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mosaik 2.1.3

Mosaik is a flexible Smart-Grid co-simulation framework.

Latest Version: 2.3.0

Mosaik

Mosaik is a simulation compositor for Smart Grid simulations.

It lets you re-use existing simulators and couple them to simulate large-scale Smart Grid scenarios. Mosaik offers powerful mechanisms to specify and compose these scenarios.

Example

A simple demo scenario with mosaik:

>>> import mosaik
>>>
>>> sim_config = {
...     'ExampleSim': {'python': 'example_sim.mosaik:ExampleSim'},
... }
>>>
>>> def create_scenario(world):
...     exsim1 = world.start('ExampleSim')
...     exsim2 = world.start('ExampleSim')
...
...     a = [exsim1.A(init_val=0) for i in range(3)]
...     b = exsim2.B.create(2, init_val=0)
...
...     for i, j in zip(a, b):
...         world.connect(i, j, ('val_out', 'val_in'))
>>>
>>> world = mosaik.World(sim_config)
>>> create_scenario(world)
>>> world.run(until=2)
Progress: 25.00%
Progress: 50.00%
Progress: 75.00%
Progress: 100.00%

Installation

Mosaik requires Python >= 3.3. Use pip to install it, preferably into a virtualenv:

$ pip install mosaik

Documentation, Source code and issues

The documentation is available at https://mosaik.readthedocs.org.

Please report bugs and ideas for improvment to our issue tracker.

Changelog

2.1.3 – 2015-04-17

  • [CHANGE] Improvments of the process of stopping simulators after a simulation
  • [CHANGE] The required version of simpy and simpy.io are updated to solve a problem in executing the Demo scenario
  • [FIX] Some minor bugs

2.1.2 – 2014-10-29

  • [FIX] World.shutdown() now checks if the socket still exists before attempting to close it.
  • [FIX] Fixed a bug that made the last extra method of a simulator shadow all previous ones.

2.1.1 – 2014-10-28

  • [NEW] World.run() now prints a warning if you forget to connect a simulator’s entities.
  • [FIX] Fixed some problems with the data-flow cache.

2.1 – 2014-10-24

  • [NEW] Mosaik can now perform real-time simulations. Before, this functionality needed to be implemented by simulators. Now it’s just World.run(until=x, rt_factor=y), where rt_factor defines the simulation speed relative to the wall-clock time (issue #24).
  • [NEW] Simulators can now expose extra methods via their API that can be called from a mosaik scenario. This allows you to, e.g., store static data in a data base. These extra API methods need to be specified in the simulator’s meta data (issue #26).
  • [NEW] util.connect_many_to_one() helper function.
  • [NEW] More and better documentation:
    • Tutorial for integrating simulators, control strategies and for creating scenarios.
    • Sim API description
    • Scenario API description
    • Sim Manager documentation
    • Scheduler documentation
    • Discussion of design decisions
    • Logo, colors, CI
  • [NEW] Added util.sync_call() which eases calling proxied methods of a simulator synchronously.
  • [CHANGE] The rel attribute in the entity description returned by create() is now optional.
  • [CHANGE] Moved proxied methods from SimProxy to SimProxy.proxy in order to avoid potential name clashes with other attributes.
  • [CHANGE] Check a simulator’s models and extra API methods for potential name clashes with the built-in API methods.
  • [CHANGE] The argument execution_graph of World was renamed to debug. The execution graph now also stores the time after a simulation step (in addition to the time before the step).
  • [FIX] issue #22: The asynchronous requests get_data() and set_data() now check if the async_requests flag was set in World.connect().
  • [FIX] issue #23: finalize() is now called for in-process Python simulators.
  • [FIX] issue #27: Dramatically improved simulation performance (30 times as fast in some cases) if simulators use different step sizes (e.g. 1 minute and 1 hour) by improving some internal data structures.

2.0 – 2014-09-22

  • Mosaik 2 is a complete rewrite of mosaik 1 in order to improve its maintainability and flexibility.
  • Removed features:
    • The mosl DSL (including Eclipse xtext and Java) are now gone. Mosaik now only uses Python.
    • Mosaik now longer has executables but is now used as a library.
    • The platform manager is gone.
    • The database is now a separate package, see mosaik-hdf5.
    • The old web UI is gone.
  • Mosaik now consists of four core components with the following feature sets:
    • mosaik Sim API
      • The API has bean cleaned up and simplified.
      • Simulators and control strategies share the same API.
      • There are only four calls from mosaik to a simulator: init, create, step and get_data.
      • Simulators / processes can make asynchronous requests to mosaik during a step: get_progress, get_related_entities, get_data, set_data.
      • ZeroMQ with JSON is replaced by plain network sockets with JSON.
    • Scenarios:
      • Pure Python is now used to describe scenarios. This offers you more flexibility to create complex scenarios.
      • Scenario creation simplified: Start a simulator to get a model factory. Use the factory to create model instances (entities). Connect entities. Run simulation.
      • Connection rules are are no based on a primitive connect function that only connects two entities with each other. On top of that, any connection strategy can be implemented.
    • Simulation Manager:
      • Simulators written in Python 3 can be executed in process.
      • Simulators can be started as external processes.
      • Mosaik can connect to an already running instance of a simulator. This can be used as a replacement for the now gone platform manager.
    • Simulation execution:
      • The simulation is now event-based. No schedule and no synchronization points need to be computed.
      • Simulators can have different and varying step sizes.
  • Mosaik ecosystem:
You can find information about older versions on the history page

Authors

The original concepts for mosaik were developed by Steffen Schütte and Stefan Scherfke.

The author of mosaik version 2 is Stefan Scherfke.

Okko Nannen and Florian Schlögl joined the team in May / July 2014.

 
File Type Py Version Uploaded on Size
mosaik-2.1.3-py2.py3-none-any.whl (md5) Python Wheel py2.py3 2015-04-16 26KB
mosaik-2.1.3.tar.gz (md5) Source 2015-04-16 3MB