dss-python 0.10.0

OpenDSS bindings and tools based on the DSS C-API project

DSS Python: Unofficial bindings for EPRI's OpenDSS

Python bindings and misc tools for using OpenDSS (EPRI Distribution System Simulator). Based on CFFI and DSS C-API, aiming for full COM compatibility on Windows, Linux and MacOS.

If you are looking for the custom OpenDSS C-API library, see DSS C-API.

Version 0.10.0, based on OpenDSS revision 2395. While we plan to add a lot more funcionality into DSS Python, the main goal of creating a COM-compatible API has been reached.

This module mimics the COM structure (as exposed via win32com or comtypes), effectively enabling multi-platform compatibility at Python level. Most of the COM documentation can be used as-is, but instead of returning tuples or lists, this modules returns/accepts NumPy arrays for numeric data exchange.

The module depends on CFFI, NumPy and, optionally, SciPy.Sparse for reading the sparse system admittance matrix.

If you are not bound to the COM API and its quirks, you might be insterested in OpenDSSDirect.py. OpenDSSDirect.py exposes a more Pythonic API and contains extra utilities. Thanks to @kdheepak, OpenDSSDirect.py v0.3+ uses DSS Python's backend -- this means you can use both modules at once. For example, if you have old code using the official COM objects, you could quickly switch to DSS Python with very few code changes, and then use opendssdirect.utils to generate some DataFrames.

Recent changes

• 2018-11-17 / version 0.10.0: Lots of changes, fixes and new features. Check the new changelog document for a list.
• 2018-08-12 / version 0.9.8: Reorganize modules (v7 and v8), adds 8 missing methods and new backend methods for OpenDSSDirect.py v0.3+. Integrates many fixes from DSS_CAPI and the upstream OpenDSS.
• 2018-04-30 / version 0.9.7: Fix some of the setters that used array data.
• 2018-04-05 / version 0.9.6: Adds missing ActiveCircuit.CktElements[index] (or ...CktElements(index)) and ActiveCircuit.Buses[index] (or ...Buses(index)).
• 2018-03-07 / version 0.9.4: Allows using len on several classes, fixes DSSProperty, and includes COM helpstrings as docstrings. Contains changes up to OpenDSS revision 2152.
• 2018-02-16 / version 0.9.3: Integrates COM interface fixes from revision 2136 (First Next iteration on some elements)
• 2018-02-12 / version 0.9.2: Experimental support for OpenDSS-PM (at the moment, a custom patch is provided for FreePascal support) and port COM interface fixes (OpenDSS revision 2134)
• 2018-02-08 / version 0.9.1: First public release (OpenDSS revision 2123)

Missing features and limitations

Most limitations are inherited from dss_capi, i.e., these are not implemented:

• DSSEvents from DLL/ImplEvents.pas: seems too dependent on COM.
• DSSProgress from DLL/ImplDSSProgress.pas: would need a reimplementation depending on the target UI (GUI, text, headless, etc.).

In general, the DLL from dss_capi provides more features than both the official Direct DLL and the COM object.

Extra features

Besides most of the COM methods, some of the unique DDLL methods are also exposed in adapted forms, namely the methods from DYMatrix.pas, especially GetCompressedYMatrix (check the source files for more information).

Since no GUI components are used in the FreePascal DLL, we are experimenting with different ways of handling OpenDSS errors. Currently, the DSS.Text.Command call checks for OpenDSS errors (through the DSS.Error interface) and converts those to Python exceptions. Ideally every error should be converted to Python exceptions, but that could negatively impact performance. You can manually trigger an error check by calling the function CheckForError() from the main module.

Installing

On all major platforms, you can install directly from pip:

pip install dss_python

Or, if you're using the Anaconda distribution, you can use:

conda install -c pmeira dss_python

Binary wheels are provided for all major platforms (Windows, Linux and MacOS) and many combinations of Python versions (2.7, 3.4 to 3.7). If you have issues with a specific version, please open an issue about it. Conda packages support at least Python 2.7, 3.5, 3.6 and 3.7.

After a successful installation, you can then import the dss module from your Python interpreter.

Building

Get this repository:

    git clone https://github.com/PMeira/dss_python.git

Assuming you successfully built or downloaded the DSS C-API DLLs (check its repository for instructions), keep the folder organization as follows:

dss_capi/
dss_python/
electricdss-src/

Open a command prompt in the dss_python subfolder and run the build process:

python setup.py build
python setup.py install

If you are familiar with conda-build, there is a complete recipe to build DSS C-API, KLUSolve and DSS Python in the conda subfolder.

Example usage

If you were using win32com in code like:

import win32com.client 
dss_engine = win32com.client.Dispatch("OpenDSSEngine.DSS")

or comtypes:

import comtypes.client
dss_engine = comtypes.client.CreateObject("OpenDSSEngine.DSS")

you can replace that fragment with:

import dss
dss.use_com_compat()
dss_engine = dss.DSS

Assuming you have a DSS script named master.dss, you should be able to run it as shown below:

import dss
dss.use_com_compat()
dss_engine = dss.DSS

dss_engine.Text.Command = "compile c:/dss_files/master.dss"
dss_engine.ActiveCircuit.Solution.Solve()
voltages = dss_engine.ActiveCircuit.AllBusVolts

for i in range(len(voltages) // 2):
    print('node %d: %f + j%f' % (i, voltages[2*i], voltages[2*i + 1]))

If you do not need the mixed-cased handling, omit the call to use_com_compat() and use the casing used in this project, which should make most of the COM instance conventions.

If you want to play with the experimental OpenDSS-PM interface (from OpenDSS v8), it is installed side-by-side and you can import it as:

import dss.v8
dss_engine = dss.v8.DSS

Although it is experimental, most of its funcionality is working. Depending on your use-case, the parallel interface can be an easy way of better using your machine resources. Otherwise, you can always use general distributed computing resources via Python.

Testing

Since the DLL is built using the Free Pascal compiler, which is not officially supported by EPRI, the results are validated running sample networks provided in the official OpenDSS distribution. The only modifications are done directly by the script, removing interactive features and some other minor issues.

The validation scripts is tests/validation.py and requires the same folder structure as the building process. You need win32com to run it.

Currently, at least the following sample files from the official OpenDSS repository are used:

    Distrib/EPRITestCircuits/ckt5/Master_ckt5.dss
    Distrib/EPRITestCircuits/ckt7/Master_ckt7.dss
    Distrib/EPRITestCircuits/ckt24/Master_ckt24.dss
    Distrib/IEEETestCases/8500-Node/Master-unbal.dss
    Distrib/IEEETestCases/IEEE 30 Bus/Master.dss
    Distrib/IEEETestCases/NEVTestCase/NEVMASTER.DSS
    Distrib/IEEETestCases/37Bus/ieee37.dss
    Distrib/IEEETestCases/4Bus-DY-Bal/4Bus-DY-Bal.DSS
    Distrib/IEEETestCases/4Bus-GrdYD-Bal/4Bus-GrdYD-Bal.DSS
    Distrib/IEEETestCases/4Bus-OYOD-Bal/4Bus-OYOD-Bal.DSS
    Distrib/IEEETestCases/4Bus-OYOD-UnBal/4Bus-OYOD-UnBal.DSS
    Distrib/IEEETestCases/4Bus-YD-Bal/4Bus-YD-Bal.DSS
    Distrib/IEEETestCases/4Bus-YY-Bal/4Bus-YY-Bal.DSS
    Distrib/IEEETestCases/123Bus/IEEE123Master.dss
    Distrib/IEEETestCases/123Bus/SolarRamp.DSS
    Distrib/IEEETestCases/13Bus/IEEE13Nodeckt.dss
    Test/IEEE13_LineSpacing.dss
    Test/IEEE13_LineGeometry.dss
    Test/IEEE13_LineAndCableSpacing.dss
    Test/IEEE13_Assets.dss
    Test/CableParameters.dss
    Test/Cable_constants.DSS
    Test/BundleDemo.DSS
    Test/IEEE13_SpacingGeometry.dss
    Test/TextTsCable750MCM.dss
    Test/TestDDRegulator.dss
    Test/XYCurvetest.dss
    Test/PVSystemTestHarm.dss
    Test/TestAuto.dss
    Test/Stevenson.dss
    Test/YgD-Test.dss 
    Test/Master_TestCapInterface.DSS  
    Test/LoadTest.DSS
    Test/IEEELineGeometry.dss
    Test/ODRegTest.dss
    Test/MultiCircuitTest.DSS
    Test/TriplexLineCodeCalc.DSS
    Test/PVSystemTest-Duty.dss
    Test/PVSystemTest.dss 
    Test/REACTORTest.DSS

On Windows 10, remember to set the compatibility layer to Windows 7 (set the environment variable __COMPAT_LAYER=WIN7RTM), otherwise you may encounter issues with COM due to ASLR on Python 3.6+.

There is no full validation on Linux yet since we cannot run the COM module there. There is an ongoing effort on pickling the data on Windows and loading on Linux for comparison (for the full test suite, it results in 8+GB of data and can be time-consuming).

Roadmap

Besides bug fixes, the main funcionality of this library is mostly done. Notable desirable features that may be implemented are:

• More and better documentation
• Plotting and reports integrated in Python

Questions?

If you have any question, feel free to open a ticket on GitHub, or contact directly me through email (pmeira at ieee.org) or Twitter. Please allow me a few days to respond.

Credits / Acknowlegement

DSS Python is based on EPRI's OpenDSS via the dss_capi project, check its licensing information.

This project is licensed under the (new) BSD, available in the LICENSE file. It's the same license OpenDSS uses (OPENDSS_LICENSE). OpenDSS itself uses KLUSolve and SuiteSparse, licensed under the GNU LGPL 2.1.

I thank my colleagues at the University of Campinas, Brazil, for providing feedback and helping me test this module.