self._topography.sel({self._lat: lat, self._lon: lon}, method="nearest") # Should not vary in time too much so picking the first one here. - altitude = data["topography"][0] + altitude = data[self._topo_var][0] return float(altitude) @@ -913,9 +958,9 @@ def _is_close(self, altmod: float, altobs: float) -> bool: def init_kwargs(self): return { - "topo_file": self._file, + "topo_file": self._topo_file, "topo_var": self._topo_var, - "rtol": self._rdiff + "rdiff": self._rdiff } def name(self): diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 60d8a30..d6de6f1 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -490,7 +490,7 @@ def test_relaltitude_filter_1(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, - filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=0)], + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "/lustre/storeB/project/fou/kl/emep/Auxiliary/topography.nc", rdiff=0)], columns={ "variable": 0, "station": 1, @@ -506,11 +506,11 @@ def test_relaltitude_filter_1(self): "flag": "0", } ) as ts: - # Altitudes in dataset: - # Station | Alt_obs | Modeobs | - # Station 1 | 100 | 12.2554 | - # Station 2 | 200 | 4.9016 | - # Station 3 | 300 | 4.9016 | + # Altitudes in test dataset: + # Station | Alt_obs | Modeobs | rdiff | + # Station 1 | 100 | 12.2554 | 87.7446 | + # Station 2 | 200 | 4.9016 | 195.0984 | + # Station 3 | 300 | 4.9016 | 195.0984 | # Since rtol = 0, no station should be included. self.assertEqual(len(ts.stations()), 0) @@ -518,7 +518,7 @@ def test_relaltitude_filter_2(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, - filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=0.89)], + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=90)], columns={ "variable": 0, "station": 1, @@ -541,7 +541,7 @@ def test_relaltitude_filter_3(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, - filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rtol=1)], + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=300)], columns={ "variable": 0, "station": 1, From b77ab6398ea79d66d8fd57c58a643d629cebd6da Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:17:16 +0200 Subject: [PATCH 11/35] . --- tests/test_CSVTimeSeriesReader.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index d6de6f1..9d6f15e 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -534,7 +534,7 @@ def test_relaltitude_filter_2(self): "flag": "0", } ) as ts: - # At rtol = 0.89, only the first station should be included. + # At rdiff = 0.89, only the first station should be included. self.assertEqual(len(ts.stations()), 1) def test_relaltitude_filter_3(self): @@ -557,7 +557,7 @@ def test_relaltitude_filter_3(self): "flag": "0", } ) as ts: - # Since rtol=1, all stations should be included. + # Since rdiff=1, all stations should be included. self.assertEqual(len(ts.stations()), 3) From c55c3ad5c3551f52cd815bde8f644cfdbf681cb9 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:26:25 +0200 Subject: [PATCH 12/35] . --- src/pyaro/timeseries/Filter.py | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index fec42c1..3e11114 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -879,7 +879,8 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r Note: ----- - Stations will be kept if abs(altobs-altmod) <= rdiff + - Stations will be kept if abs(altobs-altmod) <= rdiff. + - Stations will not be kept if station altitude is NaN. """ self._topo_file = topo_file self._topo_var = topo_var @@ -929,11 +930,11 @@ def _find_lat_lon_variables(self): continue self._time = "time" - # TODO: Time does not have a unit. Decide what to do about it. + # TODO: Time does not have a unit that is parsed by cfunits. Decide what to do about it. if any(x is None for x in [self._time, self._lat, self._lon]): raise ValueError(f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}") - def _model_altitude_from_lat_lon(self, lat: float, lon: float) -> float: + def _gridded_altitude_from_lat_lon(self, lat: float, lon: float) -> float: # TODO: Include a tolerance? data = self._topography.sel({self._lat: lat, self._lon: lon}, method="nearest") @@ -970,16 +971,16 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: if self._topography is None: return stations - new_stations = dict() + filtered_stations = dict() for name, station in stations.items(): lat = station["latitude"] lon = station["longitude"] altobs = station["altitude"] - altmod = self._model_altitude_from_lat_lon(lat, lon) + topo = self._gridded_altitude_from_lat_lon(lat, lon) - if self._is_close(altmod, altobs): - new_stations[name] = station + if not math.isnan(altobs) and self._is_close(topo, altobs): + filtered_stations[name] = station - return new_stations + return filtered_stations From 72cc4a3b0166ca72f0a4fbc8346b775ad569d83d Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:30:14 +0200 Subject: [PATCH 13/35] . --- src/pyaro/timeseries/Filter.py | 1 + 1 file changed, 1 insertion(+) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 3e11114..9c6d41c 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -891,6 +891,7 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r self._topography = xr.open_dataset(topo_file) self._convert_altitude_to_meters() self._find_lat_lon_variables() + # TODO: Convert lat/lon to degrees? else: logger.warning("No topography data provided (topo_file='%s'). Relative elevation filtering will not be applied.", topo_file) From 926a6f0b58ba23d967a87c124b736a84874d5409 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:31:43 +0200 Subject: [PATCH 14/35] Add cfunits as dependency --- setup.cfg | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.cfg b/setup.cfg index e636ab6..0defca2 100644 --- a/setup.cfg +++ b/setup.cfg @@ -26,6 +26,7 @@ install_requires = numpy >= 1.13 importlib-metadata >= 3.6; python_version < "3.10" xarray + cfunits package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader From d1627dace45e6a2aa2deed269cbc3c5b39385e8b Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:34:57 +0200 Subject: [PATCH 15/35] Install libudunits2-dev in ci --- .github/workflows/ci_tests.yml | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/.github/workflows/ci_tests.yml b/.github/workflows/ci_tests.yml index 4fb8e21..dbc1c57 100644 --- a/.github/workflows/ci_tests.yml +++ b/.github/workflows/ci_tests.yml @@ -21,6 +21,10 @@ jobs: uses: actions/setup-python@v5 with: python-version: "3.10" + - name: Install system packages + run: | + sudo apt update + sudo apt install libudunits2-dev - name: Install dependencies run: | python -m pip install --upgrade pip From 3b45cb8605574ea498bceeedae6d77c2a7935cf9 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:40:20 +0200 Subject: [PATCH 16/35] . --- .github/workflows/ci_tests.yml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.github/workflows/ci_tests.yml b/.github/workflows/ci_tests.yml index dbc1c57..f306167 100644 --- a/.github/workflows/ci_tests.yml +++ b/.github/workflows/ci_tests.yml @@ -24,7 +24,7 @@ jobs: - name: Install system packages run: | sudo apt update - sudo apt install libudunits2-dev + sudo apt install libudunits2-dev libgeos-dev libproj-dev proj-data proj-bin - name: Install dependencies run: | python -m pip install --upgrade pip From 83ca96743ac8e4fcb68c8efec2752f476a07a797 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:42:58 +0200 Subject: [PATCH 17/35] . --- setup.cfg | 1 + 1 file changed, 1 insertion(+) diff --git a/setup.cfg b/setup.cfg index 0defca2..0cdc8d5 100644 --- a/setup.cfg +++ b/setup.cfg @@ -26,6 +26,7 @@ install_requires = numpy >= 1.13 importlib-metadata >= 3.6; python_version < "3.10" xarray + netcdf4 cfunits package_dir = =src From dc3c47fef6c3edc51d01fe4e3262bab129fdedbd Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:44:53 +0200 Subject: [PATCH 18/35] . --- .github/workflows/ci_tests.yml | 2 +- tests/test_CSVTimeSeriesReader.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/.github/workflows/ci_tests.yml b/.github/workflows/ci_tests.yml index f306167..dbc1c57 100644 --- a/.github/workflows/ci_tests.yml +++ b/.github/workflows/ci_tests.yml @@ -24,7 +24,7 @@ jobs: - name: Install system packages run: | sudo apt update - sudo apt install libudunits2-dev libgeos-dev libproj-dev proj-data proj-bin + sudo apt install libudunits2-dev - name: Install dependencies run: | python -m pip install --upgrade pip diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 9d6f15e..eb3a229 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -490,7 +490,7 @@ def test_relaltitude_filter_1(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, - filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "/lustre/storeB/project/fou/kl/emep/Auxiliary/topography.nc", rdiff=0)], + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=0)], columns={ "variable": 0, "station": 1, From 9a459d900c8f846e05b354ffe57a32f02ba9623c Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 15:54:09 +0200 Subject: [PATCH 19/35] Add second test data file --- tests/test_CSVTimeSeriesReader.py | 6 +++--- tests/testdata/datadir_elevation/orography.nc | Bin 0 -> 77841 bytes 2 files changed, 3 insertions(+), 3 deletions(-) create mode 100644 tests/testdata/datadir_elevation/orography.nc diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index eb3a229..912e346 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -486,7 +486,7 @@ def test_altitude_filter_3(self): ) as ts: self.assertEqual(len(ts.stations()), 1) - def test_relaltitude_filter_1(self): + def test_relaltitude_filter_emep_1(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, @@ -514,7 +514,7 @@ def test_relaltitude_filter_1(self): # Since rtol = 0, no station should be included. self.assertEqual(len(ts.stations()), 0) - def test_relaltitude_filter_2(self): + def test_relaltitude_filter_emep_2(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, @@ -537,7 +537,7 @@ def test_relaltitude_filter_2(self): # At rdiff = 0.89, only the first station should be included. self.assertEqual(len(ts.stations()), 1) - def test_relaltitude_filter_3(self): + def test_relaltitude_filter_emep_3(self): engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename=self.elevation_file, diff --git a/tests/testdata/datadir_elevation/orography.nc b/tests/testdata/datadir_elevation/orography.nc new file mode 100644 index 0000000000000000000000000000000000000000..b776b1b41b8998f5c37c73c4d07c5e19270d1e54 GIT binary patch literal 77841 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709e9bf035b3ac1fbb41dfb30c7648654b80c9f8 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:02:28 +0200 Subject: [PATCH 20/35] . --- setup.cfg | 2 +- src/pyaro/csvreader/CSVTimeseriesReader.py | 2 +- tests/test_CSVTimeSeriesReader.py | 71 +++++++++++++++++++++- 3 files changed, 71 insertions(+), 4 deletions(-) diff --git a/setup.cfg b/setup.cfg index 0cdc8d5..812b8b7 100644 --- a/setup.cfg +++ b/setup.cfg @@ -27,7 +27,7 @@ install_requires = importlib-metadata >= 3.6; python_version < "3.10" xarray netcdf4 - cfunits + cf-units package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader diff --git a/src/pyaro/csvreader/CSVTimeseriesReader.py b/src/pyaro/csvreader/CSVTimeseriesReader.py index 4b0833c..07120f8 100644 --- a/src/pyaro/csvreader/CSVTimeseriesReader.py +++ b/src/pyaro/csvreader/CSVTimeseriesReader.py @@ -180,7 +180,7 @@ def col_keys(cls): """ return cls._col_keys - def metadata(self) -> dict(): + def metadata(self) -> dict: return self._metadata def _unfiltered_data(self, varname) -> Data: diff --git a/tests/test_CSVTimeSeriesReader.py b/tests/test_CSVTimeSeriesReader.py index 912e346..81f14e7 100644 --- a/tests/test_CSVTimeSeriesReader.py +++ b/tests/test_CSVTimeSeriesReader.py @@ -534,7 +534,7 @@ def test_relaltitude_filter_emep_2(self): "flag": "0", } ) as ts: - # At rdiff = 0.89, only the first station should be included. + # At rdiff = 90, only the first station should be included. self.assertEqual(len(ts.stations()), 1) def test_relaltitude_filter_emep_3(self): @@ -557,9 +557,76 @@ def test_relaltitude_filter_emep_3(self): "flag": "0", } ) as ts: - # Since rdiff=1, all stations should be included. + # Since rdiff=300, all stations should be included. self.assertEqual(len(ts.stations()), 3) + def test_relaltitude_filter_1(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=0)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + self.assertEqual(len(ts.stations()), 0) + + def test_relaltitude_filter_2(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=90)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + # At rdiff = 90, only the first station should be included. + self.assertEqual(len(ts.stations()), 1) + + def test_relaltitude_filter_3(self): + engines = pyaro.list_timeseries_engines() + with engines["csv_timeseries"].open( + filename=self.elevation_file, + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "./tests/testdata/datadir_elevation/topography.nc", rdiff=300)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 9, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + } + ) as ts: + # Since rdiff=300, all stations should be included. + self.assertEqual(len(ts.stations()), 3) From 405d62c0d2e2d2725d17d872b0ec0214d94f06af Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:40:33 +0200 Subject: [PATCH 21/35] Tests green locally --- setup.cfg | 1 + src/pyaro/timeseries/Filter.py | 31 +++++++++--------- tests/testdata/datadir_elevation/orography.nc | Bin 77841 -> 56676 bytes 3 files changed, 17 insertions(+), 15 deletions(-) diff --git a/setup.cfg b/setup.cfg index 812b8b7..0d882e3 100644 --- a/setup.cfg +++ b/setup.cfg @@ -28,6 +28,7 @@ install_requires = xarray netcdf4 cf-units + cftime package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 9c6d41c..41a5280 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -11,7 +11,7 @@ import numpy as np import xarray as xr -import cfunits +from cf_units import Unit from .Data import Data, Flag from .Station import Station @@ -869,7 +869,12 @@ class RelativeAltitudeFilter(StationFilter): https://github.com/metno/pyaro/issues/39 """ - UNITS_METER = cfunits.Units("m") + UNITS_METER = Unit("m") + # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#latitude-coordinate + UNITS_LAT = set(["degrees_north", "degree_north", "degree_N", "degrees_N", "degreeN", "degreesN"]) + + # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate + UNITS_LON = set(["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"]) def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 1): """ @@ -904,10 +909,11 @@ def _convert_altitude_to_meters(self): If conversion isn't possible. """ # Convert altitude to meters - units = cfunits.Units(self._topography[self._topo_var].units) - if units.equivalent(self.UNITS_METER): - self._topography[self._topo_var].values = self.UNITS_METER.conform(self._topography[self._topo_var].values, units, self.UNITS_METER) - self._topography[self._topo_var]["units"] = self.UNITS_METER + units = Unit(self._topography[self._topo_var].units) + if units.is_convertible(self.UNITS_METER): + self._topography[self._topo_var].values = self.UNITS_METER.convert(self._topography[self._topo_var].values, self.UNITS_METER) + #self._topography[self._topo_var].values = self.UNITS_METER.conform(self._topography[self._topo_var].values, units, self.UNITS_METER) + self._topography[self._topo_var]["units"] = str(self.UNITS_METER) else: raise TypeError(f"Expected altitude units to be convertible to 'm', got '{units}'") @@ -919,20 +925,15 @@ def _find_lat_lon_variables(self): These are assigned to self._lat, self._lon, respectively for later use. """ for var_name in self._topography.coords: - units = cfunits.Units(self._topography[var_name].attrs.get("units", None)) - if units.istime: - self._time = var_name - continue - if units.islatitude: + unit_str = self._topography[var_name].attrs.get("units", None) + if unit_str in self.UNITS_LAT: self._lat = var_name continue - if units.islongitude: + if unit_str in self.UNITS_LON: self._lon = var_name continue - self._time = "time" - # TODO: Time does not have a unit that is parsed by cfunits. Decide what to do about it. - if any(x is None for x in [self._time, self._lat, self._lon]): + if any(x is None for x in [self._lat, self._lon]): raise ValueError(f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}") def _gridded_altitude_from_lat_lon(self, lat: float, lon: float) -> float: diff --git a/tests/testdata/datadir_elevation/orography.nc b/tests/testdata/datadir_elevation/orography.nc index b776b1b41b8998f5c37c73c4d07c5e19270d1e54..26a5acc1543697b88dbb328c5b57a3634b4fc36c 100644 GIT binary patch delta 2427 zcmZWqdr(wW7(eIi<>A7viwi=q$u$F)N0$W=5sjr4a6@^yNXewKvMVqIyDbZ%R6fWQ zAIbJr zhPdJP6m7at+aQw2ATzYR=eHV2(++5sOtw<<$in$2v_V=4><#5hQ7C`er}bIPNvF@n^qW3-v-Ycd|mj-$S_~ zoEyqkUxsEyd>{=)IS2(qhhkqWx`nB@6CovKo1U0+9$1(;&U)^3MbM^|N8pAl0Wg?gobj(=GlAlh(K-6X!>+)B&pC9VYU12Ul0Z>dLpeJm-y1PV%givct$or5wbDQoa?GK|! zncd+VVyblFrI|_&zYK$sja>1GzxTjHQR%oC+M>)P>V3M;FX3(KMQddUeFUen6hy&L zc7}$-sBSeGT_@(>y_|4Q%sz9B%^;kLrYMTMd!gZjs|Y0V+lV$7tcsc3o`3Vd5&L+5 z4u1k)-dlqc#H^SFn7aodKRBWby*q$yK$p#4>9X4y^4H#7rIG>k!tvM|5@d!4V(OuF z?%6w0vnNLt(5TCFW%s4HeKBY|*dOj_TPrLTpGWSog^QnT_kAIxaeyjQ}Gb_jyl~)&J8g;jy@I6T1M6d{GBx$a1jE{-^idQlEc&EW8yb z;CA>iZZ2`E#gO>*Y8Xk6rN=mZ;c9F5a&I1Vq1LcWy4Hd097Cwurk|A|Tc^>xF4KKY zTMMRM{#lEsdOcY3VupPAyTPDHB7)q*LrKAzVnl|LBZ33A>Pw=12g@2q>7OW7@A%no zk$mnPzC!j{z5C@obX;P|6(eXCK2p|gmh}h?&inDe)B;koWb1eViiP&OrWTNDn(8%t zyy#!}&X`8Nl94;-eQ-?_vMBOPlaaGmgwny*Z%>XRzt;&J*(LLQ)v%dgA!fr2s2 z*}{+Ii~U7=$!uTEYU(<%=IK6JeB6?cxtzuwpNf4YnV7W4dORnft8@le+_B}1*k5`T zZw{mvjrO{#y58+@ZA7eNHFU9)DXD7UEp{i*&*ziVGUg>`q@?mGhLqF{zOKURcH3?I zeOA7quG(Fn_^6|pn-|}5{GSqg+i=qSSM6CYMB#TaUedNHa%TPPOP%6pMQU{kZceZcsxCzIZXdO zx*|e)ofO9e!lL!?9|4kitVbU*FxAZd1;n-wb}BoM6k%y}<~+xyN!uHqkUM!yUV@8# zMy<`}e|eH#e2wY3qsBec!P;+OOVhNbqP)C3eZ}o_82N7}5%Uhu jRD%96PfmYJzXc^Zu}j?a3iTb`CBFLR?Eo?2t4_s#a+OIQ delta 2486 zcma)7Yfw{16yDujAY4pL1d|9zd;tM$6h#E9B`S&Wgshx4EPQg1UBR&|%N436MwME78QLU&mRO?V{J7c?hHy4CoJu|r{-#Onod(Q4X zd+#6CNOy#?&>&-fjF|LSo(L_Kx9^ntJ8(etf}gQ4#?ky7niIlEJ%$1jfdeEd5~d`Y z^tBmYKI-P$hA~E+x#o=J+yr;>M523& zaS+QuFveQg-(?zJDC+`Ca6p%ByKZv|f~g^~a4~2!X#ltpvf?v`uejRpdT-Z6cPjFO zG-84Jt~2$u>AVtz`W020AkMTZ^f}!~Cc#{_YSZF%yXBuuqJVe7t>C3X%;Ij>U{Xi| z9t&k5ZesX~F7uoDp7?1wuiyf~aV!PVup+C2%+MT~MH=em@!iJ};Y4FY1bdI5&PuCD z^{#~;PyTW<^y{&T=vuWJ7G$#7^*wYh6y2ly}6rjg0a3rS( zHrW_Jh|d9f;{4|jG}{VcX_Nt1LTQxM=+6nt@v^^_a4E_P@zFNwpB5cSn)I?1ou!v5 zKB7HFkkg6KH)%>{?Kp23%9))$PnicTYrsg&c{a-s?)9fb!evpfl$MTDV;S0!HD%4= zdvHE6p4j-7c@AAUA%_hS1!B3t+Oewbu&tu9^FUJ1wwC88oYs~#oO5NXYaKfs|2pp; zG(t>L*7RC8cOxX->T$DU19k`Zwl!eb->b4?1NIReSqU3M3i#O9DPvDA@kYYmd2w8h zbI?YPv~Pr+A(eBJ-Dz!&=r2N+D}A8atS=?7+EwhwBB-o8TK<9sX#*M35aQkgL!4u9_zgcvv6!va)2O_fo)g&z(wM+*s7muGXeG@UJUL=u@sgB}wsMpRXf( zYN2!#D}P>O7`zx|2wpz(wyj;zvMRpN02uBZLy2?UDZ%B15aMztk3i~;q)>8yIN1Ud zB8SPw(K5zJJ~ieQHmVn;!e|`4V=!louVRc7DS9HTbvBNq#y4Px(;yquQb~;3vz`XM z-gD;;m<}D>3G6G^ddyfTv_p=3CH*Z-DkCImFC5G0B9#1L{Y$=@@eo7ZyK$Wp?F0JG z%9}Z8SgbuZ&OT6%)za_8u}llxEVhuR)8&@p!}?Cy*$ES0oy5qugk;0sPfAxTo0^+V zjcJN;3(50hkAlA;vpB9zRd5ZN>%~0DDN^XgJpLM4?8Q9(0a?cJG9KSTK2SEQ?IBeR zP-+a=U?JK(Iedd%OM1?b-`-61(3x_{7gT5FbN%5g`N6(;EwNmayVt~vq~|YGn?xu$ zYavy$<&v|M`+T-s^W!T&n$wqFtEV!f{3~Yj)eP_~$?QLPj*2GanxjUk$Xk&2wQenM zlIn-BMAHhCuR<@urq$Rmaz^f2QJFx?A~uwP-+t~`(|+z&!`=BwflsEbENW-p pv!2ZSC+3=Yvdb+kHr7+_z$^lR1E+C From fb86b1e7f26bb75fba216a9d6af37a6103c3e899 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:43:26 +0200 Subject: [PATCH 22/35] Numpy 2 breaks fix --- setup.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index 0d882e3..d4394c0 100644 --- a/setup.cfg +++ b/setup.cfg @@ -23,7 +23,7 @@ url = https://pyaro.readthedocs.io [options] python_version = >=3.10 install_requires = - numpy >= 1.13 + numpy >= 1.13, <2.0.0 importlib-metadata >= 3.6; python_version < "3.10" xarray netcdf4 From da9b97fc6a8c3c70163ecf90f8f6be8077a27812 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:49:55 +0200 Subject: [PATCH 23/35] Remove code comments + model->gridded --- src/pyaro/timeseries/Filter.py | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 41a5280..0793f9a 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -876,7 +876,7 @@ class RelativeAltitudeFilter(StationFilter): # https://cfconventions.org/Data/cf-conventions/cf-conventions-1.11/cf-conventions.html#longitude-coordinate UNITS_LON = set(["degrees_east", "degree_east", "degree_E", "degrees_E", "degreeE", "degreesE"]) - def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 1): + def __init__(self, topo_file: str | None = None, topo_var: str = "topography", rdiff: float = 0): """ :param topo_file : A .nc file from which to read gridded topography data. :param topo_var : Name of variable that stores altitude. @@ -896,7 +896,6 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r self._topography = xr.open_dataset(topo_file) self._convert_altitude_to_meters() self._find_lat_lon_variables() - # TODO: Convert lat/lon to degrees? else: logger.warning("No topography data provided (topo_file='%s'). Relative elevation filtering will not be applied.", topo_file) @@ -912,7 +911,6 @@ def _convert_altitude_to_meters(self): units = Unit(self._topography[self._topo_var].units) if units.is_convertible(self.UNITS_METER): self._topography[self._topo_var].values = self.UNITS_METER.convert(self._topography[self._topo_var].values, self.UNITS_METER) - #self._topography[self._topo_var].values = self.UNITS_METER.conform(self._topography[self._topo_var].values, units, self.UNITS_METER) self._topography[self._topo_var]["units"] = str(self.UNITS_METER) else: raise TypeError(f"Expected altitude units to be convertible to 'm', got '{units}'") @@ -950,7 +948,7 @@ def _is_close(self, altmod: float, altobs: float) -> bool: Function to check if two altitudes are within a relative tolerance of each other. - :param altmod : Model altitude (in meters). + :param altmod : Gridded altitude (in meters). :param altobs : Observation / station altitude (in meters). :returns : From 102a5c520d496577cf25b6e1f622ba2bcd1bcaf7 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:52:55 +0200 Subject: [PATCH 24/35] . --- src/pyaro/timeseries/Filter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 0793f9a..9f19304 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -917,7 +917,7 @@ def _convert_altitude_to_meters(self): def _find_lat_lon_variables(self): """ - Determines the names of variables which represent the time, latitude and longitude + Determines the names of variables which represent the latitude and longitude dimensions in the topography data. These are assigned to self._lat, self._lon, respectively for later use. From 0e7a6f2febbd2df202a1acc486324c0f9498b248 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Thu, 5 Sep 2024 16:56:00 +0200 Subject: [PATCH 25/35] . --- src/pyaro/timeseries/Filter.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 9f19304..3235b9b 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -943,19 +943,19 @@ def _gridded_altitude_from_lat_lon(self, lat: float, lon: float) -> float: return float(altitude) - def _is_close(self, altmod: float, altobs: float) -> bool: + def _is_close(self, alt_gridded: float, alt_station: float) -> bool: """ Function to check if two altitudes are within a relative tolerance of each other. - :param altmod : Gridded altitude (in meters). - :param altobs : Observation / station altitude (in meters). + :param alt_gridded : Gridded altitude (in meters). + :param alt_station : Observation / station altitude (in meters). :returns : - True if the values are close with station altitude as the reference - value. + True if the absolute difference between alt_gridded and alt_station is + <= self._rdiff """ - return abs(altmod-altobs) <= self._rdiff + return abs(alt_gridded-alt_station) <= self._rdiff def init_kwargs(self): return { From b79c5c2cc4cc6261d4ae50c726984dd0c74730a3 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:28:53 +0200 Subject: [PATCH 26/35] Make dependencies optional --- setup.cfg | 16 +++++++++++----- src/pyaro/timeseries/Filter.py | 21 ++++++++++++++++++--- 2 files changed, 29 insertions(+), 8 deletions(-) diff --git a/setup.cfg b/setup.cfg index d4394c0..074047f 100644 --- a/setup.cfg +++ b/setup.cfg @@ -25,14 +25,20 @@ python_version = >=3.10 install_requires = numpy >= 1.13, <2.0.0 importlib-metadata >= 3.6; python_version < "3.10" - xarray - netcdf4 - cf-units - cftime package_dir = =src packages = pyaro, pyaro.timeseries, pyaro.csvreader -test_require = tox:tox +test_require = + tox:tox + cf-units + xarray + netcdf4 + +[options.extras_require] +relalt = + cf-units + xarray + netcdf4 [tox:tox] min_version = 4.0 diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 3235b9b..963c5df 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -6,16 +6,21 @@ from datetime import datetime import inspect import re +import sys import types -from typing import Any import numpy as np -import xarray as xr -from cf_units import Unit from .Data import Data, Flag from .Station import Station +try: + # Optional dependencies required for relative altitude filter. + import xarray as xr + from cf_units import Unit +except ImportError: + pass + logger = logging.getLogger(__name__) class Filter(abc.ABC): @@ -886,7 +891,17 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r ----- - Stations will be kept if abs(altobs-altmod) <= rdiff. - Stations will not be kept if station altitude is NaN. + + Note: + ----- + This filter requires additional dependencies (xarray, netcdf4, cf-units) to function. These can be installed + with `pip install .[relalt] """ + if "cf_units" not in sys.modules: + logger.warning("relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter.") + if "xarray" not in sys.modules: + logger.warning("relaltitude filter is missing required dependency 'xarray'. Please install to use this filter.") + self._topo_file = topo_file self._topo_var = topo_var self._rdiff = rdiff From 6717392d8e39404734546abe83645d5eeb572a2f Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:31:06 +0200 Subject: [PATCH 27/35] Oopsie --- setup.cfg | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/setup.cfg b/setup.cfg index 074047f..75ed4d1 100644 --- a/setup.cfg +++ b/setup.cfg @@ -30,9 +30,6 @@ package_dir = packages = pyaro, pyaro.timeseries, pyaro.csvreader test_require = tox:tox - cf-units - xarray - netcdf4 [options.extras_require] relalt = @@ -48,6 +45,9 @@ env_list = py310 depends = pandas + cf-units + xarray + netcdf4 [testenv] commands = python3 -m unittest discover -s tests From e557496cfd9bbeda9ca62de46be82559cd87e2ca Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:35:26 +0200 Subject: [PATCH 28/35] . --- setup.cfg | 3 ++- src/pyaro/timeseries/Filter.py | 2 +- 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/setup.cfg b/setup.cfg index 75ed4d1..85e51a9 100644 --- a/setup.cfg +++ b/setup.cfg @@ -32,7 +32,8 @@ test_require = tox:tox [options.extras_require] -relalt = +optional = + pandas cf-units xarray netcdf4 diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 963c5df..8e8ac8e 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -895,7 +895,7 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r Note: ----- This filter requires additional dependencies (xarray, netcdf4, cf-units) to function. These can be installed - with `pip install .[relalt] + with `pip install .[optional] """ if "cf_units" not in sys.modules: logger.warning("relaltitude filter is missing required dependency 'cf-units'. Please install to use this filter.") From f79683ccd26e2b44b700054093d7ac35ef8abf73 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:40:35 +0200 Subject: [PATCH 29/35] . --- setup.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index 85e51a9..aabdbf4 100644 --- a/setup.cfg +++ b/setup.cfg @@ -44,7 +44,7 @@ env_list = py312 py311 py310 -depends = +deps = pandas cf-units xarray From 0b5d8edd302ad023fc3f7418ef746932ee704fe0 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:42:39 +0200 Subject: [PATCH 30/35] . --- setup.cfg | 6 +----- 1 file changed, 1 insertion(+), 5 deletions(-) diff --git a/setup.cfg b/setup.cfg index aabdbf4..fa7639b 100644 --- a/setup.cfg +++ b/setup.cfg @@ -44,11 +44,7 @@ env_list = py312 py311 py310 -deps = - pandas - cf-units - xarray - netcdf4 +extras = optional [testenv] commands = python3 -m unittest discover -s tests From cd1dfc92d132e56e629fd97a3c8ce48d3cac56eb Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 08:46:41 +0200 Subject: [PATCH 31/35] ... --- setup.cfg | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.cfg b/setup.cfg index fa7639b..266766e 100644 --- a/setup.cfg +++ b/setup.cfg @@ -44,10 +44,10 @@ env_list = py312 py311 py310 -extras = optional [testenv] commands = python3 -m unittest discover -s tests +extras = optional [options.entry_points] From b3742f4e4179c616ee578cfddeb5b0bf7d055425 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 09:14:58 +0200 Subject: [PATCH 32/35] Exclude stations outside grid bounding bocks --- src/pyaro/timeseries/Filter.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 8e8ac8e..96f62a8 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -911,6 +911,7 @@ def __init__(self, topo_file: str | None = None, topo_var: str = "topography", r self._topography = xr.open_dataset(topo_file) self._convert_altitude_to_meters() self._find_lat_lon_variables() + self._extract_bounding_box() else: logger.warning("No topography data provided (topo_file='%s'). Relative elevation filtering will not be applied.", topo_file) @@ -949,6 +950,16 @@ def _find_lat_lon_variables(self): if any(x is None for x in [self._lat, self._lon]): raise ValueError(f"Required variable names for lat, lon dimensions could not be found in file '{self._topo_file}") + def _extract_bounding_box(self): + """ + Extract the bounding box of the grid. + """ + self._boundary_west = float(self._topography[self._lon].min()) + self._boundary_east = float(self._topography[self._lon].max()) + self._boundary_south = float(self._topography[self._lat].min()) + self._boundary_north = float(self._topography[self._lat].max()) + logger.info("Bounding box (NESW): %.2f, %.2f, %.2f, %.2f", self._boundary_north, self._boundary_east, self._boundary_south, self._boundary_west) + def _gridded_altitude_from_lat_lon(self, lat: float, lon: float) -> float: # TODO: Include a tolerance? data = self._topography.sel({self._lat: lat, self._lon: lon}, method="nearest") @@ -992,6 +1003,10 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: lat = station["latitude"] lon = station["longitude"] + if lon < self._boundary_west or lon > self._boundary_east or lat < self._boundary_south or lat > self._boundary_north: + logger.warning("Station '%s' (lat=%.2f, lon=%.2f) lies outside topography bounding box. It has been removed.", name, lat, lon) + continue + altobs = station["altitude"] topo = self._gridded_altitude_from_lat_lon(lat, lon) From 600865ac339aea146329a0b25b6e682a80aff472 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 09:52:46 +0200 Subject: [PATCH 33/35] Add benchmark --- scripts/benchmark_relalt_filter.py | 49 ++++++++++++++++++++++++++++++ 1 file changed, 49 insertions(+) create mode 100644 scripts/benchmark_relalt_filter.py diff --git a/scripts/benchmark_relalt_filter.py b/scripts/benchmark_relalt_filter.py new file mode 100644 index 0000000..239661d --- /dev/null +++ b/scripts/benchmark_relalt_filter.py @@ -0,0 +1,49 @@ +import pyaro +import csv +import time +import random +import os + +# Generate test-data +if not os.path.exists("tmp_data.csv"): + with open("tmp_data.csv", "w", newline='') as csvfile: + writer = csv.writer(csvfile) + variable = "NOx" + unit = "Gg" + for i in range(75000): + name = f"station{i}" + lat = random.uniform(30.05, 81.95) + lon = random.uniform(-29.95, 89.95) + value = random.uniform(0, 1) + altitude = random.randrange(0, 1000) + start_time = "1997-01-01 00:00:00" + end_time = "1997-01-02 00:00:00" + + + writer.writerow((variable, name, lat, lon, value, unit, start_time, end_time, altitude)) + +# Benchmark +engines = pyaro.list_timeseries_engines() +with engines["csv_timeseries"].open( + filename="tmp_data.csv", + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "../tests/testdata/datadir_elevation/topography.nc", rdiff=90)], + columns={ + "variable": 0, + "station": 1, + "longitude": 2, + "latitude": 3, + "value": 4, + "units": 5, + "start_time": 6, + "end_time": 7, + "altitude": 8, + "country": "NO", + "standard_deviation": "NaN", + "flag": "0", + }) as ts: + start_time = time.perf_counter() + ts.stations() + end_time = time.perf_counter() + + +print(f"Total time: {end_time-start_time:.3f} seconds") From 82df240f1f3b928b7de27550c4cdfa001148b0ab Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 12:45:31 +0200 Subject: [PATCH 34/35] Optimized code: benchmark from 27.133s->0.067s --- scripts/benchmark_relalt_filter.py | 5 ++-- src/pyaro/timeseries/Filter.py | 47 ++++++++++++++++++------------ 2 files changed, 31 insertions(+), 21 deletions(-) diff --git a/scripts/benchmark_relalt_filter.py b/scripts/benchmark_relalt_filter.py index 239661d..d9c3e71 100644 --- a/scripts/benchmark_relalt_filter.py +++ b/scripts/benchmark_relalt_filter.py @@ -20,13 +20,14 @@ end_time = "1997-01-02 00:00:00" - writer.writerow((variable, name, lat, lon, value, unit, start_time, end_time, altitude)) + writer.writerow((variable, name, lon, lat, value, unit, start_time, end_time, altitude)) # Benchmark engines = pyaro.list_timeseries_engines() with engines["csv_timeseries"].open( filename="tmp_data.csv", - filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "../tests/testdata/datadir_elevation/topography.nc", rdiff=90)], + #filters=[pyaro.timeseries.filters.get("altitude", min_altitude=200)], # 0.023s + filters=[pyaro.timeseries.filters.get("relaltitude", topo_file = "../tests/testdata/datadir_elevation/topography.nc", rdiff=90)], # 27.133s columns={ "variable": 0, "station": 1, diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 96f62a8..865e66b 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -960,16 +960,12 @@ def _extract_bounding_box(self): self._boundary_north = float(self._topography[self._lat].max()) logger.info("Bounding box (NESW): %.2f, %.2f, %.2f, %.2f", self._boundary_north, self._boundary_east, self._boundary_south, self._boundary_west) - def _gridded_altitude_from_lat_lon(self, lat: float, lon: float) -> float: - # TODO: Include a tolerance? - data = self._topography.sel({self._lat: lat, self._lon: lon}, method="nearest") - - # Should not vary in time too much so picking the first one here. - altitude = data[self._topo_var][0] + def _gridded_altitude_from_lat_lon(self, lat: np.ndarray, lon: np.ndarray) -> np.ndarray: + altitude = self._topography.sel({"lat": xr.DataArray(lat, dims="latlon"), "lon": xr.DataArray(lon, dims="latlon")}, method="nearest") - return float(altitude) + return altitude[self._topo_var].values[0] - def _is_close(self, alt_gridded: float, alt_station: float) -> bool: + def _is_close(self, alt_gridded: np.ndarray, alt_station: np.ndarray) -> np.ndarray[bool]: """ Function to check if two altitudes are within a relative tolerance of each other. @@ -981,7 +977,7 @@ def _is_close(self, alt_gridded: float, alt_station: float) -> bool: True if the absolute difference between alt_gridded and alt_station is <= self._rdiff """ - return abs(alt_gridded-alt_station) <= self._rdiff + return np.abs(alt_gridded-alt_station) <= self._rdiff def init_kwargs(self): return { @@ -999,18 +995,31 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: filtered_stations = dict() + names: list[str] = [] + lats: list[float] = [] + lons: list[float] = [] + alts: list[float] = [] for name, station in stations.items(): - lat = station["latitude"] - lon = station["longitude"] + names.append(name) + lats.append(station["latitude"]) + lons.append(station["longitude"]) + alts.append(station["altitude"]) - if lon < self._boundary_west or lon > self._boundary_east or lat < self._boundary_south or lat > self._boundary_north: - logger.warning("Station '%s' (lat=%.2f, lon=%.2f) lies outside topography bounding box. It has been removed.", name, lat, lon) - continue + names = np.array(names) + lats = np.array(lats) + lons = np.array(lons) + alts = np.array(alts) + + out_of_bounds_mask = np.logical_or(np.logical_or(lons < self._boundary_west, lons > self._boundary_east), np.logical_or(lats < self._boundary_south, lats > self._boundary_north)) + if np.sum(out_of_bounds_mask) > 0: + logger.warning("Some stations were removed due to being out of bounds of the gridded topography") + + topo = self._gridded_altitude_from_lat_lon(lats, lons) + + within_rdiff_mask = self._is_close(topo, alts) - altobs = station["altitude"] - topo = self._gridded_altitude_from_lat_lon(lat, lon) + mask = np.logical_and(~out_of_bounds_mask, within_rdiff_mask) - if not math.isnan(altobs) and self._is_close(topo, altobs): - filtered_stations[name] = station + selected_names = names[mask] - return filtered_stations + return {name: stations[name] for name in selected_names} \ No newline at end of file From a69a48dbd60ca0da79d6eeb3314fbdcd00e0b065 Mon Sep 17 00:00:00 2001 From: thorbjoernl <51087536+thorbjoernl@users.noreply.github.com> Date: Fri, 6 Sep 2024 12:55:36 +0200 Subject: [PATCH 35/35] Preallocate numpy arrays --- src/pyaro/timeseries/Filter.py | 27 +++++++++++---------------- 1 file changed, 11 insertions(+), 16 deletions(-) diff --git a/src/pyaro/timeseries/Filter.py b/src/pyaro/timeseries/Filter.py index 865e66b..ac8d763 100644 --- a/src/pyaro/timeseries/Filter.py +++ b/src/pyaro/timeseries/Filter.py @@ -993,22 +993,17 @@ def filter_stations(self, stations: dict[str, Station]) -> dict[str, Station]: if self._topography is None: return stations - filtered_stations = dict() - - names: list[str] = [] - lats: list[float] = [] - lons: list[float] = [] - alts: list[float] = [] - for name, station in stations.items(): - names.append(name) - lats.append(station["latitude"]) - lons.append(station["longitude"]) - alts.append(station["altitude"]) - - names = np.array(names) - lats = np.array(lats) - lons = np.array(lons) - alts = np.array(alts) + names = np.ndarray(len(stations), dtype=np.dtypes.StrDType) + lats = np.ndarray(len(stations), dtype=np.float64) + lons = np.ndarray(len(stations), dtype=np.float64) + alts = np.ndarray(len(stations), dtype=np.float64) + + for i, name in enumerate(stations): + station = stations[name] + names[i] = name + lats[i] = station["latitude"] + lons[i] = station["longitude"] + alts[i] = station["altitude"] out_of_bounds_mask = np.logical_or(np.logical_or(lons < self._boundary_west, lons > self._boundary_east), np.logical_or(lats < self._boundary_south, lats > self._boundary_north)) if np.sum(out_of_bounds_mask) > 0:

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