OpenDSS bindings based on the DSS C-API project
Project description
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_capi, aiming for full COM compatibility on Windows and Linux.
If you are looking for the C API library, see `dss_capi <http://github.com/PMeira/dss_capi/>`__.
Version 0.9.3, based on OpenDSS revision 2136. This is a work-in-progress but it’s deemed stable enough to be made public. Note that, while the interface with OpenDSS is stable (classic version), the OpenDSS-PM (actor-based parallel machine version) interface was integrated recently and is experimental.
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.
This module depends on CFFI, NumPy and, optionally, SciPy.Sparse for reading the sparse system admittance matrix.
Recent changes
2018-02-08 / version 0.9.1: First public release (OpenDSS revision 2123)
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)
2018-02-16 / version 0.9.3: Integrate COM interface fixes from revision 2136 (First Next iteration on some elements)
Missing features and limitations
Most limitations are inherited from dss_capi, i.e.:
Only the 64-bit version of OpenDSS is built. A 32-bit version should be possible with a few changes.
Currently 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.)
Although tests were successful on openSuse 42.3 (both CPython 3.6 and PyPy3.5 v5.10.1), Linux binaries are not yet available. For the time being, you need to build them yourself.
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 Windows (64-bit Python 2.7 and 3.6), you can install directly from pip:
pip install dss_python
If successful, 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_capi (check its repository for instructions), keep the folder organization as follows:
dss_capi/ dss_python/ electricdss/
Open a command prompt in the dss_python subfolder and run the build process:
python setup.py build python setup.py install
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, you can omit the call to use_com_compat() and use the casing used in this project.
If you want to play with the experimental OpenDSS-PM interface, it is installed side-by-side and you can import it as:
import dss.pm dss.pm.use_com_compat() dss_engine = dss.pm.DSS
Testing
Since the DLL is built using FreePascal, 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 minor 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, 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 validation on Linux yet, since we cannnot run the COM module there. The most likely solution will be to pickle the data on Windows and load them on Linux.
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, including the integration of the help strings from the IDL/COM definition files.
Create wheels for Linux distributions, maybe using the Anaconda stack.
Create a more “Pythonic” API. This would break compatibility with COM, but may result in a more pleasant environment for using OpenDSS in Python.
Questions?
If you have any question, feel free to open a ticket on Github or contact me through Twitter. Please allow me a few days to respond.
Credits / Acknowlegement
dss_python is based on EPRI’s OpenDSS via the `dss_capi <http://github.com/PMeira/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).
I thank my colleagues at the University of Campinas, Brazil, for providing feedback and helping me test this module.
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