Limit poisson schedule with a stop time using the same semantics as the regular schedule.
closes #1617

* Add Python version of brunel.cpp example.
* Enforce consistency in units: both C++ and Python APIs use unit `kHz` for all frequencies.
* Align Python version `poisson_schedule` signature with C++ equivalent.
* Update unit tests to suit API changes.
* Update documentation to suit, along with minor additions related to networks and interconnectivity.
* Add `brunel.py` to `basic.yml` tests

* Fix pybind11 issues.

* Retract suspicious fix.

* Address comments.

Major changes in Python library and documentation:

* Add global state (immutable after initialization) for the Python module that
  manages the mapping between probe metadata types and the method by which the
  corresponding [sample data can be collected and presented as Python objects.
  This is necessary for decoupling the implementation of the simulation wrapper
  from that of the various cable cell probe types.

* Wrap each of the C++ cable cell probe types with a Python function that
  returns a `probe_info` object.

* Add code for converting and accumulating C++ probe metadata and sample
  data, registered in the module global state against the metadata type info.

* Make the `arbor.simulator` object responsible for recording all spike and
  sample data, with corresponding new methods.

* Use NumPy arrays and structured datatypes for returning spike and
  sample data.

* Place Python schedule proxies under an abstract interface so that consumers
  of the proxies can be made generic over schedule types.

* Add unit tests for the `arbor.simulator` class and its new functionality,
  including distributed spike collection.

* Rework all Python API documentation concerning probes, sampling, and spike
  recording; add information on newly exposed cable cell probe addresses.

* Add new python example `single_cell_recipe.py` which is a generic recipe
  version of `single_cell_model.py`.

* Adjust other code in the wrapper and examples to accommodate these changes.

Minor changes in Python library:

* Add equality tests for `arbor.location` and `arbor.cable` Python classes.

* Use the `py::` namespace shorthand more often in the Python wrapping sources.

* Add an implicit conversion for a pair of numbers to `arbor.cell_member`, so
  that e.g. probe ids can be specified simply as `(gid, index)`.

* Add an implicit conversion from a tuple to `arbor.mpoint` so that a
  morphological point can be specified simply as `(x, y, z, radius)`.

* Modify the interface to `arbor.regular_schedule` so that the overloads
  correspond more closely to the C++ API. In particular,
  `arbor.regular_schedule(dt)` now describes a schedule with times 0, dt, 2*dt,
  etc.

Minor changes in C++ library:

* Change test in FVM lowered cell implementation and exception message for
  `bad_source_description`: assert number of detectors is exactly the number
  of sources promised by the recipe.

* Add comment describing `probe_metadata` object in `sampling.hpp` which
  asserts that the type and value of probe-specific metadata completely
  determines the correct interpretation of sampled data provided to a callback.

* Substitute `std::optional<T>` for `arb::util::optional<T>` for non-reference types T.
* Remove reference-deducing `util::value_by_key`; replace usages with new function `util::ptr_by_key`.
* Add some missing header includes that were required but included only transitively.
* Remove `operator<<` overload for optional in python/strprintf.hpp; replace with utility wrapper class that catches `std::optional<T>`.
* Wrap some `std::optional` values with `to_string` in ostream output in python lib.

Fixes #1154.

akuesters authored 5 years ago and Benjamin Cumming committed 5 years ago

* add interface for Python users to query schedule event times
* add schedule event tests and assertions
* add schedule events to doc

akuesters authored 5 years ago and Benjamin Cumming committed 5 years ago

Domain decomposition in python wrapper
* functions: `partition_load_balance`
*  types: `group_description` and `domain_decomposition`

Also includes
* remove comment that `gid` in a `group_description` must be sorted.
* a host of small clean ups of python wrapper

Fixes #761