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Hi! I encountered an issue while trying to install pydensecrf. The error message is as follows:
pip install pydensecrf Collecting pydensecrf Using cached pydensecrf-1.0rc3.tar.gz (1.0 MB) Preparing metadata (setup.py) ... error error: subprocess-exited-with-error × python setup.py egg_info did not run successfully. │ exit code: 1 ╰─> [296 lines of output] /path/to/anaconda3/envs/env_name/lib/python3.10/site-packages/Cython/Compiler/Main.py:381: FutureWarning: Cython directive 'language_level' not set, using '3str' for now (Py3). This has changed from earlier releases! File: /tmp/pip-install-tempdir/pydensecrf_unique_id/pydensecrf/densecrf.pxd tree = Parsing.p_module(s, pxd, full_module_name) Error compiling Cython file: ------------------------------------------------------------ ... cdef cppclass PottsCompatibility(LabelCompatibility): PottsCompatibility(float) except + cdef cppclass DiagonalCompatibility(LabelCompatibility): DiagonalCompatibility(const c_VectorXf&) except + ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:12:36: 'c_VectorXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... cdef cppclass DiagonalCompatibility(LabelCompatibility): DiagonalCompatibility(const c_VectorXf&) except + cdef cppclass MatrixCompatibility(LabelCompatibility): MatrixCompatibility(const c_MatrixXf&) except + ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:15:34: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... cdef extern from "densecrf/include/unary.h": cdef cppclass UnaryEnergy: pass cdef cppclass ConstUnaryEnergy(UnaryEnergy): ConstUnaryEnergy(const c_MatrixXf& unary) except + ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:23:31: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... cdef cppclass ConstUnaryEnergy(UnaryEnergy): ConstUnaryEnergy(const c_MatrixXf& unary) except + cdef cppclass LogisticUnaryEnergy(UnaryEnergy): LogisticUnaryEnergy(const c_MatrixXf& L, const c_MatrixXf& feature) except + ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:26:34: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... cdef cppclass ConstUnaryEnergy(UnaryEnergy): ConstUnaryEnergy(const c_MatrixXf& unary) except + cdef cppclass LogisticUnaryEnergy(UnaryEnergy): LogisticUnaryEnergy(const c_MatrixXf& L, const c_MatrixXf& feature) except + ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:26:55: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... c_DenseCRF(int N, int M) except + # Setup methods. # TODO #void addPairwiseEnergy(PairwisePotential *potential) void addPairwiseEnergy(const c_MatrixXf &features, LabelCompatibility*, KernelType, NormalizationType) ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:54:37: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # Setup methods. # TODO #void addPairwiseEnergy(PairwisePotential *potential) void addPairwiseEnergy(const c_MatrixXf &features, LabelCompatibility*, KernelType, NormalizationType) void setUnaryEnergy(UnaryEnergy *unary) void setUnaryEnergy(const c_MatrixXf &unary) ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:56:34: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # TODO #void addPairwiseEnergy(PairwisePotential *potential) void addPairwiseEnergy(const c_MatrixXf &features, LabelCompatibility*, KernelType, NormalizationType) void setUnaryEnergy(UnaryEnergy *unary) void setUnaryEnergy(const c_MatrixXf &unary) void setUnaryEnergy(const c_MatrixXf &L, const c_MatrixXf &feature) ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:57:34: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # TODO #void addPairwiseEnergy(PairwisePotential *potential) void addPairwiseEnergy(const c_MatrixXf &features, LabelCompatibility*, KernelType, NormalizationType) void setUnaryEnergy(UnaryEnergy *unary) void setUnaryEnergy(const c_MatrixXf &unary) void setUnaryEnergy(const c_MatrixXf &L, const c_MatrixXf &feature) ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:57:55: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... void setUnaryEnergy(UnaryEnergy *unary) void setUnaryEnergy(const c_MatrixXf &unary) void setUnaryEnergy(const c_MatrixXf &L, const c_MatrixXf &feature) # Inference methods. c_MatrixXf inference(int n_iterations) ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:60:8: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... c_MatrixXf inference(int n_iterations) # TODO: Not enabled because it would require wrapping VectorXs (note the `s`) #c_VectorXs map(int n_iterations) # Step-by-step inference methods. c_MatrixXf startInference() const ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:65:8: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # TODO: Not enabled because it would require wrapping VectorXs (note the `s`) #c_VectorXs map(int n_iterations) # Step-by-step inference methods. c_MatrixXf startInference() const void stepInference(c_MatrixXf &Q, c_MatrixXf &tmp1, c_MatrixXf &tmp2) const ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:66:27: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # TODO: Not enabled because it would require wrapping VectorXs (note the `s`) #c_VectorXs map(int n_iterations) # Step-by-step inference methods. c_MatrixXf startInference() const void stepInference(c_MatrixXf &Q, c_MatrixXf &tmp1, c_MatrixXf &tmp2) const ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:66:42: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # TODO: Not enabled because it would require wrapping VectorXs (note the `s`) #c_VectorXs map(int n_iterations) # Step-by-step inference methods. c_MatrixXf startInference() const void stepInference(c_MatrixXf &Q, c_MatrixXf &tmp1, c_MatrixXf &tmp2) const ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:66:60: 'c_MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... # Step-by-step inference methods. c_MatrixXf startInference() const void stepInference(c_MatrixXf &Q, c_MatrixXf &tmp1, c_MatrixXf &tmp2) const #double gradient( int n_iterations, const ObjectiveFunction & objective, c_VectorXf * unary_grad, c_VectorXf * lbl_cmp_grad, c_VectorXf * kernel_grad=NULL ) const; double klDivergence(const c_MatrixXf &Q) const ^ ------------------------------------------------------------ pydensecrf/densecrf.pxd:69:34: 'c_MatrixXf' is not a type identifier warning: pydensecrf/densecrf.pyx:20:4: Unreachable code Error compiling Cython file: ------------------------------------------------------------ ... return eigen.MatrixXf().wrap(self._this.inference(niter)) def startInference(self): return eigen.MatrixXf().wrap(self._this.startInference()), eigen.MatrixXf(), eigen.MatrixXf() def stepInference(self, MatrixXf Q, MatrixXf tmp1, MatrixXf tmp2): ^ ------------------------------------------------------------ pydensecrf/densecrf.pyx:97:28: 'MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... return eigen.MatrixXf().wrap(self._this.inference(niter)) def startInference(self): return eigen.MatrixXf().wrap(self._this.startInference()), eigen.MatrixXf(), eigen.MatrixXf() def stepInference(self, MatrixXf Q, MatrixXf tmp1, MatrixXf tmp2): ^ ------------------------------------------------------------ pydensecrf/densecrf.pyx:97:40: 'MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... return eigen.MatrixXf().wrap(self._this.inference(niter)) def startInference(self): return eigen.MatrixXf().wrap(self._this.startInference()), eigen.MatrixXf(), eigen.MatrixXf() def stepInference(self, MatrixXf Q, MatrixXf tmp1, MatrixXf tmp2): ^ ------------------------------------------------------------ pydensecrf/densecrf.pyx:97:55: 'MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... return eigen.MatrixXf().wrap(self._this.startInference()), eigen.MatrixXf(), eigen.MatrixXf() def stepInference(self, MatrixXf Q, MatrixXf tmp1, MatrixXf tmp2): self._this.stepInference(Q.m, tmp1.m, tmp2.m) def klDivergence(self, MatrixXf Q): ^ ------------------------------------------------------------ pydensecrf/densecrf.pyx:100:27: 'MatrixXf' is not a type identifier Error compiling Cython file: ------------------------------------------------------------ ... raise ValueError("Bad shape for pairwise energy (Need (?, {}), got {})".format(self._nvar, (features.shape[0], features.shape[1]))) self._this.addPairwiseEnergy(eigen.c_matrixXf(features), _labelcomp(compat), kernel, normalization) def setUnary(self, Unary u): self._this.setUnaryEnergy(u.move()) ^ ------------------------------------------------------------ pydensecrf/densecrf.pyx:78:33: ambiguous overloaded method Traceback (most recent call last): File "<string>", line 2, in <module> File "<pip-setuptools-caller>", line 34, in <module> File "/tmp/pip-install-tempdir/pydensecrf_unique_id/setup.py", line 13, in <module> ext_modules = cythonize(['pydensecrf/eigen.pyx', 'pydensecrf/densecrf.pyx']) File "/path/to/anaconda3/envs/env_name/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1154, in cythonize cythonize_one(*args) File "/path/to/anaconda3/envs/env_name/lib/python3.10/site-packages/Cython/Build/Dependencies.py", line 1321, in cythonize_one raise CompileError(None, pyx_file) Cython.Compiler.Errors.CompileError: pydensecrf/densecrf.pyx Compiling pydensecrf/eigen.pyx because it changed. Compiling pydensecrf/densecrf.pyx because it changed. [1/2] Cythonizing pydensecrf/densecrf.pyx [end of output] note: This error originates from a subprocess, and is likely not a problem with pip. error: metadata-generation-failed × Encountered error while generating package metadata. ╰─> See above for output. note: This is an issue with the package mentioned above, not pip. hint: See above for details.
I am running this in a Conda virtual environment on Ubuntu 22.04. Some additional environment details are as follows:
conda==24.1.2 python==3.10 pip==24.0 Cython==3.0.10 eigen== 0.1.1
Do you have any ideas on this problem?
The text was updated successfully, but these errors were encountered:
I had same issue, this worked for me: pip install git+https://github.com/lucasb-eyer/pydensecrf.git
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Hi!
I encountered an issue while trying to install pydensecrf. The error message is as follows:
I am running this in a Conda virtual environment on Ubuntu 22.04. Some additional environment details are as follows:
Do you have any ideas on this problem?
The text was updated successfully, but these errors were encountered: