Repository: pvlib/pvlib-python

Issue:
Setuptools is replacing distutils
readthedocs is generating the following warning, stating that "Setuptools is replacing distutils"

> /home/docs/checkouts/readthedocs.org/user_builds/pvlib-python/envs/2459/lib/python3.11/site-packages/_distutils_hack/__init__.py:30: UserWarning: Setuptools is replacing distutils. Support for replacing an already imported distutils is deprecated. In the future, this condition will fail. Register concerns at https://github.com/pypa/setuptools/issues/new?template=distutils-deprecation.yml

Discussion:
@kandersolar: For context: that's been printed out for quite a while (years?) now.  Ignoring it doesn't seem to have had any adverse consequence.

Anyway, I speculate that updating the build to use Python 3.12 (which removed distutils entirely) would get rid of that warning.

Solution patch:
diff --git a/.github/workflows/asv_check.yml b/.github/workflows/asv_check.yml
index 3dc7646..20fe093 100644
--- a/.github/workflows/asv_check.yml
+++ b/.github/workflows/asv_check.yml
@@ -23,7 +23,7 @@ jobs:
       - name: Install Python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.9'
+          python-version: '3.12'
 
       - name: Install asv
         run: pip install asv==0.6.4
diff --git a/.github/workflows/flake8.yml b/.github/workflows/flake8.yml
index 8e054ec..11718c3 100644
--- a/.github/workflows/flake8.yml
+++ b/.github/workflows/flake8.yml
@@ -7,10 +7,10 @@ jobs:
     steps:
       - name: Checkout source
         uses: actions/checkout@v4
-      - name: Install Python 3.11
+      - name: Install Python 3.12
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '3.12'
       - name: Install Flake8 5.0.4 linter
         run: pip install flake8==5.0.4  # use this version for --diff option
       - name: Setup Flake8 output matcher for PR annotations
diff --git a/.github/workflows/publish.yml b/.github/workflows/publish.yml
index b8901ef..9579416 100644
--- a/.github/workflows/publish.yml
+++ b/.github/workflows/publish.yml
@@ -22,7 +22,8 @@ jobs:
     - name: Set up Python
       uses: actions/setup-python@v5
       with:
-        python-version: 3.9
+        # Python version should be the minimum supported version
+        python-version: "3.9"
 
     - name: Install build tools
       run: |
diff --git a/docs/examples/agrivoltaics/plot_agrivoltaics_ground_irradiance.py b/docs/examples/agrivoltaics/plot_agrivoltaics_ground_irradiance.py
new file mode 100644
index 0000000..94d585c
--- /dev/null
+++ b/docs/examples/agrivoltaics/plot_agrivoltaics_ground_irradiance.py
@@ -0,0 +1,163 @@
+"""
+Agrivoltaic system modeling
+===========================
+
+Irradiance at crop level between rows
+"""
+
+# %%
+# This example demonstrates how to calculate power output for a bifacial
+# agriPV plant as well as calculating the irradiance at crop level
+# using pvlib's infinite sheds model.
+# For an overview of agrivPV concepts and performance, the reader
+# is referred to :doi:`10.69766/XAEU5008`.
+#
+# This gallery example is based on an actual AgriPV plant, namely
+# European Energy's `Flakkebjerg AgriPV site
+# <https://europeanenergy.com/2023/12/20/using-the-same-land-twice-at-european-\
+# energys-flakkebjerg-solar-park/>`_.
+#
+# The first steps are to define the plant location and to calculate solar
+# position and clearsky irradiance for a single day as an example.
+#
+# .. figure:: ../../_images/agrivoltaics_system.jpg
+#    :align: center
+#    :width: 75%
+#    :alt: Photo of an agriPV system
+#
+#    Photo of an agriPV system.
+#    *Source: Adam R. Jensen*
+
+import pvlib
+import pandas as pd
+from pvlib.tools import cosd
+import matplotlib.pyplot as plt
+
+# sphinx_gallery_thumbnail_path = '_images/agrivoltaics_system.jpg'
+
+location = pvlib.location.Location(latitude=55, longitude=10)
+
+times = pd.date_range('2020-06-28', periods=24*60, freq='1min', tz='UTC')
+
+solpos = location.get_solarposition(times)
+
+clearsky = location.get_clearsky(times, model='ineichen')
+
+# %%
+# Next, we need to define the plant layout:
+
+height = 2.6  # [m] height of torque above ground
+pitch = 12  # [m] row spacing
+row_width = 2 * 2.384  # [m] two modules in portrait, each 2 m long
+gcr = row_width / pitch  # ground coverage ratio [unitless]
+axis_azimuth = 0  # [degrees] north-south tracking axis
+max_angle = 55  # [degrees] maximum rotation angle
+
+# %%
+# Before running the infinite sheds model, we need to know the orientation
+# of the trackers. For a single-axis tracker, this can be calculated as:
+
+tracking_orientations = pvlib.tracking.singleaxis(
+    apparent_zenith=solpos['apparent_zenith'],
+    apparent_azimuth=solpos['azimuth'],
+    axis_azimuth=axis_azimuth,
+    max_angle=max_angle,
+    backtrack=True,
+    gcr=gcr,
+)
+
+# %%
+# For agrivPV systems, the local albedo is dependent on crop growth and thus
+# changes throughout the seasons. In this example, we only simulate one
+# day and thus use a constant value. Similarly, we will assume a constant
+# air temperature to avoid getting external data. Both albedo and air
+# temperature could be defined as Series with the same index as used for the
+# solar position calculations.
+
+albedo = 0.20  # [unitless]
+temp_air = 18  # [degrees C]
+
+# %%
+# Now, we are ready to calculate the front and rear-side irradiance using
+# the pvlib infinite sheds model.
+
+dni_extra = pvlib.irradiance.get_extra_radiation(times)
+
+irradiance = pvlib.bifacial.infinite_sheds.get_irradiance(
+    surface_tilt=tracking_orientations['surface_tilt'],
+    surface_azimuth=tracking_orientations['surface_azimuth'],
+    solar_zenith=solpos['apparent_zenith'],
+    solar_azimuth=solpos['azimuth'],
+    gcr=gcr,
+    height=height,
+    pitch=pitch,
+    ghi=clearsky['ghi'],
+    dhi=clearsky['dhi'],
+    dni=clearsky['dni'],
+    albedo=albedo,
+    model='haydavies',
+    dni_extra=dni_extra,
+    bifaciality=0.7,  # [unitless] rear-side power relative to front-side
+)
+
+# %%
+# Once the in-plane irradiance is known, we can estimate the PV array power.
+# For simplicity, we use the PVWatts model:
+
+N_modules = 1512  # [unitless] Number of modules
+pdc0_per_module = 660  # [W] STC rating
+pdc0 = pdc0_per_module * N_modules
+
+gamma_pdc = -0.004  # [1/degrees C]
+
+temp_cell = pvlib.temperature.faiman(
+    poa_global=irradiance['poa_global'],
+    temp_air=temp_air,
+)
+
+power_dc = pvlib.pvsystem.pvwatts_dc(
+    g_poa_effective=irradiance['poa_global'],
+    temp_cell=temp_cell,
+    pdc0=pdc0,
+    gamma_pdc=gamma_pdc)
+
+power_dc.divide(1000).plot()
+plt.ylabel('DC power [kW]')
+plt.show()
+
+# %%
+# In addition to the power output of the PV array, we are also interested
+# in how much irradiance reaches the crops under the array. In this case
+# we calculate the average irradiance on the ground between two rows, using
+# the infinite sheds utility functions.
+#
+# This consists of two parts. First we determine the diffuse irradiance on
+# ground and second we calculate the fraction of the ground that is unshaded
+# (i.e., receives DNI).
+
+vf_ground_sky = pvlib.bifacial.utils.vf_ground_sky_2d_integ(
+    surface_tilt=tracking_orientations['surface_tilt'],
+    gcr=gcr,
+    height=height,
+    pitch=pitch,
+)
+
+unshaded_ground_fraction = pvlib.bifacial.utils._unshaded_ground_fraction(
+    surface_tilt=tracking_orientations['surface_tilt'],
+    surface_azimuth=tracking_orientations['surface_azimuth'],
+    solar_zenith=solpos['apparent_zenith'],
+    solar_azimuth=solpos['azimuth'],
+    gcr=gcr,
+)
+
+crop_avg_irradiance = (unshaded_ground_fraction * clearsky['dni']
+                       * cosd(solpos['apparent_zenith'])
+                       + vf_ground_sky * clearsky['dhi'])
+
+fig, ax = plt.subplots()
+clearsky['ghi'].plot(ax=ax, label='Horizontal irradiance above panels')
+crop_avg_irradiance.plot(ax=ax, label='Horizontal irradiance at crop level')
+ax.legend(loc='upper center')
+ax.set_ylabel('Irradiance [W/m$^2$]')
+ax.set_ylim(-10, 1050)
+plt.show()
diff --git a/docs/sphinx/source/whatsnew/v0.12.1.rst b/docs/sphinx/source/whatsnew/v0.12.1.rst
index 3b39932..06907e7 100644
--- a/docs/sphinx/source/whatsnew/v0.12.1.rst
+++ b/docs/sphinx/source/whatsnew/v0.12.1.rst
@@ -6,7 +6,13 @@ v0.12.1 (XXXX, 2025)
 
 Breaking Changes
 ~~~~~~~~~~~~~~~~
-
+* The functions :py:func:`~pvlib.iotools.read_pvgis_hourly` and
+  :py:func:`~pvlib.iotools.get_pvgis_hourly` now return ``(data,meta)``
+  following the iotools convention instead of ``(data,inputs,meta)``.
+  The ``inputs`` dictionary is now included in ``meta``, which
+  has changed structure to accommodate it. (:pull:`2462`)
+* Remove ``outputformat='basic'`` option in :py:func:`~pvlib.iotools.get_pvgis_tmy`.
+  (:pull:`2416`)
 
 Deprecations
 ~~~~~~~~~~~~
@@ -55,8 +61,10 @@ Documentation
   (:issue:`2423`, :pull:`2426`)
 * Clarify which SAPM coefficients are required by the ``module`` parameter in
   :py:func:`~pvlib.pvsystem.sapm` (:issue:`2392`, :pull:`2435`)
-* Update references in :py:func:`~pvlib.irradiance.get_extra_radiation`
-  (:issue:`2333`, :pull:`2437`)
+* Add gallery example on calculating irradiance at crop level for agriPV systems.
+  (:pull:`2459`)
+* Update references in :py:func`~pvlib.irradiance.get_extra_radiation`
+  (:issue:`2333`, :pull:`2347`)
 * Update references in :py:func:`~pvlib.iotools.get_cams` and :py:func:`~pvlib.iotools.read_cams`
   (:issue:`2427`, :pull:`2457`)
 * Fix ``Edit on GitHub`` links in stable documentation so they point to the tagged repository version matching the build environment (e.g., v0.12.0). (:issue:`2456`, :pull:`2460`)
diff --git a/pvlib/iotools/pvgis.py b/pvlib/iotools/pvgis.py
index 425cceb..c1588c1 100644
--- a/pvlib/iotools/pvgis.py
+++ b/pvlib/iotools/pvgis.py
@@ -57,6 +57,12 @@ def get_pvgis_hourly(latitude, longitude, start=None, end=None,
 
     PVGIS data is freely available at [1]_.
 
+        .. versionchanged:: 0.13.0
+           The function now returns two items ``(data,meta)``. Previous
+           versions of this function returned three elements
+           ``(data,inputs,meta)``. The ``inputs`` dictionary is now included in
+           ``meta``, which has changed structure to accommodate it.
+
     Parameters
     ----------
     latitude: float
@@ -130,8 +136,6 @@ def get_pvgis_hourly(latitude, longitude, start=None, end=None,
     -------
     data : pandas.DataFrame
         Time-series of hourly data, see Notes for fields
-    inputs : dict
-        Dictionary of the request input parameters
     metadata : dict
         Dictionary containing metadata
 
@@ -189,7 +193,7 @@ def get_pvgis_hourly(latitude, longitude, start=None, end=None,
     Examples
     --------
     >>> # Retrieve two years of irradiance data from PVGIS:
-    >>> data, meta, inputs = pvlib.iotools.get_pvgis_hourly(  # doctest: +SKIP
+    >>> data, meta = pvlib.iotools.get_pvgis_hourly(  # doctest: +SKIP
     >>>    latitude=45, longitude=8, start=2015, end=2016)  # doctest: +SKIP
 
     References
@@ -241,28 +245,33 @@ def get_pvgis_hourly(latitude, longitude, start=None, end=None,
 
 
 def _parse_pvgis_hourly_json(src, map_variables):
-    inputs = src['inputs']
-    metadata = src['meta']
+    metadata = src['meta'].copy()
+    # Override the "inputs" in metadata
+    metadata['inputs'] = src['inputs']
+    # Re-add the inputs in metadata one-layer down
+    metadata['inputs']['descriptions'] = src['meta']['inputs']
     data = pd.DataFrame(src['outputs']['hourly'])
     data.index = pd.to_datetime(data['time'], format='%Y%m%d:%H%M', utc=True)
     data = data.drop('time', axis=1)
     data = data.astype(dtype={'Int': 'int'})  # The 'Int' column to be integer
     if map_variables:
         data = data.rename(columns=VARIABLE_MAP)
-    return data, inputs, metadata
+    return data, metadata
 
 
 def _parse_pvgis_hourly_csv(src, map_variables):
     # The first 4 rows are latitude, longitude, elevation, radiation database
-    inputs = {}
+    metadata = {'inputs': {}}
+    # 'location' metadata
     # 'Latitude (decimal degrees): 45.000\r\n'
-    inputs['latitude'] = float(src.readline().split(':')[1])
+    metadata['inputs']['latitude'] = float(src.readline().split(':')[1])
     # 'Longitude (decimal degrees): 8.000\r\n'
-    inputs['longitude'] = float(src.readline().split(':')[1])
+    metadata['inputs']['longitude'] = float(src.readline().split(':')[1])
     # Elevation (m): 1389.0\r\n
-    inputs['elevation'] = float(src.readline().split(':')[1])
+    metadata['inputs']['elevation'] = float(src.readline().split(':')[1])
     # 'Radiation database: \tPVGIS-SARAH\r\n'
-    inputs['radiation_database'] = src.readline().split(':')[1].strip()
+    metadata['inputs']['radiation_database'] = \
+        src.readline().split(':')[1].strip()
     # Parse through the remaining metadata section (the number of lines for
     # this section depends on the requested parameters)
     while True:
@@ -273,7 +282,7 @@ def _parse_pvgis_hourly_csv(src, map_variables):
             break
         # Only retrieve metadata from non-empty lines
         elif line.strip() != '':
-            inputs[line.split(':')[0]] = line.split(':')[1].strip()
+            metadata['inputs'][line.split(':')[0]] = line.split(':')[1].strip()
         elif line == '':  # If end of file is reached
             raise ValueError('No data section was detected. File has probably '
                              'been modified since being downloaded from PVGIS')
@@ -295,16 +304,23 @@ def _parse_pvgis_hourly_csv(src, map_variables):
     # integer. It is necessary to convert to float, before converting to int
     data = data.astype(float).astype(dtype={'Int': 'int'})
     # Generate metadata dictionary containing description of parameters
-    metadata = {}
+    metadata['descriptions'] = {}
     for line in src.readlines():
         if ':' in line:
-            metadata[line.split(':')[0]] = line.split(':')[1].strip()
-    return data, inputs, metadata
+            metadata['descriptions'][line.split(':')[0]] = \
+                line.split(':')[1].strip()
+    return data, metadata
 
 
 def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True):
     """Read a PVGIS hourly file.
 
+        .. versionchanged:: 0.13.0
+           The function now returns two items ``(data,meta)``. Previous
+           versions of this function returned three elements
+           ``(data,inputs,meta)``. The ``inputs`` dictionary is now included in
+           ``meta``, which has changed structure to accommodate it.
+
     Parameters
     ----------
     filename : str, pathlib.Path, or file-like buffer
@@ -323,8 +339,6 @@ def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True):
     -------
     data : pandas.DataFrame
         the time series data
-    inputs : dict
-        the inputs
     metadata : dict
         metadata
 
@@ -373,7 +387,7 @@ def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True):
         return _parse_pvgis_hourly_json(src, map_variables=map_variables)
 
     # CSV: use _parse_pvgis_hourly_csv()
-    if outputformat == 'csv':
+    elif outputformat == 'csv':
         try:
             pvgis_data = _parse_pvgis_hourly_csv(
                 filename, map_variables=map_variables)
@@ -383,11 +397,12 @@ def read_pvgis_hourly(filename, pvgis_format=None, map_variables=True):
                     fbuf, map_variables=map_variables)
         return pvgis_data
 
-    # raise exception if pvgis format isn't in ['csv', 'json']
-    err_msg = (
-        "pvgis format '{:s}' was unknown, must be either 'json' or 'csv'")\
-        .format(outputformat)
-    raise ValueError(err_msg)
+    else:
+        # raise exception if pvgis format isn't in ['csv', 'json']
+        err_msg = (
+            "pvgis format '{:s}' was unknown, must be either 'json' or 'csv'")\
+            .format(outputformat)
+        raise ValueError(err_msg)
 
 
 def _coerce_and_roll_tmy(tmy_data, tz, year):
@@ -432,7 +447,7 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True,
     longitude : float
         Longitude in degrees east
     outputformat : str, default 'json'
-        Must be in ``['csv', 'basic', 'epw', 'json']``. See PVGIS TMY tool
+        Must be in ``['csv', 'epw', 'json']``. See PVGIS TMY tool
         documentation [2]_ for more info.
     usehorizon : bool, default True
         include effects of horizon
@@ -464,11 +479,11 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True,
     data : pandas.DataFrame
         the weather data
     months_selected : list
-        TMY year for each month, ``None`` for basic and EPW
+        TMY year for each month, ``None`` for EPW
     inputs : dict
-        the inputs, ``None`` for basic and EPW
+        the inputs, ``None`` for EPW
     metadata : list or dict
-        file metadata, ``None`` for basic
+        file metadata
 
     Raises
     ------
@@ -519,17 +534,14 @@ def get_pvgis_tmy(latitude, longitude, outputformat='json', usehorizon=True,
     elif outputformat == 'csv':
         with io.BytesIO(res.content) as src:
             data, months_selected, inputs, meta = _parse_pvgis_tmy_csv(src)
-    elif outputformat == 'basic':
-        with io.BytesIO(res.content) as src:
-            data, months_selected, inputs, meta = _parse_pvgis_tmy_basic(src)
     elif outputformat == 'epw':
         with io.StringIO(res.content.decode('utf-8')) as src:
             data, meta = parse_epw(src)
             months_selected, inputs = None, None
-    else:
-        # this line is never reached because if outputformat is not valid then
-        # the response is HTTP/1.1 400 BAD REQUEST which is handled earlier
-        pass
+    elif outputformat == 'basic':
+        err_msg = ("outputformat='basic' is no longer supported by pvlib, "
+                   "please use outputformat='csv' instead.")
+        raise ValueError(err_msg)
 
     if map_variables:
         data = data.rename(columns=VARIABLE_MAP)
@@ -593,17 +605,9 @@ def _parse_pvgis_tmy_csv(src):
     return data, months_selected, inputs, meta
 
 
-def _parse_pvgis_tmy_basic(src):
-    data = pd.read_csv(src)
-    data.index = pd.to_datetime(
-        data['time(UTC)'], format='%Y%m%d:%H%M', utc=True)
-    data = data.drop('time(UTC)', axis=1)
-    return data, None, None, None
-
-
 def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
     """
-    Read a file downloaded from PVGIS.
+    Read a TMY file downloaded from PVGIS.
 
     Parameters
     ----------
@@ -613,11 +617,9 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
         Format of PVGIS file or buffer. Equivalent to the ``outputformat``
         parameter in the PVGIS TMY API. If ``filename`` is a file and
         ``pvgis_format`` is not specified then the file extension will be used
-        to determine the PVGIS format to parse. For PVGIS files from the API
-        with ``outputformat='basic'``, please set ``pvgis_format`` to
-        ``'basic'``.
+        to determine the PVGIS format to parse.
         If ``filename`` is a buffer, then ``pvgis_format`` is required and must
-        be in ``['csv', 'epw', 'json', 'basic']``.
+        be in ``['csv', 'epw', 'json']``.
     map_variables: bool, default True
         When true, renames columns of the Dataframe to pvlib variable names
         where applicable. See variable :const:`VARIABLE_MAP`.
@@ -628,18 +630,18 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
     data : pandas.DataFrame
         the weather data
     months_selected : list
-        TMY year for each month, ``None`` for basic and EPW
+        TMY year for each month, ``None`` for EPW
     inputs : dict
-        the inputs, ``None`` for basic and EPW
+        the inputs, ``None`` for EPW
     metadata : list or dict
-        file metadata, ``None`` for basic
+        file metadata
 
     Raises
     ------
     ValueError
         if ``pvgis_format`` is not specified and the file extension is neither
         ``.csv``, ``.json``, nor ``.epw``, or if ``pvgis_format`` is provided
-        as input but isn't in ``['csv', 'epw', 'json', 'basic']``
+        as input but isn't in ``['csv', 'epw', 'json']``
     TypeError
         if ``pvgis_format`` is not specified and ``filename`` is a buffer
 
@@ -655,8 +657,7 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
         outputformat = Path(filename).suffix[1:].lower()
     else:
         outputformat = pvgis_format
-    # parse the pvgis file based on the output format, either 'epw', 'json',
-    # 'csv', or 'basic'
+    # parse pvgis file based on outputformat, either 'epw', 'json', or 'csv'
 
     # EPW: use the EPW parser from the pvlib.iotools epw.py module
     if outputformat == 'epw':
@@ -666,7 +667,7 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
             data, meta = read_epw(filename)
         months_selected, inputs = None, None
 
-    # NOTE: json, csv, and basic output formats have parsers defined as private
+    # NOTE: json and csv output formats have parsers defined as private
     # functions in this module
 
     # JSON: use Python built-in json module to convert file contents to a
@@ -680,24 +681,25 @@ def read_pvgis_tmy(filename, pvgis_format=None, map_variables=True):
                 src = json.load(fbuf)
         data, months_selected, inputs, meta = _parse_pvgis_tmy_json(src)
 
-    # CSV or basic: use the correct parser from this module
-    # eg: _parse_pvgis_tmy_csv() or _parse_pvgist_tmy_basic()
-    elif outputformat in ['csv', 'basic']:
-        # get the correct parser function for this output format from globals()
-        pvgis_parser = globals()['_parse_pvgis_tmy_{:s}'.format(outputformat)]
-        # NOTE: pvgis_parse() is a pvgis parser function from this module,
-        # either _parse_pvgis_tmy_csv() or _parse_pvgist_tmy_basic()
+    elif outputformat == 'csv':
         try:
-            data, months_selected, inputs, meta = pvgis_parser(filename)
+            data, months_selected, inputs, meta = \
+                _parse_pvgis_tmy_csv(filename)
         except AttributeError:  # str/path has no .read() attribute
             with open(str(filename), 'rb') as fbuf:
-                data, months_selected, inputs, meta = pvgis_parser(fbuf)
+                data, months_selected, inputs, meta = \
+                    _parse_pvgis_tmy_csv(fbuf)
+
+    elif outputformat == 'basic':
+        err_msg = "outputformat='basic' is no longer supported, please use " \
+            "outputformat='csv' instead."
+        raise ValueError(err_msg)
 
     else:
-        # raise exception if pvgis format isn't in ['csv','basic','epw','json']
+        # raise exception if pvgis format isn't in ['csv','epw','json']
         err_msg = (
-            "pvgis format '{:s}' was unknown, must be either 'epw', 'json', "
-            "'csv', or 'basic'").format(outputformat)
+            "pvgis format '{:s}' was unknown, must be either 'json', 'csv',"
+            "or 'epw'").format(outputformat)
         raise ValueError(err_msg)
 
     if map_variables:
diff --git a/readthedocs.yml b/readthedocs.yml
index c4a1b20..d0208c1 100644
--- a/readthedocs.yml
+++ b/readthedocs.yml
@@ -11,7 +11,7 @@ sphinx:
 build:
    os: ubuntu-lts-latest
    tools:
-     python: "3.11"
+     python: "3.12"
    jobs:
      # fetch the full history so that setuptools_scm can determine the
      # correct version string for long PRs with many commits


Test patch:
diff --git a/tests/data/tmy_45.000_8.000_2005_2023.txt b/tests/data/tmy_45.000_8.000_2005_2023.txt
deleted file mode 100644
index 1758604..0000000
--- a/tests/data/tmy_45.000_8.000_2005_2023.txt
+++ /dev/null
@@ -1,8761 +0,0 @@
-time(UTC),T2m,RH,G(h),Gb(n),Gd(h),IR(h),WS10m,WD10m,SP
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-20161228:1300,11.26,59.7,301.0,763.33,65.0,259.9,0.76,282.0,101470.0
-20161228:1400,11.32,64.35,199.0,693.81,48.0,260.85,0.34,303.0,101420.0
-20161228:1500,10.38,77.15,23.0,0.0,23.0,260.65,0.76,1.0,101420.0
-20161228:1600,7.6,82.65,0.0,-0.0,0.0,258.35,1.38,353.0,101450.0
-20161228:1700,5.99,82.5,0.0,-0.0,0.0,253.7,1.24,331.0,101460.0
-20161228:1800,5.4,82.4,0.0,-0.0,0.0,251.2,1.17,301.0,101480.0
-20161228:1900,6.8,82.6,0.0,-0.0,0.0,247.7,0.48,195.0,101340.0
-20161228:2000,4.93,88.85,0.0,-0.0,0.0,245.6,0.62,213.0,101350.0
-20161228:2100,3.13,92.15,0.0,-0.0,0.0,242.5,0.76,239.0,101340.0
-20161228:2200,2.37,88.65,0.0,-0.0,0.0,239.95,0.97,227.0,101330.0
-20161228:2300,2.46,88.65,0.0,-0.0,0.0,238.6,1.03,203.0,101340.0
-20161229:0000,1.68,88.65,0.0,-0.0,0.0,237.05,0.76,187.0,101320.0
-20161229:0100,1.29,85.25,0.0,-0.0,0.0,235.6,0.21,155.0,101370.0
-20161229:0200,0.25,85.15,0.0,-0.0,0.0,234.75,1.38,35.0,101470.0
-20161229:0300,-0.94,91.95,0.0,-0.0,0.0,236.3,2.62,23.0,101590.0
-20161229:0400,-0.94,91.95,0.0,-0.0,0.0,237.45,2.28,8.0,101630.0
-20161229:0500,-1.03,91.95,0.0,-0.0,0.0,236.3,2.14,1.0,101730.0
-20161229:0600,-1.16,91.95,0.0,-0.0,0.0,235.7,1.79,359.0,101800.0
-20161229:0700,-0.36,92.0,0.0,-0.0,0.0,233.95,1.17,351.0,101830.0
-20161229:0800,0.1,88.5,78.0,135.75,59.0,236.85,0.97,326.0,101900.0
-20161229:0900,2.2,88.65,99.0,11.79,96.0,260.1,0.69,332.0,101960.0
-20161229:1000,4.04,95.7,107.0,0.0,107.0,278.5,1.17,17.0,101970.0
-20161229:1100,4.85,92.25,139.0,5.41,137.0,277.5,1.45,11.0,101980.0
-20161229:1200,5.37,88.85,348.0,707.51,92.0,272.85,1.66,4.0,101960.0
-20161229:1300,5.82,85.65,279.0,589.03,96.0,288.35,1.79,11.0,101960.0
-20161229:1400,5.82,82.5,194.0,638.13,54.0,280.05,1.86,26.0,101960.0
-20161229:1500,5.46,85.6,25.0,0.0,25.0,277.9,1.45,27.0,102010.0
-20161229:1600,4.48,88.8,0.0,-0.0,0.0,269.0,1.38,9.0,102050.0
-20161229:1700,3.66,92.15,0.0,-0.0,0.0,283.9,1.45,343.0,102090.0
-20161229:1800,3.11,92.15,0.0,-0.0,0.0,295.5,1.45,322.0,102120.0
-20161229:1900,2.15,88.65,0.0,-0.0,0.0,282.75,1.38,290.0,102070.0
-20161229:2000,1.71,88.65,0.0,-0.0,0.0,291.05,1.17,282.0,102060.0
-20161229:2100,1.22,92.05,0.0,-0.0,0.0,273.05,0.97,278.0,102050.0
-20161229:2200,1.42,92.05,0.0,-0.0,0.0,259.7,0.55,269.0,102050.0
-20161229:2300,0.77,92.05,0.0,-0.0,0.0,253.15,0.62,282.0,102060.0
-20161230:0000,-0.68,95.6,0.0,-0.0,0.0,251.2,0.97,286.0,102080.0
-20161230:0100,-0.87,95.6,0.0,-0.0,0.0,258.25,0.9,285.0,102070.0
-20161230:0200,-0.58,95.6,0.0,-0.0,0.0,255.25,0.62,275.0,102080.0
-20161230:0300,-0.95,99.4,0.0,-0.0,0.0,263.0,0.34,253.0,102070.0
-20161230:0400,-1.12,99.4,0.0,-0.0,0.0,267.25,0.28,242.0,102050.0
-20161230:0500,-1.24,99.4,0.0,-0.0,0.0,264.15,0.34,235.0,102040.0
-20161230:0600,-1.44,100.0,0.0,-0.0,0.0,263.0,0.41,231.0,102050.0
-20161230:0700,-1.97,99.4,0.0,-0.0,0.0,279.65,0.62,175.0,101990.0
-20161230:0800,-1.5,99.4,105.0,421.54,46.0,275.6,0.34,150.0,102010.0
-20161230:0900,0.03,95.6,226.0,604.34,72.0,277.3,0.21,11.0,102050.0
-20161230:1000,1.56,88.6,324.0,755.84,72.0,266.85,0.55,333.0,102040.0
-20161230:1100,2.91,79.1,368.0,796.53,73.0,266.1,0.69,350.0,102030.0
-20161230:1200,4.1,76.15,357.0,773.77,76.0,247.15,0.83,23.0,101940.0
-20161230:1300,4.77,70.7,295.0,707.65,74.0,246.95,0.97,39.0,101900.0
-20161230:1400,4.87,70.7,194.0,619.2,57.0,245.75,0.97,39.0,101870.0
-20161230:1500,4.44,76.25,26.0,0.0,26.0,245.2,0.76,36.0,101870.0
-20161230:1600,3.07,85.4,0.0,-0.0,0.0,240.35,0.83,59.0,101870.0
-20161230:1700,2.74,79.1,0.0,-0.0,0.0,238.6,0.41,104.0,101870.0
-20161230:1800,2.18,79.0,0.0,-0.0,0.0,237.25,0.34,205.0,101870.0
-20161230:1900,1.47,82.0,0.0,-0.0,0.0,236.65,0.69,269.0,101850.0
-20161230:2000,0.88,85.2,0.0,-0.0,0.0,234.55,0.76,196.0,101820.0
-20161230:2100,-0.66,91.95,0.0,-0.0,0.0,236.3,1.03,181.0,101810.0
-20161230:2200,-1.19,91.95,0.0,-0.0,0.0,232.8,1.03,184.0,101770.0
-20161230:2300,-0.68,91.95,0.0,-0.0,0.0,231.65,0.83,195.0,101750.0
-20161231:0000,-0.91,91.95,0.0,-0.0,0.0,231.05,0.69,208.0,101730.0
-20161231:0100,-1.0,91.95,0.0,-0.0,0.0,230.6,0.55,210.0,101720.0
-20161231:0200,-1.26,91.95,0.0,-0.0,0.0,231.65,0.41,193.0,101700.0
-20161231:0300,-1.59,95.6,0.0,-0.0,0.0,236.1,0.41,182.0,101670.0
-20161231:0400,-1.54,95.6,0.0,-0.0,0.0,238.8,0.34,198.0,101620.0
-20161231:0500,-1.72,91.9,0.0,-0.0,0.0,235.5,0.41,212.0,101610.0
-20161231:0600,-1.88,91.9,0.0,-0.0,0.0,241.15,0.48,211.0,101590.0
-20161231:0700,-2.34,95.55,0.0,-0.0,0.0,235.7,0.76,194.0,101600.0
-20161231:0800,-1.51,91.9,112.0,521.12,39.0,241.9,0.41,190.0,101590.0
-20161231:0900,0.41,88.5,237.0,697.35,59.0,245.2,0.14,217.0,101560.0
-20161231:1000,2.61,82.15,329.0,778.04,69.0,247.15,0.21,262.0,101520.0
-20161231:1100,4.62,79.2,374.0,818.36,70.0,251.75,0.28,282.0,101420.0
-20161231:1200,6.12,73.65,369.0,833.78,65.0,246.75,0.28,296.0,101300.0
-20161231:1300,6.97,71.05,304.0,757.86,66.0,250.4,0.14,315.0,101240.0
-20161231:1400,6.8,73.8,203.0,689.9,49.0,244.4,0.21,332.0,101180.0
-20161231:1500,6.03,85.65,24.0,0.0,24.0,247.15,0.34,33.0,101160.0
-20161231:1600,2.54,85.87,0.0,-0.0,0.0,220.7,0.5,80.0,101150.0
-20161231:1700,2.48,86.94,0.0,-0.0,0.0,228.56,0.53,81.0,101150.0
-20161231:1800,2.42,88.0,0.0,-0.0,0.0,236.42,0.56,51.0,101160.0
-20161231:1900,2.35,89.06,0.0,-0.0,0.0,244.28,0.59,346.0,101220.0
-20161231:2000,2.29,90.13,0.0,-0.0,0.0,252.14,0.62,340.0,101210.0
-20161231:2100,2.23,91.19,0.0,-0.0,0.0,260.0,0.66,297.0,101170.0
-20161231:2200,2.17,92.25,0.0,-0.0,0.0,267.86,0.69,240.0,101130.0
-20161231:2300,2.1,93.32,0.0,-0.0,0.0,275.72,0.72,217.0,101090.0
\ No newline at end of file
diff --git a/tests/iotools/test_pvgis.py b/tests/iotools/test_pvgis.py
index 7c025f4..1cf52eb 100644
--- a/tests/iotools/test_pvgis.py
+++ b/tests/iotools/test_pvgis.py
@@ -132,6 +132,16 @@ metadata_pv_json = {
                     'WS10m': {'description': '10-m total wind speed', 'units': 'm/s'},  # noqa: E501
                     'Int': {'description': '1 means solar radiation values are reconstructed'}}}}}  # noqa: E501
 
+# Reformat the metadata as implemented in #2462
+descriptions_csv = metadata_radiation_csv.copy()
+metadata_radiation_csv = {}
+metadata_radiation_csv['descriptions'] = descriptions_csv
+metadata_radiation_csv['inputs'] = inputs_radiation_csv
+
+descriptions_json = metadata_pv_json['inputs']
+metadata_pv_json['inputs'] = inputs_pv_json
+metadata_pv_json['inputs']['descriptions'] = descriptions_json
+
 
 def generate_expected_dataframe(values, columns, index):
     """Create dataframe from arrays of values, columns and index, in order to
@@ -175,25 +185,24 @@ def expected_pv_json_mapped():
 # Test read_pvgis_hourly function using two different files with different
 # input arguments (to test variable mapping and pvgis_format)
 # pytest request.getfixturevalue is used to simplify the input arguments
-@pytest.mark.parametrize('testfile,expected_name,metadata_exp,inputs_exp,map_variables,pvgis_format', [  # noqa: E501
+@pytest.mark.parametrize('testfile,expected_name,metadata_exp,map_variables,pvgis_format', [  # noqa: E501
     (testfile_radiation_csv, 'expected_radiation_csv', metadata_radiation_csv,
-     inputs_radiation_csv, False, None),
+     False, None),
     (testfile_radiation_csv, 'expected_radiation_csv_mapped',
-     metadata_radiation_csv, inputs_radiation_csv, True, 'csv'),
-    (testfile_pv_json, 'expected_pv_json', metadata_pv_json, inputs_pv_json,
+     metadata_radiation_csv, True, 'csv'),
+    (testfile_pv_json, 'expected_pv_json', metadata_pv_json,
      False, None),
     (testfile_pv_json, 'expected_pv_json_mapped', metadata_pv_json,
-     inputs_pv_json, True, 'json')])
+     True, 'json')])
 def test_read_pvgis_hourly(testfile, expected_name, metadata_exp,
-                           inputs_exp, map_variables, pvgis_format, request):
+                           map_variables, pvgis_format, request):
     # Get expected dataframe from fixture
     expected = request.getfixturevalue(expected_name)
     # Read data from file
-    out, inputs, metadata = read_pvgis_hourly(
+    out, metadata = read_pvgis_hourly(
         testfile, map_variables=map_variables, pvgis_format=pvgis_format)
     # Assert whether dataframe, metadata, and inputs are as expected
     assert_frame_equal(out, expected)
-    assert inputs == inputs_exp
     assert metadata == metadata_exp
 
 
@@ -248,7 +257,7 @@ def test_get_pvgis_hourly(requests_mock, testfile, expected_name, args,
     # inputs are passing on correctly
     requests_mock.get(url_test, text=mock_response)
     # Make API call - an error is raised if requested URI does not match
-    out, inputs, metadata = get_pvgis_hourly(
+    out, metadata = get_pvgis_hourly(
         latitude=45, longitude=8, map_variables=map_variables, **args)
     # Get expected dataframe from fixture
     expected = request.getfixturevalue(expected_name)
@@ -427,21 +436,6 @@ def test_get_pvgis_tmy_kwargs(userhorizon_expected):
     assert inputs['meteo_data']['year_max'] == 2016
 
 
-@pytest.mark.remote_data
-@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
-def test_get_pvgis_tmy_basic(expected, meta_expected):
-    pvgis_data = get_pvgis_tmy(45, 8, outputformat='basic',
-                               map_variables=False)
-    _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data)
-
-
-def _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data):
-    data, _, _, _ = pvgis_data
-    # check each column of output separately
-    for outvar in meta_expected['outputs']['tmy_hourly']['variables'].keys():
-        assert np.allclose(data[outvar], expected[outvar])
-
-
 @pytest.mark.remote_data
 @pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_tmy_coerce_year():
@@ -550,6 +544,16 @@ def test_get_pvgis_tmy_error():
         get_pvgis_tmy(45, 8, url='https://re.jrc.ec.europa.eu/')
 
 
+@pytest.mark.remote_data
+@pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
+def test_get_pvgis_tmy_basic():
+    # Test that a specific error message is raised when outputformat='basic'
+    err_msg = ("outputformat='basic' is no longer supported by pvlib, "
+               "please use outputformat='csv' instead.")
+    with pytest.raises(ValueError, match=err_msg):
+        get_pvgis_tmy(45, 8, outputformat='basic')
+
+
 @pytest.mark.remote_data
 @pytest.mark.flaky(reruns=RERUNS, reruns_delay=RERUNS_DELAY)
 def test_get_pvgis_map_variables(pvgis_tmy_mapped_columns):
@@ -630,26 +634,14 @@ def test_read_pvgis_tmy_csv(expected, month_year_expected, inputs_expected,
                                meta_expected, csv_meta, pvgis_data)
 
 
-def test_read_pvgis_tmy_basic(expected, meta_expected):
-    fn = TESTS_DATA_DIR / 'tmy_45.000_8.000_2005_2023.txt'
-    # XXX: can't infer outputformat from file extensions for basic
-    with pytest.raises(ValueError, match="pvgis format 'txt' was unknown"):
-        read_pvgis_tmy(fn, map_variables=False)
-    # explicit pvgis outputformat
-    pvgis_data = read_pvgis_tmy(fn, pvgis_format='basic', map_variables=False)
-    _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data)
-    with fn.open('rb') as fbuf:
-        pvgis_data = read_pvgis_tmy(fbuf, pvgis_format='basic',
-                                    map_variables=False)
-        _compare_pvgis_tmy_basic(expected, meta_expected, pvgis_data)
-        # file buffer raises TypeError if passed to pathlib.Path()
-        with pytest.raises(TypeError):
-            read_pvgis_tmy(fbuf, map_variables=False)
-
-
 def test_read_pvgis_tmy_exception():
     bad_outputformat = 'bad'
     err_msg = f"pvgis format '{bad_outputformat:s}' was unknown"
     with pytest.raises(ValueError, match=err_msg):
         read_pvgis_tmy('filename', pvgis_format=bad_outputformat,
                        map_variables=False)
+
+
+def test_read_pvgis_tmy_unknown_outputformat():
+    with pytest.raises(ValueError, match="pvgis format 'txt' was unknown"):
+        read_pvgis_tmy("hello.txt")