v0.9.20

PythonCall v0.9.20

Diff since v0.9.19

Changes:

• The IPython extension is now automatically loaded upon import if IPython is detected.
• JuliaCall now compatible with Julia 1.10.3.
• Minimum supported Python version is now 3.8.

Merged pull requests:

• Unittest IPython extension + Automatic loading (#478) (@MilesCranmer)
• fix issue 487 (#488) (@cjdoris)

Closed issues:

• numpy functions don't treat Any[...] arrays like Python lists (#486)
• display broken for parametric structs with show referencing the struct parameters (#487)
• use existing julia install (#489)
• Python: TypeError: Object of type DictValue is not JSON serializable (#491)
• Error in calling display(array) (#495)

v0.9.19

PythonCall v0.9.19

Diff since v0.9.18

Changes:

• Bug fixes.

v0.9.18

PythonCall v0.9.18

Diff since v0.9.17

Changes:

• Bug fixes.

Merged pull requests:

• Hot fix for #479 (#480) (@lassepe)

Closed issues:

• @pyexec broken: ERROR: LoadError: UndefVarError: MacroTools not defined (#479)

v0.9.17

PythonCall v0.9.17

Diff since v0.9.16

Changes:

• Bug fixes.

v0.9.16

PythonCall v0.9.16

Diff since v0.9.15

Changes:

• Big internal refactor.
• New unexported functions: python_executable_path, python_library_path, python_library_handle and python_version.
• Py is now treated as a scalar when broadcasting.
• PyArray is now serializable.
• Removed compatibility with Julia 1.10.1 and 1.10.2 (to be fixed in 1.10.3 and 1.11.0) due to an upstream bug.
• Bug fixes.

Merged pull requests:

• Refactor (#360) (@cjdoris)
• refactor tests to match refactored modules (#412) (@cjdoris)
• make PythonCall.GC more like Base.GC (#413) (@cjdoris)
• Fix table display in docs (#438) (@gdalle)
• Remove M1/M2 part from FAQ (#444) (@MilesCranmer)
• Update juliacall.md (#446) (@MilesCranmer)
• Fix around logo (#449) (@hyrodium)
• Add an example for tname for custom Python-to-Julia conversion rule (#450) (@cuihantao)
• Allow multi-block expressions in seval (#452) (@MilesCranmer)
• Update faq.md with example on running JuliaCall inside Blender (#456) (@cdsousa)
• skip docs cleanup when nothing to clean (#465) (@cjdoris)
• Ensure error message shows for missing libpython (#471) (@goretkin)

Closed issues:

• move to JuliaPy org? (#150)
• why do boolean comparisons with Py object return Py object? (#294)
• Bus error with multithreading linear algebra (#298)
• CondaPkg opt out doesn't work (#301)
• Roadmap to v1 (#311)
• conda-forge feedstock? (#378)
• Inconsistent broadcasting behavior of Py arrays (#392)
• Passing functions to Julia as global variables is buggy (#394)
• make PythonCall.GC more like Base.GC (#409)
• Rename internal modules to be nicer (#415)
• Export python interpreter info (#419)
• Migrate to Python 3.12, require it (#421)
• Create conda pkg for juliacall at conda-forge (#425)
• How to reinterpret a PyArray without copying data? (#429)
• Main.seval can't parse multiple toplevel blocks (#433)
• Development version of juliacall starts the Julia REPL (#447)
• Using development version of package opens Julia REPL (#451)
• TypeError: cannot pickle 'PyCapsule' object (#454)
• Unable to find DLLs on Windows using PythonCall with Python3.8+ (#457)
• numpy arrays cannot be serialized when used in pmap context (#459)
• IPython extension fails on Julia 1.6.7 (#460)
• Segmentation fault on import juliacall in a CI job (#472)

v0.9.15

PythonCall v0.9.15

Diff since v0.9.14

Merged pull requests:

• Fix pyconvert cache update bugs by clearing the whole cache after any rule is added (#365) (@LilithHafner)
• Update Documenter -> v1 (#372) (@pedromxavier)
• allow python and libstdcxx-ng to be installed from channels other than conda-forge (#374) (@cjdoris)
• Strip whitespace before parsing in seval (#380) (@LilithHafner)
• Add warning and hint when loading torch before juliacall (#385) (@LilithHafner)
• Actually throw an error that was constructed but not thrown (#386) (@LilithHafner)

Closed issues:

• maintaining bidirectional transformation equality when automatically converting (semantically) immutable data (#193)
• Importing JuliaCall interferes with Ctrl + C behavior in Python console (#223)
• import juliacall loads the startup.jl (#317)
• Support for Multi-Threading with PythonCall? (#330)
• pyconvert_add_rule() ignored if cache has been populated (#336)
• precompilation error when using module with PythonCall.jl in another module (#337)
• Segfaults when printing strings that have python values (#342)
• Could not resolve environment using julia 1.10-beta1 (#348)
• Raising python errors from Julia functions (#357)
• Codecov not being submitted (#358)
• Upgrade to Documenter v1 (#359)
• Google search for documentation gives 404 error. (#362)
• pyconvert rule caching is buggy (#364)
• [small nit]: gh repo link to docs is broken (#371)
• Main.seval fails to strip whitespace and therefore throws when it shouldn't. (#379)
• Better error message on pyexec(Main, "1+1") (#383)

v0.9.14

PythonCall v0.9.14

Diff since v0.9.13

Closed issues:

• How to access Python variables from %%Julia in ipython? (#278)
• Python: AttributeError: module 'PIL' has no attribute 'PngImagePlugin' (#292)
• Doesn't work with -O3 (#299)
• When using pandas dataframes, comparing a series with a value does not return a series (#302)
• PythonCall - Not all in-scope variables available with callback (#312)
• Using pyenv breaks PythonCall (#318)
• Use "native" types when possible (#319)
• jl.pytruth(np.bool_(False)) == true (#321)
• Cannot create Pandas Dataframe from Julia Dataframe (#322)
• Truthiness of Julia callables in Python (#323)
• asyncio.run() causes crashes (#324)
• Segfaulting Threaded code (#325)
• Undesirable Conversion of Unicode Keyword Arguments (#329)

Merged pull requests:

• Jlvaluetruth (#327) (@cjdoris)
• print caught exceptions when (de)serializing (#332) (@glennmoy)
• allow user to configure opt_handle_signals (#333) (@brian-dellabetta)
• ensure functions don't throw (#344) (@cjdoris)
• docs (#345) (@cjdoris)
• don't run nightly tests in ci (#346) (@cjdoris)

v0.9.13

PythonCall v0.9.13

Diff since v0.9.12

Closed issues:

• Errors when Python using juliacall and jl.evalfile to call a Julia package that then uses PythonCall (#235)
• PythonCall not playing nicely with pyinstaller (#248)
• Drop matplotlib support? (#251)
• Error when importing matplotlib and JuliaCall from Python (#255)
• Segfault on first install (#257)
• Extremely slow output of julia arrays in Python with juliacall (#263)
• Hang in IPython when loading extension (#268)
• Is PythonCall.jl thread safe? (#274)
• overload in(x, o::Py) to call o.__contains__(x) (#279)
• Add error hint when a numpy array is expected? (#280)
• Unable to precompile when importing a locally defined module (#281)
• PythonCall test works but not using PythonCall on Windows (#284)
• [juliacall] how to call Julia function with ! exclamation in name? (#285)
• JuliaCall (#297)

Merged pull requests:

• Add docs for issue #255 (#269) (@dingraha)
• Add link in faq.md to instructions to run Julia within Blender (#288) (@cdsousa)
• Correct two typos (#304) (@goggle)

v0.9.12

PythonCall v0.9.12

Diff since v0.9.11

Closed issues:

• PythonCall With Jax: Fast inference w/ numpy but does not work with jax.grad need jax.numpy, which is slow, for gradient (#272)

v0.9.11

PythonCall v0.9.11

Diff since v0.9.10

Closed issues:

• unable to install package datasets (#247)
• Importing python modules failed from the specified python (#252)
• best way to send DataFrame back to Python (#253)
• isvalid error with PythonCall.Utils.StaticString (#254)
• How to run cell containing Python script (within Pluto) (#258)

Merged pull requests:

• tests for StaticString (#256) (@CarloLucibello)
• Fix typos in README and docs (#260) (@pitmonticone)
• Fix typos in docstring and error message (#261) (@pitmonticone)