Installation Error multi_tensor_sgd_kernel.cpp1.ii
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Description
The installation command is pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./
The full log is as follows:
/home/zxm/anaconda3/lib/python3.7/site-packages/pip/internal/commands/install.py:283: UserWarning: Disabling all use of wheels due to the use of --build-options / --global-options / --install-options.
cmdoptions.check_install_build_global(options)
Created temporary directory: /tmp/pip-ephem-wheel-cache-p4vtlsv6
Created temporary directory: /tmp/pip-req-tracker-zuuadv7g
Created requirements tracker '/tmp/pip-req-tracker-zuuadv7g'
Created temporary directory: /tmp/pip-install-yw4by8oy
Processing /home/zxm/apex
Created temporary directory: /tmp/pip-req-build-qok5db0u
Added file:///home/zxm/apex to build tracker '/tmp/pip-req-tracker-zuuadv7g'
Running setup.py (path:/tmp/pip-req-build-qok5db0u/setup.py) egg_info for package from file:///home/zxm/apex
Running command python setup.py egg_info
torch.version = 1.3.0+cu92
running egg_info
creating /tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info
writing /tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/PKG-INFO
writing dependency_links to /tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/dependency_links.txt
writing top-level names to /tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/top_level.txt
writing manifest file '/tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/SOURCES.txt'
reading manifest file '/tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/SOURCES.txt'
writing manifest file '/tmp/pip-req-build-qok5db0u/pip-egg-info/apex.egg-info/SOURCES.txt'
/tmp/pip-req-build-qok5db0u/setup.py:43: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Source in /tmp/pip-req-build-qok5db0u has version 0.1, which satisfies requirement apex==0.1 from file:///home/zxm/apex
Removed apex==0.1 from file:///home/zxm/apex from build tracker '/tmp/pip-req-tracker-zuuadv7g'
Skipping wheel build for apex, due to binaries being disabled for it.
Installing collected packages: apex
Created temporary directory: /tmp/pip-record-moss9qo
Running command /home/zxm/anaconda3/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"'; file='"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' --cpp_ext --cuda_ext install --record /tmp/pip-record-moss9qo_/install-record.txt --single-version-externally-managed --compile
torch.version = 1.3.0+cu92
/tmp/pip-req-build-qok5db0u/setup.py:43: UserWarning: Option --pyprof not specified. Not installing PyProf dependencies!
warnings.warn("Option --pyprof not specified. Not installing PyProf dependencies!")
Compiling cuda extensions with
nvcc: NVIDIA (R) Cuda compiler driver
Copyright (c) 2005-2018 NVIDIA Corporation
Built on Tue_Jun_12_23:07:04_CDT_2018
Cuda compilation tools, release 9.2, V9.2.148
from /usr/local/cuda-9.2/bin
running install
running build
running build_py
creating build
creating build/lib.linux-x86_64-3.7
creating build/lib.linux-x86_64-3.7/apex
copying apex/__init__.py -> build/lib.linux-x86_64-3.7/apex
creating build/lib.linux-x86_64-3.7/apex/reparameterization
copying apex/reparameterization/weight_norm.py -> build/lib.linux-x86_64-3.7/apex/reparameterization
copying apex/reparameterization/reparameterization.py -> build/lib.linux-x86_64-3.7/apex/reparameterization
copying apex/reparameterization/__init__.py -> build/lib.linux-x86_64-3.7/apex/reparameterization
creating build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/optimized_sync_batchnorm_kernel.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/sync_batchnorm_kernel.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/__init__.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/optimized_sync_batchnorm.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/LARC.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/multiproc.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/distributed.py -> build/lib.linux-x86_64-3.7/apex/parallel
copying apex/parallel/sync_batchnorm.py -> build/lib.linux-x86_64-3.7/apex/parallel
creating build/lib.linux-x86_64-3.7/apex/RNN
copying apex/RNN/models.py -> build/lib.linux-x86_64-3.7/apex/RNN
copying apex/RNN/cells.py -> build/lib.linux-x86_64-3.7/apex/RNN
copying apex/RNN/RNNBackend.py -> build/lib.linux-x86_64-3.7/apex/RNN
copying apex/RNN/__init__.py -> build/lib.linux-x86_64-3.7/apex/RNN
creating build/lib.linux-x86_64-3.7/apex/multi_tensor_apply
copying apex/multi_tensor_apply/__init__.py -> build/lib.linux-x86_64-3.7/apex/multi_tensor_apply
copying apex/multi_tensor_apply/multi_tensor_apply.py -> build/lib.linux-x86_64-3.7/apex/multi_tensor_apply
creating build/lib.linux-x86_64-3.7/apex/normalization
copying apex/normalization/fused_layer_norm.py -> build/lib.linux-x86_64-3.7/apex/normalization
copying apex/normalization/__init__.py -> build/lib.linux-x86_64-3.7/apex/normalization
creating build/lib.linux-x86_64-3.7/apex/pyprof
copying apex/pyprof/__init__.py -> build/lib.linux-x86_64-3.7/apex/pyprof
creating build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/_initialize.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/compat.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/handle.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/_amp_state.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/utils.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/amp.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/wrap.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/opt.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/rnn_compat.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/__init__.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/frontend.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/_process_optimizer.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/__version__.py -> build/lib.linux-x86_64-3.7/apex/amp
copying apex/amp/scaler.py -> build/lib.linux-x86_64-3.7/apex/amp
creating build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_sgd.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_lamb.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/__init__.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_adam.py -> build/lib.linux-x86_64-3.7/apex/optimizers
copying apex/optimizers/fused_novograd.py -> build/lib.linux-x86_64-3.7/apex/optimizers
creating build/lib.linux-x86_64-3.7/apex/fp16_utils
copying apex/fp16_utils/fp16_optimizer.py -> build/lib.linux-x86_64-3.7/apex/fp16_utils
copying apex/fp16_utils/__init__.py -> build/lib.linux-x86_64-3.7/apex/fp16_utils
copying apex/fp16_utils/loss_scaler.py -> build/lib.linux-x86_64-3.7/apex/fp16_utils
copying apex/fp16_utils/fp16util.py -> build/lib.linux-x86_64-3.7/apex/fp16_utils
creating build/lib.linux-x86_64-3.7/apex/contrib
copying apex/contrib/__init__.py -> build/lib.linux-x86_64-3.7/apex/contrib
creating build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/nvvp.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/kernel.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/__main__.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/db.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/__init__.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
copying apex/pyprof/parse/parse.py -> build/lib.linux-x86_64-3.7/apex/pyprof/parse
creating build/lib.linux-x86_64-3.7/apex/pyprof/nvtx
copying apex/pyprof/nvtx/nvmarker.py -> build/lib.linux-x86_64-3.7/apex/pyprof/nvtx
copying apex/pyprof/nvtx/__init__.py -> build/lib.linux-x86_64-3.7/apex/pyprof/nvtx
creating build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/reduction.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/base.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/optim.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/__main__.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/output.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/softmax.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/normalization.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/usage.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/index_slice_join_mutate.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/misc.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/prof.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/blas.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/linear.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/pooling.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/activation.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/embedding.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/loss.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/__init__.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/data.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/utility.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/conv.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/recurrentCell.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/convert.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/randomSample.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/pointwise.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
copying apex/pyprof/prof/dropout.py -> build/lib.linux-x86_64-3.7/apex/pyprof/prof
creating build/lib.linux-x86_64-3.7/apex/amp/lists
copying apex/amp/lists/tensor_overrides.py -> build/lib.linux-x86_64-3.7/apex/amp/lists
copying apex/amp/lists/torch_overrides.py -> build/lib.linux-x86_64-3.7/apex/amp/lists
copying apex/amp/lists/__init__.py -> build/lib.linux-x86_64-3.7/apex/amp/lists
copying apex/amp/lists/functional_overrides.py -> build/lib.linux-x86_64-3.7/apex/amp/lists
creating build/lib.linux-x86_64-3.7/apex/contrib/groupbn
copying apex/contrib/groupbn/batch_norm.py -> build/lib.linux-x86_64-3.7/apex/contrib/groupbn
copying apex/contrib/groupbn/__init__.py -> build/lib.linux-x86_64-3.7/apex/contrib/groupbn
creating build/lib.linux-x86_64-3.7/apex/contrib/xentropy
copying apex/contrib/xentropy/softmax_xentropy.py -> build/lib.linux-x86_64-3.7/apex/contrib/xentropy
copying apex/contrib/xentropy/__init__.py -> build/lib.linux-x86_64-3.7/apex/contrib/xentropy
creating build/lib.linux-x86_64-3.7/apex/contrib/optimizers
copying apex/contrib/optimizers/fp16_optimizer.py -> build/lib.linux-x86_64-3.7/apex/contrib/optimizers
copying apex/contrib/optimizers/__init__.py -> build/lib.linux-x86_64-3.7/apex/contrib/optimizers
copying apex/contrib/optimizers/fused_adam.py -> build/lib.linux-x86_64-3.7/apex/contrib/optimizers
running build_ext
building 'apex_C' extension
creating build/temp.linux-x86_64-3.7
creating build/temp.linux-x86_64-3.7/csrc
gcc -pthread -B /home/zxm/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/TH -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/THC -I/home/zxm/anaconda3/include/python3.7m -c csrc/flatten_unflatten.cpp -o build/temp.linux-x86_64-3.7/csrc/flatten_unflatten.o -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=apex_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++11
cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
g++ -pthread -shared -B /home/zxm/anaconda3/compiler_compat -L/home/zxm/anaconda3/lib -Wl,-rpath=/home/zxm/anaconda3/lib -Wl,--no-as-needed -Wl,--sysroot=/ build/temp.linux-x86_64-3.7/csrc/flatten_unflatten.o -o build/lib.linux-x86_64-3.7/apex_C.cpython-37m-x86_64-linux-gnu.so
building 'amp_C' extension
gcc -pthread -B /home/zxm/anaconda3/compiler_compat -Wl,--sysroot=/ -Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -fPIC -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/TH -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-9.2/include -I/home/zxm/anaconda3/include/python3.7m -c csrc/amp_C_frontend.cpp -o build/temp.linux-x86_64-3.7/csrc/amp_C_frontend.o -O3 -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=amp_C -D_GLIBCXX_USE_CXX11_ABI=0 -std=c++11
cc1plus: warning: command line option ‘-Wstrict-prototypes’ is valid for C/ObjC but not for C++
/usr/local/cuda-9.2/bin/nvcc -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/TH -I/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/THC -I/usr/local/cuda-9.2/include -I/home/zxm/anaconda3/include/python3.7m -c csrc/multi_tensor_sgd_kernel.cu -o build/temp.linux-x86_64-3.7/csrc/multi_tensor_sgd_kernel.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options '-fPIC' -lineinfo -O3 --use_fast_math -DVERSION_GE_1_1 -DVERSION_GE_1_3 -DTORCH_API_INCLUDE_EXTENSION_H -DTORCH_EXTENSION_NAME=amp_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_61,code=sm_61 -std=c++11
/usr/local/cuda-9.2/include/crt/common_functions.h(73): error: explicit type is missing ("int" assumed)
/usr/local/cuda-9.2/include/crt/common_functions.h(73): error: attribute "__host__" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(73): error: attribute "cudart_builtin" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(73): error: expected a ";"
/usr/local/cuda-9.2/include/crt/common_functions.h(77): warning: parsing restarts here after previous syntax error
/usr/local/cuda-9.2/include/crt/common_functions.h(129): error: explicit type is missing ("int" assumed)
/usr/local/cuda-9.2/include/crt/common_functions.h(135): error: attribute "__host__" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(135): error: attribute "cudart_builtin" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(135): error: expected a ";"
/usr/local/cuda-9.2/include/crt/common_functions.h(139): error: explicit type is missing ("int" assumed)
/usr/local/cuda-9.2/include/crt/common_functions.h(139): error: attribute "__host__" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(139): error: attribute "cudart_builtin" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(139): error: expected a ";"
/usr/local/cuda-9.2/include/crt/common_functions.h(139): warning: parsing restarts here after previous syntax error
/usr/local/cuda-9.2/include/crt/common_functions.h(140): error: explicit type is missing ("int" assumed)
/usr/local/cuda-9.2/include/crt/common_functions.h(140): error: attribute "__host__" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(140): error: attribute "cudart_builtin" does not apply here
/usr/local/cuda-9.2/include/crt/common_functions.h(140): error: expected a ";"
/usr/local/cuda-9.2/include/crt/common_functions.h(140): warning: parsing restarts here after previous syntax error
/home/zxm/anaconda3/lib/python3.7/site-packages/torch/include/c10/core/TensorTypeSet.h(44): warning: integer conversion resulted in a change of sign
16 errors detected in the compilation of "/tmp/tmpxft_00003a4f_00000000-6_multi_tensor_sgd_kernel.cpp1.ii".
error: command '/usr/local/cuda-9.2/bin/nvcc' failed with exit status 1
Running setup.py install for apex ... error
Cleaning up...
Removing source in /tmp/pip-req-build-qok5db0u
Removed build tracker '/tmp/pip-req-tracker-zuuadv7g'
ERROR: Command errored out with exit status 1: /home/zxm/anaconda3/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"'; file='"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' --cpp_ext --cuda_ext install --record /tmp/pip-record-moss9qo_/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
Exception information:
Traceback (most recent call last):
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/cli/base_command.py", line 153, in _main
status = self.run(options, args)
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/commands/install.py", line 455, in run
use_user_site=options.use_user_site,
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/req/init.py", line 62, in install_given_reqs
**kwargs
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/req/req_install.py", line 888, in install
cwd=self.unpacked_source_directory,
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/utils/subprocess.py", line 275, in runner
spinner=spinner,
File "/home/zxm/anaconda3/lib/python3.7/site-packages/pip/_internal/utils/subprocess.py", line 242, in call_subprocess
raise InstallationError(exc_msg)
pip.internal.exceptions.InstallationError: Command errored out with exit status 1: /home/zxm/anaconda3/bin/python -u -c 'import sys, setuptools, tokenize; sys.argv[0] = '"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"'; file='"'"'/tmp/pip-req-build-qok5db0u/setup.py'"'"';f=getattr(tokenize, '"'"'open'"'"', open)(file);code=f.read().replace('"'"'\r\n'"'"', '"'"'\n'"'"');f.close();exec(compile(code, file, '"'"'exec'"'"'))' --cpp_ext --cuda_ext install --record /tmp/pip-record-moss9qo/install-record.txt --single-version-externally-managed --compile Check the logs for full command output.
Contributor guide
No contributing guide indexed for this repository
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the reported pip command and inspect setup.py, which is the build entry point shown in the log. Trace the compilation failure involving multi_tensor_sgd_kernel.cpp1.ii and compare the installed Python, PyTorch, and CUDA versions shown in the report. Done means the documented installation command completes successfully without the reported error.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, python
- Domain
- build-system
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100