reticulate 1.2 (development)

Install the development version with: install_github("rstudio/reticulate")

  • Add np_array function for creating NumPy arrays and converting the data type, dimensions, and in-memory ordering of existing NumPy arrays.

  • Add dim and length functions for NumPy arrays

  • Add py_set_seed function for setting Python and NumPy random seeds.

  • Search in additional locations for Anaconda on Linux/Mac

  • Improved support for UTF-8 converstions (always use UTF-8 when converting from Python to R

  • Ignore private (“_" prefixed) attributes of dictionaries for .DollarNames

reticulate 1.1 (CRAN)

  • Allow dict() function to accept keys with mixed alpha/numeric characters

  • Use conda_list() to discover conda environments on Windows (slower but much more reliable than scanning the filesystem)

  • Add interface for registering F1 help handlers for Python modules

  • Provide virtual/conda env hint mechanism for delay loaded imports

reticulate 1.0

  • Search WORKON_HOME (used by virtualenv_wrapper) for Python environments

  • Support priority field for delay loaded modules.

  • Use json output from conda_list (handle spaces in path of conda env)

  • Look for callable before iterable when converting Python objects to R

  • Correct propagation of errors in R functions called from Python

  • Support for generators (creating Python iterators from R functions)

  • Changed default completed value for iter_next() to NULL (was NA)

  • Support for converting 16-bit floats (NPY_HALF) to R

  • Don’t throw error when probing Python <= 2.6

  • Copy Python dictionary before converting to R named list (fixes issue with dictionaries that are mutated during iteration, e.g. sys.modules)

  • Ensure that existing warning filters aren’t reset by py_suppress_warnings

reticulate 0.9

  • Detect older versions of Anaconda during registry scanning.

  • Don’t probe python versions on windows when no executable is found

  • Poll for interrupts every 500ms rather than 100ms

  • Provide sys.stdout and sys.stderr when they are None (e.g. in R GUI)

  • Add Scripts directory to PATH on Windows

  • Add iter_next function for element-by-element access to iterators

  • Eliminate special print method for iterators/generators

  • Added py_help() function for printing documentation on Python objects

  • Added conda_version() function.

  • Search dict() parent frames for symbols; only use symbols which inherit from python.builtin.object as keys.

reticulate 0.8

  • Add import_from_path() function for importing Python modules from the filesystem.

  • Add py_discover_config() function to determine which versions of Python will be discovered and which one will be used by reticulate.

  • Add py_function_docs() amd py_function_wrapper() utility functions for scaffolding R wrappers for Python functions.

  • Add py_last_error() function for retreiving last Python error.

  • Convert 0-dimension NumPy arrays (scalars) to single element R vectors

  • Convert “callable” Python objects to R functions

  • Automatically add Python bin directory to system PATH for consistent version usage in reticulate and calls to system

  • Added length() method for tuple objects

  • Enable specification of __name__ for R functions converted to Python functions.

  • Give priority to the first registered delay load module (previously the last registered module was given priority)

  • Add additional safety checks to detect use of NULL xptr objects (i.e. objects from a previous session). This should mean that S3 methods no longer need to check whether they are handling an xptr.

  • Added py_eval() function for evaluating simple Python statements.

  • Add local option to py_run_string() and py_run_file(). Modify behavior to return local execution dictionary (rather than a reference to the main module).

  • Use PyImport_Import rather than PyImport_ImportModule for import()

  • Added ability to customize mapping of Python classes to R classes via the as argument to import() and the register_class_filter() function

  • Added separate on_load and on_error functions for delay_load

  • Scan customary root directories for virtualenv installations

  • Allow calling __getitem__ via [[ operator (zero-based to match Python style indexing)

  • Added conda_* family of functions for using conda utilities from within R.

  • Implement comparison operators (e.g. ==, >=, etc.) for Python objects

  • Implement names() generic for Python objects

  • Improve performance for marshalling of large Python dictionaries and iterators that return large numbers of items.

  • Implement str methods for Python List, Dict, and Tuple (to prevent printing of very large collections via default str method)

  • Use grepl() rather than endsWith() for compatibility with R <= 3.2

  • Use inspect.getmro rather than __bases__ for enumerating the base classes of Python objects.

  • Fix PROTECT/UNPROTECT issue detected by CRAN

  • Correct converstion of strings with Unicode characters on Windows

  • Fix incompatibility with system-wide Python installations on Windows

  • Fix issue with Python dictionary keys that shared names with
    primitive R functions (don’t check environment inheritance chain when looking for dictionary key objects by name).

  • Propagate convert parameter for modules with delay_load

reticulate 0.7

  • Initial CRAN release