thinc
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Published
20 hours ago •
explosion
explosion
Wrong blis version on Termux
When installing spacy on Termux, the dependencies chain kept failing with your thinc.
When looking closer :
...
Collecting blis<0.8.0,>=0.7.8 (from thinc<8.3.0,>=8.2.2)
Downloading blis-0.7.11.tar.gz (2.9 MB)
━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 2.9/2.9 MB 667.4 kB/s eta 0:00:00
Installing build dependencies ... done
Getting requirements to build wheel ... done
Installing backend dependencies ... done
Preparing metadata (pyproject.toml) ... done
Requirement already satisfied: murmurhash<1.1.0,>=1.0.2 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (1.0.10)
Requirement already satisfied: cymem<2.1.0,>=2.0.2 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (2.0.8)
Requirement already satisfied: preshed<3.1.0,>=3.0.2 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (3.0.9)
Requirement already satisfied: wasabi<1.2.0,>=0.8.1 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (1.1.2)
Requirement already satisfied: srsly<3.0.0,>=2.4.0 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (2.4.8)
Requirement already satisfied: catalogue<2.1.0,>=2.0.4 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (2.0.10)
Requirement already satisfied: confection<1.0.0,>=0.0.1 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (0.1.4)
Requirement already satisfied: setuptools in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (69.1.0)
Requirement already satisfied: pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (2.6.1)
Requirement already satisfied: packaging>=20.0 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (24.0)
Requirement already satisfied: numpy>=1.19.0 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from thinc<8.3.0,>=8.2.2) (1.26.4)
Requirement already satisfied: annotated-types>=0.4.0 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->thinc<8.3.0,>=8.2.2) (0.5.0)
Requirement already satisfied: pydantic-core==2.16.2 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->thinc<8.3.0,>=8.2.2) (2.16.2)
Requirement already satisfied: typing-extensions>=4.6.1 in /data/data/com.termux/files/usr/lib/python3.11/site-packages (from pydantic!=1.8,!=1.8.1,<3.0.0,>=1.7.4->thinc<8.3.0,>=8.2.2) (4.10.0)
Building wheels for collected packages: blis
Building wheel for blis (pyproject.toml) ... error
error: subprocess-exited-with-error
× Building wheel for blis (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [107 lines of output]
...
File "/data/data/com.termux/files/usr/tmp/pip-build-env-e04p2970/overlay/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 91, in run
_build_ext.run(self)
File "/data/data/com.termux/files/usr/tmp/pip-build-env-e04p2970/overlay/lib/python3.11/site-packages/Cython/Distutils/old_build_ext.py", line 186, in run
_build_ext.build_ext.run(self)
File "/data/data/com.termux/files/usr/tmp/pip-build-env-e04p2970/overlay/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 345, in run
self.build_extensions()
File "<string>", line 104, in build_extensions
File "<string>", line 232, in compile_objects
File "<string>", line 247, in build_object
File "/data/data/com.termux/files/usr/lib/python3.11/subprocess.py", line 413, in check_call
raise CalledProcessError(retcode, cmd)
subprocess.CalledProcessError: Command '['clang', '-c', '/data/data/com.termux/files/usr/tmp/pip-install-y8rnef8j/blis_711203a8e9a447a2b9dcb45ec3fd79d7/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c', '-o', '/data/data/com.termux/files/usr/tmp/tmp741d3zs7/bli_gemm_armv8a_asm_d6x8.o', '-O3', '-ftree-vectorize', '-mtune=cortex-a57', '-march=armv8-a+fp+simd', '-mcpu=cortex-a57', '-fPIC', '-std=c99', '-D_GNU_SOURCE', '-D_POSIX_C_SOURCE=200112L', '-DBLIS_VERSION_STRING="0.7.0"', '-DBLIS_IS_BUILDING_LIBRARY', '-Iinclude/linux-cortexa57', '-I./frame/3/', '-I./frame/ind/ukernels/', '-I./frame/3/', '-I./frame/1m/', '-I./frame/1f/', '-I./frame/1/', '-I./frame/include', '-I/data/data/com.termux/files/usr/tmp/pip-install-y8rnef8j/blis_711203a8e9a447a2b9dcb45ec3fd79d7/blis/_src/include/linux-cortexa57']' returned non-zero exit status 1.
[end of output]
i realzed that it is because of the too strict version of blis in your requirements.
This blis installs "natively" in Termux:
~/downloads/spaCy $ pip show blis
Name: blis
Version: 0.9.1
Summary: The Blis BLAS-like linear algebra library, as a self-contained C-extension.
Home-page: https://github.com/explosion/cython-blis
Author: Explosion
Author-email: [email protected]
License: BSD
Location: /data/data/com.termux/files/usr/lib/python3.11/site-packages
Requires: numpy
Required-by: thinc
~/downloads/spaCy $
Advice: be less restrictive in these.
Ref.
/downloads/spaCy $ termux-info
Termux Variables: TERMUX_API_VERSION=0.50.1 TERMUX_APK_RELEASE=F_DROID TERMUX_APP_PACKAGE_MANAGER=apt TERMUX_APP_PID=19453 TERMUX_IS_DEBUGGABLE_BUILD=0 TERMUX_MAIN_PACKAGE_FORMAT=debian TERMUX_VERSION=0.118.0 TERMUX__USER_ID=0 Packages CPU architecture: aarch64 Subscribed repositories:
sources.list
deb https://mirror.sunred.org/termux/termux-main stable main
sources.list.d/x11.list
deb https://mirror.sunred.org/termux/termux-x11 x11 main
sources.list.d/tur.list
deb https://tur.kcubeterm.com tur-packages tur tur-on-device tur-continuous
sources.list.d/root.list
deb https://mirror.sunred.org/termux/termux-root root stable
sources.list.d/pointless.list
deb https://its-pointless.github.io/files/21 termux extras Updatable packages: All packages up to date termux-tools version: 1.41.2 Android version: 11 Kernel build information: Linux localhost 4.14.186+ #1 SMP PREEMPT Thu Mar 17 16:28:22 CST 2022 aarch64 Android Device manufacturer: realme Device model: RMX3085 LD Variables: LD_LIBRARY_PATH= LD_PRELOAD=/data/data/com.termux/files/usr/lib/libtermux-exec.so Installed termux plugins: com.termux.api versionCode:51 com.termux.x11 versionCode:14 com.termux.boot versionCode:7 com.termux.widget versionCode:13
i realzed that it is because of the too strict version of blis in your requirements.
blis is intentionally pinned to an older version because blis 0.9.x has known issues leading to segmentation faults in some kernels. I am a bit surprised however that pip does not install a binary wheel, since we do have an aarch64 wheel for Python 3.11:
https://pypi.org/project/blis/0.7.11/#files
Upon a forced reinstall, I have had a deja vu, so looked up my own solution. ;).
This is what happens IRL, same Termux:
~/downloads/fixed $ pip show blis Name: blis Version: 0.9.1 Summary: The Blis BLAS-like linear algebra library, as a self-contained C-extension.Home-page: https://github.com/explosion/cython-blis Author: Explosion Author-email: [email protected] License: BSD-3-Clause Location: /data/data/com.termux/files/usr/lib/python3.11/site-packages Requires: numpy Required-by: ~/downloads/fixed $
But:
pip install -U -v --force-reinstall thinc
causes:
Collecting blis<0.8.0,>=0.7.8 Using cached blis-0.7.11.tar.gz (2.9 MB) Installing build dependencies: started Running command pip subprocess to install build dependencies Using pip 24.1 from /data/data/com.termux/files/usr/lib/python3.11/site-packages/pip (python 3.11) Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cpu, https://download.pytorch.org/whl/cpu, https://download.pytorch.org/whl/cpu Ignoring numpy: markers 'python_version < "3.9"' don't match your environment Collecting setuptools Obtaining dependency information for setuptools from https://files.pythonhosted.org/packages/55/b3/b3a3415d2debd837106ed417f8681d8af63037fed367fa1b85dbfef081f1/setuptools-70.1.0-py3-none-any.whl.metadata Using cached setuptools-70.1.0-py3-none-any.whl.metadata (6.0 kB) Collecting cython<3.0,>=0.25 Obtaining dependency information for cython<3.0,>=0.25 from https://files.pythonhosted.org/packages/7e/26/9d8de10005fedb1eceabe713348d43bae1dbab1786042ca0751a2e2b0f8c/Cython-0.29.37-py2.py3-none-any.whl.metadata Using cached Cython-0.29.37-py2.py3-none-any.whl.metadata (3.1 kB) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/3a/be/650f9c091ef71cb01d735775d554e068752d3ff63d7943b26316dc401749/numpy-1.21.2.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/5f/d6/ad58ded26556eaeaa8c971e08b6466f17c4ac4d786cd3d800e26ce59cc01/numpy-1.21.3.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/fb/48/b0708ebd7718a8933f0d3937513ef8ef2f4f04529f1f66ca86d873043921/numpy-1.21.4.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/c2/a8/a924a09492bdfee8c2ec3094d0a13f2799800b4fdc9c890738aeeb12c72e/numpy-1.21.5.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/45/b7/de7b8e67f2232c26af57c205aaad29fe17754f793404f59c8a730c7a191a/numpy-1.21.6.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Collecting numpy>=1.25.0 Using cached numpy-2.0.0-cp311-cp311-linux_aarch64.whl Using cached setuptools-70.1.0-py3-none-any.whl (882 kB) Using cached Cython-0.29.37-py2.py3-none-any.whl (989 kB) Installing collected packages: setuptools, numpy, cython Creating /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin changing mode of /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin/f2py to 755 changing mode of /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin/numpy-config to 755 changing mode of /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin/cygdb to 755 changing mode of /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin/cython to 755 changing mode of /data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/bin/cythonize to 755
...
Successfully installed cython-0.29.37 numpy-2.0.0 setuptools-70.1.0 Installing build dependencies: finished with status 'done' Getting requirements to build wheel: started Running command Getting requirements to build wheel WARNING: linker: Warning: "/data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/lib/python3.11/site-packages/numpy/_core/_multiarray_umath.cpython-311.so" unused DT entry: unknown processor-specific (type 0x70000005 arg 0x0) (ignoring) BLIS_COMPILER? None Compiling blis/cy.pyx because it changed. Compiling blis/py.pyx because it changed. [1/2] Cythonizing blis/cy.pyx [2/2] Cythonizing blis/py.pyx Getting requirements to build wheel: finished with status 'done' Preparing metadata (pyproject.toml): started Running command Preparing metadata (pyproject.toml) WARNING: linker: Warning: "/data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/lib/python3.11/site-packages/numpy/_core/_multiarray_umath.cpython-311.so" unused DT entry: unknown processor-specific (type 0x70000005 arg 0x0) (ignoring) BLIS_COMPILER? None running dist_info creating /data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info writing /data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/PKG-INFO writing dependency_links to /data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/dependency_links.txt writing requirements to /data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/requires.txt writing top-level names to /data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/top_level.txt writing manifest file '/data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/SOURCES.txt' reading manifest file '/data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/SOURCES.txt' reading manifest template 'MANIFEST.in' adding license file 'LICENSE' writing manifest file '/data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis.egg-info/SOURCES.txt' creating '/data/data/com.termux/files/usr/tmp/pip-modern-metadata-xfmz8ixv/blis-0.7.11.dist-info' Preparing metadata (pyproject.toml): finished with status 'done' Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/3a/be/650f9c091ef71cb01d735775d554e068752d3ff63d7943b26316dc401749/numpy-1.21.2.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/5f/d6/ad58ded26556eaeaa8c971e08b6466f17c4ac4d786cd3d800e26ce59cc01/numpy-1.21.3.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/fb/48/b0708ebd7718a8933f0d3937513ef8ef2f4f04529f1f66ca86d873043921/numpy-1.21.4.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/c2/a8/a924a09492bdfee8c2ec3094d0a13f2799800b4fdc9c890738aeeb12c72e/numpy-1.21.5.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Link requires a different Python (3.11.9 not in: '>=3.7,<3.11'): https://files.pythonhosted.org/packages/45/b7/de7b8e67f2232c26af57c205aaad29fe17754f793404f59c8a730c7a191a/numpy-1.21.6.zip (from https://pypi.org/simple/numpy/) (requires-python:>=3.7,<3.11) Collecting numpy>=1.25.0 Using cached numpy-2.0.0-cp311-cp311-linux_aarch64.whl Using cached setuptools-70.1.0-py3-none-any.whl (882 kB) Using cached Cython-0.29.37-py2.py3-none-any.whl (989 kB) Building wheels for collected packages: blis Building wheel for blis (pyproject.toml): started Running command Building wheel for blis (pyproject.toml) WARNING: linker: Warning: "/data/data/com.termux/files/usr/tmp/pip-build-env-w1uh8rkm/overlay/lib/python3.11/site-packages/numpy/_core/_multiarray_umath.cpython-311.so" unused DT entry: unknown processor-specific (type 0x70000005 arg 0x0) (ignoring) BLIS_COMPILER? None running bdist_wheel running build running build_py creating build creating build/lib.linux-aarch64-cpython-311 creating build/lib.linux-aarch64-cpython-311/blis copying blis/__init__.py -> build/lib.linux-aarch64-cpython-311/blis copying blis/about.py -> build/lib.linux-aarch64-cpython-311/blis copying blis/benchmark.py -> build/lib.linux-aarch64-cpython-311/blis creating build/lib.linux-aarch64-cpython-311/blis/tests copying blis/tests/__init__.py -> build/lib.linux-aarch64-cpython-311/blis/tests copying blis/tests/common.py -> build/lib.linux-aarch64-cpython-311/blis/tests copying blis/tests/test_dotv.py -> build/lib.linux-aarch64-cpython-311/blis/tests copying blis/tests/test_gemm.py -> build/lib.linux-aarch64-cpython-311/blis/tests copying blis/cy.pyx -> build/lib.linux-aarch64-cpython-311/blis copying blis/py.pyx -> build/lib.linux-aarch64-cpython-311/blis copying blis/__init__.pxd -> build/lib.linux-aarch64-cpython-311/blis copying blis/cy.pxd -> build/lib.linux-aarch64-cpython-311/blis running build_ext /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available 78 | " \n\t" | ^ /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available 1132 | " \n\t" | ^ /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:1132:1: error: inline assembly requires more registers than available /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: warning: inline asm clobber list contains reserved registers: X18 [-Winline-asm] 78 | " \n\t" | ^ /data/data/com.termux/files/usr/tmp/pip-install-d8i3xmmi/blis_7abe770116444d0ea6cf69cb2be98ce4/blis/_src/kernels/armv8a/3/bli_gemm_armv8a_asm_d6x8.c:78:1: note: Reserved registers on the clobber list may not be preserved across the asm statement, and clobbering them may lead to undefined behaviour. 1 warning and 14 errors generated. Build options linux unix
...
Root cause the same as above. One needs to git clone yours and tinker with the blis versions. (It works fine with the newest here.)
Successfully installed annotated-types-0.7.0 blis-0.9.1 catalogue-2.0.10 confection-0.1.5 cymem-2.0.8 murmurhash-1.0.10 numpy-2.0.0 packaging-24.1 preshed-3.0.9 pydantic-2.7.4 pydantic-core-2.18.4 setuptools-70.1.0 srsly-2.4.8 thinc-9.0.0 typing-extensions-4.12.2 wasabi-1.1.3 ~/downloads/thinc $ uname -a Linux localhost 4.14.186+ #1 SMP PREEMPT Thu Mar 17 16:28:22 CST 2022 aarch64 Android ~/downloads/thinc $
A quick aide-memoire:
sed -i 's/blis>=0.7.8,<0.8.0/blis>=0.7.8/g' requirements.txt setup.cfg pyproject.toml
grep "blis>=" *
pip install -U -v --force-reinstall .
