Repository: pvlib/pvlib-python
Pull request #818 (2019-11-13 18:41:19)

update contributing documentation, pr template

 - [x] Closes  #798 
 - [x] I am familiar with the [contributing guidelines](http://pvlib-python.readthedocs.io/en/latest/contributing.html).
 - [x] Fully tested. Added and/or modified tests to ensure correct behavior for all reasonable inputs. Tests (usually) must pass on the TravisCI and Appveyor testing services.
 - [x] ~Adds description and name entries in the appropriate `docs/sphinx/source/whatsnew` file for all changes.~ I don't think this is necessary for this PR.
 - [x] Pull request is nearly complete and ready for detailed review.

also updates PR template building on discussion in https://github.com/SolarArbiter/solarforecastarbiter-core/pull/150




Patch:
diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md
index da062dc..a9138ca 100644
--- a/.github/PULL_REQUEST_TEMPLATE.md
+++ b/.github/PULL_REQUEST_TEMPLATE.md
@@ -1,19 +1,12 @@
-pvlib python pull request guidelines
-====================================
-
-Thank you for your contribution to pvlib python! You may delete all of these instructions except for the list below.
-
-You may submit a pull request with your code at any stage of completion.
-
-The following items must be addressed before the code can be merged. Please don't hesitate to ask for help if you're unsure of how to accomplish any of the items below:
-
- - [ ] Closes issue #xxxx
- - [ ] I am familiar with the [contributing guidelines](http://pvlib-python.readthedocs.io/en/latest/contributing.html).
- - [ ] Fully tested. Added and/or modified tests to ensure correct behavior for all reasonable inputs. Tests (usually) must pass on the TravisCI and Appveyor testing services.
- - [ ] Updates entries to `docs/sphinx/source/api.rst` for API changes.
- - [ ] Adds description and name entries in the appropriate `docs/sphinx/source/whatsnew` file for all changes.
- - [ ] Code quality and style is sufficient. Passes LGTM and SticklerCI checks.
- - [ ] New code is fully documented. Includes sphinx/numpydoc compliant docstrings and comments in the code where necessary.
+<!-- Thank you for your contribution! The following items must be addressed before the code can be merged. Please don't hesitate to ask for help if you're unsure of how to accomplish any of the items. Feel free to remove checklist items that are not relevant to your change. -->
+
+ - [ ] Closes #xxxx
+ - [ ] I am familiar with the [contributing guidelines](https://pvlib-python.readthedocs.io/en/latest/contributing.html)
+ - [ ] Tests added
+ - [ ] Updates entries to [`docs/sphinx/source/api.rst`](https://github.com/pvlib/pvlib-python/blob/master/docs/sphinx/source/api.rst) for API changes.
+ - [ ] Adds description and name entries in the appropriate "what's new" file in [`docs/sphinx/source/whatsnew`](https://github.com/pvlib/pvlib-python/tree/master/docs/sphinx/source/whatsnew) for all changes. Includes link to the GitHub Issue with `` :issue:`num` `` or this Pull Request with `` :pull:`num` ``. Includes contributor name and/or GitHub username (link with `` :ghuser:`user` ``).
+ - [ ] New code is fully documented. Includes [numpydoc](https://numpydoc.readthedocs.io/en/latest/format.html) compliant docstrings, examples, and comments where necessary.
  - [ ] Pull request is nearly complete and ready for detailed review.
+ - [ ] Maintainer: Appropriate GitHub Labels and Milestone are assigned to the Pull Request and linked Issue.
 
-Brief description of the problem and proposed solution (if not already fully described in the issue linked to above):
+<!-- Brief description of the problem and proposed solution (if not already fully described in the issue linked to above): -->
diff --git a/README.md b/README.md
index 6ce2d64..a8fd264 100644
--- a/README.md
+++ b/README.md
@@ -1,13 +1,86 @@
 <img src="docs/sphinx/source/_images/pvlib_logo_horiz.png" width="600">
 
-[![TravisCI](https://travis-ci.org/pvlib/pvlib-python.svg?branch=master)](https://travis-ci.org/pvlib/pvlib-python)
-[![Coverage Status](https://img.shields.io/coveralls/pvlib/pvlib-python.svg)](https://coveralls.io/r/pvlib/pvlib-python)
-[![codecov](https://codecov.io/gh/pvlib/pvlib-python/branch/master/graph/badge.svg)](https://codecov.io/gh/pvlib/pvlib-python)
-[![Documentation Status](https://readthedocs.org/projects/pvlib-python/badge/?version=stable)](http://pvlib-python.readthedocs.org/en/stable/)
-[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.2554311.svg)](https://doi.org/10.5281/zenodo.2554311)
-[![status](http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1/status.svg)](http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1)
-[![Code Quality: Python](https://img.shields.io/lgtm/grade/python/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/pvlib/pvlib-python/context:python)
-[![Total Alerts](https://img.shields.io/lgtm/alerts/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18)](https://lgtm.com/projects/g/pvlib/pvlib-python/alerts)
+<table>
+<tr>
+  <td>Latest Release</td>
+  <td>
+    <a href="https://pypi.org/project/pvlib/">
+    <img src="https://img.shields.io/pypi/v/pvlib.svg" alt="latest release" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/version.svg" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/latest_release_date.svg" />
+    </a>
+</tr>
+<tr>
+  <td>License</td>
+  <td>
+    <a href="https://github.com/pvlib/pvlib-python/blob/master/LICENSE">
+    <img src="https://img.shields.io/pypi/l/pvlib.svg" alt="license" />
+    </a>
+</td>
+</tr>
+<tr>
+  <td>Build Status</td>
+  <td>
+    <a href="https://travis-ci.org/pvlib/pvlib-python">
+    <img src="https://travis-ci.org/pvlib/pvlib-python.svg?branch=master" alt="travis build status" />
+    </a>
+    <a href="http://pvlib-python.readthedocs.org/en/stable/">
+    <img src="https://readthedocs.org/projects/pvlib-python/badge/?version=stable" alt="documentation build status" />
+    </a>
+    <a href="https://dev.azure.com/solararbiter/pvlib%20python/_build/latest?definitionId=4&branchName=master">
+      <img src="https://dev.azure.com/solararbiter/pvlib%20python/_apis/build/status/pvlib.pvlib-python?branchName=master" alt="Azure Pipelines build status" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Code Quality</td>
+  <td>
+    <a href="https://lgtm.com/projects/g/pvlib/pvlib-python/context:python">
+    <img src="https://img.shields.io/lgtm/grade/python/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18" alt="lgtm quality grade" />
+    </a>
+    <a href="https://lgtm.com/projects/g/pvlib/pvlib-python/alerts">
+    <img src="https://img.shields.io/lgtm/alerts/g/pvlib/pvlib-python.svg?logo=lgtm&logoWidth=18" alt="lgtm alters" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Coverage</td>
+  <td>
+    <a href="https://coveralls.io/r/pvlib/pvlib-python">
+    <img src="https://img.shields.io/coveralls/pvlib/pvlib-python.svg" alt="coveralls coverage" />
+    </a>
+    <a href="https://codecov.io/gh/pvlib/pvlib-python">
+    <img src="https://codecov.io/gh/pvlib/pvlib-python/branch/master/graph/badge.svg" alt="codecov coverage" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Publications</td>
+  <td>
+    <a href="https://doi.org/10.5281/zenodo.2554311">
+    <img src="https://zenodo.org/badge/DOI/10.5281/zenodo.2554311.svg" alt="zenodo reference" />
+    </a>
+    <a href="http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1">
+    <img src="http://joss.theoj.org/papers/41187535cad22dd4b076c89b72f874b1/status.svg" alt="JOSS reference" />
+    </a>
+  </td>
+</tr>
+<tr>
+  <td>Downloads</td>
+  <td>
+    <a href="https://pypi.org/project/pvlib/">
+    <img src="https://img.shields.io/pypi/dm/pvlib" alt="PyPI downloads" />
+    </a>
+    <a href="https://anaconda.org/conda-forge/pvlib-python">
+    <img src="https://anaconda.org/conda-forge/pvlib-python/badges/downloads.svg" alt="conda-forge downloads" />
+    </a>
+  </td>
+</tr>
+</table>
 
 
 pvlib python is a community supported tool that provides a set of
diff --git a/docs/sphinx/source/conf.py b/docs/sphinx/source/conf.py
index 119aadc..88b7b61 100644
--- a/docs/sphinx/source/conf.py
+++ b/docs/sphinx/source/conf.py
@@ -266,12 +266,13 @@ latex_documents = [
 #latex_domain_indices = True
 
 # extlinks alias
-extlinks = {'issue': ('https://github.com/pvlib/pvlib-python/issues/%s',
-                      'GH'),
-            'wiki': ('https://github.com/pvlib/pvlib-python/wiki/%s',
-                     'wiki '),
-            'doi': ('http://dx.doi.org/%s', 'DOI: '),
-            'ghuser': ('https://github.com/%s', '@')}
+extlinks = {
+    'issue': ('https://github.com/pvlib/pvlib-python/issues/%s', 'GH'),
+    'pull': ('https://github.com/pvlib/pvlib-python/pull/%s', 'GH'),
+    'wiki': ('https://github.com/pvlib/pvlib-python/wiki/%s', 'wiki '),
+    'doi': ('http://dx.doi.org/%s', 'DOI: '),
+    'ghuser': ('https://github.com/%s', '@')
+}
 
 # -- Options for manual page output ---------------------------------------
 
diff --git a/docs/sphinx/source/contributing.rst b/docs/sphinx/source/contributing.rst
index ca3efbc..f7932de 100644
--- a/docs/sphinx/source/contributing.rst
+++ b/docs/sphinx/source/contributing.rst
@@ -215,7 +215,7 @@ Remove any ``logging`` calls and ``print`` statements that you added
 during development. ``warning`` is ok.
 
 We typically use GitHub's
-"`squash and merge` <https://help.github.com/articles/about-pull-request-merges/#squash-and-merge-your-pull-request-commits>_"
+"`squash and merge <https://help.github.com/articles/about-pull-request-merges/#squash-and-merge-your-pull-request-commits>`_"
 feature to merge your pull request into pvlib. GitHub will condense the
 commit history of your branch into a single commit when merging into
 pvlib-python/master (the commit history on your branch remains
@@ -245,24 +245,35 @@ specific types may be used:
 
 Parameters that specify a specific type require that specific input type.
 
-A relatively easy way to test your documentation is to build it on
-`readthedocs.org <https://readthedocs.org>` by following their
-`Import Your Docs <http://docs.readthedocs.io/en/stable/getting_started.html#import-your-docs>`_
-instructions and enabling your branch on the readthedocs
-`versions admin page <http://docs.readthedocs.io/en/stable/features.html#versions>`_.
+Read the Docs will automatically build the documentation for each pull
+request. Please confirm the documentation renders correctly by following
+the ``continuous-documentation/read-the-docs`` link within the checks
+status box at the bottom of the pull request.
 
-Another option is to install the required dependencies in your virtual/conda
-environment. See
-`docs/environment.yml <https://github.com/pvlib/pvlib-python/blob/master/docs/environment.yml>`_
-for the latest dependences for building the complete documentation. Some
-doc files can be compiled with fewer dependencies, but this is beyond
-the scope of this guide.
+To build the docs locally, install the ``doc`` dependencies specified in the
+`setup.py <https://github.com/pvlib/pvlib-python/blob/master/setup.py>`_
+file. See :ref:`installation` instructions for more information.
 
 .. _testing:
 
 Testing
 ~~~~~~~
 
+Developers **must** include comprehensive tests for any additions or
+modifications to pvlib. New unit test code should be placed in the
+corresponding test module in the
+`pvlib/test <https://github.com/pvlib/pvlib-python/tree/master/pvlib/test>`_
+directory.
+
+A pull request will automatically run the tests for you on a variety of
+platforms (Linux, Mac, Windows) and python versions. However, it is
+typically more efficient to run and debug the tests in your own local
+environment.
+
+To run the tests locally, install the ``test`` dependencies specified in the
+`setup.py <https://github.com/pvlib/pvlib-python/blob/master/setup.py>`_
+file. See :ref:`installation` instructions for more information.
+
 pvlib's unit tests can easily be run by executing ``pytest`` on the
 pvlib directory:
 
@@ -287,12 +298,6 @@ location of a test failure. As described in :ref:`code-style`, pvlib
 code does not use ``print`` or ``logging`` calls, and this also applies
 to the test suite (with rare exceptions).
 
-New unit test code should be placed in the corresponding test module in
-the pvlib/test directory.
-
-Developers **must** include comprehensive tests for any additions or
-modifications to pvlib.
-
 pvlib-python contains 3 "layers" of code: functions, PVSystem/Location,
 and ModelChain. Contributors will need to add tests that correspond to
 the layers that they modify.
diff --git a/docs/sphinx/source/introexamples.rst b/docs/sphinx/source/introexamples.rst
index c574cc3..184346e 100644
--- a/docs/sphinx/source/introexamples.rst
+++ b/docs/sphinx/source/introexamples.rst
@@ -164,7 +164,7 @@ by examining the parameters defined for the module.
                         orientation_strategy='south_at_latitude_tilt')
         # model results (ac, dc) and intermediates (aoi, temps, etc.)
         # assigned as mc object attributes
-        mc.run_model(times=times, weather=weather)
+        mc.run_model(weather)
         annual_energy = mc.ac.sum()
         energies[name] = annual_energy
 
diff --git a/docs/sphinx/source/modelchain.rst b/docs/sphinx/source/modelchain.rst
index b0ef39b..d2e1f7b 100644
--- a/docs/sphinx/source/modelchain.rst
+++ b/docs/sphinx/source/modelchain.rst
@@ -81,7 +81,7 @@ Next, we run a model with some simple weather data.
                            columns=['ghi', 'dni', 'dhi', 'temp_air', 'wind_speed'],
                            index=[pd.Timestamp('20170401 1200', tz='US/Arizona')])
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
 
 ModelChain stores the modeling results on a series of attributes. A few
 examples are shown below.
@@ -157,7 +157,7 @@ model, AC model, AOI loss model, and spectral loss model.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 Alternatively, we could have specified single diode or PVWatts related
@@ -180,7 +180,7 @@ information to determine which of those models to choose.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 User-supplied keyword arguments override ModelChain’s inspection
@@ -198,7 +198,7 @@ functions for a PVSystem that contains SAPM-specific parameters.
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.ac
 
 Of course, these choices can also lead to failure when executing
@@ -461,5 +461,5 @@ The end result is that ModelChain.run_model works as expected!
 
 .. ipython:: python
 
-    mc.run_model(times=weather.index, weather=weather);
+    mc.run_model(weather);
     mc.dc
diff --git a/docs/sphinx/source/timetimezones.rst b/docs/sphinx/source/timetimezones.rst
index 1b46c3f..dc5f91f 100644
--- a/docs/sphinx/source/timetimezones.rst
+++ b/docs/sphinx/source/timetimezones.rst
@@ -328,7 +328,7 @@ below? The solar position calculator will assume UTC time.
 
 .. ipython:: python
 
-    index = pd.DatetimeIndex(start='1997-01-01 01:00', freq='1h', periods=24)
+    index = pd.date_range(start='1997-01-01 01:00', freq='1h', periods=24)
     index
 
     solar_position_notz = pvlib.solarposition.get_solarposition(index,
diff --git a/docs/sphinx/source/whatsnew/v0.7.0.rst b/docs/sphinx/source/whatsnew/v0.7.0.rst
index 8e32278..938566f 100644
--- a/docs/sphinx/source/whatsnew/v0.7.0.rst
+++ b/docs/sphinx/source/whatsnew/v0.7.0.rst
@@ -10,8 +10,16 @@ compatibility notes.
 **Python 2.7 support ended on June 1, 2019.** (:issue:`501`)
 **Minimum numpy version is now 1.10.4. Minimum pandas version is now 0.18.1.**
 
-API Changes
-~~~~~~~~~~~
+API Breaking Changes
+~~~~~~~~~~~~~~~~~~~~
+* The `effective_irradiance` argument for :py:func:`pvsystem.sapm` now requires
+  units of W/m^2. Previously, units for this input were suns. A RuntimeWarning
+  warning is raised if all `effective_irradiance < 2.0`.
+* The output of :py:func:`pvsystem.sapm_effective_irradiance` is now in units
+  of W/m2 rather than suns.
+
+API Changes with Deprecations
+~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
 * Changes related to cell temperature models (:issue:`678`):
    * Changes to functions
       - Moved functions for cell temperature from `pvsystem.py` to `temperature.py`.
@@ -63,8 +71,8 @@ API Changes
       - If `PVSystem.temperature_model_parameters` is not specified, `ModelChain`
         defaults to old behavior, using the SAPM temperature model with parameter
         set `open_rack_glass_glass`. This behavior is deprecated, and will be
-         removed in v0.8. In v0.8 `PVSystem.temperature_model_parameters` will
-          be required for `ModelChain`.
+        removed in v0.8. In v0.8 `PVSystem.temperature_model_parameters` will
+        be required for `ModelChain`.
       - Implemented `pvsyst` as an option for `ModelChain.temperature_model`.
       - `modelchain.basic_chain` has a new required argument
         `temperature_model_parameters`.
@@ -72,7 +80,7 @@ API Changes
 * Changes related to IAM (AOI loss) functions (:issue:`680`):
    * Changes to functions
       - Moved functions from `pvsystem.py` to `iam.py`. `pvsystem` IAM
-       functions are deprecated and will be removed in v0.8.
+        functions are deprecated and will be removed in v0.8.
       - Functions are renamed to a consistent pattern:
          - `pvsystem.physicaliam` is `iam.physical`
          - `pvsystem.ashraeiam` is `iam.ashrae`
@@ -80,7 +88,13 @@ API Changes
    * Changes to `PVSystem` class
       - IAM models are provided by `PVSystem.get_iam` with kwarg `iam_model`.
       - Methods `PVSystem.ashraeiam`, `PVSystem.physicaliam` and
-       `PVSystem.sapm_aoi_loss` are deprecated and will be removed in v0.8.
+        `PVSystem.sapm_aoi_loss` are deprecated and will be removed in v0.8.
+
+* Changes related to spectral modifier (:issue:`782`):
+   * Changes to functions
+      - Added the argument `pw_min` and `pw_max`, default values 0.1 and 8 resp.,
+	to `atmosphere.first_solar_spectral_correction`. This function now returns NaN
+	if pw value higher than `pw_max`.
 
 * Calling :py:func:`pvlib.pvsystem.retrieve_sam` with no parameters will raise
   an exception instead of displaying a dialog.
@@ -95,6 +109,9 @@ API Changes
   argument for capability during the deprecation period.
 * Parameter `pvsystem.DC_MODEL_PARAMS` is renamed to `pvsystem._DC_MODEL_PARAMS`.
   Users should not rely on this dictionary's existence or structure.
+* :py:func:`pvlib.iotools.midc.read_midc` now passes additional keyword
+  arguments to `pandas.read_csv`
+* Add `timeout` argument to :py:func:`pvlib.iotools.midc.read_midc_raw_data_from_nrel`
 
 Enhancements
 ~~~~~~~~~~~~
@@ -127,6 +144,8 @@ Bug fixes
   longitude or latitude degree to an index number in a Linke turbidity lookup
   table. Also rename the function to `clearsky._degrees_to_index`.
   (:issue:`754`)
+* Fix reading raw MIDC CSV files from NREL where the number of header
+  columns does not match the number of data columns.
 
 Testing
 ~~~~~~~
@@ -146,6 +165,8 @@ Documentation
 * Edited docstring for `pvsystem.sapm` to remove DataFrame option for input
   `module`. The DataFrame option was never tested and would cause an error if
   used. (:issue:`785`)
+* Note warning about _TMY3.epw files retrieved from energyplus.net in docstring
+  of `epw.read_epw`
 
 Removal of prior version deprecations
 ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
@@ -172,3 +193,4 @@ Contributors
 * Miguel Sánchez de León Peque (:ghuser:`Peque`)
 * Tanguy Lunel (:ghuser:`tylunel`)
 * Veronica Guo (:ghuser:`veronicaguo`)
+* Tony Lorenzo (:ghuser:`alorenzo175`)
diff --git a/pvlib/atmosphere.py b/pvlib/atmosphere.py
index 6be7a33..aca7449 100644
--- a/pvlib/atmosphere.py
+++ b/pvlib/atmosphere.py
@@ -320,8 +320,9 @@ def gueymard94_pw(temp_air, relative_humidity):
     return pw
 
 
-def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
-                                    coefficients=None):
+def first_solar_spectral_correction(pw, airmass_absolute,
+                                    module_type=None, coefficients=None,
+                                    min_pw=0.1, max_pw=8):
     r"""
     Spectral mismatch modifier based on precipitable water and absolute
     (pressure corrected) airmass.
@@ -364,6 +365,14 @@ def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
     airmass_absolute : array-like
         absolute (pressure corrected) airmass.
 
+    min_pw : float, default 0.1
+        minimum atmospheric precipitable water (cm). A lower pw value will be
+        automatically set to this minimum value to avoid model divergence.
+
+    max_pw : float, default 8
+        maximum atmospheric precipitable water (cm). If a higher value is
+        encountered it will be set to np.nan to avoid model divergence.
+
     module_type : None or string, default None
         a string specifying a cell type. Can be lower or upper case
         letters. Admits values of 'cdte', 'monosi', 'xsi', 'multisi',
@@ -422,16 +431,18 @@ def first_solar_spectral_correction(pw, airmass_absolute, module_type=None,
     # *** Pwat ***
     # Replace Pwat Values below 0.1 cm with 0.1 cm to prevent model from
     # diverging"
-
-    if np.min(pw) < 0.1:
-        pw = np.maximum(pw, 0.1)
-        warn('Exceptionally low Pwat values replaced with 0.1 cm to prevent' +
-             ' model divergence')
+    pw = np.atleast_1d(pw)
+    pw = pw.astype('float64')
+    if np.min(pw) < min_pw:
+        pw = np.maximum(pw, min_pw)
+        warn('Exceptionally low pw values replaced with {0} cm to prevent '
+             'model divergence'.format(min_pw))
 
     # Warn user about Pwat data that is exceptionally high
-    if np.max(pw) > 8:
-        warn('Exceptionally high Pwat values. Check input data:' +
-             ' model may diverge in this range')
+    if np.max(pw) > max_pw:
+        pw[pw > max_pw] = np.nan
+        warn('Exceptionally high pw values replaced by np.nan: '
+             'check input data.')
 
     # *** AMa ***
     # Replace Extremely High AM with AM 10 to prevent model divergence
diff --git a/pvlib/bifacial.py b/pvlib/bifacial.py
index 85d6000..ae6f198 100644
--- a/pvlib/bifacial.py
+++ b/pvlib/bifacial.py
@@ -18,7 +18,7 @@ def pvfactors_timeseries(
     """
     Calculate front and back surface plane-of-array irradiance on
     a fixed tilt or single-axis tracker PV array configuration, and using
-    the open-source "pvfactors" package.
+    the open-source "pvfactors" package [1]_.
     Please refer to pvfactors online documentation for more details:
     https://sunpower.github.io/pvfactors/
 
diff --git a/pvlib/data/midc_raw_short_header_20191115.txt b/pvlib/data/midc_raw_short_header_20191115.txt
new file mode 100644
index 0000000..cb6972d
--- /dev/null
+++ b/pvlib/data/midc_raw_short_header_20191115.txt
@@ -0,0 +1,1441 @@
+,Year,DOY,CST,CR1000 Battery [VDC],Direct Normal [W/m^2],Direct (stdev) [W/m^2],CHP1 Temp [deg C],CHP1 Temp (stdev) [deg C],Global Horizontal [W/m^2],Global (stdev) [W/m^2],Diffuse Horizontal [W/m^2],Diffuse (stdev) [W/m^2],CR1000 Temp [deg C],Downwelling IR [W/m^2],IR (stdev) [W/m^2],Pyrgeometer Net [W/m^2],Net (stdev) [W/m^2],CGR3 Temp [deg C],CGR3 Temp (stdev) [deg C]
+0,2019,319,0,13.52,0,0,13.81,0.013,-1.04992,0.102,-0.710553,0,14.23,358.3,0.082,-8.33,0.088,10.41,0.011,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,1,13.5,0,0,13.82,0.013,-1.08379,0.135,-0.710553,0,14.23,358.3,0.084,-8.29,0,10.42,0.016,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2,13.52,0,0,13.83,0.013,-1.07250,0.126,-0.710553,0,14.23,358.4,0.124,-8.29,0,10.43,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,3,13.52,0,0,13.82,0.014,-1.15153,0.166,-0.710553,0,14.23,358.4,0.123,-8.29,0,10.43,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,4,13.02,0,0,13.83,0.013,-1.16282,0.168,-0.769765,0.132,14.23,358.3,0.041,-8.29,0,10.41,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,5,13.51,0,0,13.82,0.013,-1.17411,0.169,-0.793450,0.15,14.23,358.3,0.041,-8.29,0,10.41,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,6,13.51,0,0,13.83,0.013,-1.11766,0.155,-0.710553,0,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,7,13.52,0,0,13.82,0.014,-1.12895,0.16,-0.710553,0,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,8,13.53,0,0,13.82,0.014,-1.08379,0.135,-0.757923,0.121,14.23,358.5,0.11,-8.1,0.11,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,9,13.52,0,0,13.81,0.012,-1.06121,0.115,-0.734238,0.089,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,10,13,0,0,13.81,0.012,-1.09508,0.143,-0.722395,0.064,14.23,358.3,0,-8.29,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,11,13.5,0,0,13.81,0.009,-1.09508,0.143,-0.710553,0,14.23,358.2,0.125,-8.39,0.125,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,12,13.53,0,0,13.81,0.005,-1.18540,0.169,-0.746080,0.107,14.23,358,0.047,-8.56,0.047,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,13,13.53,0,0,13.81,0.005,-1.12895,0.16,-0.746080,0.107,14.23,358,0,-8.55,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,14,13.49,0,0,13.81,0,-1.15153,0.166,-0.734238,0.089,14.22,358,0.078,-8.58,0.078,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,15,13.51,0,0,13.81,0,-1.20798,0.168,-0.769765,0.132,14.22,358.1,0.127,-8.45,0.127,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,16,13.01,0,0,13.81,0,-1.19669,0.169,-0.840821,0.171,14.22,358.1,0.115,-8.48,0.115,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,17,13.53,0,0,13.81,0,-1.18540,0.169,-0.852663,0.174,14.22,358,0,-8.55,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,18,13.51,0,0,13.81,0,-1.14024,0.163,-0.793450,0.15,14.21,357.9,0.129,-8.67,0.129,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,19,13.5,0,0,13.8,0.013,-1.17411,0.169,-0.911876,0.176,14.21,357.8,0,-8.81,0,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,20,13.53,0,0,13.78,0.018,-1.17411,0.169,-0.971089,0.157,14.21,357.7,0.078,-8.84,0.078,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,21,12.97,0,0,13.76,0.019,-1.16282,0.168,-0.959246,0.163,14.21,357.7,0.125,-8.91,0.125,10.41,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,22,13.13,0,0,13.75,0.007,-1.07250,0.126,-0.911876,0.176,14.21,357.7,0.089,-8.81,0,10.4,0.017,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,23,13.53,0,0,13.75,0,-1.14024,0.163,-0.828978,0.167,14.21,357.6,0.11,-8.82,0.047,10.37,0.022,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,24,13.53,0,0,13.75,0,-1.14024,0.163,-0.900033,0.177,14.19,357.4,0.052,-8.81,0,10.34,0.01,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,25,13.54,0,0,13.75,0.005,-1.15153,0.166,-0.900033,0.177,14.18,357.4,0.128,-8.84,0.078,10.34,0.016,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,26,13.51,0,0,13.73,0.018,-1.15153,0.166,-0.923719,0.174,14.18,357.2,0.157,-8.86,0.097,10.3,0.024,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,27,13.03,0,0,13.71,0.019,-1.10637,0.15,-0.840821,0.171,14.18,357.1,0.066,-8.81,0,10.29,0.013,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,28,13.51,0,0,13.7,0.017,-1.11766,0.155,-0.746080,0.107,14.18,357.2,0.082,-8.81,0,10.29,0.016,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,29,13.54,0,0,13.7,0.01,-1.10637,0.15,-0.722395,0.064,14.18,357.1,0.078,-8.79,0.078,10.28,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,30,13.52,0,0,13.69,0,-1.16282,0.168,-0.757923,0.121,14.18,357.1,0.061,-8.8,0.047,10.28,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,31,13.52,0,0,13.69,0,-1.16282,0.168,-0.793450,0.15,14.18,357.1,0,-8.81,0,10.28,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,32,13.51,0,0,13.69,0,-1.15153,0.166,-0.805293,0.157,14.16,357.1,0,-8.81,0,10.28,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,33,13.03,0,0,13.69,0,-1.11766,0.155,-0.817136,0.163,14.16,357.1,0,-8.81,0,10.28,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,34,13.52,0,0,13.69,0.002,-1.09508,0.143,-0.840821,0.171,14.16,357.1,0.013,-8.81,0,10.28,0.003,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,35,13.53,0,0,13.68,0,-1.14024,0.163,-0.888191,0.178,14.16,357.1,0,-8.81,0,10.27,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,36,13.54,0,0,13.68,0.002,-1.17411,0.169,-0.911876,0.176,14.16,357.2,0.124,-8.72,0.125,10.27,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,37,13.54,0,0,13.68,0.007,-1.11766,0.155,-0.828978,0.167,14.15,357.3,0,-8.55,0,10.27,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,38,13.03,0,0,13.67,0.011,-1.09508,0.143,-0.722395,0.064,14.14,357.3,0.064,-8.57,0.065,10.26,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,39,13.02,0,0,13.67,0.013,-1.09508,0.143,-0.710553,0,14.13,357.3,0,-8.55,0,10.26,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,40,13.54,0,0,13.67,0.012,-1.07250,0.126,-0.710553,0,14.13,357.5,0.107,-8.36,0.115,10.26,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,41,13.49,0,0,13.67,0.014,-1.11766,0.155,-0.710553,0,14.13,357.5,0.047,-8.3,0.047,10.26,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,42,13.52,0,0,13.66,0.013,-1.14024,0.163,-0.722395,0.064,14.13,357.5,0.012,-8.29,0,10.26,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,43,13.53,0,0,13.66,0.013,-1.09508,0.143,-0.734238,0.089,14.13,357.5,0,-8.29,0,10.26,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,44,13.04,0,0,13.67,0.012,-1.08379,0.135,-0.710553,0,14.13,357.5,0.01,-8.29,0,10.26,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,45,13.52,0,0,13.67,0.009,-1.04992,0.102,-0.710553,0,14.13,357.6,0,-8.29,0,10.26,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,46,13.53,0,0,13.67,0.012,-1.11766,0.155,-0.710553,0,14.11,357.5,0.012,-8.29,0,10.26,0.002,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,47,13.54,0,0,13.67,0.007,-1.04992,0.102,-0.734238,0.089,14.11,357.5,0,-8.29,0,10.26,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,48,13.51,0,0,13.67,0.005,-1.02734,0.061,-0.710553,0,14.11,357.5,0.06,-8.29,0,10.26,0.012,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,49,13.5,0,0,13.66,0,-1.08379,0.135,-0.710553,0,14.11,357.6,0.132,-8.21,0.122,10.25,0.01,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,50,13.53,0,0,13.66,0.007,-1.07250,0.126,-0.710553,0,14.11,357.5,0.13,-8.22,0.119,10.25,0.011,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,51,13.03,0,0,13.66,0,-1.06121,0.115,-0.710553,0,14.11,357.5,0.087,-8.29,0,10.25,0.017,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,52,13.03,0,0,13.66,0,-1.07250,0.126,-0.710553,0,14.11,357.5,0.119,-8.29,0,10.26,0.023,-7999,-7999,-7999,-7999,0,-7999
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+0,2019,319,2338,13.53,-0.383076,0,12.41,0.014,-2.31473,0.126,-1.76483,0.064,13.21,288.4,0.163,-78.1,0.128,10.38,0.017,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2339,13.54,-0.383077,0,12.4,0.016,-2.05503,0.122,-1.53979,0.168,13.21,288.2,0.194,-78.35,0.194,10.39,0.001,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2340,13.56,-0.383077,0,12.4,0.014,-2.13407,0.155,-1.75299,0.089,13.21,288.5,0.209,-77.99,0.202,10.38,0.019,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2341,13.54,-0.383077,0,12.39,0.01,-2.35990,0.061,-1.77668,0,13.21,288.4,0.084,-77.75,0.078,10.33,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2342,13.53,-0.383077,0,12.33,0.027,-2.37119,0,-1.77668,0,13.21,288.2,0.171,-77.71,0.149,10.28,0.026,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2343,13.02,-0.383077,0,12.3,0.013,-2.37119,0,-1.77668,0,13.21,288.2,0.119,-77.59,0.119,10.26,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2344,13.56,-0.383077,0,12.26,0.015,-2.37119,0,-1.77668,0,13.2,288,0.116,-77.43,0.122,10.18,0.035,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2345,13.52,-0.383077,0,12.2,0.029,-2.37119,0,-1.77668,0,13.19,288,0.109,-77.18,0.119,10.13,0.008,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2346,13.51,-0.383077,0,12.14,0.019,-2.37119,0,-1.80037,0.089,13.19,287.9,0.121,-76.88,0.129,10.07,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2347,13.53,-0.383078,0,12.08,0.028,-2.37119,0,-1.78852,0.064,13.19,287.7,0.07,-76.76,0.065,10,0.006,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2348,13.54,-0.383078,0,12.02,0.019,-2.37119,0,-1.84775,0.142,13.17,287.6,0.16,-76.63,0.128,9.95,0.02,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2349,13.01,-0.383078,0,11.96,0.024,-2.37119,0,-1.93066,0.176,13.16,287.5,0.135,-76.35,0.13,9.88,0.018,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2350,13.55,-0.383078,0,11.9,0.022,-2.37119,0,-1.93066,0.176,13.16,287.5,0.149,-76.07,0.158,9.82,0.021,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2351,13.53,-0.383078,0,11.84,0.026,-2.37119,0,-1.89513,0.168,13.14,287.4,0.16,-75.84,0.129,9.75,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2352,13.53,-0.383078,0,11.79,0.028,-2.32603,0.115,-1.87144,0.157,13.14,287.4,0.237,-75.65,0.123,9.71,0.035,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2353,13.54,-0.383078,0,11.72,0.031,-2.32603,0.115,-1.77668,0,13.12,287.2,0.148,-75.34,0.172,9.61,0.013,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2354,13.55,-0.383078,0,11.65,0.019,-2.20182,0.169,-1.77668,0,13.11,287.1,0.151,-75.18,0,9.58,0.029,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2355,12.95,-0.383078,0,11.61,0.029,-2.20182,0.169,-1.77668,0,13.09,287.3,0.138,-74.72,0.104,9.53,0.026,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2356,13.56,-0.395847,0.069,11.56,0.019,-2.11149,0.168,-1.77668,0,13.09,287.1,0.064,-74.68,0.065,9.48,0,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2357,13.53,-0.651233,0.176,11.52,0.013,-2.02116,0.061,-1.77668,0,13.07,286.9,0.118,-74.67,0,9.43,0.023,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2358,13.54,-0.740618,0.096,11.51,0.005,-1.98729,0.115,-1.77668,0,13.05,286.9,0.092,-74.67,0,9.42,0.018,-7999,-7999,-7999,-7999,0,-7999
+0,2019,319,2359,13.56,-0.740618,0.096,11.47,0.023,-2.10020,0.135,-1.77668,0,13.05,286.8,0.097,-74.67,0,9.41,0.019,-7999,-7999,-7999,-7999,0,-7999
diff --git a/pvlib/iam.py b/pvlib/iam.py
index c8d65de..6e40a6b 100644
--- a/pvlib/iam.py
+++ b/pvlib/iam.py
@@ -398,12 +398,12 @@ def interp(aoi, theta_ref, iam_ref, method='linear', normalize=True):
 
     method : str, default 'linear'
         Specifies the interpolation method.
-        Useful options are: 'linear', 'quadratic','cubic'.
+        Useful options are: 'linear', 'quadratic', 'cubic'.
         See scipy.interpolate.interp1d for more options.
 
     normalize : boolean, default True
         When true, the interpolated values are divided by the interpolated
-        value at zero degrees.  This ensures that ``iam``=1.0 at normal
+        value at zero degrees.  This ensures that ``iam=1.0`` at normal
         incidence.
 
     Returns
diff --git a/pvlib/iotools/epw.py b/pvlib/iotools/epw.py
index 4a714d0..3fe7e8a 100644
--- a/pvlib/iotools/epw.py
+++ b/pvlib/iotools/epw.py
@@ -67,9 +67,9 @@ def read_epw(filename, coerce_year=None):
     ===============   ======  =========================================
 
 
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================  # noqa: E501
     EPWData field                       description
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================
     index                               A pandas datetime index. NOTE, times are set to local standard time (daylight savings is not included). Days run from 0-23h to comply with PVLIB's convention
     year                                Year, from original EPW file. Can be overwritten using coerce function.
     month                               Month, from original EPW file
@@ -99,14 +99,14 @@ def read_epw(filename, coerce_year=None):
     ceiling_height                      Height of cloud base above local terrain (7777=unlimited), meter
     present_weather_observation         Indicator for remaining fields: If 0, then the observed weather codes are taken from the following field. If 9, then missing weather is assumed.
     present_weather_codes               Present weather code, see [1], chapter 2.9.1.28
-    precipitable_water                  Total precipitable water contained in a column of unit cross section from earth to top of atmosphere, cm
+    precipitable_water                  Total precipitable water contained in a column of unit cross section from earth to top of atmosphere, cm. Note that some old *_TMY3.epw files may have incorrect unit if it was retrieved from www.energyplus.net.
     aerosol_optical_depth               The broadband aerosol optical depth per unit of air mass due to extinction by aerosol component of atmosphere, unitless
     snow_depth                          Snow depth in centimeters on the day indicated, (999 = missing data)
     days_since_last_snowfall            Number of days since last snowfall (maximum value of 88, where 88 = 88 or greater days; 99 = missing data)
     albedo                              The ratio of reflected solar irradiance to global horizontal irradiance, unitless
     liquid_precipitation_depth          The amount of liquid precipitation observed at indicated time for the period indicated in the liquid precipitation quantity field, millimeter
     liquid_precipitation_quantity       The period of accumulation for the liquid precipitation depth field, hour
-    =============================       ==============================================================================================================================================================
+    =============================       ==================================================================================================================================================================================================================
 
     References
     ----------
diff --git a/pvlib/iotools/midc.py b/pvlib/iotools/midc.py
index 01ca711..fc475ce 100644
--- a/pvlib/iotools/midc.py
+++ b/pvlib/iotools/midc.py
@@ -1,5 +1,9 @@
 """Functions to read NREL MIDC data.
 """
+import io
+
+
+import requests
 import pandas as pd
 
 
@@ -148,14 +152,14 @@ def format_index_raw(data):
     return data
 
 
-def read_midc(filename, variable_map={}, raw_data=False):
+def read_midc(filename, variable_map={}, raw_data=False, **kwargs):
     """Read in National Renewable Energy Laboratory Measurement and
     Instrumentation Data Center [1]_ weather data.
 
     Parameters
     ----------
-    filename: string
-        Filename or url of data to read.
+    filename: string or file-like object
+        Filename, url, or file-like object of data to read.
     variable_map: dictionary
         Dictionary for mapping MIDC field names to pvlib names. Used to rename
         the columns of the resulting DataFrame. Does not map names by default.
@@ -163,6 +167,8 @@ def read_midc(filename, variable_map={}, raw_data=False):
     raw_data: boolean
         Set to true to use format_index_raw to correctly format the date/time
         columns of MIDC raw data files.
+    kwargs : dict
+       Additional keyword arguments to pass to `pandas.read_csv`
 
     Returns
     -------
@@ -178,9 +184,7 @@ def read_midc(filename, variable_map={}, raw_data=False):
              passing the dictionary below will rename the column to 'ghi' in
              the returned Dataframe.
 
-             {
-                 'Global Horizontal [W/m^2]': ghi,
-             }
+             {'Global Horizontal [W/m^2]': 'ghi'}
 
     See the MIDC_VARIABLE_MAP for collection of mappings by site.
     For a full list of pvlib variable names see the `Variable Style Rules
@@ -194,7 +198,7 @@ def read_midc(filename, variable_map={}, raw_data=False):
     .. [1] NREL: Measurement and Instrumentation Data Center
         `https://midcdmz.nrel.gov/ <https://midcdmz.nrel.gov/>`_
     """
-    data = pd.read_csv(filename)
+    data = pd.read_csv(filename, **kwargs)
     if raw_data:
         data = format_index_raw(data)
     else:
@@ -203,7 +207,8 @@ def read_midc(filename, variable_map={}, raw_data=False):
     return data
 
 
-def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
+def read_midc_raw_data_from_nrel(site, start, end, variable_map={},
+                                 timeout=30):
     """Request and read MIDC data directly from the raw data api.
 
     Parameters
@@ -218,12 +223,22 @@ def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
         A dictionary mapping MIDC field names to pvlib names. Used to
         rename columns of the resulting DataFrame. See Notes of
         :py:func:`pvlib.iotools.read_midc` for example.
+    timeout : float, default 30
+        Number of seconds to wait to connect/read from the API before
+        failing.
 
     Returns
     -------
     data:
         Dataframe with DatetimeIndex localized to the station location.
 
+    Raises
+    ------
+    requests.HTTPError
+       For any error in retrieving the CSV file from the MIDC API
+    requests.Timeout
+       If data is not received in within ``timeout`` seconds
+
     Notes
     -----
     Requests spanning an instrumentation change will yield an error. See the
@@ -236,4 +251,14 @@ def read_midc_raw_data_from_nrel(site, start, end, variable_map={}):
             'end': end.strftime('%Y%m%d')}
     endpoint = 'https://midcdmz.nrel.gov/apps/data_api.pl?'
     url = endpoint + '&'.join(['{}={}'.format(k, v) for k, v in args.items()])
-    return read_midc(url, variable_map=variable_map, raw_data=True)
+    # number of header columns and data columns do not always match,
+    # so first parse the header to determine the number of data columns
+    # to parse
+    csv_request = requests.get(url, timeout=timeout)
+    csv_request.raise_for_status()
+    raw_csv = io.StringIO(csv_request.text)
+    first_row = pd.read_csv(raw_csv, nrows=0)
+    col_length = len(first_row.columns)
+    raw_csv.seek(0)
+    return read_midc(raw_csv, variable_map=variable_map, raw_data=True,
+                     usecols=range(col_length))
diff --git a/pvlib/irradiance.py b/pvlib/irradiance.py
index 2749ca7..9c62a01 100644
--- a/pvlib/irradiance.py
+++ b/pvlib/irradiance.py
@@ -1176,7 +1176,7 @@ def clearness_index(ghi, solar_zenith, extra_radiation, min_cos_zenith=0.065,
     Calculate the clearness index.
 
     The clearness index is the ratio of global to extraterrestrial
-    irradiance on a horizontal plane.
+    irradiance on a horizontal plane [1]_.
 
     Parameters
     ----------
@@ -1226,7 +1226,7 @@ def clearness_index(ghi, solar_zenith, extra_radiation, min_cos_zenith=0.065,
 def clearness_index_zenith_independent(clearness_index, airmass,
                                        max_clearness_index=2.0):
     """
-    Calculate the zenith angle independent clearness index.
+    Calculate the zenith angle independent clearness index [1]_.
 
     Parameters
     ----------
@@ -1764,7 +1764,8 @@ def gti_dirint(poa_global, aoi, solar_zenith, solar_azimuth, times,
                model='perez', model_perez='allsitescomposite1990',
                calculate_gt_90=True, max_iterations=30):
     """
-    Determine GHI, DNI, DHI from POA global using the GTI DIRINT model.
+    Determine GHI, DNI, DHI from POA global using the GTI DIRINT model
+    [1]_.
 
     .. warning::
 
diff --git a/pvlib/modelchain.py b/pvlib/modelchain.py
index 46bf080..1ab916c 100644
--- a/pvlib/modelchain.py
+++ b/pvlib/modelchain.py
@@ -440,7 +440,7 @@ class ModelChain(object):
                              'set the model with the dc_model kwarg.')
 
     def sapm(self):
-        self.dc = self.system.sapm(self.effective_irradiance/1000.,
+        self.dc = self.system.sapm(self.effective_irradiance,
                                    self.cell_temperature)
 
         self.dc = self.system.scale_voltage_current_power(self.dc)
diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py
index 550bea0..93491a5 100644
--- a/pvlib/pvsystem.py
+++ b/pvlib/pvsystem.py
@@ -563,28 +563,25 @@ class PVSystem(object):
         Parameters
         ----------
         poa_direct : numeric
-            The direct irradiance incident upon the module.
+            The direct irradiance incident upon the module.  [W/m2]
 
         poa_diffuse : numeric
-            The diffuse irradiance incident on module.
+            The diffuse irradiance incident on module.  [W/m2]
 
         airmass_absolute : numeric
-            Absolute airmass.
+            Absolute airmass. [unitless]
 
         aoi : numeric
-            Angle of incidence in degrees.
-
-        reference_irradiance : numeric, default 1000
-            Reference irradiance by which to divide the input irradiance.
+            Angle of incidence. [degrees]
 
         Returns
         -------
         effective_irradiance : numeric
-            The SAPM effective irradiance.
+            The SAPM effective irradiance. [W/m2]
         """
         return sapm_effective_irradiance(
             poa_direct, poa_diffuse, airmass_absolute, aoi,
-            self.module_parameters, reference_irradiance=reference_irradiance)
+            self.module_parameters)
 
     def pvsyst_celltemp(self, poa_global, temp_air, wind_speed=1.0):
         """Uses :py:func:`temperature.pvsyst_cell` to calculate cell
@@ -1580,10 +1577,11 @@ def sapm(effective_irradiance, temp_cell, module):
     Parameters
     ----------
     effective_irradiance : numeric
-        Effective irradiance (suns).
+        Irradiance reaching the module's cells, after reflections and
+        adjustment for spectrum. [W/m2]
 
     temp_cell : numeric
-        The cell temperature (degrees C).
+        Cell temperature [C].
 
     module : dict-like
         A dict or Series defining the SAPM parameters. See the notes section
@@ -1659,12 +1657,23 @@ def sapm(effective_irradiance, temp_cell, module):
     temperature.sapm_module
     '''
 
-    T0 = 25
+    # TODO: someday, change temp_ref and irrad_ref to reference_temperature and
+    # reference_irradiance and expose
+    temp_ref = 25
+    irrad_ref = 1000
+    # TODO: remove this warning in v0.8 after deprecation period for change in
+    # effective irradiance units, made in v0.7
+    if np.all(effective_irradiance) < 2.0:
+        import warnings
+        warnings.warn('effective_irradiance inputs appear to be in suns.'
+                      ' Units changed in v0.7 from suns to W/m2',
+                      RuntimeWarning)
+
     q = 1.60218e-19  # Elementary charge in units of coulombs
     kb = 1.38066e-23  # Boltzmann's constant in units of J/K
 
     # avoid problem with integer input
-    Ee = np.array(effective_irradiance, dtype='float64')
+    Ee = np.array(effective_irradiance, dtype='float64') / irrad_ref
 
     # set up masking for 0, positive, and nan inputs
     Ee_gt_0 = np.full_like(Ee, False, dtype='bool')
@@ -1687,32 +1696,32 @@ def sapm(effective_irradiance, temp_cell, module):
     out = OrderedDict()
 
     out['i_sc'] = (
-        module['Isco'] * Ee * (1 + module['Aisc']*(temp_cell - T0)))
+        module['Isco'] * Ee * (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     out['i_mp'] = (
         module['Impo'] * (module['C0']*Ee + module['C1']*(Ee**2)) *
-        (1 + module['Aimp']*(temp_cell - T0)))
+        (1 + module['Aimp']*(temp_cell - temp_ref)))
 
     out['v_oc'] = np.maximum(0, (
         module['Voco'] + cells_in_series * delta * logEe +
-        Bvoco*(temp_cell - T0)))
+        Bvoco*(temp_cell - temp_ref)))
 
     out['v_mp'] = np.maximum(0, (
         module['Vmpo'] +
         module['C2'] * cells_in_series * delta * logEe +
         module['C3'] * cells_in_series * ((delta * logEe) ** 2) +
-        Bvmpo*(temp_cell - T0)))
+        Bvmpo*(temp_cell - temp_ref)))
 
     out['p_mp'] = out['i_mp'] * out['v_mp']
 
     out['i_x'] = (
         module['IXO'] * (module['C4']*Ee + module['C5']*(Ee**2)) *
-        (1 + module['Aisc']*(temp_cell - T0)))
+        (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     # the Ixx calculation in King 2004 has a typo (mixes up Aisc and Aimp)
     out['i_xx'] = (
         module['IXXO'] * (module['C6']*Ee + module['C7']*(Ee**2)) *
-        (1 + module['Aisc']*(temp_cell - T0)))
+        (1 + module['Aisc']*(temp_cell - temp_ref)))
 
     if isinstance(out['i_sc'], pd.Series):
         out = pd.DataFrame(out)
@@ -1839,45 +1848,70 @@ def sapm_spectral_loss(airmass_absolute, module):
 
 
 def sapm_effective_irradiance(poa_direct, poa_diffuse, airmass_absolute, aoi,
-                              module, reference_irradiance=1000):
-    """
+                              module):
+    r"""
     Calculates the SAPM effective irradiance using the SAPM spectral
     loss and SAPM angle of incidence loss functions.
 
     Parameters
     ----------
     poa_direct : numeric
-        The direct irradiance incident upon the module.
+        The direct irradiance incident upon the module. [W/m2]
 
     poa_diffuse : numeric
-        The diffuse irradiance incident on module.
+        The diffuse irradiance incident on module.  [W/m2]
 
     airmass_absolute : numeric
-        Absolute airmass.
+        Absolute airmass. [unitless]
 
     aoi : numeric
-        Angle of incidence in degrees.
+        Angle of incidence. [degrees]
 
     module : dict-like
         A dict, Series, or DataFrame defining the SAPM performance
         parameters. See the :py:func:`sapm` notes section for more
         details.
 
-    reference_irradiance : numeric, default 1000
-        Reference irradiance by which to divide the input irradiance.
-
     Returns
     -------
     effective_irradiance : numeric
-        The SAPM effective irradiance.
+        Effective irradiance accounting for reflections and spectral content.
+        [W/m2]
+
+    Notes
+    -----
+    The SAPM model for effective irradiance [1] translates broadband direct and
+    diffuse irradiance on the plane of array to the irradiance absorbed by a
+    module's cells.
+
+    The model is
+    .. math::
+
+        `Ee = f_1(AM_a) (E_b f_2(AOI) + f_d E_d)`
+
+    where :math:`Ee` is effective irradiance (W/m2), :math:`f_1` is a fourth
+    degree polynomial in air mass :math:`AM_a`, :math:`E_b` is beam (direct)
+    irradiance on the plane of array, :math:`E_d` is diffuse irradiance on the
+    plane of array, :math:`f_2` is a fifth degree polynomial in the angle of
+    incidence :math:`AOI`, and :math:`f_d` is the fraction of diffuse
+    irradiance on the plane of array that is not reflected away.
+
+    References
+    ----------
+    [1] D. King et al, "Sandia Photovoltaic Array Performance Model",
+    SAND2004-3535, Sandia National Laboratories, Albuquerque, NM
+
+    See also
+    --------
+    pvlib.iam.sapm
+    pvlib.pvsystem.sapm_spectral_loss
+    pvlib.pvsystem.sapm
     """
 
     F1 = sapm_spectral_loss(airmass_absolute, module)
     F2 = iam.sapm(aoi, module)
 
-    E0 = reference_irradiance
-
-    Ee = F1 * (poa_direct*F2 + module['FD']*poa_diffuse) / E0
+    Ee = F1 * (poa_direct * F2 + module['FD'] * poa_diffuse)
 
     return Ee
 
@@ -1992,7 +2026,7 @@ def singlediode(photocurrent, saturation_current, resistance_series,
     the IV curve are linearly spaced.
 
     References
-    -----------
+    ----------
     [1] S.R. Wenham, M.A. Green, M.E. Watt, "Applied Photovoltaics" ISBN
     0 86758 909 4
 


Test patch:
diff --git a/pvlib/test/test_atmosphere.py b/pvlib/test/test_atmosphere.py
index ee4b17a..0bf7434 100644
--- a/pvlib/test/test_atmosphere.py
+++ b/pvlib/test/test_atmosphere.py
@@ -128,6 +128,27 @@ def test_first_solar_spectral_correction_ambiguous():
         atmosphere.first_solar_spectral_correction(1, 1)
 
 
+def test_first_solar_spectral_correction_range():
+    with pytest.warns(UserWarning, match='Exceptionally high pw values'):
+        out = atmosphere.first_solar_spectral_correction(np.array([.1, 3, 10]),
+                                                         np.array([1, 3, 5]),
+                                                         module_type='monosi')
+    expected = np.array([0.96080878, 1.03055092,        nan])
+    assert_allclose(out, expected, atol=1e-3)
+    with pytest.warns(UserWarning, match='Exceptionally high pw values'):
+        out = atmosphere.first_solar_spectral_correction(6, 1.5, max_pw=5,
+                                                         module_type='monosi')
+    with pytest.warns(UserWarning, match='Exceptionally low pw values'):
+        out = atmosphere.first_solar_spectral_correction(np.array([0, 3, 8]),
+                                                         np.array([1, 3, 5]),
+                                                         module_type='monosi')
+    expected = np.array([0.96080878, 1.03055092, 1.04932727])
+    assert_allclose(out, expected, atol=1e-3)
+    with pytest.warns(UserWarning, match='Exceptionally low pw values'):
+        out = atmosphere.first_solar_spectral_correction(0.2, 1.5, min_pw=1,
+                                                         module_type='monosi')
+
+
 def test_kasten96_lt():
     """Test Linke turbidity factor calculated from AOD, Pwat and AM"""
     amp = np.array([1, 3, 5])
diff --git a/pvlib/test/test_midc.py b/pvlib/test/test_midc.py
index ad6a2d8..07552ed 100644
--- a/pvlib/test/test_midc.py
+++ b/pvlib/test/test_midc.py
@@ -24,6 +24,8 @@ test_dir = os.path.dirname(
     os.path.abspath(inspect.getfile(inspect.currentframe())))
 midc_testfile = os.path.join(test_dir, '../data/midc_20181014.txt')
 midc_raw_testfile = os.path.join(test_dir, '../data/midc_raw_20181018.txt')
+midc_raw_short_header_testfile = os.path.join(
+    test_dir, '../data/midc_raw_short_header_20191115.txt')
 midc_network_testfile = ('https://midcdmz.nrel.gov/apps/data_api.pl'
                          '?site=UAT&begin=20181018&end=20181019')
 
@@ -73,3 +75,17 @@ def test_read_midc_raw_data_from_nrel():
     for k, v in var_map.items():
         assert v in data.columns
     assert data.index.size == 2880
+
+
+def test_read_midc_header_length_mismatch(mocker):
+    mock_data = mocker.MagicMock()
+    with open(midc_raw_short_header_testfile, 'r') as f:
+        mock_data.text = f.read()
+    mocker.patch('pvlib.iotools.midc.requests.get',
+                 return_value=mock_data)
+    start = pd.Timestamp('2019-11-15T00:00:00-06:00')
+    end = pd.Timestamp('2019-11-15T23:59:00-06:00')
+    data = midc.read_midc_raw_data_from_nrel('', start, end)
+    assert isinstance(data.index, pd.DatetimeIndex)
+    assert data.index[0] == start
+    assert data.index[-1] == end
diff --git a/pvlib/test/test_pvsystem.py b/pvlib/test/test_pvsystem.py
index bc9f142..c9bec95 100644
--- a/pvlib/test/test_pvsystem.py
+++ b/pvlib/test/test_pvsystem.py
@@ -195,7 +195,8 @@ def test_retrieve_sam_cecinverter():
 def test_sapm(sapm_module_params):
 
     times = pd.date_range(start='2015-01-01', periods=5, freq='12H')
-    effective_irradiance = pd.Series([-1, 0.5, 1.1, np.nan, 1], index=times)
+    effective_irradiance = pd.Series([-1000, 500, 1100, np.nan, 1000],
+                                     index=times)
     temp_cell = pd.Series([10, 25, 50, 25, np.nan], index=times)
 
     out = pvsystem.sapm(effective_irradiance, temp_cell, sapm_module_params)
@@ -216,7 +217,7 @@ def test_sapm(sapm_module_params):
 
     assert_frame_equal(out, expected, check_less_precise=4)
 
-    out = pvsystem.sapm(1, 25, sapm_module_params)
+    out = pvsystem.sapm(1000, 25, sapm_module_params)
 
     expected = OrderedDict()
     expected['i_sc'] = 5.09115
@@ -235,10 +236,21 @@ def test_sapm(sapm_module_params):
                   pd.Series(sapm_module_params))
 
 
+def test_pvsystem_sapm_warning(sapm_module_params):
+    # deprecation warning for change in effective_irradiance units in
+    # pvsystem.sapm
+    # TODO: remove after deprecation period (v0.8)
+    effective_irradiance = np.array([0.1, 0.2, 1.3])
+    temp_cell = np.array([25, 25, 50])
+    warn_txt = 'effective_irradiance inputs appear to be in suns'
+    with pytest.warns(RuntimeWarning, match=warn_txt):
+        pvsystem.sapm(effective_irradiance, temp_cell, sapm_module_params)
+
+
 def test_PVSystem_sapm(sapm_module_params, mocker):
     mocker.spy(pvsystem, 'sapm')
     system = pvsystem.PVSystem(module_parameters=sapm_module_params)
-    effective_irradiance = 0.5
+    effective_irradiance = 500
     temp_cell = 25
     out = system.sapm(effective_irradiance, temp_cell)
     pvsystem.sapm.assert_called_once_with(effective_irradiance, temp_cell,
@@ -295,33 +307,23 @@ def test_PVSystem_first_solar_spectral_loss(module_parameters, module_type,
 
 
 @pytest.mark.parametrize('test_input,expected', [
-    ([1000, 100, 5, 45, 1000], 1.1400510967821877),
+    ([1000, 100, 5, 45], 1140.0510967821877),
     ([np.array([np.nan, 1000, 1000]),
       np.array([100, np.nan, 100]),
       np.array([1.1, 1.1, 1.1]),
-      np.array([10, 10, 10]),
-      1000],
-     np.array([np.nan, np.nan, 1.081157])),
+      np.array([10, 10, 10])],
+     np.array([np.nan, np.nan, 1081.1574])),
     ([pd.Series([1000]), pd.Series([100]), pd.Series([1.1]),
-      pd.Series([10]), 1370],
-     pd.Series([0.789166]))
+      pd.Series([10])],
+     pd.Series([1081.1574]))
 ])
 def test_sapm_effective_irradiance(sapm_module_params, test_input, expected):
-
-    try:
-        kwargs = {'reference_irradiance': test_input[4]}
-        test_input = test_input[:-1]
-    except IndexError:
-        kwargs = {}
-
     test_input.append(sapm_module_params)
-
-    out = pvsystem.sapm_effective_irradiance(*test_input, **kwargs)
-
+    out = pvsystem.sapm_effective_irradiance(*test_input)
     if isinstance(test_input, pd.Series):
         assert_series_equal(out, expected, check_less_precise=4)
     else:
-        assert_allclose(out, expected, atol=1e-4)
+        assert_allclose(out, expected, atol=1e-1)
 
 
 def test_PVSystem_sapm_effective_irradiance(sapm_module_params, mocker):
@@ -332,15 +334,16 @@ def test_PVSystem_sapm_effective_irradiance(sapm_module_params, mocker):
     poa_diffuse = 100
     airmass_absolute = 1.5
     aoi = 0
-    reference_irradiance = 1000
-
+    p = (sapm_module_params['A4'], sapm_module_params['A3'],
+         sapm_module_params['A2'], sapm_module_params['A1'],
+         sapm_module_params['A0'])
+    f1 = np.polyval(p, airmass_absolute)
+    expected = f1 * (poa_direct + sapm_module_params['FD'] * poa_diffuse)
     out = system.sapm_effective_irradiance(
-        poa_direct, poa_diffuse, airmass_absolute,
-        aoi, reference_irradiance=reference_irradiance)
+        poa_direct, poa_diffuse, airmass_absolute, aoi)
     pvsystem.sapm_effective_irradiance.assert_called_once_with(
-        poa_direct, poa_diffuse, airmass_absolute, aoi, sapm_module_params,
-        reference_irradiance=reference_irradiance)
-    assert_allclose(out, 1, atol=0.1)
+        poa_direct, poa_diffuse, airmass_absolute, aoi, sapm_module_params)
+    assert_allclose(out, expected, atol=0.1)
 
 
 def test_PVSystem_sapm_celltemp(mocker):
@@ -1464,8 +1467,10 @@ def test_PVSystem_pvwatts_ac_kwargs(mocker):
 
 @fail_on_pvlib_version('0.8')
 def test_deprecated_08():
+    # deprecated function pvsystem.sapm_celltemp
     with pytest.warns(pvlibDeprecationWarning):
         pvsystem.sapm_celltemp(1000, 25, 1)
+    # deprecated function pvsystem.pvsyst_celltemp
     with pytest.warns(pvlibDeprecationWarning):
         pvsystem.pvsyst_celltemp(1000, 25)
     module_parameters = {'R_sh_ref': 1, 'a_ref': 1, 'I_o_ref': 1,