v0.9.24

PythonCall v0.9.24

Diff since v0.9.23

Merged pull requests:

• Switch to pyproject.toml (#545) (@MilesCranmer)
• fix: patch changed behavior of setproperty! for modules (#583) (@MilesCranmer)
• PyList: fix pushfirst! for Julia 1.11, by adding prepend! (#588) (@hhaensel)

Closed issues:

• Segmentation fault when juliacall is imported before torch (#435)
• pyconvert_add_rule must be executed before using pyimport in __init__() (#500)
• juliacall 0.9.22 can result in hanging precompilation (#537)
• Segmentation Fault in combination with Distributed (#548)
• Segfault with package, but not with identical module (#554)
• OpenSSL library collision with external python on linux systems (#561)
• How to debug openssl could not resolve for environment spec inside a package? (#562)
• no method matching project_rel_path(::Pkg.Types.EnvCache, ::Nothing) on 1.10.5 (#564)
• General registry segfault (#569)
• Broken on Python 3.13.0 (#581)
• Julia 1.11 prevents assigning objects to Main (#582)

v0.9.23

PythonCall v0.9.23

Diff since v0.9.22

Merged pull requests:

• Update GIL.jl lock's documentation (possible mistake?) (#538) (@camilodlt)
• fix PyNULL typo (#544) (@ericphanson)

Closed issues:

• Dropping GIL when calling Julia from Python (JuliaCall) (#343)
• V0.9.22 bug: error in running finalizer: UndefVarError(var=:PYNULL) (#543)

v0.9.22

PythonCall v0.9.22

Diff since v0.9.21

Merged pull requests:

• Require a compatible openssl version (#523) (@lassepe)
• More thread-safe GC (#529) (@cjdoris)
• simplify GIL handling (#530) (@cjdoris)
• GIL functions for genuine multi-threading (#535) (@cjdoris)

Closed issues:

• Libraries loaded via _jll packages are visible inside PythonCall environment. (#519)

v0.9.21

PythonCall v0.9.21

Diff since v0.9.20

Merged pull requests:

• making it possible to use another package instead of pickle for serialization (e.g. dill) (#494) (@schlichtanders)
• Timedelta conversion (#499) (@cjdoris)
• pyjl (#512) (@cjdoris)
• call jl_atexit_hook when atexit (#516) (@dpinol)
• check for null in multimedia show functions (#526) (@cjdoris)
• Julia formatter (#528) (@cjdoris)

Closed issues:

• single Jl type for Julia values (#404)
• support "dill" for serialization and deserialization (#424)
• Not working with julia version 1.10.1 on linux systems (#464)
• datetime.timedelta conversions fail in juliacall (#498)
• np.bool_ does not convert to julia Bool (#502)
• data-type specific Julia scalars with JuliaCall (#504)
• OSError on Apple M2 Chip (#508)
• finalizer may never be called (#515)
• seg fault from pynew() in vs code REPL (#522)

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)