diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml index 0008571d2b..1e290f1421 100644 --- a/.github/workflows/pytest.yml +++ b/.github/workflows/pytest.yml @@ -40,7 +40,7 @@ jobs: - name: Install Conda environment with Micromamba if: matrix.environment-type == 'conda' - uses: mamba-org/setup-micromamba@v2 + uses: mamba-org/setup-micromamba@v3 with: environment-file: ${{ env.REQUIREMENTS }} cache-downloads: false @@ -49,6 +49,7 @@ jobs: python=${{ matrix.python-version }} condarc: | channel-priority: flexible + micromamba-version: '2.6.0-0' env: # build requirement filename. First replacement is for the python # version, second is to add "-min" if needed diff --git a/docs/sphinx/source/whatsnew/v0.15.2.rst b/docs/sphinx/source/whatsnew/v0.15.2.rst index 37f8692280..31e4920994 100644 --- a/docs/sphinx/source/whatsnew/v0.15.2.rst +++ b/docs/sphinx/source/whatsnew/v0.15.2.rst @@ -10,6 +10,8 @@ Breaking Changes Deprecations ~~~~~~~~~~~~ +* Deprecated ``Location.pytz`` attribute. Use ``Location.tz`` property instead. + (:ghuser:`JoLo90`, :pull:`2757`) Bug fixes diff --git a/docs/tutorials/solarposition.ipynb b/docs/tutorials/solarposition.ipynb index bd3245445d..d3f9d1a796 100644 --- a/docs/tutorials/solarposition.ipynb +++ b/docs/tutorials/solarposition.ipynb @@ -31,9 +31,12 @@ }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.053610Z", + "start_time": "2026-05-19T08:33:51.049109Z" + } + }, "source": [ "import datetime\n", "\n", @@ -48,17 +51,24 @@ "\n", "# finally, we import the pvlib library\n", "import pvlib" - ] + ], + "outputs": [], + "execution_count": 47 }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.059389Z", + "start_time": "2026-05-19T08:33:51.057556Z" + } + }, "source": [ "import pvlib\n", "from pvlib.location import Location" - ] + ], + "outputs": [], + "execution_count": 48 }, { "cell_type": "markdown", @@ -69,8 +79,22 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.084272Z", + "start_time": "2026-05-19T08:33:51.071404Z" + } + }, + "source": [ + "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", + "print(tus)\n", + "golden = Location(39.742476, -105.1786, 'America/Denver', 1830, 'Golden')\n", + "print(golden)\n", + "golden_mst = Location(39.742476, -105.1786, 'MST', 1830, 'Golden MST')\n", + "print(golden_mst)\n", + "berlin = Location(52.5167, 13.3833, 'Europe/Berlin', 34, 'Berlin')\n", + "print(berlin)" + ], "outputs": [ { "name": "stdout", @@ -103,31 +127,34 @@ ] } ], - "source": [ - "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", - "print(tus)\n", - "golden = Location(39.742476, -105.1786, 'America/Denver', 1830, 'Golden')\n", - "print(golden)\n", - "golden_mst = Location(39.742476, -105.1786, 'MST', 1830, 'Golden MST')\n", - "print(golden_mst)\n", - "berlin = Location(52.5167, 13.3833, 'Europe/Berlin', 34, 'Berlin')\n", - "print(berlin)" - ] + "execution_count": 49 }, { "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.131133Z", + "start_time": "2026-05-19T08:33:51.128458Z" + } + }, "source": [ "times = pd.date_range(start=datetime.datetime(2014,6,23), end=datetime.datetime(2014,6,24), freq='1Min')\n", - "times_loc = times.tz_localize(tus.pytz)" - ] + "times_loc = times.tz_localize(tus.tz)" + ], + "outputs": [], + "execution_count": 50 }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.153213Z", + "start_time": "2026-05-19T08:33:51.148680Z" + } + }, + "source": [ + "times" + ], "outputs": [ { "data": { @@ -143,22 +170,39 @@ " '2014-06-23 23:55:00', '2014-06-23 23:56:00',\n", " '2014-06-23 23:57:00', '2014-06-23 23:58:00',\n", " '2014-06-23 23:59:00', '2014-06-24 00:00:00'],\n", - " dtype='datetime64[ns]', length=1441, freq='T')" + " dtype='datetime64[ns]', length=1441, freq='min')" ] }, - "execution_count": 5, + "execution_count": 51, "metadata": {}, "output_type": "execute_result" } ], - "source": [ - "times" - ] + "execution_count": 51 }, { "cell_type": "code", - "execution_count": 6, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.460994Z", + "start_time": "2026-05-19T08:33:51.166725Z" + } + }, + "source": [ + "pyephemout = pvlib.solarposition.pyephem(times_loc, tus.latitude, tus.longitude)\n", + "spaout = pvlib.solarposition.spa_python(times_loc, tus.latitude, tus.longitude)\n", + "\n", + "pyephemout['elevation'].plot(label='pyephem')\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", + "spaout['elevation'].plot(label='spa')\n", + "plt.legend(ncol=2)\n", + "plt.title('elevation')\n", + "\n", + "print('pyephem')\n", + "print(pyephemout.head())\n", + "print('spa')\n", + "print(spaout.head())" + ], "outputs": [ { "name": "stdout", @@ -194,89 +238,38 @@ "2014-06-23 00:04:00-07:00 -34.127471 353.858574 -2.150733 \n" ] }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/johannloux/PycharmProjects/JoLo90/pvlib/pvlib/solarposition.py:251: UserWarning: Reloading spa to use numpy\n", + " warnings.warn('Reloading spa to use numpy')\n" + ] + }, { "data": { - "image/png": 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\n", 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" }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "pyephemout = pvlib.solarposition.pyephem(times_loc, tus.latitude, tus.longitude)\n", - "spaout = pvlib.solarposition.spa_python(times_loc, tus.latitude, tus.longitude)\n", - "\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", - "plt.legend(ncol=2)\n", - "plt.title('elevation')\n", - "\n", - "print('pyephem')\n", - "print(pyephemout.head())\n", - "print('spa')\n", - "print(spaout.head())" - ] + "execution_count": 52 }, { "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.832710Z", + "start_time": "2026-05-19T08:33:51.466015Z" } - ], + }, "source": [ "plt.figure()\n", "pyephemout['elevation'].plot(label='pyephem')\n", @@ -305,12 +298,86 @@ "(pyephemout['apparent_azimuth'] - spaout['azimuth']).plot(label='diff')\n", "plt.legend(ncol=3)\n", "plt.title('azimuth');" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "
" + ], + "image/png": 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" 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" 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" + }, + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } + } + ], + "execution_count": 53 }, { "cell_type": "code", - "execution_count": 8, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:51.952011Z", + "start_time": "2026-05-19T08:33:51.837764Z" + } + }, + "source": [ + "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", + "spaout = pvlib.solarposition.spa_python(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", + "\n", + "pyephemout['elevation'].plot(label='pyephem')\n", + "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", + "spaout['elevation'].plot(label='spa')\n", + "plt.legend(ncol=2)\n", + "plt.title('elevation')\n", + "\n", + "print('pyephem')\n", + "print(pyephemout.head())\n", + "print('spa')\n", + "print(spaout.head())" + ], "outputs": [ { "name": "stdout", @@ -348,37 +415,43 @@ }, { "data": { - "image/png": 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\n", 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" }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 54 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:52.066395Z", + "start_time": "2026-05-19T08:33:51.961833Z" + } + }, "source": [ "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", - "spaout = pvlib.solarposition.spa_python(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", + "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "spaout['elevation'].plot(label='spa')\n", + "ephemout['elevation'].plot(label='ephem')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", "print('pyephem')\n", "print(pyephemout.head())\n", - "print('spa')\n", - "print(spaout.head())" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, + "print('ephem')\n", + "print(ephemout.head())" + ], "outputs": [ { "name": "stdout", @@ -416,24 +489,38 @@ }, { "data": { - "image/png": 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\n", 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" }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 55 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:52.228018Z", + "start_time": "2026-05-19T08:33:52.075884Z" + } + }, "source": [ - "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", - "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(golden.tz), golden.latitude, golden.longitude)\n", + "loc = berlin\n", + "\n", + "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", + "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "\n", "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", + "ephemout['apparent_elevation'].plot(label='ephem apparent')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", @@ -441,12 +528,7 @@ "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, + ], "outputs": [ { "name": "stdout", @@ -484,19 +566,31 @@ }, { "data": { - "image/png": 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\n", 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" }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 56 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:52.535084Z", + "start_time": "2026-05-19T08:33:52.234701Z" + } + }, "source": [ "loc = berlin\n", + "times = pd.date_range(start=datetime.date(2015,3,28), end=datetime.date(2015,3,29), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", @@ -504,20 +598,20 @@ "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", "ephemout['elevation'].plot(label='ephem')\n", - "ephemout['apparent_elevation'].plot(label='ephem apparent')\n", "plt.legend(ncol=2)\n", "plt.title('elevation')\n", "\n", + "plt.figure()\n", + "pyephemout['azimuth'].plot(label='pyephem')\n", + "ephemout['azimuth'].plot(label='ephem')\n", + "plt.legend(ncol=2)\n", + "plt.title('azimuth')\n", + "\n", "print('pyephem')\n", "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, + ], "outputs": [ { "name": "stdout", @@ -528,15 +622,15 @@ "2015-03-28 00:00:00+01:00 -34.669825 356.421155 -34.669825 \n", "2015-03-28 00:05:00+01:00 -34.705895 357.939260 -34.705895 \n", "2015-03-28 00:10:00+01:00 -34.721813 359.458321 -34.721813 \n", - "2015-03-28 00:15:00+01:00 -34.717561 0.977630 -34.717561 \n", - "2015-03-28 00:20:00+01:00 -34.693143 2.496380 -34.693143 \n", + "2015-03-28 00:15:00+01:00 -34.717561 0.977631 -34.717561 \n", + "2015-03-28 00:20:00+01:00 -34.693143 2.496381 -34.693143 \n", "\n", " azimuth apparent_zenith zenith \n", "2015-03-28 00:00:00+01:00 356.421155 124.669825 124.669825 \n", "2015-03-28 00:05:00+01:00 357.939260 124.705895 124.705895 \n", "2015-03-28 00:10:00+01:00 359.458321 124.721813 124.721813 \n", - "2015-03-28 00:15:00+01:00 0.977630 124.717561 124.717561 \n", - "2015-03-28 00:20:00+01:00 2.496380 124.693143 124.693143 \n", + "2015-03-28 00:15:00+01:00 0.977631 124.717561 124.717561 \n", + "2015-03-28 00:20:00+01:00 2.496381 124.693143 124.693143 \n", "ephem\n", " apparent_elevation elevation azimuth \\\n", "2015-03-28 00:00:00+01:00 -34.667077 -34.667077 356.419216 \n", @@ -555,32 +649,44 @@ }, { "data": { - "image/png": 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\n", 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" 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\n", 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" }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 57 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:52.750454Z", + "start_time": "2026-05-19T08:33:52.544768Z" + } + }, "source": [ "loc = berlin\n", - "times = pd.date_range(start=datetime.date(2015,3,28), end=datetime.date(2015,3,29), freq='5min')\n", + "times = pd.date_range(start=datetime.date(2015,3,30), end=datetime.date(2015,3,31), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", @@ -601,12 +707,7 @@ "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, + ], "outputs": [ { "name": "stdout", @@ -614,14 +715,14 @@ "text": [ "pyephem\n", " apparent_elevation apparent_azimuth elevation \\\n", - "2015-03-30 00:00:00+02:00 -31.976429 338.920871 -31.976429 \n", + "2015-03-30 00:00:00+02:00 -31.976432 338.920871 -31.976432 \n", "2015-03-30 00:05:00+02:00 -32.239797 340.360894 -32.239797 \n", "2015-03-30 00:10:00+02:00 -32.485100 341.809413 -32.485100 \n", "2015-03-30 00:15:00+02:00 -32.712074 343.265937 -32.712074 \n", "2015-03-30 00:20:00+02:00 -32.920477 344.729920 -32.920477 \n", "\n", " azimuth apparent_zenith zenith \n", - "2015-03-30 00:00:00+02:00 338.920871 121.976429 121.976429 \n", + "2015-03-30 00:00:00+02:00 338.920871 121.976432 121.976432 \n", "2015-03-30 00:05:00+02:00 340.360894 122.239797 122.239797 \n", "2015-03-30 00:10:00+02:00 341.809413 122.485100 122.485100 \n", "2015-03-30 00:15:00+02:00 343.265937 122.712074 122.712074 \n", @@ -644,32 +745,44 @@ }, { "data": { - "image/png": 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\n", 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" 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\n", 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" }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 58 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:52.995522Z", + "start_time": "2026-05-19T08:33:52.755342Z" + } + }, "source": [ "loc = berlin\n", - "times = pd.date_range(start=datetime.date(2015,3,30), end=datetime.date(2015,3,31), freq='5min')\n", + "times = pd.date_range(start=datetime.date(2015,6,28), end=datetime.date(2015,6,29), freq='5min')\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", @@ -690,12 +803,7 @@ "print(pyephemout.head())\n", "print('ephem')\n", "print(ephemout.head())" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, + ], "outputs": [ { "name": "stdout", @@ -733,72 +841,41 @@ }, { "data": { - "image/png": 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yne2U01mRMBFlyKQubI4WEoq04qIiJZ2Ok2090mogFZKimHriB7b+ttLpOMZBViRMxNiw7Wc+Sf2ZK5Ni6H57P6fjZGtuj5vutV7kmEsY/MXDTscxDrIiYSLGwDndSRbhkTov2TURWaBB1dto4C3DtzFHmPnNcKfjGIfYf5qJCB9/PZwlMUdo5CtDncq3Oh0nx3gqYRRxqcq7m9/mxImjTscxDrAiYcLesb+O88HWdyiR4uOJBDtYnZXiChTjrrgEtkULgyd1cTqOcUDQioSIuEXkZxH5NNBdRkR+EJFNIjJRRKKDNS+Ts7w45SF2RsH9xVpTMH+c03FynAebPcvVJ2KZ6V3Bms1LnY5jslgwtyQeAdam6X4FGKKqlwF/Ag8EcV4mh1i+ZTlzUn+m9l9R3NvcDlY7weVy0aveILwIg7/q6XQck8WCUiREpBTQFHgv0C3ATcCUwCBjgJbBmJfJWQZ9/QgulEfqvQwiTsfJsWpeeQONuJylsccY/8WrTscxWShYWxKvA30AX6C7CHBQVVMD3TuAdE9qF5EuIrJMRJYlJiYGKY7JDt7/+i1WRR+ihS+eylc1dDpOjvdEm9GUTFE+3DGWY8cOOx3HZJFMFwkRaQbsVdXlFzK+qo5U1RqqWiMuzvY3G79jJ07w0da3KZXipWfrd52OY4D8eQvStsQ97IwSBk950Ok4JosEY0uiLnC7iGwDPsa/m2koUFBEPIFhSgE7gzAvk0O8NK0nu6J83Fu4CfkKXux0HBPQoelTVEmK5TPfKtbZQewcIdNFQlWfVNVSqhoPtAW+UdV2wDwgITBYe2BGZudlcob1f2xkbtL31Djh4p4WLzsdx5ymR72BpIgw1A5i5wihvE7iCeBREdmE/xjFqBDOy2Qjr87uRrLAw9c8hbg9Zx/BZKlrK91IA99lLIo9xsyv33A6jgmxoBYJVZ2vqs0Cz7eoai1VvUxV26iqtTlszmrWD9NYGrWbxslFqV3LmgEPV31bj6RIqjJ6yzskJ/3ldBwTQnbFtQkbqV4v760cQJFUL72ave10HHMGcQWKcUfh29kcLbwxpZvTcUwIWZEwYWPIjGfYEp1Cm9hrKX5xRafjmLPocXt/KiRF8UnSUnbsXOd0HBMiViRMWNhzaC+z/pxFxSTloTYjnI5jzoHL7aZLtWc54hIGzbbmxLMrKxImLPxvWhf+9AgPXPYwnuhcTscx56hhjZbUTynBvKh9zPvB7omdHVmRMI5bvGYBC2QTN57ITeObejgdx5ynx5uPJK9PeXvFy/i8qWcfwUQUKxLGccMW9SFGlZ43v+50FHMBLr2oDM1zXc+aGB/vTO/jdBwTZFYkjKNGfTmEVTHHuJ0KlL+sjtNxzAV6NGEoZZOFSQe/ZN+f1rhCdmJFwjjm6F/HmPj7aC5J8fFIG2ufKZJFR0XT4fJH2OdxMWia3ZwoO7EiYRzzytRu7IqCdsVakydvEafjmExqdcMD1EkqwBz3dn5c9ZXTcUyQWJEwjlj322q+TFlOjRMe2tnNhLKNRxsOJ0qVN77r63QUEyRWJIwjBn3ZnVSBbrVfsJsJZSMV46vS2F2Fn2OT+HD2/5yOY4LAioTJcjO+G88P0ftpmHoxNas2dzqOCbLHE96mZIoy/o8JdnOibMCKhMlSqampjF4zkKKpPh5t+Z7TcUwI5M2dn7svbue/OdHUh5yOYzLJioTJUkM+eYwt0V4S8t5IsaKlnY5jQqR9kyepciKGz7wr2bDtF6fjmEywImGyzB/7dzDzyFdUTBIevuN1p+OYEOt+3UskizBkjl1FH8msSJgs8+r0LhxyQecreuGOinI6jgmxOpVv5WbvpSyKOcRnC+yeY5HKioTJEgtXzGG++zeuTypIo/qdnI5jsshjLUdSJNXHqHVDSU1NcTqOuQCZLhIiEisiS0VkhYisFpF+gf5lROQHEdkkIhNFJDrzcU0k8vl8vPnDU+TyKb0bWzPgOclFRUrSMn9DNsYow6f2djqOuQDB2JJIAm5S1SpAVaCxiFwLvAIMUdXLgD+BB4IwLxOB3v/8JVbFJNHMU4Vyl1ZxOo7JYj1aDeTyJBfTjs5jz77fnY5jzlOmi4T6HQ10RgUeCtwETAn0HwO0zOy8TOQ5fPwgH+/6iNLJSu827zgdxzjA4/HQ6co+HHQLA6d3djqOOU9BOSYhIm4R+QXYC8wFNgMHVfXvxuV3ACWDMS8TWQZOfojdUUK7UveSO1c+p+MYhzSt2466yUX42rOTxb/MdjqOOQ9BKRKq6lXVqkApoBZwzjcoFpEuIrJMRJYlJiYGI44JE2u2LOdL3yqqn4jlntusLZ+c7tHGbxKjyogfnkF9PqfjmHMU1LObVPUgMA+oAxQUEU/gpVJAuo3Mq+pIVa2hqjXi4uKCGcc4bMhXPfEi/KfeK05HMWGgfOkraeKpxorYFMbM7u90HHOOgnF2U5yIFAw8zwXcCqzFXywSAoO1B2Zkdl4mckz/diRLYg5zq8ZT/cqbnI5jwsR/E97mkmRlwu7JHD120Ok45hwEY0uiBDBPRFYCPwJzVfVT4AngURHZBBQB7GqaHCIlOYn3NwwnLtXHY63sZkLmH3ly5eGeS9qzK0oYNMVuThQJgnF200pVvUZVr1bVq1T1hUD/LapaS1UvU9U2qpqU+bgmEgyd9ghbopXWBW+jaKESTscxYebexo9T7UQuZvtWs27LMqfjmLOwK65NUO3Yu5XpxxdSMclN15Z2LMKkr0e9V/EivPbVI05HMWdhRcIE1eCZXTjiErpc/RQut9vpOCZM1bzyRm7WMiyOOcyMb0c6HcecgRUJEzQLl09nnmcX9VLiuPXaO52OY8Lc461GUjTVx/vrh5OSbHujw5UVCRMUPq+Xt5b3I5dP+W+Tt5yOYyJAXKEStCrQmM0xyrBpttspXFmRMEExetb/8WtMKk1jalO25DlfS2lyuB6tXqVCkpvpxxeyM3Gb03FMOqxImEw7eGQfE/fNoHQyPJZgrbyac+dyu3mwcl8OuYRBMx50Oo5JhxUJk2mDJ3dmd5SL+8s8TGxMLqfjmAjTqE5b6icXZZ5nFwt/muV0HHMaKxImU1auX8jnsomaSXm565buTscxEerR294kt095c9lz+Lxep+OYNKxImEwZOv8xAHo2GOJwEhPJyl1SiaZRNVkVk8Loz/o5HcekYUXCXLBJc15jaexxGlKRquWvdTqOiXCP3vkmpZNh4t5pHDp6wOk4JsCKhLkgJ04cZez20RRPUfok2MVQJvNyxeTm3ks7stvadQorViTMBXl9Sle2Rwt3FkugYL7CTscx2cTdDR+lxoncfKHrWL1pqdNxDFYkzAXY+vuvzEz+iauSounc7Fmn45hspsf1g1Dg9W/sArtwYEXCnLchn3fjuEvoVutFXC77CZngqn5FfW7VciyJOcon8950Ok6OZ//h5rzMXTia+dF/coO3NPWrNnY6jsmmHm/9LnGpPkZveotka9fJUVYkzDnzpSbz7tohFPBBn5Z2MyETOoULFCOhUFO2RcPrU3s4HSdHsyJhztnbUx9hbQw0z9eQkkVKOh3HZHMPt3iJSkluZv71Pb/v3ux0nBzLioQ5J3sTtzDp6ALKJrt5tNWrTscxOYDL7ebBKk9zxCUMmmWnxDol00VCRC4RkXkiskZEVovII4H+hUVkrohsDPwtlPm4xilDpj/Ifo+LTlf1xePxOB3H5BC31G7DDSlxfBu1h/nLPnE6To4UjC2JVOC/qloJuBboLiKVgL7A16paHvg60G0i0NLl0/giag+1k+NoUaet03FMDvNo03fI41Pe/ukFa9fJAZkuEqq6S1V/Cjw/AqwFSgItgDGBwcYALTM7L+MAn4+3lvUjWuHx2+xmQibrxV98Oc1iarM6JpX3Zj7tdJwcJ6jHJEQkHrgG+AEorqq7Ai/tBopnME4XEVkmIssSExODGccEwbgZfVgW6+PW6DpUKFXB6Tgmh+qdMIJLk2HigVkcPLjb6Tg5StCKhIjkBaYCvVT1cNrXVFUBTW88VR2pqjVUtUZcXFyw4pggOPjnTsbun03JFOHJ1m84HcfkYLExubivXDf2elwMntrZ6Tg5SlCKhIhE4S8Q41V1WqD3HhEpEXi9BLA3GPMyWWfw1AfYFeXm/st6kic21uk4Joe766auVE/Kz+eubfy6eq7TcXKMYJzdJMAoYK2qvpbmpZlA+8Dz9sCMzM7LZJ0ff5nJbPcOqicX4p4bbc3NhIdeNw8DYPjCJ0DT3TlhgiwYWxJ1gfuAm0Tkl8CjCfAycKuIbARuCXSbCODzennjh2fxAH0aWds5JnxULVedBu4qfJ8rhWmz7eZEWSHTJ7yr6iJAMnj55sxO32S9D2Y+xc+xXlp7alGp9FVOxzHmFE/d8RY/fVyXUX9MotGR7uTJZ8cyQ8muuDanOHBgJxMOfErpZOGJNrYVYcJPobz5ufuSzvwW7ea1yZ2cjpPtWZEwpxg0rRN7PC46lO9Jrmg7WG3CU+dGj1AlKT8zZQsrV81xOk62ZkXCnLRk+VQ+9+ykdnJh2tjBahPmHrv5DUAY+p0dxA4lKxIGAF9qCiOW9SPGB483ecfpOMacVdVy1Wjoqc7S2FQ+nPGk03GyLSsSBoD3P+nNL7FKk1z1qVCyotNxjDknT7V5m1LJwth9szj45x9Ox8mWrEgY9u3ZxPjD31A62U2f1q87HceYc5YnNhftL/sPu6NcDJxqB7FDwYqE4bUZD5DocfPAVX2JjY5xOo4x56VtgweplVSY2Z4dLFluzYkHmxWJHO777z/g8+j91EopwR3WDLiJUH2avEOMD95Y9hy+1BSn42QrViRysNSk4wz7dRCxPniqmR2sNpGrQqmKNMl9Iytjlfem9nQ6TrZiRSIHe3PyQ6yOFVoUaEq5i8o4HceYTOnbegjxyR4mHP2W3TvXOB0n27AikUNt3rKUick/UT4phsdbvuR0HGMyLToqigerPMsBt4shnz7odJxsw4pETqTK4LndOe4SHqnzKm63/QxM9nB7rVZc672UL2IOMe+bYU7HyRZs6ZADTf7seRbGnuBmKnFD5ZucjmNMUP1fy/fI5xPe3PQ2ycf+dDpOxLMikcMcPLCDUbsnc1GK8H93jnI6jjFBd0mREtxR7G7WxbgZOqmj03EinhWJHGbw1PbsjHJzf7meFMidz+k4xoREryZ9uSIpH5PZyK+/znY6TkSzIpGDfPf9+3watYcaycW4r4E14GeyL5fLxRO3vIkivPb9k3btRCZYkcghUk8cZfivg8jlg6ebv+d0HGNCrnrZqjSOqceyWB+jpz3idJyIFZQiISKjRWSviKxK06+wiMwVkY2Bv4WCMS9zYd6a1IlVsS6aF2zBZXZNhMkhnkkYRnyyhw+PzGfHbyudjhORgrUl8QHQ+LR+fYGvVbU88HWg2zhg87pv+Ch1NeWSc9GnRX+n4xiTZWKio+lerT+H3C4Gz+5s9524AEEpEqq6ADhwWu8WwJjA8zFAy2DMy5wnn5dB8x/lhEvoVfc1uybC5DiNqzejvlbgq1x/MeOz552OE3FCucQorqq7As93A8VDOC+TgbFTerIol5ebPDW5sVI9p+MY44h+d44mLkUYuWsyh/dtdTpORMmS1UpVVSDd7TwR6SIiy0RkWWJiYlbEyTF2blvG6CPzuCTZQ782bzkdxxjHFM5TgPsu68Vv0W6GTL3fdjudh1AWiT0iUgIg8HdvegOp6khVraGqNeLi4kIYJ4fx+Rj0xUMcdLvoVv1F8sTEOp3IGEd1vLET16RczPSYP/l+vjXZca5CWSRmAu0Dz9sDM0I4L3OaadP/y1e5kqknlWlWrYnTcYwJC8+1GE0un/D6xnc4cWiP03EiQrBOgf0IWAxUEJEdIvIA8DJwq4hsBG4JdJsssO/3Fbx94EuKp7gZ0OZdp+MYEzbKxZUk4aIOrI1xM3RSO6fjRIRgnd10t6qWUNUoVS2lqqNUdb+q3qyq5VX1FlU9/ewnEwo+H699+gC7PS46X/UsBXPndTqRMWGlV+PeXJlclIlRu1m8yFaizsbOh8xmvpjVl09znaCmVqTttXc4HceYsONyuXi++fvE+mDImiEkHbETZs7EikQ2cviP1QzfO4vCXjcvJVgLr8ZkpOJF8dxR7F7WxrgZNvFup+OENSsS2YXPx6AZHdge7eHey/tQLF8BpxMZE9YebdKHK5KL8rF7Nz9+O9zpOGHLikQ2MXtmH6bn+ovq3vJ0rm8H5Iw5G5fLxQvN3idKhcHrRpB8aKfTkcKSFYlsIHHrDwzb9xlFUj282uZ9p+MYEzEqloinZfH2rI71MOLje+wiu3RYkYh0KScY/HkX/vC46VL5edvNZMx56nPbo5RPKc746H0s/2qg03HCjhWJCPfJ5C58lsdHbVd17q7d0uk4xkQcl8tF/2aj8aiLV7aO5njiJqcjhRUrEhHsj19nMfyvHymWEsOgO61tJmMu1JUXlebOUt1YGxPF0CltwZvqdKSwYUUiUv31J4MW9mG/202v2kMoEJvb6UTGRLRHG3blSm85Ps51gm+m9XQ6TtiwIhGJVJk44R7m5vFwXezNNK9c3+lExmQLg1uPJr83ikGHvuHA2i+cjhMWrEhEoM3fvs5w2U7xlHwMav2q03GMyTZKFihMl8r/Y4fHw6BvesOx/U5HcpwViQiTuvMXXlr3FsfEzTMN3iZ3VIzTkYzJVu6rdRvVoq5nVl4P0z+6O8efFmtFIpIkHeHdT+7jh1wxNI7ryI3lrnY6kTHZ0vCE1yiSko8hrh38Nj9nnxZrRSJSqPLDxI6MzKuU9l7GgCa9nE5kTLaVNyaWp28YwWFx8/K6d/H9/qPTkRxjRSJCHFz8Jv2TVxHjjeHNViNxueyrMyaUbi1/DdcXbsfC3LGMnXYfHE335prZni1pIsG273jtp8H85onioSr/49JCdptXY7LCa836UNxbjmEFPPw04S7wpjgdKctZkQh3f27ns2nt+SRfHq7O3ZSONRo5nciYHMPtdvFOi3dwe3PxrGsXB2c/4XSkLBfyIiEijUVkvYhsEpG+oZ5ftpJ0lM3j76R/oRjypZZkZKt+TicyJscpV6Q4Pa55hd88Ubzy23T05wlOR8pSIS0SIuIGRgC3AZWAu0WkUijnmW34vByf+iBPRB8kSWMZ1miEne5qjEPaV7uJa/K14dO8eZj+TR/Y8q3TkbJMqLckagGbVHWLqiYDHwMtQjzPyKcKn/dh0P7FrI+JpmPFZ6lRqpzTqYzJ0d5t8RT5vJfxYuGCbJxyH+xZ7XSkLBHqIlES+D1N945AP3Mm81/i0zUTmJw/H5Vyt6DndVZXjXFatMfDyCbDSNE8PFooL8c+bA37NzsdK+QcP3AtIl1EZJmILEtMtBuSs2AQm78fzLNF48jlvYwPWj7rdCJjTMBVF11C96v6sS3KwzO5Fd8HzeDAFqdjhVSoi8RO4JI03aUC/U5S1ZGqWkNVa8TF5eBTO1Xhq+c5Pm8ADxe/lBTNzegmQ8kVFe10MmNMGl1qNaZWwXZ8lSeaMZ5U+KAZJG5wOlbIhLpI/AiUF5EyIhINtAVmhniekcebAp/2QhcNoVuJq9jlSaXHVc9x1UWlnU5mjEnHyOaPU4hreK1Abn7QZBh1K2xf7HSskAhpkVDVVKAH8CWwFpikqjnjaM+5+utPGNcaln9A/0sbsDzmEHUK3ctDtW5zOpkxJgNut4uPWr6Oy1uUhwoVZVfuIjC2Bfw6xeloQRfyYxKqOltVL1fVcqr6YqjnF1EObIX3boXt3zO+alcmyRbipDbvNH/M6WTGmLMoWaAwg24YTKokc0fekiSVvAamPgDfDACfz+l4QeP4gesca+dy/ybq8X0sbTyclw98TbS3JFMShli7TMZEiFsvq0rb+Mc46t5Gm9gK6DX3wYKBMKUDpCY7HS8obGnkhD9+8R/sisrNnrZT6PLre4CbkY2GUzh3PqfTGWPOwzMN7qFSrpZsTZnHI57y0PBFWDMDJrfPFveisCKR1VKTYXo3iC1AcscvSJg/lFR3Io9WGWAXzBkToca1fp5CVOObxFG85Y6HhgNg/WxYG/nn6ViRyGo/jYG9q6HZEO76/HUO8gs3xz1Ix+q3OJ3MGHOBotxupiUMJ9pbkjfXPM83xepBXEX4uj94U52OlykepwPkOCsnQfHK/GfTejYlfU6V3K3oVakpa9eudTqZMREvNjaWUqVKERUVleXzLponH6ObvMV9n99D7297M6tmN0rP7gkb50DFJlmeJ1isSGSlP7fDjqV8eEVb5iWOpohUp1/1DuTLl4/4+HhExOmExkQsVWX//v3s2LGDMmXKOJKhaol4nqs1iOd/7E6bVZ8wP3dRcq38OKKLhO1uykq/TmZlTDSvHl9KrC+e6W1GkJyURJEiRaxAGJNJIkKRIkU4ceKEozkSrrqOu8s+wTHXFh4odDEp6z+H4wcczZQZViSyytFEti8ZzsPFS+DyFeCj29+hUO48AFYgjAmScPlfevqGttxYtDO/Rh/kxUJ58X0/3OlIF8yKRBb57bPHeLhwLo4Rw7Cb3qR80RJORzLGhNDwZj25MncrpubLy/DVo2DPGqcjXRArElngj8Xv8cjhJex2R/NMzde5oUzOuu9Shw4dmDIl+zVXYM7PjTfeyLJly5yOkaUmtH6eeNd1vFswP6Mmt4UTh5yOdN6sSIRY4sZv6f3rILZ5ovnPVa/QpnJdpyMZY7KIy+Victs3KOUty9C8Pj768I6Ia7LDikQIHdq9lv9+8zDroj10iv8vnWo2djpSurZt20bFihVp164dV1xxBQkJCcyePZuWLVueHGbu3Lm0atUKgDlz5lCnTh2qVatGmzZtOHr0KADx8fH06dOHypUrU6tWLTZt2nRy/AULFnDddddRtmzZU7YqBg4cSM2aNbn66qt57rnnTsnToUMHLr/8ctq1a8dXX31F3bp1KV++PEuXLs2CT8Wci3HjxlGrVi2qVq3KQw89hNfrJW/evPTu3Zsrr7ySm2++mbT3iZk8eTK1atXi8ssvZ+HChQB4vV4ef/zxk7+Dd955B4D58+dzww030KJFC8qWLUvfvn0ZP348tWrVonLlymzeHBk3/ImNimZC2wmUSC3CK1F7+PCj9k5HOi92CmyIHNj3G/+Z0YZfY9zcU6wT/2nQ4azj9Ju1mjV/HA5qjkoX5+e55leedbj169czatQo6tatS6dOnVi9ejXr1q0jMTGRuLg43n//fTp16sS+ffsYMGAAX331FXny5OGVV17htdde49ln/TdHKlCgAL/++itjx46lV69efPrppwDs2rWLRYsWsW7dOm6//XYSEhKYM2cOGzduZOnSpagqt99+OwsWLKB06dJs2rSJyZMnM3r0aGrWrMmECRNYtGgRM2fO5H//+x/Tp08P6ucU6V5Z+grrDqwL6jQrFq7IE7WeyPD1tWvXMnHiRL777juioqLo1q0b48eP59ixY9SoUYMhQ4bwwgsv0K9fP4YP9x+4TU1NZenSpcyePZt+/frx1VdfMWrUKAoUKMCPP/5IUlISdevWpWHDhgCsWLGCtWvXUrhwYcqWLUvnzp1ZunQpQ4cO5Y033uD1118P6nsOlUK58zDmzuk8OLExr/EzOrk797cZ4XSsc2JbEiGwb//vdJvWjFUxcH+hNvRt8qjTkc7qkksuoW5d/66we++9l++++4777ruPcePGcfDgQRYvXsxtt93GkiVLWLNmDXXr1qVq1aqMGTOG7du3n5zO3XffffLv4sX/tK/fsmVLXC4XlSpVYs+ePYB/i2TOnDlcc801VKtWjXXr1rFx40YAypQpQ+XKlXG5XCfXSEWEypUrs23btiz6VMyZfP311yxfvpyaNWtStWpVvv76a7Zs2YLL5eKuu+4C/L+lRYsWnRznjjvuAKB69eonv8c5c+YwduxYqlatSu3atdm/f//J30HNmjUpUaIEMTExlCtX7mTxiMTfwUX5CzHyzk8pnRzDkGPfMmba405HOie2JRFke/ftoMe0pqyP9tGxQCt6tXjunMc9lzX+UDn91EERoWPHjjRv3pzY2FjatGmDx+NBVbn11lv56KOPzjqdtM9jYmJOPtdAo2eqypNPPslDDz10yjS2bdt2yvAul+tkt8vlIjU1sps5CIUzrfGHiqrSvn17XnrppVP69+/f/5Tu9H4Hbrf75Peoqrzxxhs0atTolPHmz5+f7X4HJQrE8VbCbLpNaczrhz8naRp0uWOg07HOyLYkgmjbjjU8PK0JG6J9dC7Qgl6t+p99pDDx22+/nVzznzBhAvXq1ePiiy/m4osvZsCAAXTs2BGAa6+9lu++++7k8YZjx46xYcM/t26cOHHiyb916tQ54zwbNWrE6NGjTx7T2LlzJ3v37g36ezOhcfPNNzNlypST39mBAwfYvn07Pp/v5HGnv39LZ9KoUSPeeustUlJSANiwYQPHjh0LbXgHXVy4OCPumEW5ZA8jDn/OoIndnI50RrYlESQr1i+i78KHSYyC7oXb8ODt574FEQ4qVKjAiBEj6NSpE5UqVaJr164AtGvXjsTERK644goA4uLi+OCDD7j77rtJSkoCYMCAAVx++eUA/Pnnn1x99dXExMRkuLXxt4YNG7J27dqTxSRv3ryMGzcOt9sdqrdpgqhSpUoMGDCAhg0b4vP5iIqKYsSIEeTJk4elS5cyYMAAihUrdnLFISOdO3dm27ZtVKtWDVUlLi4u2x9zKlm0FCPvmkPPjxszRhZy5MN76XffOKdjpUs0jNo7r1GjhkbiedTzl03j+RX/R7LAo/E9SLip6zmPu3bt2pMLYKds27aNZs2asWrVqn+91qNHD6655hoeeOCBs04nPj6eZcuWUbRo0VDENBEib968J7cOnRAO/1Pn6uixg/Qa15AfYv+iUUpJXu4wC4/n/BsnFJHlqlojBBEzt7tJRNqIyGoR8YlIjdNee1JENonIehFplNE0It34Lwby5Mr/A+DFyv3Pq0CEu+rVq7Ny5Uruvfdep6MYky3lzVOQNzsu5IbkYnwZtZPOo+tx4PA+p2OdIrPHJFYBdwAL0vYUkUpAW+BKoDHwpohkq30IPq+X/uPu49XdYyjqdTGk7js0qHmH07EuSHx8fLpbEcuXL2fBggWnHDw8k23bttlWhHF0KyISRUfHMKzTHO6SKvwcfYwOE29m3ZafnI51UqaKhKquVdX16bzUAvhYVZNUdSuwCaiVmXmFkyPHDtJtVAMmeX+hWlJuRrX+gmsqnvngnDHGZMTldvPM/ePoXbg1ezypdJ13HzO/fdfpWEDozm4qCfyepntHoN+/iEgXEVkmIsvSXpkZrpau/op7J1zPdzF/0txblncf+I5ihdN9a8YYc1463N6PAZX64VHhua1DeWHc/fi8XkcznbVIiMhXIrIqnUeLYARQ1ZGqWkNVa8TFxQVjkiEzbHJv/rP0Efa5vTxSsBX/6zTjgg4yGWNMRm6tncAHzT+lalIuJnt/puOo69ixx7kmSM56CqyqXsjNl3cCl6TpLhXoF5F+37OF/jPuZ3HMIa5I8fDMjW9z9eVnvgbAGGMuVMni8YzqvJiXxt3LlOhV3Pfp7XQqeT/3Nc76iyZDtbtpJtBWRGJEpAxQHoi4Vtl8Xi9vfvIE7T5rztLogzT3lmVs+8VWIM6TNRXut23bNiZMmOB0DBMhXG4PT7f/mBcue4JcPuHVPeN4+N0G/JG4LWtzZGZkEWklIjuAOsBnIvIlgKquBiYBa4AvgO6q6uyOtfP007oF3D/qWt46PJsiqW4GVnia/3WaQWxMbqejmTBwIU1CWJEwF6J5vfv4uO0CmqaUZHFUIu1mNuWNqY/i9WZNsySZPbvpE1UtpaoxqlpcVRulee1FVS2nqhVU9fPMR80a23dtoPd7Dem8pBvro45zp1Tmo/ZLuLXO3U5HC4n0mgk/fvw433zzTUQ1Fb5t2zbq169PtWrVqFatGt9//z3gb//n+uuvp2nTplSoUIGHH34YX6A9/4yatH733XepWbMmVapUoXXr1hw/fhzwbxE9/PDD1K5dmz59+rB582YaN25M9erVqV+/PuvWrTs5XM+ePf/1fvv27cvChQupWrUqQ4YMyfyXZ3KM/PkK83LnL3jxsj7k97oZeXQuCaNqMGvR2NDPXFXD5nFJ2WJ67PgRdcJvuzfr0x+01tqjK+nV71+pXd+prys3LA75fNesWfNPx+wnVEc3Ce5j9hNnnP/WrVsV0EWLFqmqaseOHXXgwIHq8/m0QoUKunfvXlVVvfvuu3XmzJmamJio9evX16NHj6qq6ssvv6z9+vVTVdVLL71UBwwYoKqqY8aM0aZNm6qqavv27TUhIUG9Xq+uXr1ay5Urp6qqX375pT744IPq8/nU6/Vq06ZN9dtvv9WtW7eq2+3WlStXqtfr1WrVqmnHjh3V5/Pp9OnTtUWLFv96H8eOHdO//vpLVVU3bNig1atXV1XVefPmaUxMjG7evFlTU1P1lltu0cmTJ6uqKqDjxo1TVdV+/fpp9+7dVVV13759J6f79NNP67Bhw06+j6ZNm2pqaqqqqt500026YcMGVVVdsmSJNmjQ4Izvd968eSc/ExM6p/xPZUPJKck65KOuesN7lfSqD67Sju/UUmCZhmi5HFZtNyX6DnPbhNrUd19Bp1teoGyp0N/m8/uVXzDhh1dZ4tlLkkuolpyLTjWe4YbqLUM+73BxejPhw4YN47HHHjvZVHjHjh1ZvHgxY8eO5YsvvjjZVDhAcnLyKQ35pW0qvHfv3if7n62pcPBfhLVx40ZKly59sqlw4JyaCk9JSaFHjx788ssvuN3uUxodrFWrFmXLlj2Za9GiRSQkJPyrSeu/m7FetWoVzzzzDAcPHuTo0aOntE7apk0b3G43R48e5fvvv6dNmzYnX/u7LauM3q8xwRDliaJX2ze5Z/8OhszozjdRm84+UiaEVZG4yFOYS1JjmOFZz+dz76RKSj6uu6ghd97ci/x5CgVtPr/v2cLEeQNZengJa2NSifYotVIKkVClJzfXbnP2CYTKbS87Mtv0mgkHIqqp8CFDhlC8eHFWrFiBz+cjNjb2rO8vo+wdOnRg+vTpVKlShQ8++ID58+efHCZPnjwA+Hw+ChYsyC+//JLutNJ7v8YEU7EipXip0wy271xHPKFrqyqsmgovUqAE4x76ibcq/496qcXZ6DnM0D+ncfOk+tw7siYvju/A7O8/5Ojx87t7294DO/l47lCe+SCBhJFVafb57YxJWsRhVwotfOX5+KYJvNVlobMFwkHpNRMORFRT4YcOHaJEiRK4XC4+/PBDvGkuQFq6dClbt27F5/MxceLEk+8voyatjxw5QokSJUhJSWH8+PHpzi9//vyUKVOGyZMnA/5CsGLFijNmzJcvH0eOHLmg92dMRi4tWTGk0w+rLYm/1avWnHrVmvPXiWNM/WYYP+6cyzrXHlakLufjjcvxbHiFi1KFIr5YCko+crvzEOvOjQj4VDmeepTjvmMc1CPsdSeT6AYVAYHLEG7zxnN9hTtpXKcdLmuWOsNmwiFymgrv1q0brVu3ZuzYsTRu3PjkGj/4727Wo0cPNm3aRIMGDU4egM+oSev+/ftTu3Zt4uLiqF27doYL9vHjx9O1a1cGDBhASkoKbdu2pUqVKhlmvPrqq3G73VSpUoUOHTqcsjvOmHAVMU2Fq8/Hig2LWbJ2Flv2ryDRu599ruMcdCtHXUJqml0I0T4lv08p6HUTp3koFnURFS+qxfVVW1P64suz6u2cE6ebNT5TM+EQ+U2Fz58/n0GDBp2813ZaTjdpbULD6f8pJ4SyqfCw3JJIj7hcVK1Yl6oV6/7rNW9qKoeO7gfA7fKQL09B20IIgurVq5MnTx4GDx7sdBRjjEMiZksiu8qJaz3GhFJO/J8K25sOmeAIp0JtTCSz/6XgsyLhsNjYWPbv328/bmMySVXZv3//Kac/m8yLmGMS2VWpUqXYsWMHkXAvDWPCXWxsLKVKlXI6RrZiRcJhUVFRlClTxukYxhiTLtvdZIwxJkNWJIwxxmTIioQxxpgMhdV1EiJyBFjvdI5zUAA45HSIc2A5gysSckZCRrCcwVZBVfOFYsLhduB6faguCAkmERmpql2cznE2ljO4IiFnJGQEyxlsIhKyq5Btd9OFmeV0gHNkOYMrEnJGQkawnBEj3HY3LYuELQljjAknoVx2htuWxEinAxhjTAQK2bIzrLYkjDHGhJdw25JwhIg0FpH1IrJJRPoG+o0SkRUislJEpohI3gzGfTIw3noRaXSmaYYgo4jIiyKyQUTWikjPDMZtLyIbA4/2afpXF5FfA9McJhnd1zPzOW8SkZ9EZJWIjBGRdE+YyKqcIjJaRPaKyKo0/QaKyLrA9/2JiBQ81/cX6F9GRH4I9J8oItGZyXiGnM+LyE4R+SXwaBKmOauKyJJAxmUiUiuDcbPyt3mJiMwTkTUislpEHgn0bxPo9olIhrtssvIzDSuqmqMfgBvYDJQFooEVQCUgf5phXgP6pjNupcDwMUCZwHTcGU0zBBk7AmMBV2C4YumMWxjYEvhbKPC8UOC1pcC1gACfA7eF6LP8Hbg8MMwLwAMO57weqAasStOvIeAJPH8FeOVc31/gtUlA28Dzt4GuQfhtppfzeeCxC/kesjjnnL+/J6AJMN/J7zwwzRJAtcDzfMCGwO/zCqACMB+oEQ6faTg9QrolkcFa5TlVXcmiNXSgFrBJVbeoajLwMdBCVQ8H5idALiC9/XItgI9VNUlVtwKbAtNLd5rBzgh0BV5QVR+AqqZ3g+hGwFxVPaCqfwJzgcYiUgJ/IVyi/l/3WKBlJjJmlLM1kKyqf98Ie26gn2M5VXUBcOC0fnNUNTXQuQRIr5W4dL+HwG/kJmBKYLgxmc2YUc5zFA45FcgfeF4A+COdUbPyt4mq7lLVnwLPjwBrgZKqulZVz3Z9VpZ9puG23AxZkRARNzACuA1/tb5bRCrhX0sboqqXAX8C/7ovZmC4tsCVQGPgTRFxn2GamVES/5ru33YE+iEi7wO7gYrAG4F+t4vIC2cZN8NpBjljOeCuwOb85yJSPpCxhoi8dw4ZdwQxY0bzugjwpNmMTwAucTjn2XTCv/aKiFwsIrPPkrEIcDBNkQl1xh7i3y02WkQKhWnOXsBAEfkdGAQ8GcgZFt+5iMQD1wA/nGGYLP9Mw3G5GcotiYzWfs+l6mbVGvoZqWpH4GL8axx3BfrNVNVnQzXP8xQDnFD/qW/vAqMBVHWZqnZ2NNk/FP8Pd4iILAWOAF4Iu5wAiMjTQCowHkBV/1DVdPf7O+Qt/CsHVYFdwGAIy5xdgd6qegnQGxgF4fGdi//44lSg1997DNLj0GcadsvNUBaJjCpvulXXoTV0gJ0E1mwDSgX6AaCqXv7ZbXKu455xmkHMuAOYFuj3CXD1eWYslU7/zEh3Xqq6WFXrq2otYAH+fcFO5kyXiHQAmgHtArs5zjXjfqCg/HNAPmQZVXWPqnoDuxjfxb8ACLucQHv++W1OPs+cIfvORSQKf4EYr6rTzjZ8Gln1mYbdcjNszm5ycA39R6B8YJ9fNP613pkichmcPCZxO7AunXFnAm1FJEZEygDl8R9wS3eawc4ITAcaBIa5gfQXvl8CDUWkUGDXREPgS1XdBRwWkWsD7/F+YEYmMmaYU0SKAYhIDPAE/oN7Tub8FxFpDPQBblfV4xkMlu77CxSUefh3pYF/ARn0jIGcJdJ0tgJWpTOY4znxH4O4IfD8JmBjOsNk6XcemNYoYK2qvnaeo4fDZ/ovWbLcDNYR8NMfQB38X/jf3U8GHvv45yySU4Y5fdg03V8Ghk13mkHI2gT/AnYz8DT+4vkd8Cv+f8LxBM52wl8wXkgz7tOB8daT5gyM06cZ7IyBfgWBzwI5FwNVAv1rAO+lGbcT/k3PTUDHNP1rBN7fZmA4getmQpBzIP5dduvxb+LjZE7gI/y7alLwr1U9EJjn78AvgcfbgWEvBmaf7XvFf9bL0sB0JgMxQfgs08v5YeD7Xol/RaFEmOasByzHfxbQD0D1MPht1sO/+3Nlmu+5Cf5iuwNIAvYQWMY48ZkShsvNTH3oZ3mzHvyntJXhn1PGrgx8iGlPF+uWzrhXcuqppVvwn4KW7jRD9R7sYQ972CMrH+G43AzZ7ib17z/rgb+arQUmqepq/LsbHhWRTfjPDBgFp+5bCww3CVgDfAF0V/9+2IymaYwxES8cl5vWLIcxxpgMhc2Ba2OMMeHHioQxxpgMBb1ISMaNaJ1rg183isinwc5ljDHh6gzLzSoislj8jR3OEpH8GYwfL2kaWAymUGxJpAL/VdVK+Bvo6h64BPxVoJ+qVgWeDXQbY4zJeLn5Hv7GRSvjv2D28awOFvQioRk0osW5Nfh1CvE3i/xYmu5VgYoZL/6msd8NVN05IpIr2O/FGGOywhmWm5fjb6UAMm4c8xQi0kFEhqfp/lREbgw8Pyr+2wusCOzZKX626YW6Fdh4/mlEqxfpNPiVCeWBEap6JXCQc/jwjDEm3J223FzNP+0steHUpkEuRB5giapWwV98HjzbCKFsBfb0RrTSbfArE7aq6i+B58uB+ExOzxhjHJXOcrMT0E1EluO/B0ZyJmeRDPx9zPeclpshKRIZNKKVboNfIvJl4GD2e/+eEqmnZYxN8zwpzXMv/qsKjTEmIqW33FTVdaraUFWr42/+ZHNg2PcDy83Z6UzqTMvNFP3n4rhzWm4GfcF6hka0/m7waz5pGvxS1UanTyONbfhb5UREquG/rNwYY7KVjJabIlJMVfeKiAt4hkDjmOq/jUFGtuHf+nDhP66R7pmk5yoUa991gfuAX0Xkl0C/p/Dv+xoq/iZ1TwBdzpDp762EqcD9IrIa//659Fo5NcaYSJfRcrO8iHQPdE8D3s9g/LTLze+Arfib51gL/JSZYGHXLEfg/OCSqtrH6SzGGBMJRKQF/vug3BnsaYfVfnwRGQVcBQT9jRpjTHYUaOCvBdAhJNMPty0JY4wx4cPabjLGGJMhKxLGGGMyZEXCGGNMhqxIGGOMyZAVCWOMMRmyImGMMSZD/w+uhJ8ltSvmLAAAAABJRU5ErkJggg==\n", 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" 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\n", 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" }, - "output_type": "display_data" + "metadata": {}, + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], - "source": [ - "loc = berlin\n", - "times = pd.date_range(start=datetime.date(2015,6,28), end=datetime.date(2015,6,29), freq='5min')\n", - "\n", - "pyephemout = pvlib.solarposition.pyephem(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", - "ephemout = pvlib.solarposition.ephemeris(times.tz_localize(loc.tz), loc.latitude, loc.longitude)\n", - "\n", - "pyephemout['elevation'].plot(label='pyephem')\n", - "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", - "ephemout['elevation'].plot(label='ephem')\n", - "plt.legend(ncol=2)\n", - "plt.title('elevation')\n", - "\n", - "plt.figure()\n", - "pyephemout['azimuth'].plot(label='pyephem')\n", - "ephemout['azimuth'].plot(label='ephem')\n", - "plt.legend(ncol=2)\n", - "plt.title('azimuth')\n", - "\n", - "print('pyephem')\n", - "print(pyephemout.head())\n", - "print('ephem')\n", - "print(ephemout.head())" - ] + "execution_count": 59 }, { "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:53.094337Z", + "start_time": "2026-05-19T08:33:53.000019Z" } - ], + }, "source": [ "pyephemout['elevation'].plot(label='pyephem')\n", "pyephemout['apparent_elevation'].plot(label='pyephem apparent')\n", @@ -808,24 +885,32 @@ "plt.title('elevation')\n", "plt.xlim(pd.Timestamp('2015-06-28 02:00:00+02:00'), pd.Timestamp('2015-06-28 06:00:00+02:00'))\n", "plt.ylim(-10,10);" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, + ], "outputs": [ { "data": { "text/plain": [ - "datetime.datetime(2020, 9, 14, 13, 24, 13, 861913, tzinfo=)" - ] + "
" + ], + "image/png": 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" }, - "execution_count": 15, "metadata": {}, - "output_type": "execute_result" + "output_type": "display_data", + "jetTransient": { + "display_id": null + } } ], + "execution_count": 60 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:53.102753Z", + "start_time": "2026-05-19T08:33:53.099092Z" + } + }, "source": [ "# use calc_time to find the time at which a solar angle occurs.\n", "pvlib.solarposition.calc_time(\n", @@ -836,24 +921,29 @@ " 'alt',\n", " 0.05235987755982988, # 3 degrees in radians\n", ")" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, + ], "outputs": [ { "data": { "text/plain": [ - "datetime.datetime(2020, 9, 15, 1, 13, 2, 720384, tzinfo=)" + "datetime.datetime(2020, 9, 14, 13, 24, 13, 858033, tzinfo=zoneinfo.ZoneInfo(key='UTC'))" ] }, - "execution_count": 16, + "execution_count": 61, "metadata": {}, "output_type": "execute_result" } ], + "execution_count": 61 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:53.129465Z", + "start_time": "2026-05-19T08:33:53.111814Z" + } + }, "source": [ "pvlib.solarposition.calc_time(\n", " datetime.datetime(2020, 9, 14, 22),\n", @@ -863,7 +953,20 @@ " 'alt',\n", " 0.05235987755982988, # 3 degrees in radians\n", ")" - ] + ], + "outputs": [ + { + "data": { + "text/plain": [ + "datetime.datetime(2020, 9, 15, 1, 13, 2, 718154, tzinfo=zoneinfo.ZoneInfo(key='UTC'))" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "execution_count": 62 }, { "cell_type": "markdown", @@ -874,69 +977,79 @@ }, { "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:53.164670Z", + "start_time": "2026-05-19T08:33:53.159487Z" + } + }, "source": [ "times = pd.date_range(start='20180601', freq='1min', periods=14400)\n", "times_loc = times.tz_localize(loc.tz)" - ] + ], + "outputs": [], + "execution_count": 63 }, { "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "421 ms ± 4.04 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" - ] + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:54.841981Z", + "start_time": "2026-05-19T08:33:53.179834Z" } - ], + }, "source": [ "%%timeit\n", "# NBVAL_SKIP\n", "\n", "pyephemout = pvlib.solarposition.pyephem(times_loc, loc.latitude, loc.longitude)\n", "#ephemout = pvlib.solarposition.ephemeris(times, loc)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, + ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "25.9 ms ± 798 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + "205 ms ± 44.3 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], + "execution_count": 64 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:33:59.202757Z", + "start_time": "2026-05-19T08:33:54.899367Z" + } + }, "source": [ "%%timeit\n", "# NBVAL_SKIP\n", "\n", "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.ephemeris(times_loc, loc.latitude, loc.longitude)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, + ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "134 ms ± 1.28 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + "4.84 ms ± 476 μs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], + "execution_count": 65 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:34:02.345670Z", + "start_time": "2026-05-19T08:33:59.242049Z" + } + }, "source": [ "%%timeit\n", "# NBVAL_SKIP\n", @@ -944,7 +1057,17 @@ "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", " method='nrel_numpy')" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "38.8 ms ± 10.1 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + ] + } + ], + "execution_count": 66 }, { "cell_type": "markdown", @@ -955,14 +1078,26 @@ }, { "cell_type": "code", - "execution_count": 21, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:34:04.344209Z", + "start_time": "2026-05-19T08:34:02.375034Z" + } + }, + "source": [ + "%%timeit\n", + "# NBVAL_SKIP\n", + "\n", + "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", + "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", + " method='nrel_numba')" + ], "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/holmgren/git_repos/pvlib-python/pvlib/solarposition.py:266: UserWarning: Reloading spa to use numba\n", + "/Users/johannloux/PycharmProjects/JoLo90/pvlib/pvlib/solarposition.py:258: UserWarning: Reloading spa to use numba\n", " warnings.warn('Reloading spa to use numba')\n" ] }, @@ -970,18 +1105,11 @@ "name": "stdout", "output_type": "stream", "text": [ - "31.4 ms ± 2.17 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" + "17 ms ± 4.47 ms per loop (mean ± std. dev. of 7 runs, 1 loop each)\n" ] } ], - "source": [ - "%%timeit\n", - "# NBVAL_SKIP\n", - "\n", - "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", - "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", - " method='nrel_numba')" - ] + "execution_count": 67 }, { "cell_type": "markdown", @@ -992,17 +1120,12 @@ }, { "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "26 ms ± 652 µs per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" - ] + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:34:10.958761Z", + "start_time": "2026-05-19T08:34:04.362016Z" } - ], + }, "source": [ "%%timeit\n", "# NBVAL_SKIP\n", @@ -1010,42 +1133,62 @@ "#pyephemout = pvlib.solarposition.pyephem(times, loc)\n", "ephemout = pvlib.solarposition.get_solarposition(times_loc, loc.latitude, loc.longitude,\n", " method='nrel_numba', numthreads=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, + ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "25.9 ms ± 1.04 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + "8.05 ms ± 1.05 ms per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" ] } ], + "execution_count": 68 + }, + { + "cell_type": "code", + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:34:17.301263Z", + "start_time": "2026-05-19T08:34:10.978893Z" + } + }, "source": [ "%%timeit\n", "# NBVAL_SKIP\n", "\n", "ephemout = pvlib.solarposition.spa_python(times_loc, loc.latitude, loc.longitude,\n", " how='numba', numthreads=16)" - ] + ], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "7.57 ms ± 474 μs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n" + ] + } + ], + "execution_count": 69 }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, + "metadata": { + "ExecuteTime": { + "end_time": "2026-05-19T08:34:17.321713Z", + "start_time": "2026-05-19T08:34:17.320379Z" + } + }, + "source": [], "outputs": [], - "source": [] + "execution_count": null } ], "metadata": { "kernelspec": { - "display_name": "pvlib38ci", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "pvlib38ci" + "name": "python3" }, "language_info": { "codemirror_mode": { diff --git a/pvlib/iotools/pvgis.py b/pvlib/iotools/pvgis.py index c69017344a..61f3eff695 100644 --- a/pvlib/iotools/pvgis.py +++ b/pvlib/iotools/pvgis.py @@ -20,7 +20,7 @@ import requests import numpy as np import pandas as pd -import pytz +import zoneinfo from pvlib.iotools import read_epw URL = 'https://re.jrc.ec.europa.eu/api/' @@ -413,10 +413,10 @@ def _coerce_and_roll_tmy(tmy_data, tz, year): re-interpreted as zero / UTC. """ if tz: - tzname = pytz.timezone(f'Etc/GMT{-tz:+d}') + tzname = zoneinfo.ZoneInfo(f'Etc/GMT{-tz:+d}') # noqa: E231 else: tz = 0 - tzname = pytz.timezone('UTC') + tzname = zoneinfo.ZoneInfo('UTC') new_index = pd.DatetimeIndex([ timestamp.replace(year=year, tzinfo=tzname) for timestamp in tmy_data.index], diff --git a/pvlib/location.py b/pvlib/location.py index 230ce26a66..44d3b15bf8 100644 --- a/pvlib/location.py +++ b/pvlib/location.py @@ -14,6 +14,7 @@ from pvlib import solarposition, clearsky, atmosphere, irradiance from pvlib.tools import _degrees_to_index +from pvlib._deprecation import warn_deprecated class Location: @@ -22,13 +23,11 @@ class Location: time zone, and altitude data associated with a particular geographic location. You can also assign a name to a location object. - Location objects have two time-zone attributes: + Location objects have a time-zone attribute: * ``tz`` is an IANA time-zone string. - * ``pytz`` is a pytz-based time-zone object (read only). - The read-only ``pytz`` attribute will stay in sync with any changes made - using ``tz``. + The ``pytz`` attribute is deprecated. Use ``tz`` property instead. Location objects support the print method. @@ -47,8 +46,8 @@ class Location: list of valid name strings. An `int` or `float` must be a whole-number hour offsets from UTC that can be converted to the IANA-supported 'Etc/GMT-N' format. (Note the limited range of the offset N and its - sign-change convention.) Time zones from the pytz and zoneinfo packages - may also be passed here, as they are subclasses of datetime.tzinfo. + sign-change convention.) Time zones from the zoneinfo packages may also + be passed here. The `tz` attribute is represented as a valid IANA time zone name string. @@ -108,7 +107,8 @@ def tz(self, tz_): if isinstance(tz_, str): self._zoneinfo = zoneinfo.ZoneInfo(tz_) elif isinstance(tz_, int): - self._zoneinfo = zoneinfo.ZoneInfo(f"Etc/GMT{-tz_:+d}") + tz_str = f"Etc/GMT{-tz_:+d}" # noqa: E231 + self._zoneinfo = zoneinfo.ZoneInfo(tz_str) elif isinstance(tz_, float): if tz_ % 1 != 0: raise TypeError( @@ -116,9 +116,10 @@ def tz(self, tz_): f"{tz_}. Only whole-number offsets are supported." ) - self._zoneinfo = zoneinfo.ZoneInfo(f"Etc/GMT{-int(tz_):+d}") + tz_str = f"Etc/GMT{-int(tz_):+d}" # noqa: E231 + self._zoneinfo = zoneinfo.ZoneInfo(tz_str) elif isinstance(tz_, datetime.tzinfo): - # Includes time zones generated by pytz and zoneinfo packages. + # Includes time zones generated by zoneinfo packages. self._zoneinfo = zoneinfo.ZoneInfo(str(tz_)) else: raise TypeError( @@ -128,8 +129,20 @@ def tz(self, tz_): ) @property - def pytz(self): - """The location's pytz time zone (read only).""" + def pytz(self): # pragma: no cover + """The location's pytz time zone (read only). + + .. deprecated:: + The ``pytz`` attribute is deprecated. Use the ``tz`` property + instead. + """ + warn_deprecated( + since='0.15.2', + removal='0.17.0', + name='pytz', + obj_type='attribute', + alternative='tz', + ) return pytz.timezone(str(self._zoneinfo)) @classmethod diff --git a/pvlib/solarposition.py b/pvlib/solarposition.py index 501daa1c21..cd87797bbe 100644 --- a/pvlib/solarposition.py +++ b/pvlib/solarposition.py @@ -1360,11 +1360,11 @@ def hour_angle(times, longitude, equation_of_time): Corresponding timestamps, must be localized to the timezone for the ``longitude``. - A `pytz.exceptions.AmbiguousTimeError` will be raised if any of the - given times are on a day when the local daylight savings transition - happens at midnight. If you're working with such a timezone, - consider converting to a non-DST timezone (e.g. GMT-4) before - calling this function. + An error (AmbiguousTimeError in older pandas, ValueError in newer) + will be raised if any of the given times are on a day when the local + daylight savings transition happens at midnight. If you're working + with such a timezone, consider converting to a non-DST timezone + (e.g. GMT-4) before calling this function. longitude : numeric Longitude in degrees equation_of_time : numeric diff --git a/pvlib/tools.py b/pvlib/tools.py index 6cb631f852..1f92b32ec9 100644 --- a/pvlib/tools.py +++ b/pvlib/tools.py @@ -4,11 +4,12 @@ import contextlib import datetime as dt +from datetime import timezone import warnings import numpy as np import pandas as pd -import pytz +import zoneinfo def cosd(angle): @@ -135,8 +136,8 @@ def localize_to_utc(time, location): """ if isinstance(time, dt.datetime): if time.tzinfo is None: - time = location.pytz.localize(time) - time_utc = time.astimezone(pytz.utc) + time = time.replace(tzinfo=location._zoneinfo) + time_utc = time.astimezone(timezone.utc) else: try: time_utc = time.tz_convert('UTC') @@ -162,11 +163,11 @@ def datetime_to_djd(time): """ if time.tzinfo is None: - time_utc = pytz.utc.localize(time) + time_utc = time.replace(tzinfo=timezone.utc) else: - time_utc = time.astimezone(pytz.utc) + time_utc = time.astimezone(timezone.utc) - djd_start = pytz.utc.localize(dt.datetime(1899, 12, 31, 12)) + djd_start = dt.datetime(1899, 12, 31, 12, tzinfo=timezone.utc) djd = (time_utc - djd_start).total_seconds() * 1.0/(60 * 60 * 24) return djd @@ -189,10 +190,10 @@ def djd_to_datetime(djd, tz='UTC'): The resultant datetime localized to tz """ - djd_start = pytz.utc.localize(dt.datetime(1899, 12, 31, 12)) + djd_start = dt.datetime(1899, 12, 31, 12, tzinfo=timezone.utc) utc_time = djd_start + dt.timedelta(days=djd) - return utc_time.astimezone(pytz.timezone(tz)) + return utc_time.astimezone(zoneinfo.ZoneInfo(tz)) def _pandas_to_doy(pd_object): diff --git a/tests/iotools/test_midc.py b/tests/iotools/test_midc.py index 636550d23c..78a642736e 100644 --- a/tests/iotools/test_midc.py +++ b/tests/iotools/test_midc.py @@ -1,6 +1,5 @@ import pandas as pd import pytest -import pytz from pvlib.iotools import midc from tests.conftest import TESTS_DATA_DIR, RERUNS, RERUNS_DELAY diff --git a/tests/test_clearsky.py b/tests/test_clearsky.py index 687dd9133e..638dfb0bc5 100644 --- a/tests/test_clearsky.py +++ b/tests/test_clearsky.py @@ -3,7 +3,7 @@ import numpy as np from numpy import nan import pandas as pd -import pytz +import zoneinfo from scipy.linalg import hankel import pytest @@ -770,7 +770,7 @@ def test_bird(): times = pd.date_range(start='1/1/2015 0:00', end='12/31/2015 23:00', freq='h') tz = -7 # test timezone - gmt_tz = pytz.timezone('Etc/GMT%+d' % -(tz)) + gmt_tz = zoneinfo.ZoneInfo(f'Etc/GMT{-tz:+d}') # noqa: E231 times = times.tz_localize(gmt_tz) # set timezone times_utc = times.tz_convert('UTC') # match test data from BIRD_08_16_2012.xls diff --git a/tests/test_location.py b/tests/test_location.py index 36d71e30be..df1bce8756 100644 --- a/tests/test_location.py +++ b/tests/test_location.py @@ -9,8 +9,6 @@ import pytest -import pytz - import pvlib from pvlib import location from pvlib.location import Location, lookup_altitude @@ -37,7 +35,7 @@ def test_location_all(): pytest.param('Asia/Yangon', 'Asia/Yangon'), pytest.param(datetime.timezone.utc, 'UTC'), pytest.param(zoneinfo.ZoneInfo('Etc/GMT-7'), 'Etc/GMT-7'), - pytest.param(pytz.timezone('US/Arizona'), 'US/Arizona'), + pytest.param(zoneinfo.ZoneInfo('US/Arizona'), 'US/Arizona'), pytest.param(-6, 'Etc/GMT+6'), pytest.param(-11.0, 'Etc/GMT+11'), pytest.param(12, 'Etc/GMT-12'), @@ -45,8 +43,7 @@ def test_location_all(): ) def test_location_tz(tz, tz_expected): loc = Location(32.2, -111, tz) - assert isinstance(loc.pytz, datetime.tzinfo) # Abstract base class. - assert isinstance(loc.pytz, pytz.tzinfo.BaseTzInfo) + assert isinstance(loc._zoneinfo, datetime.tzinfo) # Abstract base class. assert type(loc.tz) is str assert loc.tz == tz_expected @@ -54,12 +51,10 @@ def test_location_tz(tz, tz_expected): def test_location_tz_update(): loc = Location(32.2, -111, -11) assert loc.tz == 'Etc/GMT+11' - assert loc.pytz == pytz.timezone('Etc/GMT+11') # Deprecated attribute. # Updating Location's tz updates read-only time-zone attributes. loc.tz = 7 assert loc.tz == 'Etc/GMT-7' - assert loc.pytz == pytz.timezone('Etc/GMT-7') # Deprecated attribute. @pytest.mark.parametrize( @@ -99,8 +94,8 @@ def test_location_print_all(): assert tus.__str__() == expected_str -def test_location_print_pytz(): - tus = Location(32.2, -111, pytz.timezone('US/Arizona'), 700, 'Tucson') +def test_location_print(): + tus = Location(32.2, -111, zoneinfo.ZoneInfo('US/Arizona'), 700, 'Tucson') expected_str = '\n'.join([ 'Location: ', ' name: Tucson', diff --git a/tests/test_solarposition.py b/tests/test_solarposition.py index a6cf6b4819..904062523e 100644 --- a/tests/test_solarposition.py +++ b/tests/test_solarposition.py @@ -1,21 +1,20 @@ import calendar import datetime +import math import warnings +import zoneinfo +from datetime import timezone import numpy as np import pandas as pd - -from .conftest import assert_frame_equal, assert_series_equal -from numpy.testing import assert_allclose import pytest -import pytz +from numpy.testing import assert_allclose -from pvlib.location import Location from pvlib import solarposition, spa +from pvlib.location import Location -from .conftest import ( - requires_ephem, requires_spa_c, requires_numba, requires_pandas_2_0 -) +from .conftest import (assert_frame_equal, assert_series_equal, requires_ephem, + requires_numba, requires_pandas_2_0, requires_spa_c) # setup times and locations to be tested. times = pd.date_range(start=datetime.datetime(2014, 6, 24), @@ -343,29 +342,26 @@ def test_pyephem_physical_dst(expected_solpos, golden): @requires_ephem def test_calc_time(): - import pytz - import math # validation from USNO solar position calculator online - epoch = datetime.datetime(1970, 1, 1) - epoch_dt = pytz.utc.localize(epoch) + epoch = datetime.datetime(1970, 1, 1, tzinfo=timezone.utc) loc = tus loc.pressure = 0 - actual_time = pytz.timezone(loc.tz).localize( - datetime.datetime(2014, 10, 10, 8, 30)) - lb = pytz.timezone(loc.tz).localize(datetime.datetime(2014, 10, 10, tol)) - ub = pytz.timezone(loc.tz).localize(datetime.datetime(2014, 10, 10, 10)) + tz = zoneinfo.ZoneInfo(loc.tz) + actual_time = datetime.datetime(2014, 10, 10, 8, 30, tzinfo=tz) + lb = datetime.datetime(2014, 10, 10, tol, tzinfo=tz) + ub = datetime.datetime(2014, 10, 10, 10, tzinfo=tz) alt = solarposition.calc_time(lb, ub, loc.latitude, loc.longitude, 'alt', math.radians(24.7)) az = solarposition.calc_time(lb, ub, loc.latitude, loc.longitude, 'az', math.radians(116.3)) - actual_timestamp = (actual_time - epoch_dt).total_seconds() + actual_timestamp = (actual_time - epoch).total_seconds() assert_allclose((alt.replace(second=0, microsecond=0) - - epoch_dt).total_seconds(), actual_timestamp) + epoch).total_seconds(), actual_timestamp) assert_allclose((az.replace(second=0, microsecond=0) - - epoch_dt).total_seconds(), actual_timestamp) + epoch).total_seconds(), actual_timestamp) @requires_ephem @@ -715,6 +711,15 @@ def test_hour_angle_with_tricky_timezones(): # GH 2132 # tests timezones that have a DST shift at midnight + try: # transitive dependency to pytz through pandas < 3 + import pytz + _NonExistentTimeError = pytz.exceptions.NonExistentTimeError + _AmbiguousTimeError = pytz.exceptions.AmbiguousTimeError + except ImportError: # pragma: no cover + # pandas 3.x dropped pytz; these are now raised as ValueError + _NonExistentTimeError = ValueError + _AmbiguousTimeError = ValueError + eot = np.array([-3.935172, -4.117227, -4.026295, -4.026295]) longitude = 70.6693 @@ -726,7 +731,7 @@ def test_hour_angle_with_tricky_timezones(): ]).tz_localize('America/Santiago', nonexistent='shift_forward') with pytest.raises(( - pytz.exceptions.NonExistentTimeError, # pandas 1.x, 2.x + _NonExistentTimeError, # pandas 1.x, 2.x ValueError, # pandas 3.x )): times.normalize() @@ -743,7 +748,7 @@ def test_hour_angle_with_tricky_timezones(): ]).tz_localize('America/Havana', ambiguous=[True, True, False, False]) with pytest.raises(( - pytz.exceptions.AmbiguousTimeError, # pandas 1.x, 2.x + _AmbiguousTimeError, # pandas 1.x, 2.x ValueError, # pandas 3.x )): solarposition.hour_angle(times, longitude, eot)