From 0264ea242a4d64ccc52e9887c603484601e42946 Mon Sep 17 00:00:00 2001
From: roger-lcc <lccrogerlove@gmail.com>
Date: Thu, 21 Apr 2022 13:33:19 +0800
Subject: [PATCH 01/43] test

---
 benchmarks/benchmarks/solarposition.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index cddf8bed..71bc3070 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -101,9 +101,9 @@ def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
             self.times_daily, self.lat, self.lon, declination,
             equationoftime)
 
-    # def time_sun_rise_set_transit_ephem(self, ndays):
-    #     solarposition.sun_rise_set_transit_ephem(
-    #         self.times_daily, self.lat, self.lon)
+    def time_sun_rise_set_transit_ephem(self, ndays):
+        solarposition.sun_rise_set_transit_ephem(
+            self.times_daily, self.lat, self.lon)
 
 
 class SolarPositionCalcTime:

From 9964ff3a565a495a6fd7197cbded24f1304cf010 Mon Sep 17 00:00:00 2001
From: roger-lcc <lccrogerlove@gmail.com>
Date: Thu, 21 Apr 2022 13:44:11 +0800
Subject: [PATCH 02/43] test

---
 benchmarks/benchmarks/soiling.py             |   3 +
 benchmarks/benchmarks/solarposition.py       | 256 +++++++++----------
 benchmarks/benchmarks/solarposition_numba.py |  92 +++----
 3 files changed, 177 insertions(+), 174 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 8d364925..61cec43b 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -20,6 +20,9 @@ def time_hsu(self, ndays):
         cleaningthreshold = 0.5
         soiling.hsu(self.rainfall, cleaningthreshold,
                     self.tilt, self.pm2_5, self.pm10)
+        
+    def time_test(self, nadys):
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25
diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 71bc3070..76ac5d44 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -1,128 +1,128 @@
-"""
-ASV benchmarks for solarposition.py
-"""
-
-import datetime
-import pandas as pd
-import pvlib
-from pvlib import solarposition
-
-from pkg_resources import parse_version
-
-
-if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-else:
-    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-
-
-class SolarPositionSlow:
-    params = [1, 10, 100]  # number of days
-    param_names = ['ndays']
-
-    def setup(self, ndays):
-        self.times_localized = pd.date_range(
-            start='20180601', freq='1min',
-            periods=1440 * ndays, tz='Etc/GMT+7')
-        self.lat = 35.1
-        self.lon = -106.6
-
-    # GH 512
-    def time_ephemeris_localized(self, ndays):
-        solarposition.ephemeris(self.times_localized, self.lat, self.lon)
-
-    def time_spa_python(self, ndays):
-        solarposition.spa_python(self.times_localized, self.lat, self.lon)
-
-    def time_pyephem(self, ndays):
-        solarposition.pyephem(self.times_localized, self.lat, self.lon)
-
-    def time_nrel_earthsun_distance(self, ndays):
-        solarposition.nrel_earthsun_distance(self.times_localized)
-
-    def time_pyephem_earthsun_distance(self, ndays):
-        solarposition.pyephem_earthsun_distance(self.times_localized)
-
-
-class SolarPositionFast:
-    params = [1, 365 * 10, 365 * 100]
-    param_names = ['ndays']  # provide informative names for the parameters
-
-    def setup(self, ndays):
-        self.lat = 35.1
-        self.lon = -106.6
-        self.times_daily = pd.date_range(
-            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-
-    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        declination = solarposition.declination_spencer71(dayofyear)
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        solarposition.sun_rise_set_transit_geometric(
-            self.times_daily, self.lat, self.lon, declination,
-            equationoftime)
-
-    def time__local_times_from_hours_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        hourangle = solarposition.hour_angle(self.times_daily,
-                                             self.lon, equationoftime)
-        solarposition._hour_angle_to_hours(self.times_daily,
-                                           hourangle, self.lon, equationoftime)
-
-    def time_solar_azimuth_analytical_full_comparison(self, nadys):
-        dayofyear = self.times_daily.dayofyear
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        declination = solarposition.declination_spencer71(dayofyear)
-        hourangle = solarposition.hour_angle(self.times_daily,
-                                             self.lon, equationoftime)
-        zenith = solarposition.solar_zenith_analytical(self.lat,
-                                                       hourangle, declination)
-        solarposition.solar_azimuth_analytical(self.lat,
-                                               hourangle, declination, zenith)
-
-    def time_calculate_simple_day_angle(self, ndays):
-        solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
-
-    def time_equation_of_time_pvcdrom(self, ndays):
-        solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
-
-    def time_declination_cooper69(self, ndays):
-        solarposition.declination_cooper69(self.times_daily.dayofyear)
-
-    def time_sun_rise_set_transit_spa(self, ndays):
-        sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
-
-    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        declination = solarposition.declination_spencer71(dayofyear)
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        solarposition.sun_rise_set_transit_geometric(
-            self.times_daily, self.lat, self.lon, declination,
-            equationoftime)
-
-    def time_sun_rise_set_transit_ephem(self, ndays):
-        solarposition.sun_rise_set_transit_ephem(
-            self.times_daily, self.lat, self.lon)
-
-
-class SolarPositionCalcTime:
-
-    def setup(self):
-        # test calc_time for finding times at which sun is 3 degrees
-        # above the horizon.
-        # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
-        # according to google.
-        self.start = datetime.datetime(2020, 9, 14, 12)
-        self.end = datetime.datetime(2020, 9, 14, 15)
-        self.value = 0.05235987755982988
-        self.lat = 32.2
-        self.lon = -110.9
-        self.attribute = 'alt'
-
-    def time_calc_time(self):
-        # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
-        solarposition.calc_time(
-            self.start, self.end, self.lat, self.lon, self.attribute,
-            self.value
-        )
+# """
+# ASV benchmarks for solarposition.py
+# """
+#
+# import datetime
+# import pandas as pd
+# import pvlib
+# from pvlib import solarposition
+#
+# from pkg_resources import parse_version
+#
+#
+# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+# else:
+#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+#
+#
+# class SolarPositionSlow:
+#     params = [1, 10, 100]  # number of days
+#     param_names = ['ndays']
+#
+#     def setup(self, ndays):
+#         self.times_localized = pd.date_range(
+#             start='20180601', freq='1min',
+#             periods=1440 * ndays, tz='Etc/GMT+7')
+#         self.lat = 35.1
+#         self.lon = -106.6
+#
+#     # GH 512
+#     def time_ephemeris_localized(self, ndays):
+#         solarposition.ephemeris(self.times_localized, self.lat, self.lon)
+#
+#     def time_spa_python(self, ndays):
+#         solarposition.spa_python(self.times_localized, self.lat, self.lon)
+#
+#     def time_pyephem(self, ndays):
+#         solarposition.pyephem(self.times_localized, self.lat, self.lon)
+#
+#     def time_nrel_earthsun_distance(self, ndays):
+#         solarposition.nrel_earthsun_distance(self.times_localized)
+#
+#     def time_pyephem_earthsun_distance(self, ndays):
+#         solarposition.pyephem_earthsun_distance(self.times_localized)
+#
+#
+# class SolarPositionFast:
+#     params = [1, 365 * 10, 365 * 100]
+#     param_names = ['ndays']  # provide informative names for the parameters
+#
+#     def setup(self, ndays):
+#         self.lat = 35.1
+#         self.lon = -106.6
+#         self.times_daily = pd.date_range(
+#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+#
+#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         solarposition.sun_rise_set_transit_geometric(
+#             self.times_daily, self.lat, self.lon, declination,
+#             equationoftime)
+#
+#     def time__local_times_from_hours_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         hourangle = solarposition.hour_angle(self.times_daily,
+#                                              self.lon, equationoftime)
+#         solarposition._hour_angle_to_hours(self.times_daily,
+#                                            hourangle, self.lon, equationoftime)
+#
+#     def time_solar_azimuth_analytical_full_comparison(self, nadys):
+#         dayofyear = self.times_daily.dayofyear
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         hourangle = solarposition.hour_angle(self.times_daily,
+#                                              self.lon, equationoftime)
+#         zenith = solarposition.solar_zenith_analytical(self.lat,
+#                                                        hourangle, declination)
+#         solarposition.solar_azimuth_analytical(self.lat,
+#                                                hourangle, declination, zenith)
+#
+#     def time_calculate_simple_day_angle(self, ndays):
+#         solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
+#
+#     def time_equation_of_time_pvcdrom(self, ndays):
+#         solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
+#
+#     def time_declination_cooper69(self, ndays):
+#         solarposition.declination_cooper69(self.times_daily.dayofyear)
+#
+#     def time_sun_rise_set_transit_spa(self, ndays):
+#         sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
+#
+#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         solarposition.sun_rise_set_transit_geometric(
+#             self.times_daily, self.lat, self.lon, declination,
+#             equationoftime)
+#
+#     def time_sun_rise_set_transit_ephem(self, ndays):
+#         solarposition.sun_rise_set_transit_ephem(
+#             self.times_daily, self.lat, self.lon)
+#
+#
+# class SolarPositionCalcTime:
+#
+#     def setup(self):
+#         # test calc_time for finding times at which sun is 3 degrees
+#         # above the horizon.
+#         # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
+#         # according to google.
+#         self.start = datetime.datetime(2020, 9, 14, 12)
+#         self.end = datetime.datetime(2020, 9, 14, 15)
+#         self.value = 0.05235987755982988
+#         self.lat = 32.2
+#         self.lon = -110.9
+#         self.attribute = 'alt'
+#
+#     def time_calc_time(self):
+#         # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
+#         solarposition.calc_time(
+#             self.start, self.end, self.lat, self.lon, self.attribute,
+#             self.value
+#         )
diff --git a/benchmarks/benchmarks/solarposition_numba.py b/benchmarks/benchmarks/solarposition_numba.py
index bcadfd18..44416f6f 100644
--- a/benchmarks/benchmarks/solarposition_numba.py
+++ b/benchmarks/benchmarks/solarposition_numba.py
@@ -1,46 +1,46 @@
-"""ASV benchmarks for solarposition.py using numba.
-
-We use a separate module so that we can control the pvlib import process
-using an environment variable. This will force pvlib to compile the numba
-code during setup.
-
-Try to keep relevant sections in sync with benchmarks/solarposition.py
-"""
-
-from pkg_resources import parse_version
-import pandas as pd
-
-import os
-os.environ['PVLIB_USE_NUMBA'] = '1'
-
-
-import pvlib  # NOQA: E402
-from pvlib import solarposition  # NOQA: E402
-
-
-if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-else:
-    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-
-
-class SolarPositionNumba:
-    params = [1, 10, 100]  # number of days
-    param_names = ['ndays']
-
-    def setup(self, ndays):
-        self.times = pd.date_range(start='20180601', freq='1min',
-                                   periods=1440*ndays)
-        self.times_localized = self.times.tz_localize('Etc/GMT+7')
-        self.lat = 35.1
-        self.lon = -106.6
-        self.times_daily = pd.date_range(
-            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-
-    def time_spa_python(self, ndays):
-        solarposition.spa_python(
-            self.times_localized, self.lat, self.lon, how='numba')
-
-    def time_sun_rise_set_transit_spa(self, ndays):
-        sun_rise_set_transit_spa(
-            self.times_daily, self.lat, self.lon, how='numba')
+# """ASV benchmarks for solarposition.py using numba.
+#
+# We use a separate module so that we can control the pvlib import process
+# using an environment variable. This will force pvlib to compile the numba
+# code during setup.
+#
+# Try to keep relevant sections in sync with benchmarks/solarposition.py
+# """
+#
+# from pkg_resources import parse_version
+# import pandas as pd
+#
+# import os
+# os.environ['PVLIB_USE_NUMBA'] = '1'
+#
+#
+# import pvlib  # NOQA: E402
+# from pvlib import solarposition  # NOQA: E402
+#
+#
+# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+# else:
+#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+#
+#
+# class SolarPositionNumba:
+#     params = [1, 10, 100]  # number of days
+#     param_names = ['ndays']
+#
+#     def setup(self, ndays):
+#         self.times = pd.date_range(start='20180601', freq='1min',
+#                                    periods=1440*ndays)
+#         self.times_localized = self.times.tz_localize('Etc/GMT+7')
+#         self.lat = 35.1
+#         self.lon = -106.6
+#         self.times_daily = pd.date_range(
+#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+#
+#     def time_spa_python(self, ndays):
+#         solarposition.spa_python(
+#             self.times_localized, self.lat, self.lon, how='numba')
+#
+#     def time_sun_rise_set_transit_spa(self, ndays):
+#         sun_rise_set_transit_spa(
+#             self.times_daily, self.lat, self.lon, how='numba')

From 614c3d4c836d3b948def4895f8289e1e2fb2b931 Mon Sep 17 00:00:00 2001
From: roger-lcc <lccrogerlove@gmail.com>
Date: Thu, 21 Apr 2022 16:15:23 +0800
Subject: [PATCH 03/43] test

---
 benchmarks/benchmarks/soiling.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 61cec43b..f489ea4f 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -20,9 +20,9 @@ def time_hsu(self, ndays):
         cleaningthreshold = 0.5
         soiling.hsu(self.rainfall, cleaningthreshold,
                     self.tilt, self.pm2_5, self.pm10)
-        
+
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall, )
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 10aedb00d379b4e2e744e4e965855fb425f6c4dd Mon Sep 17 00:00:00 2001
From: roger-lcc <lccrogerlove@gmail.com>
Date: Thu, 21 Apr 2022 16:35:20 +0800
Subject: [PATCH 04/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index f489ea4f..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall, )
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 6816bbb4a396800eba53541c2625a5fd050c21be Mon Sep 17 00:00:00 2001
From: roger-lcc <lccrogerlove@gmail.com>
Date: Thu, 21 Apr 2022 16:48:29 +0800
Subject: [PATCH 05/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..3d903e59 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall,)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 476a7aa326ee137fa089dccde8f11056c364a763 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 22:19:47 +0800
Subject: [PATCH 06/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 3d903e59..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall,)
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 61ae7210f49b9d4f11845a411a9804fe6c41c3c8 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 22:32:02 +0800
Subject: [PATCH 07/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..f489ea4f 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall, )
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 634bef70d2a9e4847221290a78a31b36577eb137 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 22:43:35 +0800
Subject: [PATCH 08/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index f489ea4f..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall, )
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From af81912c7f5170f6073d81a41e621481eab1c6df Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 23:32:10 +0800
Subject: [PATCH 09/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..f489ea4f 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall, )
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From e9eee8ea3e38afa20afd85dc7e3b99ba035e0315 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 23:39:18 +0800
Subject: [PATCH 10/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index f489ea4f..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall, )
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From c6feaed2411283b2137344c49f136b299ea7763b Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Fri, 22 Apr 2022 23:51:25 +0800
Subject: [PATCH 11/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..f489ea4f 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall, )
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From e48929f70c2ceb99958fc7b1422f04abad12387a Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 00:00:49 +0800
Subject: [PATCH 12/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index f489ea4f..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall, )
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From ab03f7498daab2dcd99c576191bc4ddb5f719815 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 00:13:10 +0800
Subject: [PATCH 13/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..f489ea4f 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
+        soiling.hsu(self.rainfall, )
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 8cba5e3331d7d580c562f9f4465a3d1a576779ed Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 00:17:24 +0800
Subject: [PATCH 14/43] test

---
 benchmarks/benchmarks/soiling.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index f489ea4f..b49004c7 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -22,7 +22,7 @@ def time_hsu(self, ndays):
                     self.tilt, self.pm2_5, self.pm10)
 
     def time_test(self, nadys):
-        soiling.hsu(self.rainfall, )
+        soiling.hsu(self.rainfall)
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25

From 527ebb2e08a9a38c3161dbe2be5f62dc24cee1c1 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 00:21:49 +0800
Subject: [PATCH 15/43] test

---
 benchmarks/benchmarks/soiling.py | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index b49004c7..8d364925 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -21,9 +21,6 @@ def time_hsu(self, ndays):
         soiling.hsu(self.rainfall, cleaningthreshold,
                     self.tilt, self.pm2_5, self.pm10)
 
-    def time_test(self, nadys):
-        soiling.hsu(self.rainfall)
-
     def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
\ No newline at end of file

From 7aa26c9a49dea6c67de813cbcc4ce9bcc8caf43e Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 00:38:55 +0800
Subject: [PATCH 16/43] test

---
 benchmarks/benchmarks/solarposition.py       | 256 +++++++++----------
 benchmarks/benchmarks/solarposition_numba.py |  92 +++----
 2 files changed, 174 insertions(+), 174 deletions(-)

diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 76ac5d44..71bc3070 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -1,128 +1,128 @@
-# """
-# ASV benchmarks for solarposition.py
-# """
-#
-# import datetime
-# import pandas as pd
-# import pvlib
-# from pvlib import solarposition
-#
-# from pkg_resources import parse_version
-#
-#
-# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-# else:
-#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-#
-#
-# class SolarPositionSlow:
-#     params = [1, 10, 100]  # number of days
-#     param_names = ['ndays']
-#
-#     def setup(self, ndays):
-#         self.times_localized = pd.date_range(
-#             start='20180601', freq='1min',
-#             periods=1440 * ndays, tz='Etc/GMT+7')
-#         self.lat = 35.1
-#         self.lon = -106.6
-#
-#     # GH 512
-#     def time_ephemeris_localized(self, ndays):
-#         solarposition.ephemeris(self.times_localized, self.lat, self.lon)
-#
-#     def time_spa_python(self, ndays):
-#         solarposition.spa_python(self.times_localized, self.lat, self.lon)
-#
-#     def time_pyephem(self, ndays):
-#         solarposition.pyephem(self.times_localized, self.lat, self.lon)
-#
-#     def time_nrel_earthsun_distance(self, ndays):
-#         solarposition.nrel_earthsun_distance(self.times_localized)
-#
-#     def time_pyephem_earthsun_distance(self, ndays):
-#         solarposition.pyephem_earthsun_distance(self.times_localized)
-#
-#
-# class SolarPositionFast:
-#     params = [1, 365 * 10, 365 * 100]
-#     param_names = ['ndays']  # provide informative names for the parameters
-#
-#     def setup(self, ndays):
-#         self.lat = 35.1
-#         self.lon = -106.6
-#         self.times_daily = pd.date_range(
-#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-#
-#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         solarposition.sun_rise_set_transit_geometric(
-#             self.times_daily, self.lat, self.lon, declination,
-#             equationoftime)
-#
-#     def time__local_times_from_hours_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         hourangle = solarposition.hour_angle(self.times_daily,
-#                                              self.lon, equationoftime)
-#         solarposition._hour_angle_to_hours(self.times_daily,
-#                                            hourangle, self.lon, equationoftime)
-#
-#     def time_solar_azimuth_analytical_full_comparison(self, nadys):
-#         dayofyear = self.times_daily.dayofyear
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         hourangle = solarposition.hour_angle(self.times_daily,
-#                                              self.lon, equationoftime)
-#         zenith = solarposition.solar_zenith_analytical(self.lat,
-#                                                        hourangle, declination)
-#         solarposition.solar_azimuth_analytical(self.lat,
-#                                                hourangle, declination, zenith)
-#
-#     def time_calculate_simple_day_angle(self, ndays):
-#         solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
-#
-#     def time_equation_of_time_pvcdrom(self, ndays):
-#         solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
-#
-#     def time_declination_cooper69(self, ndays):
-#         solarposition.declination_cooper69(self.times_daily.dayofyear)
-#
-#     def time_sun_rise_set_transit_spa(self, ndays):
-#         sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
-#
-#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         solarposition.sun_rise_set_transit_geometric(
-#             self.times_daily, self.lat, self.lon, declination,
-#             equationoftime)
-#
-#     def time_sun_rise_set_transit_ephem(self, ndays):
-#         solarposition.sun_rise_set_transit_ephem(
-#             self.times_daily, self.lat, self.lon)
-#
-#
-# class SolarPositionCalcTime:
-#
-#     def setup(self):
-#         # test calc_time for finding times at which sun is 3 degrees
-#         # above the horizon.
-#         # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
-#         # according to google.
-#         self.start = datetime.datetime(2020, 9, 14, 12)
-#         self.end = datetime.datetime(2020, 9, 14, 15)
-#         self.value = 0.05235987755982988
-#         self.lat = 32.2
-#         self.lon = -110.9
-#         self.attribute = 'alt'
-#
-#     def time_calc_time(self):
-#         # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
-#         solarposition.calc_time(
-#             self.start, self.end, self.lat, self.lon, self.attribute,
-#             self.value
-#         )
+"""
+ASV benchmarks for solarposition.py
+"""
+
+import datetime
+import pandas as pd
+import pvlib
+from pvlib import solarposition
+
+from pkg_resources import parse_version
+
+
+if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+else:
+    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+
+
+class SolarPositionSlow:
+    params = [1, 10, 100]  # number of days
+    param_names = ['ndays']
+
+    def setup(self, ndays):
+        self.times_localized = pd.date_range(
+            start='20180601', freq='1min',
+            periods=1440 * ndays, tz='Etc/GMT+7')
+        self.lat = 35.1
+        self.lon = -106.6
+
+    # GH 512
+    def time_ephemeris_localized(self, ndays):
+        solarposition.ephemeris(self.times_localized, self.lat, self.lon)
+
+    def time_spa_python(self, ndays):
+        solarposition.spa_python(self.times_localized, self.lat, self.lon)
+
+    def time_pyephem(self, ndays):
+        solarposition.pyephem(self.times_localized, self.lat, self.lon)
+
+    def time_nrel_earthsun_distance(self, ndays):
+        solarposition.nrel_earthsun_distance(self.times_localized)
+
+    def time_pyephem_earthsun_distance(self, ndays):
+        solarposition.pyephem_earthsun_distance(self.times_localized)
+
+
+class SolarPositionFast:
+    params = [1, 365 * 10, 365 * 100]
+    param_names = ['ndays']  # provide informative names for the parameters
+
+    def setup(self, ndays):
+        self.lat = 35.1
+        self.lon = -106.6
+        self.times_daily = pd.date_range(
+            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+
+    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        declination = solarposition.declination_spencer71(dayofyear)
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        solarposition.sun_rise_set_transit_geometric(
+            self.times_daily, self.lat, self.lon, declination,
+            equationoftime)
+
+    def time__local_times_from_hours_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        hourangle = solarposition.hour_angle(self.times_daily,
+                                             self.lon, equationoftime)
+        solarposition._hour_angle_to_hours(self.times_daily,
+                                           hourangle, self.lon, equationoftime)
+
+    def time_solar_azimuth_analytical_full_comparison(self, nadys):
+        dayofyear = self.times_daily.dayofyear
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        declination = solarposition.declination_spencer71(dayofyear)
+        hourangle = solarposition.hour_angle(self.times_daily,
+                                             self.lon, equationoftime)
+        zenith = solarposition.solar_zenith_analytical(self.lat,
+                                                       hourangle, declination)
+        solarposition.solar_azimuth_analytical(self.lat,
+                                               hourangle, declination, zenith)
+
+    def time_calculate_simple_day_angle(self, ndays):
+        solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
+
+    def time_equation_of_time_pvcdrom(self, ndays):
+        solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
+
+    def time_declination_cooper69(self, ndays):
+        solarposition.declination_cooper69(self.times_daily.dayofyear)
+
+    def time_sun_rise_set_transit_spa(self, ndays):
+        sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
+
+    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        declination = solarposition.declination_spencer71(dayofyear)
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        solarposition.sun_rise_set_transit_geometric(
+            self.times_daily, self.lat, self.lon, declination,
+            equationoftime)
+
+    def time_sun_rise_set_transit_ephem(self, ndays):
+        solarposition.sun_rise_set_transit_ephem(
+            self.times_daily, self.lat, self.lon)
+
+
+class SolarPositionCalcTime:
+
+    def setup(self):
+        # test calc_time for finding times at which sun is 3 degrees
+        # above the horizon.
+        # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
+        # according to google.
+        self.start = datetime.datetime(2020, 9, 14, 12)
+        self.end = datetime.datetime(2020, 9, 14, 15)
+        self.value = 0.05235987755982988
+        self.lat = 32.2
+        self.lon = -110.9
+        self.attribute = 'alt'
+
+    def time_calc_time(self):
+        # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
+        solarposition.calc_time(
+            self.start, self.end, self.lat, self.lon, self.attribute,
+            self.value
+        )
diff --git a/benchmarks/benchmarks/solarposition_numba.py b/benchmarks/benchmarks/solarposition_numba.py
index 44416f6f..bcadfd18 100644
--- a/benchmarks/benchmarks/solarposition_numba.py
+++ b/benchmarks/benchmarks/solarposition_numba.py
@@ -1,46 +1,46 @@
-# """ASV benchmarks for solarposition.py using numba.
-#
-# We use a separate module so that we can control the pvlib import process
-# using an environment variable. This will force pvlib to compile the numba
-# code during setup.
-#
-# Try to keep relevant sections in sync with benchmarks/solarposition.py
-# """
-#
-# from pkg_resources import parse_version
-# import pandas as pd
-#
-# import os
-# os.environ['PVLIB_USE_NUMBA'] = '1'
-#
-#
-# import pvlib  # NOQA: E402
-# from pvlib import solarposition  # NOQA: E402
-#
-#
-# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-# else:
-#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-#
-#
-# class SolarPositionNumba:
-#     params = [1, 10, 100]  # number of days
-#     param_names = ['ndays']
-#
-#     def setup(self, ndays):
-#         self.times = pd.date_range(start='20180601', freq='1min',
-#                                    periods=1440*ndays)
-#         self.times_localized = self.times.tz_localize('Etc/GMT+7')
-#         self.lat = 35.1
-#         self.lon = -106.6
-#         self.times_daily = pd.date_range(
-#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-#
-#     def time_spa_python(self, ndays):
-#         solarposition.spa_python(
-#             self.times_localized, self.lat, self.lon, how='numba')
-#
-#     def time_sun_rise_set_transit_spa(self, ndays):
-#         sun_rise_set_transit_spa(
-#             self.times_daily, self.lat, self.lon, how='numba')
+"""ASV benchmarks for solarposition.py using numba.
+
+We use a separate module so that we can control the pvlib import process
+using an environment variable. This will force pvlib to compile the numba
+code during setup.
+
+Try to keep relevant sections in sync with benchmarks/solarposition.py
+"""
+
+from pkg_resources import parse_version
+import pandas as pd
+
+import os
+os.environ['PVLIB_USE_NUMBA'] = '1'
+
+
+import pvlib  # NOQA: E402
+from pvlib import solarposition  # NOQA: E402
+
+
+if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+else:
+    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+
+
+class SolarPositionNumba:
+    params = [1, 10, 100]  # number of days
+    param_names = ['ndays']
+
+    def setup(self, ndays):
+        self.times = pd.date_range(start='20180601', freq='1min',
+                                   periods=1440*ndays)
+        self.times_localized = self.times.tz_localize('Etc/GMT+7')
+        self.lat = 35.1
+        self.lon = -106.6
+        self.times_daily = pd.date_range(
+            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+
+    def time_spa_python(self, ndays):
+        solarposition.spa_python(
+            self.times_localized, self.lat, self.lon, how='numba')
+
+    def time_sun_rise_set_transit_spa(self, ndays):
+        sun_rise_set_transit_spa(
+            self.times_daily, self.lat, self.lon, how='numba')

From 83d2ea5a7ed308f895e643e13cf31687d9a865cc Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 14:11:02 +0800
Subject: [PATCH 17/43] test

---
 benchmarks/benchmarks/soiling.py | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 8d364925..4d828377 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -23,4 +23,8 @@ def time_hsu(self, ndays):
 
     def time_kimber(self, ndays):
         cleaningthreshold = 25
-        soiling.kimber(self.rainfall, cleaningthreshold)
\ No newline at end of file
+        soiling.kimber(self.rainfall, cleaningthreshold)
+
+    def time_test(self, ndays):
+        cleaningthreshold = 0.5
+        soiling.hsu(self.rainfall, )

From 09f5af77faeb8681b7127f4714662ab0847c5350 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 14:39:58 +0800
Subject: [PATCH 18/43] test

---
 benchmarks/benchmarks/soiling.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 4d828377..58453095 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,6 +25,6 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
-    def time_test(self, ndays):
-        cleaningthreshold = 0.5
-        soiling.hsu(self.rainfall, )
+    # def time_test(self, ndays):
+    #     cleaningthreshold = 0.5
+    #     soiling.hsu(self.rainfall, )

From 44ca35e03b97c400557313cf296311c52b04ffed Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 14:44:28 +0800
Subject: [PATCH 19/43] test

---
 benchmarks/benchmarks/soiling.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 58453095..1cfc5781 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,3 +28,4 @@ def time_kimber(self, ndays):
     # def time_test(self, ndays):
     #     cleaningthreshold = 0.5
     #     soiling.hsu(self.rainfall, )
+

From daaee31f82717f7e44ac352769fe7f5174c03f1c Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 14:53:02 +0800
Subject: [PATCH 20/43] test

---
 benchmarks/benchmarks/soiling.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 1cfc5781..58453095 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,4 +28,3 @@ def time_kimber(self, ndays):
     # def time_test(self, ndays):
     #     cleaningthreshold = 0.5
     #     soiling.hsu(self.rainfall, )
-

From 29a255b308cbceb48b7517fd3aa8fe7f14b56e8c Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 14:58:09 +0800
Subject: [PATCH 21/43] test

---
 benchmarks/benchmarks/soiling.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 58453095..1cfc5781 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,3 +28,4 @@ def time_kimber(self, ndays):
     # def time_test(self, ndays):
     #     cleaningthreshold = 0.5
     #     soiling.hsu(self.rainfall, )
+

From 36f5979b30d81f53646a1c7b014a1307b274c53f Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 15:05:15 +0800
Subject: [PATCH 22/43] test

---
 benchmarks/benchmarks/soiling.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 1cfc5781..58453095 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,4 +28,3 @@ def time_kimber(self, ndays):
     # def time_test(self, ndays):
     #     cleaningthreshold = 0.5
     #     soiling.hsu(self.rainfall, )
-

From 3f214365250ff268950dd3d67904f654cf967084 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 15:17:46 +0800
Subject: [PATCH 23/43] test

---
 benchmarks/benchmarks/soiling.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 58453095..1cfc5781 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,3 +28,4 @@ def time_kimber(self, ndays):
     # def time_test(self, ndays):
     #     cleaningthreshold = 0.5
     #     soiling.hsu(self.rainfall, )
+

From 587176787aadca5bfc5b524a9fa04503479bf8a7 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 17:26:26 +0800
Subject: [PATCH 24/43] test

---
 benchmarks/benchmarks/location.py            | 102 ++++----
 benchmarks/benchmarks/solarposition.py       | 256 +++++++++----------
 benchmarks/benchmarks/solarposition_numba.py |  92 +++----
 benchmarks/benchmarks/temperature.py         | 102 ++++----
 4 files changed, 276 insertions(+), 276 deletions(-)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index 2356ca1e..b729da4a 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -1,51 +1,51 @@
-"""
-ASV benchmarks for location.py
-"""
-
-import pandas as pd
-import pvlib
-from pkg_resources import parse_version
-
-
-def set_solar_position(obj):
-    obj.location = pvlib.location.Location(32, -110, altitude=700,
-                                           tz='Etc/GMT+7')
-    obj.times = pd.date_range(start='20180601', freq='3min',
-                              periods=1440)
-    obj.days = pd.date_range(start='20180101', freq='d', periods=365,
-                             tz=obj.location.tz)
-    obj.solar_position = obj.location.get_solarposition(obj.times)
-
-
-class Location:
-
-    def setup(self):
-        set_solar_position(self)
-
-    # GH 502
-    def time_location_get_airmass(self):
-        self.location.get_airmass(solar_position=self.solar_position)
-
-    def time_location_get_solarposition(self):
-        self.location.get_solarposition(times=self.times)
-
-    def time_location_get_clearsky(self):
-        self.location.get_clearsky(times=self.times,
-                                   solar_position=self.solar_position)
-
-
-class Location_0_6_1:
-
-    def setup(self):
-        if parse_version(pvlib.__version__) < parse_version('0.6.1'):
-            raise NotImplementedError
-
-        set_solar_position(self)
-
-    def time_location_get_sun_rise_set_transit_pyephem(self):
-        self.location.get_sun_rise_set_transit(times=self.days,
-                                               method='pyephem')
-
-    def time_location_get_sun_rise_set_transit_spa(self):
-        self.location.get_sun_rise_set_transit(times=self.days,
-                                               method='spa')
+# """
+# ASV benchmarks for location.py
+# """
+#
+# import pandas as pd
+# import pvlib
+# from pkg_resources import parse_version
+#
+#
+# def set_solar_position(obj):
+#     obj.location = pvlib.location.Location(32, -110, altitude=700,
+#                                            tz='Etc/GMT+7')
+#     obj.times = pd.date_range(start='20180601', freq='3min',
+#                               periods=1440)
+#     obj.days = pd.date_range(start='20180101', freq='d', periods=365,
+#                              tz=obj.location.tz)
+#     obj.solar_position = obj.location.get_solarposition(obj.times)
+#
+#
+# class Location:
+#
+#     def setup(self):
+#         set_solar_position(self)
+#
+#     # GH 502
+#     def time_location_get_airmass(self):
+#         self.location.get_airmass(solar_position=self.solar_position)
+#
+#     def time_location_get_solarposition(self):
+#         self.location.get_solarposition(times=self.times)
+#
+#     def time_location_get_clearsky(self):
+#         self.location.get_clearsky(times=self.times,
+#                                    solar_position=self.solar_position)
+#
+#
+# class Location_0_6_1:
+#
+#     def setup(self):
+#         if parse_version(pvlib.__version__) < parse_version('0.6.1'):
+#             raise NotImplementedError
+#
+#         set_solar_position(self)
+#
+#     def time_location_get_sun_rise_set_transit_pyephem(self):
+#         self.location.get_sun_rise_set_transit(times=self.days,
+#                                                method='pyephem')
+#
+#     def time_location_get_sun_rise_set_transit_spa(self):
+#         self.location.get_sun_rise_set_transit(times=self.days,
+#                                                method='spa')
diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 71bc3070..76ac5d44 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -1,128 +1,128 @@
-"""
-ASV benchmarks for solarposition.py
-"""
-
-import datetime
-import pandas as pd
-import pvlib
-from pvlib import solarposition
-
-from pkg_resources import parse_version
-
-
-if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-else:
-    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-
-
-class SolarPositionSlow:
-    params = [1, 10, 100]  # number of days
-    param_names = ['ndays']
-
-    def setup(self, ndays):
-        self.times_localized = pd.date_range(
-            start='20180601', freq='1min',
-            periods=1440 * ndays, tz='Etc/GMT+7')
-        self.lat = 35.1
-        self.lon = -106.6
-
-    # GH 512
-    def time_ephemeris_localized(self, ndays):
-        solarposition.ephemeris(self.times_localized, self.lat, self.lon)
-
-    def time_spa_python(self, ndays):
-        solarposition.spa_python(self.times_localized, self.lat, self.lon)
-
-    def time_pyephem(self, ndays):
-        solarposition.pyephem(self.times_localized, self.lat, self.lon)
-
-    def time_nrel_earthsun_distance(self, ndays):
-        solarposition.nrel_earthsun_distance(self.times_localized)
-
-    def time_pyephem_earthsun_distance(self, ndays):
-        solarposition.pyephem_earthsun_distance(self.times_localized)
-
-
-class SolarPositionFast:
-    params = [1, 365 * 10, 365 * 100]
-    param_names = ['ndays']  # provide informative names for the parameters
-
-    def setup(self, ndays):
-        self.lat = 35.1
-        self.lon = -106.6
-        self.times_daily = pd.date_range(
-            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-
-    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        declination = solarposition.declination_spencer71(dayofyear)
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        solarposition.sun_rise_set_transit_geometric(
-            self.times_daily, self.lat, self.lon, declination,
-            equationoftime)
-
-    def time__local_times_from_hours_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        hourangle = solarposition.hour_angle(self.times_daily,
-                                             self.lon, equationoftime)
-        solarposition._hour_angle_to_hours(self.times_daily,
-                                           hourangle, self.lon, equationoftime)
-
-    def time_solar_azimuth_analytical_full_comparison(self, nadys):
-        dayofyear = self.times_daily.dayofyear
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        declination = solarposition.declination_spencer71(dayofyear)
-        hourangle = solarposition.hour_angle(self.times_daily,
-                                             self.lon, equationoftime)
-        zenith = solarposition.solar_zenith_analytical(self.lat,
-                                                       hourangle, declination)
-        solarposition.solar_azimuth_analytical(self.lat,
-                                               hourangle, declination, zenith)
-
-    def time_calculate_simple_day_angle(self, ndays):
-        solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
-
-    def time_equation_of_time_pvcdrom(self, ndays):
-        solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
-
-    def time_declination_cooper69(self, ndays):
-        solarposition.declination_cooper69(self.times_daily.dayofyear)
-
-    def time_sun_rise_set_transit_spa(self, ndays):
-        sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
-
-    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-        dayofyear = self.times_daily.dayofyear
-        declination = solarposition.declination_spencer71(dayofyear)
-        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-        solarposition.sun_rise_set_transit_geometric(
-            self.times_daily, self.lat, self.lon, declination,
-            equationoftime)
-
-    def time_sun_rise_set_transit_ephem(self, ndays):
-        solarposition.sun_rise_set_transit_ephem(
-            self.times_daily, self.lat, self.lon)
-
-
-class SolarPositionCalcTime:
-
-    def setup(self):
-        # test calc_time for finding times at which sun is 3 degrees
-        # above the horizon.
-        # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
-        # according to google.
-        self.start = datetime.datetime(2020, 9, 14, 12)
-        self.end = datetime.datetime(2020, 9, 14, 15)
-        self.value = 0.05235987755982988
-        self.lat = 32.2
-        self.lon = -110.9
-        self.attribute = 'alt'
-
-    def time_calc_time(self):
-        # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
-        solarposition.calc_time(
-            self.start, self.end, self.lat, self.lon, self.attribute,
-            self.value
-        )
+# """
+# ASV benchmarks for solarposition.py
+# """
+#
+# import datetime
+# import pandas as pd
+# import pvlib
+# from pvlib import solarposition
+#
+# from pkg_resources import parse_version
+#
+#
+# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+# else:
+#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+#
+#
+# class SolarPositionSlow:
+#     params = [1, 10, 100]  # number of days
+#     param_names = ['ndays']
+#
+#     def setup(self, ndays):
+#         self.times_localized = pd.date_range(
+#             start='20180601', freq='1min',
+#             periods=1440 * ndays, tz='Etc/GMT+7')
+#         self.lat = 35.1
+#         self.lon = -106.6
+#
+#     # GH 512
+#     def time_ephemeris_localized(self, ndays):
+#         solarposition.ephemeris(self.times_localized, self.lat, self.lon)
+#
+#     def time_spa_python(self, ndays):
+#         solarposition.spa_python(self.times_localized, self.lat, self.lon)
+#
+#     def time_pyephem(self, ndays):
+#         solarposition.pyephem(self.times_localized, self.lat, self.lon)
+#
+#     def time_nrel_earthsun_distance(self, ndays):
+#         solarposition.nrel_earthsun_distance(self.times_localized)
+#
+#     def time_pyephem_earthsun_distance(self, ndays):
+#         solarposition.pyephem_earthsun_distance(self.times_localized)
+#
+#
+# class SolarPositionFast:
+#     params = [1, 365 * 10, 365 * 100]
+#     param_names = ['ndays']  # provide informative names for the parameters
+#
+#     def setup(self, ndays):
+#         self.lat = 35.1
+#         self.lon = -106.6
+#         self.times_daily = pd.date_range(
+#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+#
+#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         solarposition.sun_rise_set_transit_geometric(
+#             self.times_daily, self.lat, self.lon, declination,
+#             equationoftime)
+#
+#     def time__local_times_from_hours_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         hourangle = solarposition.hour_angle(self.times_daily,
+#                                              self.lon, equationoftime)
+#         solarposition._hour_angle_to_hours(self.times_daily,
+#                                            hourangle, self.lon, equationoftime)
+#
+#     def time_solar_azimuth_analytical_full_comparison(self, nadys):
+#         dayofyear = self.times_daily.dayofyear
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         hourangle = solarposition.hour_angle(self.times_daily,
+#                                              self.lon, equationoftime)
+#         zenith = solarposition.solar_zenith_analytical(self.lat,
+#                                                        hourangle, declination)
+#         solarposition.solar_azimuth_analytical(self.lat,
+#                                                hourangle, declination, zenith)
+#
+#     def time_calculate_simple_day_angle(self, ndays):
+#         solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
+#
+#     def time_equation_of_time_pvcdrom(self, ndays):
+#         solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
+#
+#     def time_declination_cooper69(self, ndays):
+#         solarposition.declination_cooper69(self.times_daily.dayofyear)
+#
+#     def time_sun_rise_set_transit_spa(self, ndays):
+#         sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
+#
+#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+#         dayofyear = self.times_daily.dayofyear
+#         declination = solarposition.declination_spencer71(dayofyear)
+#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+#         solarposition.sun_rise_set_transit_geometric(
+#             self.times_daily, self.lat, self.lon, declination,
+#             equationoftime)
+#
+#     def time_sun_rise_set_transit_ephem(self, ndays):
+#         solarposition.sun_rise_set_transit_ephem(
+#             self.times_daily, self.lat, self.lon)
+#
+#
+# class SolarPositionCalcTime:
+#
+#     def setup(self):
+#         # test calc_time for finding times at which sun is 3 degrees
+#         # above the horizon.
+#         # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
+#         # according to google.
+#         self.start = datetime.datetime(2020, 9, 14, 12)
+#         self.end = datetime.datetime(2020, 9, 14, 15)
+#         self.value = 0.05235987755982988
+#         self.lat = 32.2
+#         self.lon = -110.9
+#         self.attribute = 'alt'
+#
+#     def time_calc_time(self):
+#         # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
+#         solarposition.calc_time(
+#             self.start, self.end, self.lat, self.lon, self.attribute,
+#             self.value
+#         )
diff --git a/benchmarks/benchmarks/solarposition_numba.py b/benchmarks/benchmarks/solarposition_numba.py
index bcadfd18..44416f6f 100644
--- a/benchmarks/benchmarks/solarposition_numba.py
+++ b/benchmarks/benchmarks/solarposition_numba.py
@@ -1,46 +1,46 @@
-"""ASV benchmarks for solarposition.py using numba.
-
-We use a separate module so that we can control the pvlib import process
-using an environment variable. This will force pvlib to compile the numba
-code during setup.
-
-Try to keep relevant sections in sync with benchmarks/solarposition.py
-"""
-
-from pkg_resources import parse_version
-import pandas as pd
-
-import os
-os.environ['PVLIB_USE_NUMBA'] = '1'
-
-
-import pvlib  # NOQA: E402
-from pvlib import solarposition  # NOQA: E402
-
-
-if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-else:
-    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-
-
-class SolarPositionNumba:
-    params = [1, 10, 100]  # number of days
-    param_names = ['ndays']
-
-    def setup(self, ndays):
-        self.times = pd.date_range(start='20180601', freq='1min',
-                                   periods=1440*ndays)
-        self.times_localized = self.times.tz_localize('Etc/GMT+7')
-        self.lat = 35.1
-        self.lon = -106.6
-        self.times_daily = pd.date_range(
-            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-
-    def time_spa_python(self, ndays):
-        solarposition.spa_python(
-            self.times_localized, self.lat, self.lon, how='numba')
-
-    def time_sun_rise_set_transit_spa(self, ndays):
-        sun_rise_set_transit_spa(
-            self.times_daily, self.lat, self.lon, how='numba')
+# """ASV benchmarks for solarposition.py using numba.
+#
+# We use a separate module so that we can control the pvlib import process
+# using an environment variable. This will force pvlib to compile the numba
+# code during setup.
+#
+# Try to keep relevant sections in sync with benchmarks/solarposition.py
+# """
+#
+# from pkg_resources import parse_version
+# import pandas as pd
+#
+# import os
+# os.environ['PVLIB_USE_NUMBA'] = '1'
+#
+#
+# import pvlib  # NOQA: E402
+# from pvlib import solarposition  # NOQA: E402
+#
+#
+# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+# else:
+#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+#
+#
+# class SolarPositionNumba:
+#     params = [1, 10, 100]  # number of days
+#     param_names = ['ndays']
+#
+#     def setup(self, ndays):
+#         self.times = pd.date_range(start='20180601', freq='1min',
+#                                    periods=1440*ndays)
+#         self.times_localized = self.times.tz_localize('Etc/GMT+7')
+#         self.lat = 35.1
+#         self.lon = -106.6
+#         self.times_daily = pd.date_range(
+#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+#
+#     def time_spa_python(self, ndays):
+#         solarposition.spa_python(
+#             self.times_localized, self.lat, self.lon, how='numba')
+#
+#     def time_sun_rise_set_transit_spa(self, ndays):
+#         sun_rise_set_transit_spa(
+#             self.times_daily, self.lat, self.lon, how='numba')
diff --git a/benchmarks/benchmarks/temperature.py b/benchmarks/benchmarks/temperature.py
index d8a8dad9..58867dd3 100644
--- a/benchmarks/benchmarks/temperature.py
+++ b/benchmarks/benchmarks/temperature.py
@@ -1,51 +1,51 @@
-"""
-ASV benchmarks for irradiance.py
-"""
-
-import pandas as pd
-import pvlib
-from pkg_resources import parse_version
-from functools import partial
-
-
-def set_weather_data(obj):
-    obj.times = pd.date_range(start='20180601', freq='1min',
-                              periods=14400)
-    obj.poa = pd.Series(1000, index=obj.times)
-    obj.tamb = pd.Series(20, index=obj.times)
-    obj.wind_speed = pd.Series(2, index=obj.times)
-
-
-class SAPM:
-
-    def setup(self):
-        set_weather_data(self)
-        if parse_version(pvlib.__version__) >= parse_version('0.7.0'):
-            kwargs = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS['sapm']
-            kwargs = kwargs['open_rack_glass_glass']
-            self.sapm_cell_wrapper = partial(pvlib.temperature.sapm_cell,
-                                             **kwargs)
-        else:
-            sapm_celltemp = pvlib.pvsystem.sapm_celltemp
-
-            def sapm_cell_wrapper(poa_global, temp_air, wind_speed):
-                # just swap order; model params are provided by default
-                return sapm_celltemp(poa_global, wind_speed, temp_air)
-            self.sapm_cell_wrapper = sapm_cell_wrapper
-
-    def time_sapm_cell(self):
-        # use version-appropriate wrapper
-        self.sapm_cell_wrapper(self.poa, self.tamb, self.wind_speed)
-
-
-class Fuentes:
-
-    def setup(self):
-        if parse_version(pvlib.__version__) < parse_version('0.8.0'):
-            raise NotImplementedError
-
-        set_weather_data(self)
-
-    def time_fuentes(self):
-        pvlib.temperature.fuentes(self.poa, self.tamb, self.wind_speed,
-                                  noct_installed=45)
+# """
+# ASV benchmarks for irradiance.py
+# """
+#
+# import pandas as pd
+# import pvlib
+# from pkg_resources import parse_version
+# from functools import partial
+#
+#
+# def set_weather_data(obj):
+#     obj.times = pd.date_range(start='20180601', freq='1min',
+#                               periods=14400)
+#     obj.poa = pd.Series(1000, index=obj.times)
+#     obj.tamb = pd.Series(20, index=obj.times)
+#     obj.wind_speed = pd.Series(2, index=obj.times)
+#
+#
+# class SAPM:
+#
+#     def setup(self):
+#         set_weather_data(self)
+#         if parse_version(pvlib.__version__) >= parse_version('0.7.0'):
+#             kwargs = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS['sapm']
+#             kwargs = kwargs['open_rack_glass_glass']
+#             self.sapm_cell_wrapper = partial(pvlib.temperature.sapm_cell,
+#                                              **kwargs)
+#         else:
+#             sapm_celltemp = pvlib.pvsystem.sapm_celltemp
+#
+#             def sapm_cell_wrapper(poa_global, temp_air, wind_speed):
+#                 # just swap order; model params are provided by default
+#                 return sapm_celltemp(poa_global, wind_speed, temp_air)
+#             self.sapm_cell_wrapper = sapm_cell_wrapper
+#
+#     def time_sapm_cell(self):
+#         # use version-appropriate wrapper
+#         self.sapm_cell_wrapper(self.poa, self.tamb, self.wind_speed)
+#
+#
+# class Fuentes:
+#
+#     def setup(self):
+#         if parse_version(pvlib.__version__) < parse_version('0.8.0'):
+#             raise NotImplementedError
+#
+#         set_weather_data(self)
+#
+#     def time_fuentes(self):
+#         pvlib.temperature.fuentes(self.poa, self.tamb, self.wind_speed,
+#                                   noct_installed=45)

From f017f226d887b294e05da60e2f0790d74f4b3ec5 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 17:29:30 +0800
Subject: [PATCH 25/43] test

---
 benchmarks/benchmarks/soiling.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 1cfc5781..42b6d6ce 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,7 +25,7 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
-    # def time_test(self, ndays):
-    #     cleaningthreshold = 0.5
-    #     soiling.hsu(self.rainfall, )
+    def time_test(self, ndays):
+        cleaningthreshold = 0.5
+        soiling.hsu(self.rainfall, )
 

From b361b385edfa382931a08f1386b36fa550e6f491 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 17:35:28 +0800
Subject: [PATCH 26/43] test

---
 benchmarks/benchmarks/soiling.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 42b6d6ce..4d828377 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,4 +28,3 @@ def time_kimber(self, ndays):
     def time_test(self, ndays):
         cleaningthreshold = 0.5
         soiling.hsu(self.rainfall, )
-

From f31c1098667a3a04757ac09fd3e926bd6b8cea37 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 17:38:09 +0800
Subject: [PATCH 27/43] test

---
 benchmarks/benchmarks/soiling.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 4d828377..42b6d6ce 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,3 +28,4 @@ def time_kimber(self, ndays):
     def time_test(self, ndays):
         cleaningthreshold = 0.5
         soiling.hsu(self.rainfall, )
+

From 5752b043e44f012b2f084c0861bccf648a18b71d Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 17:40:32 +0800
Subject: [PATCH 28/43] test

---
 benchmarks/benchmarks/soiling.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 42b6d6ce..4d828377 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -28,4 +28,3 @@ def time_kimber(self, ndays):
     def time_test(self, ndays):
         cleaningthreshold = 0.5
         soiling.hsu(self.rainfall, )
-

From 6524640de8628337a4d25f66e1f4bfd514a18716 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:16:52 +0800
Subject: [PATCH 29/43] test

---
 benchmarks/benchmarks/soiling.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 4d828377..58453095 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,6 +25,6 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
-    def time_test(self, ndays):
-        cleaningthreshold = 0.5
-        soiling.hsu(self.rainfall, )
+    # def time_test(self, ndays):
+    #     cleaningthreshold = 0.5
+    #     soiling.hsu(self.rainfall, )

From d5f846780aa3324bde62ec7d758acf341534d790 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:19:17 +0800
Subject: [PATCH 30/43] test

---
 pvlib/pvsystem.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index 6bb89f34..fd6a6bf6 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -3,6 +3,7 @@
 performance of PV modules and inverters.
 """
 
+
 from collections import OrderedDict
 import functools
 import io

From c319dc89e30c02e01060a76ef0196121abb57ebb Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:40:07 +0800
Subject: [PATCH 31/43] test

---
 pvlib/pvsystem.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index fd6a6bf6..6bb89f34 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -3,7 +3,6 @@
 performance of PV modules and inverters.
 """
 
-
 from collections import OrderedDict
 import functools
 import io

From 74ab8a589f4d852aa4e232cfac8c7200690c8693 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:44:29 +0800
Subject: [PATCH 32/43] test

---
 pvlib/pvsystem.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index 6bb89f34..fd6a6bf6 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -3,6 +3,7 @@
 performance of PV modules and inverters.
 """
 
+
 from collections import OrderedDict
 import functools
 import io

From a122c5618600597794083bd9a5f42513711b08e5 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:53:22 +0800
Subject: [PATCH 33/43] test

---
 pvlib/pvsystem.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index fd6a6bf6..6bb89f34 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -3,7 +3,6 @@
 performance of PV modules and inverters.
 """
 
-
 from collections import OrderedDict
 import functools
 import io

From 29b809d3e077d26684cd20d7beca8df1e85c0271 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Sat, 23 Apr 2022 23:54:34 +0800
Subject: [PATCH 34/43] lcc

---
 benchmarks/benchmarks/soiling.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 58453095..4d828377 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,6 +25,6 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
-    # def time_test(self, ndays):
-    #     cleaningthreshold = 0.5
-    #     soiling.hsu(self.rainfall, )
+    def time_test(self, ndays):
+        cleaningthreshold = 0.5
+        soiling.hsu(self.rainfall, )

From c12af182140b953890e9fd477f32d784082a6b2f Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Tue, 26 Apr 2022 00:24:29 +0800
Subject: [PATCH 35/43] v0.9.0

---
 benchmarks/benchmarks/location.py            | 102 ++++----
 benchmarks/benchmarks/soiling.py             |   3 -
 benchmarks/benchmarks/solarposition.py       | 256 +++++++++----------
 benchmarks/benchmarks/solarposition_numba.py |  92 +++----
 benchmarks/benchmarks/temperature.py         | 102 ++++----
 5 files changed, 276 insertions(+), 279 deletions(-)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index b729da4a..2356ca1e 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -1,51 +1,51 @@
-# """
-# ASV benchmarks for location.py
-# """
-#
-# import pandas as pd
-# import pvlib
-# from pkg_resources import parse_version
-#
-#
-# def set_solar_position(obj):
-#     obj.location = pvlib.location.Location(32, -110, altitude=700,
-#                                            tz='Etc/GMT+7')
-#     obj.times = pd.date_range(start='20180601', freq='3min',
-#                               periods=1440)
-#     obj.days = pd.date_range(start='20180101', freq='d', periods=365,
-#                              tz=obj.location.tz)
-#     obj.solar_position = obj.location.get_solarposition(obj.times)
-#
-#
-# class Location:
-#
-#     def setup(self):
-#         set_solar_position(self)
-#
-#     # GH 502
-#     def time_location_get_airmass(self):
-#         self.location.get_airmass(solar_position=self.solar_position)
-#
-#     def time_location_get_solarposition(self):
-#         self.location.get_solarposition(times=self.times)
-#
-#     def time_location_get_clearsky(self):
-#         self.location.get_clearsky(times=self.times,
-#                                    solar_position=self.solar_position)
-#
-#
-# class Location_0_6_1:
-#
-#     def setup(self):
-#         if parse_version(pvlib.__version__) < parse_version('0.6.1'):
-#             raise NotImplementedError
-#
-#         set_solar_position(self)
-#
-#     def time_location_get_sun_rise_set_transit_pyephem(self):
-#         self.location.get_sun_rise_set_transit(times=self.days,
-#                                                method='pyephem')
-#
-#     def time_location_get_sun_rise_set_transit_spa(self):
-#         self.location.get_sun_rise_set_transit(times=self.days,
-#                                                method='spa')
+"""
+ASV benchmarks for location.py
+"""
+
+import pandas as pd
+import pvlib
+from pkg_resources import parse_version
+
+
+def set_solar_position(obj):
+    obj.location = pvlib.location.Location(32, -110, altitude=700,
+                                           tz='Etc/GMT+7')
+    obj.times = pd.date_range(start='20180601', freq='3min',
+                              periods=1440)
+    obj.days = pd.date_range(start='20180101', freq='d', periods=365,
+                             tz=obj.location.tz)
+    obj.solar_position = obj.location.get_solarposition(obj.times)
+
+
+class Location:
+
+    def setup(self):
+        set_solar_position(self)
+
+    # GH 502
+    def time_location_get_airmass(self):
+        self.location.get_airmass(solar_position=self.solar_position)
+
+    def time_location_get_solarposition(self):
+        self.location.get_solarposition(times=self.times)
+
+    def time_location_get_clearsky(self):
+        self.location.get_clearsky(times=self.times,
+                                   solar_position=self.solar_position)
+
+
+class Location_0_6_1:
+
+    def setup(self):
+        if parse_version(pvlib.__version__) < parse_version('0.6.1'):
+            raise NotImplementedError
+
+        set_solar_position(self)
+
+    def time_location_get_sun_rise_set_transit_pyephem(self):
+        self.location.get_sun_rise_set_transit(times=self.days,
+                                               method='pyephem')
+
+    def time_location_get_sun_rise_set_transit_spa(self):
+        self.location.get_sun_rise_set_transit(times=self.days,
+                                               method='spa')
diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index 4d828377..a5c17229 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,6 +25,3 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
-    def time_test(self, ndays):
-        cleaningthreshold = 0.5
-        soiling.hsu(self.rainfall, )
diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 76ac5d44..71bc3070 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -1,128 +1,128 @@
-# """
-# ASV benchmarks for solarposition.py
-# """
-#
-# import datetime
-# import pandas as pd
-# import pvlib
-# from pvlib import solarposition
-#
-# from pkg_resources import parse_version
-#
-#
-# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-# else:
-#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-#
-#
-# class SolarPositionSlow:
-#     params = [1, 10, 100]  # number of days
-#     param_names = ['ndays']
-#
-#     def setup(self, ndays):
-#         self.times_localized = pd.date_range(
-#             start='20180601', freq='1min',
-#             periods=1440 * ndays, tz='Etc/GMT+7')
-#         self.lat = 35.1
-#         self.lon = -106.6
-#
-#     # GH 512
-#     def time_ephemeris_localized(self, ndays):
-#         solarposition.ephemeris(self.times_localized, self.lat, self.lon)
-#
-#     def time_spa_python(self, ndays):
-#         solarposition.spa_python(self.times_localized, self.lat, self.lon)
-#
-#     def time_pyephem(self, ndays):
-#         solarposition.pyephem(self.times_localized, self.lat, self.lon)
-#
-#     def time_nrel_earthsun_distance(self, ndays):
-#         solarposition.nrel_earthsun_distance(self.times_localized)
-#
-#     def time_pyephem_earthsun_distance(self, ndays):
-#         solarposition.pyephem_earthsun_distance(self.times_localized)
-#
-#
-# class SolarPositionFast:
-#     params = [1, 365 * 10, 365 * 100]
-#     param_names = ['ndays']  # provide informative names for the parameters
-#
-#     def setup(self, ndays):
-#         self.lat = 35.1
-#         self.lon = -106.6
-#         self.times_daily = pd.date_range(
-#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-#
-#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         solarposition.sun_rise_set_transit_geometric(
-#             self.times_daily, self.lat, self.lon, declination,
-#             equationoftime)
-#
-#     def time__local_times_from_hours_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         hourangle = solarposition.hour_angle(self.times_daily,
-#                                              self.lon, equationoftime)
-#         solarposition._hour_angle_to_hours(self.times_daily,
-#                                            hourangle, self.lon, equationoftime)
-#
-#     def time_solar_azimuth_analytical_full_comparison(self, nadys):
-#         dayofyear = self.times_daily.dayofyear
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         hourangle = solarposition.hour_angle(self.times_daily,
-#                                              self.lon, equationoftime)
-#         zenith = solarposition.solar_zenith_analytical(self.lat,
-#                                                        hourangle, declination)
-#         solarposition.solar_azimuth_analytical(self.lat,
-#                                                hourangle, declination, zenith)
-#
-#     def time_calculate_simple_day_angle(self, ndays):
-#         solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
-#
-#     def time_equation_of_time_pvcdrom(self, ndays):
-#         solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
-#
-#     def time_declination_cooper69(self, ndays):
-#         solarposition.declination_cooper69(self.times_daily.dayofyear)
-#
-#     def time_sun_rise_set_transit_spa(self, ndays):
-#         sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
-#
-#     def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
-#         dayofyear = self.times_daily.dayofyear
-#         declination = solarposition.declination_spencer71(dayofyear)
-#         equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
-#         solarposition.sun_rise_set_transit_geometric(
-#             self.times_daily, self.lat, self.lon, declination,
-#             equationoftime)
-#
-#     def time_sun_rise_set_transit_ephem(self, ndays):
-#         solarposition.sun_rise_set_transit_ephem(
-#             self.times_daily, self.lat, self.lon)
-#
-#
-# class SolarPositionCalcTime:
-#
-#     def setup(self):
-#         # test calc_time for finding times at which sun is 3 degrees
-#         # above the horizon.
-#         # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
-#         # according to google.
-#         self.start = datetime.datetime(2020, 9, 14, 12)
-#         self.end = datetime.datetime(2020, 9, 14, 15)
-#         self.value = 0.05235987755982988
-#         self.lat = 32.2
-#         self.lon = -110.9
-#         self.attribute = 'alt'
-#
-#     def time_calc_time(self):
-#         # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
-#         solarposition.calc_time(
-#             self.start, self.end, self.lat, self.lon, self.attribute,
-#             self.value
-#         )
+"""
+ASV benchmarks for solarposition.py
+"""
+
+import datetime
+import pandas as pd
+import pvlib
+from pvlib import solarposition
+
+from pkg_resources import parse_version
+
+
+if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+else:
+    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+
+
+class SolarPositionSlow:
+    params = [1, 10, 100]  # number of days
+    param_names = ['ndays']
+
+    def setup(self, ndays):
+        self.times_localized = pd.date_range(
+            start='20180601', freq='1min',
+            periods=1440 * ndays, tz='Etc/GMT+7')
+        self.lat = 35.1
+        self.lon = -106.6
+
+    # GH 512
+    def time_ephemeris_localized(self, ndays):
+        solarposition.ephemeris(self.times_localized, self.lat, self.lon)
+
+    def time_spa_python(self, ndays):
+        solarposition.spa_python(self.times_localized, self.lat, self.lon)
+
+    def time_pyephem(self, ndays):
+        solarposition.pyephem(self.times_localized, self.lat, self.lon)
+
+    def time_nrel_earthsun_distance(self, ndays):
+        solarposition.nrel_earthsun_distance(self.times_localized)
+
+    def time_pyephem_earthsun_distance(self, ndays):
+        solarposition.pyephem_earthsun_distance(self.times_localized)
+
+
+class SolarPositionFast:
+    params = [1, 365 * 10, 365 * 100]
+    param_names = ['ndays']  # provide informative names for the parameters
+
+    def setup(self, ndays):
+        self.lat = 35.1
+        self.lon = -106.6
+        self.times_daily = pd.date_range(
+            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+
+    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        declination = solarposition.declination_spencer71(dayofyear)
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        solarposition.sun_rise_set_transit_geometric(
+            self.times_daily, self.lat, self.lon, declination,
+            equationoftime)
+
+    def time__local_times_from_hours_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        hourangle = solarposition.hour_angle(self.times_daily,
+                                             self.lon, equationoftime)
+        solarposition._hour_angle_to_hours(self.times_daily,
+                                           hourangle, self.lon, equationoftime)
+
+    def time_solar_azimuth_analytical_full_comparison(self, nadys):
+        dayofyear = self.times_daily.dayofyear
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        declination = solarposition.declination_spencer71(dayofyear)
+        hourangle = solarposition.hour_angle(self.times_daily,
+                                             self.lon, equationoftime)
+        zenith = solarposition.solar_zenith_analytical(self.lat,
+                                                       hourangle, declination)
+        solarposition.solar_azimuth_analytical(self.lat,
+                                               hourangle, declination, zenith)
+
+    def time_calculate_simple_day_angle(self, ndays):
+        solarposition._calculate_simple_day_angle(self.times_daily.dayofyear)
+
+    def time_equation_of_time_pvcdrom(self, ndays):
+        solarposition.equation_of_time_pvcdrom(self.times_daily.dayofyear)
+
+    def time_declination_cooper69(self, ndays):
+        solarposition.declination_cooper69(self.times_daily.dayofyear)
+
+    def time_sun_rise_set_transit_spa(self, ndays):
+        sun_rise_set_transit_spa(self.times_daily, self.lat, self.lon)
+
+    def time_sun_rise_set_transit_geometric_full_comparison(self, ndays):
+        dayofyear = self.times_daily.dayofyear
+        declination = solarposition.declination_spencer71(dayofyear)
+        equationoftime = solarposition.equation_of_time_spencer71(dayofyear)
+        solarposition.sun_rise_set_transit_geometric(
+            self.times_daily, self.lat, self.lon, declination,
+            equationoftime)
+
+    def time_sun_rise_set_transit_ephem(self, ndays):
+        solarposition.sun_rise_set_transit_ephem(
+            self.times_daily, self.lat, self.lon)
+
+
+class SolarPositionCalcTime:
+
+    def setup(self):
+        # test calc_time for finding times at which sun is 3 degrees
+        # above the horizon.
+        # Tucson 2020-09-14 sunrise at 6:08 AM MST, 13:08 UTC
+        # according to google.
+        self.start = datetime.datetime(2020, 9, 14, 12)
+        self.end = datetime.datetime(2020, 9, 14, 15)
+        self.value = 0.05235987755982988
+        self.lat = 32.2
+        self.lon = -110.9
+        self.attribute = 'alt'
+
+    def time_calc_time(self):
+        # datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=<UTC>)
+        solarposition.calc_time(
+            self.start, self.end, self.lat, self.lon, self.attribute,
+            self.value
+        )
diff --git a/benchmarks/benchmarks/solarposition_numba.py b/benchmarks/benchmarks/solarposition_numba.py
index 44416f6f..bcadfd18 100644
--- a/benchmarks/benchmarks/solarposition_numba.py
+++ b/benchmarks/benchmarks/solarposition_numba.py
@@ -1,46 +1,46 @@
-# """ASV benchmarks for solarposition.py using numba.
-#
-# We use a separate module so that we can control the pvlib import process
-# using an environment variable. This will force pvlib to compile the numba
-# code during setup.
-#
-# Try to keep relevant sections in sync with benchmarks/solarposition.py
-# """
-#
-# from pkg_resources import parse_version
-# import pandas as pd
-#
-# import os
-# os.environ['PVLIB_USE_NUMBA'] = '1'
-#
-#
-# import pvlib  # NOQA: E402
-# from pvlib import solarposition  # NOQA: E402
-#
-#
-# if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
-#     sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
-# else:
-#     sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
-#
-#
-# class SolarPositionNumba:
-#     params = [1, 10, 100]  # number of days
-#     param_names = ['ndays']
-#
-#     def setup(self, ndays):
-#         self.times = pd.date_range(start='20180601', freq='1min',
-#                                    periods=1440*ndays)
-#         self.times_localized = self.times.tz_localize('Etc/GMT+7')
-#         self.lat = 35.1
-#         self.lon = -106.6
-#         self.times_daily = pd.date_range(
-#             start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
-#
-#     def time_spa_python(self, ndays):
-#         solarposition.spa_python(
-#             self.times_localized, self.lat, self.lon, how='numba')
-#
-#     def time_sun_rise_set_transit_spa(self, ndays):
-#         sun_rise_set_transit_spa(
-#             self.times_daily, self.lat, self.lon, how='numba')
+"""ASV benchmarks for solarposition.py using numba.
+
+We use a separate module so that we can control the pvlib import process
+using an environment variable. This will force pvlib to compile the numba
+code during setup.
+
+Try to keep relevant sections in sync with benchmarks/solarposition.py
+"""
+
+from pkg_resources import parse_version
+import pandas as pd
+
+import os
+os.environ['PVLIB_USE_NUMBA'] = '1'
+
+
+import pvlib  # NOQA: E402
+from pvlib import solarposition  # NOQA: E402
+
+
+if parse_version(pvlib.__version__) >= parse_version('0.6.1'):
+    sun_rise_set_transit_spa = solarposition.sun_rise_set_transit_spa
+else:
+    sun_rise_set_transit_spa = solarposition.get_sun_rise_set_transit
+
+
+class SolarPositionNumba:
+    params = [1, 10, 100]  # number of days
+    param_names = ['ndays']
+
+    def setup(self, ndays):
+        self.times = pd.date_range(start='20180601', freq='1min',
+                                   periods=1440*ndays)
+        self.times_localized = self.times.tz_localize('Etc/GMT+7')
+        self.lat = 35.1
+        self.lon = -106.6
+        self.times_daily = pd.date_range(
+            start='20180601', freq='24h', periods=ndays, tz='Etc/GMT+7')
+
+    def time_spa_python(self, ndays):
+        solarposition.spa_python(
+            self.times_localized, self.lat, self.lon, how='numba')
+
+    def time_sun_rise_set_transit_spa(self, ndays):
+        sun_rise_set_transit_spa(
+            self.times_daily, self.lat, self.lon, how='numba')
diff --git a/benchmarks/benchmarks/temperature.py b/benchmarks/benchmarks/temperature.py
index 58867dd3..d8a8dad9 100644
--- a/benchmarks/benchmarks/temperature.py
+++ b/benchmarks/benchmarks/temperature.py
@@ -1,51 +1,51 @@
-# """
-# ASV benchmarks for irradiance.py
-# """
-#
-# import pandas as pd
-# import pvlib
-# from pkg_resources import parse_version
-# from functools import partial
-#
-#
-# def set_weather_data(obj):
-#     obj.times = pd.date_range(start='20180601', freq='1min',
-#                               periods=14400)
-#     obj.poa = pd.Series(1000, index=obj.times)
-#     obj.tamb = pd.Series(20, index=obj.times)
-#     obj.wind_speed = pd.Series(2, index=obj.times)
-#
-#
-# class SAPM:
-#
-#     def setup(self):
-#         set_weather_data(self)
-#         if parse_version(pvlib.__version__) >= parse_version('0.7.0'):
-#             kwargs = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS['sapm']
-#             kwargs = kwargs['open_rack_glass_glass']
-#             self.sapm_cell_wrapper = partial(pvlib.temperature.sapm_cell,
-#                                              **kwargs)
-#         else:
-#             sapm_celltemp = pvlib.pvsystem.sapm_celltemp
-#
-#             def sapm_cell_wrapper(poa_global, temp_air, wind_speed):
-#                 # just swap order; model params are provided by default
-#                 return sapm_celltemp(poa_global, wind_speed, temp_air)
-#             self.sapm_cell_wrapper = sapm_cell_wrapper
-#
-#     def time_sapm_cell(self):
-#         # use version-appropriate wrapper
-#         self.sapm_cell_wrapper(self.poa, self.tamb, self.wind_speed)
-#
-#
-# class Fuentes:
-#
-#     def setup(self):
-#         if parse_version(pvlib.__version__) < parse_version('0.8.0'):
-#             raise NotImplementedError
-#
-#         set_weather_data(self)
-#
-#     def time_fuentes(self):
-#         pvlib.temperature.fuentes(self.poa, self.tamb, self.wind_speed,
-#                                   noct_installed=45)
+"""
+ASV benchmarks for irradiance.py
+"""
+
+import pandas as pd
+import pvlib
+from pkg_resources import parse_version
+from functools import partial
+
+
+def set_weather_data(obj):
+    obj.times = pd.date_range(start='20180601', freq='1min',
+                              periods=14400)
+    obj.poa = pd.Series(1000, index=obj.times)
+    obj.tamb = pd.Series(20, index=obj.times)
+    obj.wind_speed = pd.Series(2, index=obj.times)
+
+
+class SAPM:
+
+    def setup(self):
+        set_weather_data(self)
+        if parse_version(pvlib.__version__) >= parse_version('0.7.0'):
+            kwargs = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS['sapm']
+            kwargs = kwargs['open_rack_glass_glass']
+            self.sapm_cell_wrapper = partial(pvlib.temperature.sapm_cell,
+                                             **kwargs)
+        else:
+            sapm_celltemp = pvlib.pvsystem.sapm_celltemp
+
+            def sapm_cell_wrapper(poa_global, temp_air, wind_speed):
+                # just swap order; model params are provided by default
+                return sapm_celltemp(poa_global, wind_speed, temp_air)
+            self.sapm_cell_wrapper = sapm_cell_wrapper
+
+    def time_sapm_cell(self):
+        # use version-appropriate wrapper
+        self.sapm_cell_wrapper(self.poa, self.tamb, self.wind_speed)
+
+
+class Fuentes:
+
+    def setup(self):
+        if parse_version(pvlib.__version__) < parse_version('0.8.0'):
+            raise NotImplementedError
+
+        set_weather_data(self)
+
+    def time_fuentes(self):
+        pvlib.temperature.fuentes(self.poa, self.tamb, self.wind_speed,
+                                  noct_installed=45)

From 84edfb90c789b61231efd94fbefb9fb5851f52af Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Tue, 26 Apr 2022 01:02:41 +0800
Subject: [PATCH 36/43] test

---
 benchmarks/benchmarks/location.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index 2356ca1e..2e5a31ca 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -2,6 +2,7 @@
 ASV benchmarks for location.py
 """
 
+
 import pandas as pd
 import pvlib
 from pkg_resources import parse_version

From f9e66d6192931b2836d05d3b8c16484b8e810ec7 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Tue, 26 Apr 2022 01:04:52 +0800
Subject: [PATCH 37/43] test

---
 benchmarks/benchmarks/location.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index 2e5a31ca..2356ca1e 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -2,7 +2,6 @@
 ASV benchmarks for location.py
 """
 
-
 import pandas as pd
 import pvlib
 from pkg_resources import parse_version

From e55abffc8fce8fb4a98d7daac4b3275917f3d214 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Tue, 26 Apr 2022 01:06:49 +0800
Subject: [PATCH 38/43] test

---
 benchmarks/benchmarks/location.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index 2356ca1e..2e5a31ca 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -2,6 +2,7 @@
 ASV benchmarks for location.py
 """
 
+
 import pandas as pd
 import pvlib
 from pkg_resources import parse_version

From b48545879edfdd3c8077a52ec3e8fe8572b2ca72 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Tue, 26 Apr 2022 01:13:16 +0800
Subject: [PATCH 39/43] test

---
 benchmarks/benchmarks/location.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/location.py b/benchmarks/benchmarks/location.py
index 2e5a31ca..2356ca1e 100644
--- a/benchmarks/benchmarks/location.py
+++ b/benchmarks/benchmarks/location.py
@@ -2,7 +2,6 @@
 ASV benchmarks for location.py
 """
 
-
 import pandas as pd
 import pvlib
 from pkg_resources import parse_version

From 4158fd0c2ce0d592c71274c732dcc1220f8f66b9 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Wed, 27 Apr 2022 01:04:20 +0800
Subject: [PATCH 40/43] asv

---
 benchmarks/benchmarks/solarposition.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 71bc3070..e759c4e7 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -2,6 +2,7 @@
 ASV benchmarks for solarposition.py
 """
 
+
 import datetime
 import pandas as pd
 import pvlib

From 0f342cfe7a1e014ed12c140101c8d821d29c2b1e Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Wed, 27 Apr 2022 01:11:20 +0800
Subject: [PATCH 41/43] asv

---
 benchmarks/benchmarks/solarposition.py | 1 -
 1 file changed, 1 deletion(-)

diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index e759c4e7..71bc3070 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -2,7 +2,6 @@
 ASV benchmarks for solarposition.py
 """
 
-
 import datetime
 import pandas as pd
 import pvlib

From 56a42bb55e300a186d2683e9eb5e9c36e6df57d4 Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Wed, 27 Apr 2022 01:25:50 +0800
Subject: [PATCH 42/43] asv

---
 benchmarks/benchmarks/solarposition.py | 1 +
 1 file changed, 1 insertion(+)

diff --git a/benchmarks/benchmarks/solarposition.py b/benchmarks/benchmarks/solarposition.py
index 71bc3070..e759c4e7 100644
--- a/benchmarks/benchmarks/solarposition.py
+++ b/benchmarks/benchmarks/solarposition.py
@@ -2,6 +2,7 @@
 ASV benchmarks for solarposition.py
 """
 
+
 import datetime
 import pandas as pd
 import pvlib

From b7dca4c243fba5d5306d1b67e21227ac97eec58d Mon Sep 17 00:00:00 2001
From: roger-lcc <953120129@qq.com>
Date: Wed, 27 Apr 2022 01:32:03 +0800
Subject: [PATCH 43/43] asv

---
 benchmarks/benchmarks/soiling.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/benchmarks/benchmarks/soiling.py b/benchmarks/benchmarks/soiling.py
index a5c17229..e1d76a2a 100644
--- a/benchmarks/benchmarks/soiling.py
+++ b/benchmarks/benchmarks/soiling.py
@@ -25,3 +25,6 @@ def time_kimber(self, ndays):
         cleaningthreshold = 25
         soiling.kimber(self.rainfall, cleaningthreshold)
 
+    def time_hsu(self, ndays):
+        cleaningthreshold = 0.5
+        soiling.hsu(self.rainfall, )