diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_cholesky_solve_helper_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_cholesky_solve_helper_native.h new file mode 100644 index 0000000000000000000000000000000000000000..d45342b5bbfe21329d04445f02e225d1688b2313 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_cholesky_solve_helper_native.h @@ -0,0 +1,23 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor & _cholesky_solve_helper_out(const at::Tensor & self, const at::Tensor & A, bool upper, at::Tensor & out); +TORCH_API at::Tensor _cholesky_solve_helper_cpu(const at::Tensor & self, const at::Tensor & A, bool upper); +TORCH_API at::Tensor _cholesky_solve_helper_cuda(const at::Tensor & self, const at::Tensor & A, bool upper); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_copy.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_copy.h new file mode 100644 index 0000000000000000000000000000000000000000..d89394b9201f532aca43e433c423109de523e096 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_copy.h @@ -0,0 +1,44 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::_foreach_copy_(Tensor(a!)[] self, Tensor[] src, bool non_blocking=False) -> () +inline void _foreach_copy_(at::TensorList self, at::TensorList src, bool non_blocking=false) { + return at::_ops::_foreach_copy_::call(self, src, non_blocking); +} + +// aten::_foreach_copy.out(Tensor[] self, Tensor[] src, bool non_blocking=False, *, Tensor(a!)[] out) -> () +inline void _foreach_copy_out(at::TensorList out, at::TensorList self, at::TensorList src, bool non_blocking=false) { + return at::_ops::_foreach_copy_out::call(self, src, non_blocking, out); +} +// aten::_foreach_copy.out(Tensor[] self, Tensor[] src, bool non_blocking=False, *, Tensor(a!)[] out) -> () +inline void _foreach_copy_outf(at::TensorList self, at::TensorList src, bool non_blocking, at::TensorList out) { + return at::_ops::_foreach_copy_out::call(self, src, non_blocking, out); +} + +// aten::_foreach_copy(Tensor[] self, Tensor[] src, bool non_blocking=False) -> Tensor[] self_out +inline ::std::vector _foreach_copy(at::TensorList self, at::TensorList src, bool non_blocking=false) { + return at::_ops::_foreach_copy::call(self, src, non_blocking); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_maximum_compositeexplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_maximum_compositeexplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..e27be01a482bd58a3613e075d20526380df8a175 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_maximum_compositeexplicitautograd_dispatch.h @@ -0,0 +1,28 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeexplicitautograd { + +TORCH_API void _foreach_maximum_out(at::TensorList out, at::TensorList self, const at::Scalar & scalar); +TORCH_API void _foreach_maximum_outf(at::TensorList self, const at::Scalar & scalar, at::TensorList out); +TORCH_API void _foreach_maximum_out(at::TensorList out, at::TensorList self, at::TensorList other); +TORCH_API void _foreach_maximum_outf(at::TensorList self, at::TensorList other, at::TensorList out); +TORCH_API void _foreach_maximum_out(at::TensorList out, at::TensorList self, at::ArrayRef scalars); +TORCH_API void _foreach_maximum_outf(at::TensorList self, at::ArrayRef scalars, at::TensorList out); + +} // namespace compositeexplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_sign.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_sign.h new file mode 100644 index 0000000000000000000000000000000000000000..f0e80beec5ecdf764b870cbb74a7bb2f5ae312f3 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_foreach_sign.h @@ -0,0 +1,44 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::_foreach_sign(Tensor[] self) -> Tensor[] +inline ::std::vector _foreach_sign(at::TensorList self) { + return at::_ops::_foreach_sign::call(self); +} + +// aten::_foreach_sign_(Tensor(a!)[] self) -> () +inline void _foreach_sign_(at::TensorList self) { + return at::_ops::_foreach_sign_::call(self); +} + +// aten::_foreach_sign.out(Tensor[] self, *, Tensor(a!)[] out) -> () +inline void _foreach_sign_out(at::TensorList out, at::TensorList self) { + return at::_ops::_foreach_sign_out::call(self, out); +} +// aten::_foreach_sign.out(Tensor[] self, *, Tensor(a!)[] out) -> () +inline void _foreach_sign_outf(at::TensorList self, at::TensorList out) { + return at::_ops::_foreach_sign_out::call(self, out); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_histogramdd_from_bin_cts_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_histogramdd_from_bin_cts_native.h new file mode 100644 index 0000000000000000000000000000000000000000..5a1c6f509077000535bc622334bc42b20f01c13c --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_histogramdd_from_bin_cts_native.h @@ -0,0 +1,22 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor & _histogramdd_from_bin_cts_out(const at::Tensor & self, at::IntArrayRef bins, c10::optional> range, const c10::optional & weight, bool density, at::Tensor & out); +TORCH_API at::Tensor _histogramdd(const at::Tensor & self, at::IntArrayRef bins, c10::optional> range=c10::nullopt, const c10::optional & weight={}, bool density=false); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_local_scalar_dense_cuda_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_local_scalar_dense_cuda_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..99cfefb5c2ec89c849cf7df2546ecb2963810d65 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_local_scalar_dense_cuda_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cuda { + +TORCH_API at::Scalar _local_scalar_dense(const at::Tensor & self); + +} // namespace cuda +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_remove_batch_dim_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_remove_batch_dim_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..4c38a770adb6a2c7ee6104d280b277118ff1bb31 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_remove_batch_dim_ops.h @@ -0,0 +1,28 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API _remove_batch_dim { + using schema = at::Tensor (const at::Tensor &, int64_t, int64_t, int64_t); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::_remove_batch_dim") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "_remove_batch_dim(Tensor self, int level, int batch_size, int out_dim) -> Tensor") + static at::Tensor call(const at::Tensor & self, int64_t level, int64_t batch_size, int64_t out_dim); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, int64_t level, int64_t batch_size, int64_t out_dim); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_softmax_backward_data_meta.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_softmax_backward_data_meta.h new file mode 100644 index 0000000000000000000000000000000000000000..65c1c72c9a15514071f10b65ca16747070204368 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_softmax_backward_data_meta.h @@ -0,0 +1,27 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeMetaFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + +namespace at { +namespace meta { + +struct TORCH_API structured__softmax_backward_data : public at::impl::MetaBase { + + + void meta(const at::Tensor & grad_output, const at::Tensor & output, int64_t dim, at::ScalarType input_dtype); +}; + +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_trilinear_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_trilinear_native.h new file mode 100644 index 0000000000000000000000000000000000000000..23a407c86f1aa25039392eba4288aa348f856471 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_trilinear_native.h @@ -0,0 +1,22 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor & _trilinear_out(const at::Tensor & i1, const at::Tensor & i2, const at::Tensor & i3, at::IntArrayRef expand1, at::IntArrayRef expand2, at::IntArrayRef expand3, at::IntArrayRef sumdim, int64_t unroll_dim, at::Tensor & out); +TORCH_API at::Tensor _trilinear(const at::Tensor & i1, const at::Tensor & i2, const at::Tensor & i3, at::IntArrayRef expand1, at::IntArrayRef expand2, at::IntArrayRef expand3, at::IntArrayRef sumdim, int64_t unroll_dim=1); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_upsample_nearest_exact2d_backward_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_upsample_nearest_exact2d_backward_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..c55f21b6a772ca1f44da87c8833b3a9b1110e699 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/_upsample_nearest_exact2d_backward_meta_dispatch.h @@ -0,0 +1,28 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor _upsample_nearest_exact2d_backward(const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, c10::optional scales_h=c10::nullopt, c10::optional scales_w=c10::nullopt); +TORCH_API at::Tensor _upsample_nearest_exact2d_backward_symint(const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, c10::optional scales_h=c10::nullopt, c10::optional scales_w=c10::nullopt); +TORCH_API at::Tensor & _upsample_nearest_exact2d_backward_out(at::Tensor & grad_input, const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, c10::optional scales_h=c10::nullopt, c10::optional scales_w=c10::nullopt); +TORCH_API at::Tensor & _upsample_nearest_exact2d_backward_outf(const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, c10::optional scales_h, c10::optional scales_w, at::Tensor & grad_input); +TORCH_API at::Tensor & _upsample_nearest_exact2d_backward_symint_out(at::Tensor & grad_input, const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, c10::optional scales_h=c10::nullopt, c10::optional scales_w=c10::nullopt); +TORCH_API at::Tensor & _upsample_nearest_exact2d_backward_symint_outf(const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, c10::optional scales_h, c10::optional scales_w, at::Tensor & grad_input); + +} // namespace meta +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/all_compositeexplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/all_compositeexplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..9fd45ef71a96a3c9bbf6fba87ec549d5166a636c --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/all_compositeexplicitautograd_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeexplicitautograd { + +TORCH_API at::Tensor all(const at::Tensor & self, at::OptionalIntArrayRef dim, bool keepdim=false); +TORCH_API at::Tensor & all_out(at::Tensor & out, const at::Tensor & self, at::OptionalIntArrayRef dim, bool keepdim=false); +TORCH_API at::Tensor & all_outf(const at::Tensor & self, at::OptionalIntArrayRef dim, bool keepdim, at::Tensor & out); + +} // namespace compositeexplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/arcsinh_compositeimplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/arcsinh_compositeimplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..7e2987cc5ce81e8d6764dfb6fa3951b257eaeed9 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/arcsinh_compositeimplicitautograd_dispatch.h @@ -0,0 +1,26 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeimplicitautograd { + +TORCH_API at::Tensor arcsinh(const at::Tensor & self); +TORCH_API at::Tensor & arcsinh_out(at::Tensor & out, const at::Tensor & self); +TORCH_API at::Tensor & arcsinh_outf(const at::Tensor & self, at::Tensor & out); +TORCH_API at::Tensor & arcsinh_(at::Tensor & self); + +} // namespace compositeimplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/binomial_cuda_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/binomial_cuda_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..2e0c135d6e76daba4d60b81c3afb6061c4e0e192 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/binomial_cuda_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cuda { + +TORCH_API at::Tensor binomial(const at::Tensor & count, const at::Tensor & prob, c10::optional generator=c10::nullopt); + +} // namespace cuda +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/cumprod.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/cumprod.h new file mode 100644 index 0000000000000000000000000000000000000000..2daca5902698457f3656181cae8798321f2ae493 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/cumprod.h @@ -0,0 +1,53 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::cumprod(Tensor self, int dim, *, ScalarType? dtype=None) -> Tensor +inline at::Tensor cumprod(const at::Tensor & self, int64_t dim, c10::optional dtype=c10::nullopt) { + return at::_ops::cumprod::call(self, dim, dtype); +} + +// aten::cumprod.out(Tensor self, int dim, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & cumprod_out(at::Tensor & out, const at::Tensor & self, int64_t dim, c10::optional dtype=c10::nullopt) { + return at::_ops::cumprod_out::call(self, dim, dtype, out); +} +// aten::cumprod.out(Tensor self, int dim, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & cumprod_outf(const at::Tensor & self, int64_t dim, c10::optional dtype, at::Tensor & out) { + return at::_ops::cumprod_out::call(self, dim, dtype, out); +} + +// aten::cumprod.dimname(Tensor self, Dimname dim, *, ScalarType? dtype=None) -> Tensor +inline at::Tensor cumprod(const at::Tensor & self, at::Dimname dim, c10::optional dtype=c10::nullopt) { + return at::_ops::cumprod_dimname::call(self, dim, dtype); +} + +// aten::cumprod.dimname_out(Tensor self, Dimname dim, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & cumprod_out(at::Tensor & out, const at::Tensor & self, at::Dimname dim, c10::optional dtype=c10::nullopt) { + return at::_ops::cumprod_dimname_out::call(self, dim, dtype, out); +} +// aten::cumprod.dimname_out(Tensor self, Dimname dim, *, ScalarType? dtype=None, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & cumprod_outf(const at::Tensor & self, at::Dimname dim, c10::optional dtype, at::Tensor & out) { + return at::_ops::cumprod_dimname_out::call(self, dim, dtype, out); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/diagonal_scatter.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/diagonal_scatter.h new file mode 100644 index 0000000000000000000000000000000000000000..513fa66692ae6f05cf5a5fd5d91572ffab8233b5 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/diagonal_scatter.h @@ -0,0 +1,39 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::diagonal_scatter(Tensor self, Tensor src, int offset=0, int dim1=0, int dim2=1) -> Tensor +inline at::Tensor diagonal_scatter(const at::Tensor & self, const at::Tensor & src, int64_t offset=0, int64_t dim1=0, int64_t dim2=1) { + return at::_ops::diagonal_scatter::call(self, src, offset, dim1, dim2); +} + +// aten::diagonal_scatter.out(Tensor self, Tensor src, int offset=0, int dim1=0, int dim2=1, *, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & diagonal_scatter_out(at::Tensor & out, const at::Tensor & self, const at::Tensor & src, int64_t offset=0, int64_t dim1=0, int64_t dim2=1) { + return at::_ops::diagonal_scatter_out::call(self, src, offset, dim1, dim2, out); +} +// aten::diagonal_scatter.out(Tensor self, Tensor src, int offset=0, int dim1=0, int dim2=1, *, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & diagonal_scatter_outf(const at::Tensor & self, const at::Tensor & src, int64_t offset, int64_t dim1, int64_t dim2, at::Tensor & out) { + return at::_ops::diagonal_scatter_out::call(self, src, offset, dim1, dim2, out); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/empty_like_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/empty_like_native.h new file mode 100644 index 0000000000000000000000000000000000000000..79075c9115ad2dd96a9e1c4fbf9bb64aa9f22c4e --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/empty_like_native.h @@ -0,0 +1,26 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor empty_like(const at::Tensor & self, c10::optional dtype={}, c10::optional layout={}, c10::optional device={}, c10::optional pin_memory={}, c10::optional memory_format=c10::nullopt); +TORCH_API at::Tensor & empty_like_out(const at::Tensor & self, c10::optional memory_format, at::Tensor & out); +TORCH_API at::Tensor empty_like_nested(const at::Tensor & self, c10::optional dtype={}, c10::optional layout={}, c10::optional device={}, c10::optional pin_memory={}, c10::optional memory_format=c10::nullopt); +TORCH_API at::Tensor empty_like_sparse_coo(const at::Tensor & self, c10::optional dtype={}, c10::optional layout={}, c10::optional device={}, c10::optional pin_memory={}, c10::optional memory_format=c10::nullopt); +TORCH_API at::Tensor empty_like_sparse_csr(const at::Tensor & self, c10::optional dtype={}, c10::optional layout={}, c10::optional device={}, c10::optional pin_memory={}, c10::optional memory_format=c10::nullopt); +TORCH_API at::Tensor empty_like_quantized(const at::Tensor & self, c10::optional dtype={}, c10::optional layout={}, c10::optional device={}, c10::optional pin_memory={}, c10::optional memory_format=c10::nullopt); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/igamma_cuda_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/igamma_cuda_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..1abc1ed59555bb1223fa9b4fa14beb50b2da6cc0 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/igamma_cuda_dispatch.h @@ -0,0 +1,26 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cuda { + +TORCH_API at::Tensor igamma(const at::Tensor & self, const at::Tensor & other); +TORCH_API at::Tensor & igamma_out(at::Tensor & out, const at::Tensor & self, const at::Tensor & other); +TORCH_API at::Tensor & igamma_outf(const at::Tensor & self, const at::Tensor & other, at::Tensor & out); +TORCH_API at::Tensor & igamma_(at::Tensor & self, const at::Tensor & other); + +} // namespace cuda +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/is_neg_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/is_neg_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..bbdbdc6ce135ae86576da68c1e2512245cf717c8 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/is_neg_ops.h @@ -0,0 +1,28 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API is_neg { + using schema = bool (const at::Tensor &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::is_neg") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "is_neg(Tensor self) -> bool") + static bool call(const at::Tensor & self); + static bool redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/isclose_compositeimplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/isclose_compositeimplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..eb7f4052ee537e17340b969829ddd20e3a4ab4c4 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/isclose_compositeimplicitautograd_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeimplicitautograd { + +TORCH_API at::Tensor isclose(const at::Tensor & self, const at::Tensor & other, double rtol=1e-05, double atol=1e-08, bool equal_nan=false); + +} // namespace compositeimplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/lcm_cuda_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/lcm_cuda_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..afe9b21d06f08f6ec6b7d27ffcc6579799866b33 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/lcm_cuda_dispatch.h @@ -0,0 +1,26 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cuda { + +TORCH_API at::Tensor lcm(const at::Tensor & self, const at::Tensor & other); +TORCH_API at::Tensor & lcm_out(at::Tensor & out, const at::Tensor & self, const at::Tensor & other); +TORCH_API at::Tensor & lcm_outf(const at::Tensor & self, const at::Tensor & other, at::Tensor & out); +TORCH_API at::Tensor & lcm_(at::Tensor & self, const at::Tensor & other); + +} // namespace cuda +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_backward.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_backward.h new file mode 100644 index 0000000000000000000000000000000000000000..2be3cd45652f4480ff92bccbfcf8fe4a978c508b --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/linear_backward.h @@ -0,0 +1,39 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::linear_backward(Tensor self, Tensor grad_output, Tensor weight, bool[3] output_mask) -> (Tensor, Tensor, Tensor) +inline ::std::tuple linear_backward(const at::Tensor & self, const at::Tensor & grad_output, const at::Tensor & weight, ::std::array output_mask) { + return at::_ops::linear_backward::call(self, grad_output, weight, output_mask); +} + +// aten::linear_backward.out(Tensor self, Tensor grad_output, Tensor weight, bool[3] output_mask, *, Tensor(a!) out0, Tensor(b!) out1, Tensor(c!) out2) -> (Tensor(a!), Tensor(b!), Tensor(c!)) +inline ::std::tuple linear_backward_out(at::Tensor & out0, at::Tensor & out1, at::Tensor & out2, const at::Tensor & self, const at::Tensor & grad_output, const at::Tensor & weight, ::std::array output_mask) { + return at::_ops::linear_backward_out::call(self, grad_output, weight, output_mask, out0, out1, out2); +} +// aten::linear_backward.out(Tensor self, Tensor grad_output, Tensor weight, bool[3] output_mask, *, Tensor(a!) out0, Tensor(b!) out1, Tensor(c!) out2) -> (Tensor(a!), Tensor(b!), Tensor(c!)) +inline ::std::tuple linear_backward_outf(const at::Tensor & self, const at::Tensor & grad_output, const at::Tensor & weight, ::std::array output_mask, at::Tensor & out0, at::Tensor & out1, at::Tensor & out2) { + return at::_ops::linear_backward_out::call(self, grad_output, weight, output_mask, out0, out1, out2); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/log_sigmoid_backward_cpu_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/log_sigmoid_backward_cpu_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..d7980698e0b0e4f1752bdc70ea8cd26789827aa7 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/log_sigmoid_backward_cpu_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cpu { + +TORCH_API at::Tensor log_sigmoid_backward(const at::Tensor & grad_output, const at::Tensor & self, const at::Tensor & buffer); +TORCH_API at::Tensor & log_sigmoid_backward_out(at::Tensor & grad_input, const at::Tensor & grad_output, const at::Tensor & self, const at::Tensor & buffer); +TORCH_API at::Tensor & log_sigmoid_backward_outf(const at::Tensor & grad_output, const at::Tensor & self, const at::Tensor & buffer, at::Tensor & grad_input); + +} // namespace cpu +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logit_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logit_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..bd30f1815b66f275c817ce71a9375f6d87d80c7c --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/logit_meta_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor & logit_(at::Tensor & self, c10::optional eps=c10::nullopt); + +} // namespace meta +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/masked_scatter_backward_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/masked_scatter_backward_native.h new file mode 100644 index 0000000000000000000000000000000000000000..cafa2d535da6476e9273b0f976bab849689ed425 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/masked_scatter_backward_native.h @@ -0,0 +1,21 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor masked_scatter_backward_symint(const at::Tensor & grad_output, const at::Tensor & mask, c10::SymIntArrayRef sizes); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/permute_copy.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/permute_copy.h new file mode 100644 index 0000000000000000000000000000000000000000..5bb2a24787d6c5a0fb04f57f0f6480c0f76c2c3f --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/permute_copy.h @@ -0,0 +1,39 @@ +#pragma once + +// @generated by torchgen/gen.py from Function.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + + +#include + +namespace at { + + +// aten::permute_copy(Tensor self, int[] dims) -> Tensor +inline at::Tensor permute_copy(const at::Tensor & self, at::IntArrayRef dims) { + return at::_ops::permute_copy::call(self, dims); +} + +// aten::permute_copy.out(Tensor self, int[] dims, *, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & permute_copy_out(at::Tensor & out, const at::Tensor & self, at::IntArrayRef dims) { + return at::_ops::permute_copy_out::call(self, dims, out); +} +// aten::permute_copy.out(Tensor self, int[] dims, *, Tensor(a!) out) -> Tensor(a!) +inline at::Tensor & permute_copy_outf(const at::Tensor & self, at::IntArrayRef dims, at::Tensor & out) { + return at::_ops::permute_copy_out::call(self, dims, out); +} + +} diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/quantize_per_tensor_dynamic_cpu_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/quantize_per_tensor_dynamic_cpu_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..e11753928b5bf51f0dfa946e1606e5de8cf1e6f8 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/quantize_per_tensor_dynamic_cpu_dispatch.h @@ -0,0 +1,23 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cpu { + +TORCH_API at::Tensor quantize_per_tensor_dynamic(const at::Tensor & self, at::ScalarType dtype, bool reduce_range); + +} // namespace cpu +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/rshift_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/rshift_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..8b76812276ce34b971bae51bef7a475dee8fd1b9 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/rshift_meta_dispatch.h @@ -0,0 +1,24 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor & __irshift__(at::Tensor & self, const at::Scalar & other); +TORCH_API at::Tensor & __irshift__(at::Tensor & self, const at::Tensor & other); + +} // namespace meta +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/scatter_compositeimplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/scatter_compositeimplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..9ca3e1ffa90e2ae830644b69c8c6fef7f4e4e2ec --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/scatter_compositeimplicitautograd_dispatch.h @@ -0,0 +1,24 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeimplicitautograd { + +TORCH_API at::Tensor scatter(const at::Tensor & self, at::Dimname dim, const at::Tensor & index, const at::Tensor & src); +TORCH_API at::Tensor scatter(const at::Tensor & self, at::Dimname dim, const at::Tensor & index, const at::Scalar & value); + +} // namespace compositeimplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/selu_native.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/selu_native.h new file mode 100644 index 0000000000000000000000000000000000000000..d532d93326c135de5ea32552a65fe9c7df859f1a --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/selu_native.h @@ -0,0 +1,22 @@ +#pragma once + +// @generated by torchgen/gen.py from NativeFunction.h + +#include +#include +#include +#include +#include +#include +#include +#include +#include +#include + + +namespace at { +namespace native { +TORCH_API at::Tensor selu(const at::Tensor & self); +TORCH_API at::Tensor & selu_(at::Tensor & self); +} // namespace native +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sigmoid_backward_cpu_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sigmoid_backward_cpu_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..533eaada66d07272a635356789f1b4fbdb980ffb --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sigmoid_backward_cpu_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace cpu { + +TORCH_API at::Tensor sigmoid_backward(const at::Tensor & grad_output, const at::Tensor & output); +TORCH_API at::Tensor & sigmoid_backward_out(at::Tensor & grad_input, const at::Tensor & grad_output, const at::Tensor & output); +TORCH_API at::Tensor & sigmoid_backward_outf(const at::Tensor & grad_output, const at::Tensor & output, at::Tensor & grad_input); + +} // namespace cpu +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sparse_csc_tensor_compositeimplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sparse_csc_tensor_compositeimplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..7f147891c0b1e839685760712bcebbb0ddb4daab --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/sparse_csc_tensor_compositeimplicitautograd_dispatch.h @@ -0,0 +1,26 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeimplicitautograd { + +TORCH_API at::Tensor sparse_csc_tensor(const at::Tensor & ccol_indices, const at::Tensor & row_indices, const at::Tensor & values, at::IntArrayRef size, at::TensorOptions options); +TORCH_API at::Tensor sparse_csc_tensor(const at::Tensor & ccol_indices, const at::Tensor & row_indices, const at::Tensor & values, at::IntArrayRef size, c10::optional dtype, c10::optional layout, c10::optional device, c10::optional pin_memory); +TORCH_API at::Tensor sparse_csc_tensor(const at::Tensor & ccol_indices, const at::Tensor & row_indices, const at::Tensor & values, at::TensorOptions options); +TORCH_API at::Tensor sparse_csc_tensor(const at::Tensor & ccol_indices, const at::Tensor & row_indices, const at::Tensor & values, c10::optional dtype, c10::optional layout, c10::optional device, c10::optional pin_memory); + +} // namespace compositeimplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_bessel_y0_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_bessel_y0_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..c33a8653d8a561ac43aef1e16ca2d5eb4cbce154 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_bessel_y0_meta_dispatch.h @@ -0,0 +1,25 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor special_bessel_y0(const at::Tensor & self); +TORCH_API at::Tensor & special_bessel_y0_out(at::Tensor & out, const at::Tensor & self); +TORCH_API at::Tensor & special_bessel_y0_outf(const at::Tensor & self, at::Tensor & out); + +} // namespace meta +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_chebyshev_polynomial_u_compositeexplicitautograd_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_chebyshev_polynomial_u_compositeexplicitautograd_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..e8e0a0d8ae0d1925f6e874fd156fa5a5e941ab0c --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_chebyshev_polynomial_u_compositeexplicitautograd_dispatch.h @@ -0,0 +1,28 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace compositeexplicitautograd { + +TORCH_API at::Tensor special_chebyshev_polynomial_u(const at::Scalar & x, const at::Tensor & n); +TORCH_API at::Tensor & special_chebyshev_polynomial_u_out(at::Tensor & out, const at::Scalar & x, const at::Tensor & n); +TORCH_API at::Tensor & special_chebyshev_polynomial_u_outf(const at::Scalar & x, const at::Tensor & n, at::Tensor & out); +TORCH_API at::Tensor special_chebyshev_polynomial_u(const at::Tensor & x, const at::Scalar & n); +TORCH_API at::Tensor & special_chebyshev_polynomial_u_out(at::Tensor & out, const at::Tensor & x, const at::Scalar & n); +TORCH_API at::Tensor & special_chebyshev_polynomial_u_outf(const at::Tensor & x, const at::Scalar & n, at::Tensor & out); + +} // namespace compositeexplicitautograd +} // namespace at diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_erfc_ops.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_erfc_ops.h new file mode 100644 index 0000000000000000000000000000000000000000..c28db5e36748318010c5cda2d4f7c1d67e6af0c9 --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/special_erfc_ops.h @@ -0,0 +1,39 @@ +#pragma once + +// @generated by torchgen/gen.py from Operator.h + +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { +namespace _ops { + + +struct TORCH_API special_erfc { + using schema = at::Tensor (const at::Tensor &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::special_erfc") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "special_erfc(Tensor self) -> Tensor") + static at::Tensor call(const at::Tensor & self); + static at::Tensor redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self); +}; + +struct TORCH_API special_erfc_out { + using schema = at::Tensor & (const at::Tensor &, at::Tensor &); + using ptr_schema = schema*; + // See Note [static constexpr char* members for windows NVCC] + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(name, "aten::special_erfc") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(overload_name, "out") + STATIC_CONSTEXPR_STR_INL_EXCEPT_WIN_CUDA(schema_str, "special_erfc.out(Tensor self, *, Tensor(a!) out) -> Tensor(a!)") + static at::Tensor & call(const at::Tensor & self, at::Tensor & out); + static at::Tensor & redispatch(c10::DispatchKeySet dispatchKeySet, const at::Tensor & self, at::Tensor & out); +}; + +}} // namespace at::_ops diff --git a/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/upsample_linear1d_backward_meta_dispatch.h b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/upsample_linear1d_backward_meta_dispatch.h new file mode 100644 index 0000000000000000000000000000000000000000..1b47dd914c7ae322e6918a89ba4eb499ff5dda6f --- /dev/null +++ b/videollama2/lib/python3.10/site-packages/torch/include/ATen/ops/upsample_linear1d_backward_meta_dispatch.h @@ -0,0 +1,28 @@ +#pragma once +// @generated by torchgen/gen.py from DispatchKeyFunction.h + +// NB: The implementing C++ file is RegisterDispatchKey.cpp + +// The only #includes we need are for custom classes that have defaults in the C++ API +#include +#include +#include + +// Forward declarations of any types needed in the operator signatures. +// We can't directly include these classes because it will cause circular include dependencies. +// This file is included by TensorBody.h, which defines the Tensor class. +#include + +namespace at { + +namespace meta { + +TORCH_API at::Tensor upsample_linear1d_backward(const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, bool align_corners, c10::optional scales=c10::nullopt); +TORCH_API at::Tensor upsample_linear1d_backward_symint(const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, bool align_corners, c10::optional scales=c10::nullopt); +TORCH_API at::Tensor & upsample_linear1d_backward_out(at::Tensor & grad_input, const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, bool align_corners, c10::optional scales=c10::nullopt); +TORCH_API at::Tensor & upsample_linear1d_backward_outf(const at::Tensor & grad_output, at::IntArrayRef output_size, at::IntArrayRef input_size, bool align_corners, c10::optional scales, at::Tensor & grad_input); +TORCH_API at::Tensor & upsample_linear1d_backward_symint_out(at::Tensor & grad_input, const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, bool align_corners, c10::optional scales=c10::nullopt); +TORCH_API at::Tensor & upsample_linear1d_backward_symint_outf(const at::Tensor & grad_output, c10::SymIntArrayRef output_size, c10::SymIntArrayRef input_size, bool align_corners, c10::optional scales, at::Tensor & grad_input); + +} // namespace meta +} // namespace at diff --git a/vllm/lib/python3.10/site-packages/anyio/__init__.py b/vllm/lib/python3.10/site-packages/anyio/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..0738e595830a7faac0d910141bfbc6ff4d7eceaa --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/__init__.py @@ -0,0 +1,76 @@ +from __future__ import annotations + +from ._core._eventloop import current_time as current_time +from ._core._eventloop import get_all_backends as get_all_backends +from ._core._eventloop import get_cancelled_exc_class as get_cancelled_exc_class +from ._core._eventloop import run as run +from ._core._eventloop import sleep as sleep +from ._core._eventloop import sleep_forever as sleep_forever +from ._core._eventloop import sleep_until as sleep_until +from ._core._exceptions import BrokenResourceError as BrokenResourceError +from ._core._exceptions import BrokenWorkerProcess as BrokenWorkerProcess +from ._core._exceptions import BusyResourceError as BusyResourceError +from ._core._exceptions import ClosedResourceError as ClosedResourceError +from ._core._exceptions import DelimiterNotFound as DelimiterNotFound +from ._core._exceptions import EndOfStream as EndOfStream +from ._core._exceptions import IncompleteRead as IncompleteRead +from ._core._exceptions import TypedAttributeLookupError as TypedAttributeLookupError +from ._core._exceptions import WouldBlock as WouldBlock +from ._core._fileio import AsyncFile as AsyncFile +from ._core._fileio import Path as Path +from ._core._fileio import open_file as open_file +from ._core._fileio import wrap_file as wrap_file +from ._core._resources import aclose_forcefully as aclose_forcefully +from ._core._signals import open_signal_receiver as open_signal_receiver +from ._core._sockets import connect_tcp as connect_tcp +from ._core._sockets import connect_unix as connect_unix +from ._core._sockets import create_connected_udp_socket as create_connected_udp_socket +from ._core._sockets import ( + create_connected_unix_datagram_socket as create_connected_unix_datagram_socket, +) +from ._core._sockets import create_tcp_listener as create_tcp_listener +from ._core._sockets import create_udp_socket as create_udp_socket +from ._core._sockets import create_unix_datagram_socket as create_unix_datagram_socket +from ._core._sockets import create_unix_listener as create_unix_listener +from ._core._sockets import getaddrinfo as getaddrinfo +from ._core._sockets import getnameinfo as getnameinfo +from ._core._sockets import wait_readable as wait_readable +from ._core._sockets import wait_socket_readable as wait_socket_readable +from ._core._sockets import wait_socket_writable as wait_socket_writable +from ._core._sockets import wait_writable as wait_writable +from ._core._streams import create_memory_object_stream as create_memory_object_stream +from ._core._subprocesses import open_process as open_process +from ._core._subprocesses import run_process as run_process +from ._core._synchronization import CapacityLimiter as CapacityLimiter +from ._core._synchronization import ( + CapacityLimiterStatistics as CapacityLimiterStatistics, +) +from ._core._synchronization import Condition as Condition +from ._core._synchronization import ConditionStatistics as ConditionStatistics +from ._core._synchronization import Event as Event +from ._core._synchronization import EventStatistics as EventStatistics +from ._core._synchronization import Lock as Lock +from ._core._synchronization import LockStatistics as LockStatistics +from ._core._synchronization import ResourceGuard as ResourceGuard +from ._core._synchronization import Semaphore as Semaphore +from ._core._synchronization import SemaphoreStatistics as SemaphoreStatistics +from ._core._tasks import TASK_STATUS_IGNORED as TASK_STATUS_IGNORED +from ._core._tasks import CancelScope as CancelScope +from ._core._tasks import create_task_group as create_task_group +from ._core._tasks import current_effective_deadline as current_effective_deadline +from ._core._tasks import fail_after as fail_after +from ._core._tasks import move_on_after as move_on_after +from ._core._testing import TaskInfo as TaskInfo +from ._core._testing import get_current_task as get_current_task +from ._core._testing import get_running_tasks as get_running_tasks +from ._core._testing import wait_all_tasks_blocked as wait_all_tasks_blocked +from ._core._typedattr import TypedAttributeProvider as TypedAttributeProvider +from ._core._typedattr import TypedAttributeSet as TypedAttributeSet +from ._core._typedattr import typed_attribute as typed_attribute + +# Re-export imports so they look like they live directly in this package +for __value in list(locals().values()): + if getattr(__value, "__module__", "").startswith("anyio."): + __value.__module__ = __name__ + +del __value diff --git a/vllm/lib/python3.10/site-packages/anyio/__pycache__/__init__.cpython-310.pyc b/vllm/lib/python3.10/site-packages/anyio/__pycache__/__init__.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..4f18b8879ea934677122f4c133a37b468f59e000 Binary files /dev/null and b/vllm/lib/python3.10/site-packages/anyio/__pycache__/__init__.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/anyio/__pycache__/from_thread.cpython-310.pyc b/vllm/lib/python3.10/site-packages/anyio/__pycache__/from_thread.cpython-310.pyc new file mode 100644 index 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a/vllm/lib/python3.10/site-packages/anyio/_backends/__pycache__/_trio.cpython-310.pyc b/vllm/lib/python3.10/site-packages/anyio/_backends/__pycache__/_trio.cpython-310.pyc new file mode 100644 index 0000000000000000000000000000000000000000..2486cbfb3f648c67555c12f96ba2dd6de953a62b Binary files /dev/null and b/vllm/lib/python3.10/site-packages/anyio/_backends/__pycache__/_trio.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/anyio/_backends/_asyncio.py b/vllm/lib/python3.10/site-packages/anyio/_backends/_asyncio.py new file mode 100644 index 0000000000000000000000000000000000000000..0b7479d2649bb9357432696a22a250fbabf6edcd --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_backends/_asyncio.py @@ -0,0 +1,2851 @@ +from __future__ import annotations + +import array +import asyncio +import concurrent.futures +import math +import os +import socket +import sys +import threading +import weakref +from asyncio import ( + AbstractEventLoop, + CancelledError, + all_tasks, + create_task, + current_task, + get_running_loop, + sleep, +) +from asyncio.base_events import _run_until_complete_cb # type: ignore[attr-defined] +from collections import OrderedDict, deque +from collections.abc import ( + AsyncGenerator, + AsyncIterator, + Awaitable, + Callable, + Collection, + Coroutine, + Iterable, + Iterator, + MutableMapping, + Sequence, +) +from concurrent.futures import Future +from contextlib import AbstractContextManager, suppress +from contextvars import Context, copy_context +from dataclasses import dataclass +from functools import partial, wraps +from inspect import ( + CORO_RUNNING, + CORO_SUSPENDED, + getcoroutinestate, + iscoroutine, +) +from io import IOBase +from os import PathLike +from queue import Queue +from signal import Signals +from socket import AddressFamily, SocketKind +from threading import Thread +from types import TracebackType +from typing import ( + IO, + TYPE_CHECKING, + Any, + Optional, + TypeVar, + cast, +) +from weakref import WeakKeyDictionary + +import sniffio + +from .. import ( + CapacityLimiterStatistics, + EventStatistics, + LockStatistics, + TaskInfo, + abc, +) +from .._core._eventloop import claim_worker_thread, threadlocals +from .._core._exceptions import ( + BrokenResourceError, + BusyResourceError, + ClosedResourceError, + EndOfStream, + WouldBlock, + iterate_exceptions, +) +from .._core._sockets import convert_ipv6_sockaddr +from .._core._streams import create_memory_object_stream +from .._core._synchronization import ( + CapacityLimiter as BaseCapacityLimiter, +) +from .._core._synchronization import Event as BaseEvent +from .._core._synchronization import Lock as BaseLock +from .._core._synchronization import ( + ResourceGuard, + SemaphoreStatistics, +) +from .._core._synchronization import Semaphore as BaseSemaphore +from .._core._tasks import CancelScope as BaseCancelScope +from ..abc import ( + AsyncBackend, + IPSockAddrType, + SocketListener, + UDPPacketType, + UNIXDatagramPacketType, +) +from ..abc._eventloop import StrOrBytesPath +from ..lowlevel import RunVar +from ..streams.memory import MemoryObjectReceiveStream, MemoryObjectSendStream + +if TYPE_CHECKING: + from _typeshed import FileDescriptorLike +else: + FileDescriptorLike = object + +if sys.version_info >= (3, 10): + from typing import ParamSpec +else: + from typing_extensions import ParamSpec + +if sys.version_info >= (3, 11): + from asyncio import Runner + from typing import TypeVarTuple, Unpack +else: + import contextvars + import enum + import signal + from asyncio import coroutines, events, exceptions, tasks + + from exceptiongroup import BaseExceptionGroup + from typing_extensions import TypeVarTuple, Unpack + + class _State(enum.Enum): + CREATED = "created" + INITIALIZED = "initialized" + CLOSED = "closed" + + class Runner: + # Copied from CPython 3.11 + def __init__( + self, + *, + debug: bool | None = None, + loop_factory: Callable[[], AbstractEventLoop] | None = None, + ): + self._state = _State.CREATED + self._debug = debug + self._loop_factory = loop_factory + self._loop: AbstractEventLoop | None = None + self._context = None + self._interrupt_count = 0 + self._set_event_loop = False + + def __enter__(self) -> Runner: + self._lazy_init() + return self + + def __exit__( + self, + exc_type: type[BaseException], + exc_val: BaseException, + exc_tb: TracebackType, + ) -> None: + self.close() + + def close(self) -> None: + """Shutdown and close event loop.""" + if self._state is not _State.INITIALIZED: + return + try: + loop = self._loop + _cancel_all_tasks(loop) + loop.run_until_complete(loop.shutdown_asyncgens()) + if hasattr(loop, "shutdown_default_executor"): + loop.run_until_complete(loop.shutdown_default_executor()) + else: + loop.run_until_complete(_shutdown_default_executor(loop)) + finally: + if self._set_event_loop: + events.set_event_loop(None) + loop.close() + self._loop = None + self._state = _State.CLOSED + + def get_loop(self) -> AbstractEventLoop: + """Return embedded event loop.""" + self._lazy_init() + return self._loop + + def run(self, coro: Coroutine[T_Retval], *, context=None) -> T_Retval: + """Run a coroutine inside the embedded event loop.""" + if not coroutines.iscoroutine(coro): + raise ValueError(f"a coroutine was expected, got {coro!r}") + + if events._get_running_loop() is not None: + # fail fast with short traceback + raise RuntimeError( + "Runner.run() cannot be called from a running event loop" + ) + + self._lazy_init() + + if context is None: + context = self._context + task = context.run(self._loop.create_task, coro) + + if ( + threading.current_thread() is threading.main_thread() + and signal.getsignal(signal.SIGINT) is signal.default_int_handler + ): + sigint_handler = partial(self._on_sigint, main_task=task) + try: + signal.signal(signal.SIGINT, sigint_handler) + except ValueError: + # `signal.signal` may throw if `threading.main_thread` does + # not support signals (e.g. embedded interpreter with signals + # not registered - see gh-91880) + sigint_handler = None + else: + sigint_handler = None + + self._interrupt_count = 0 + try: + return self._loop.run_until_complete(task) + except exceptions.CancelledError: + if self._interrupt_count > 0: + uncancel = getattr(task, "uncancel", None) + if uncancel is not None and uncancel() == 0: + raise KeyboardInterrupt() + raise # CancelledError + finally: + if ( + sigint_handler is not None + and signal.getsignal(signal.SIGINT) is sigint_handler + ): + signal.signal(signal.SIGINT, signal.default_int_handler) + + def _lazy_init(self) -> None: + if self._state is _State.CLOSED: + raise RuntimeError("Runner is closed") + if self._state is _State.INITIALIZED: + return + if self._loop_factory is None: + self._loop = events.new_event_loop() + if not self._set_event_loop: + # Call set_event_loop only once to avoid calling + # attach_loop multiple times on child watchers + events.set_event_loop(self._loop) + self._set_event_loop = True + else: + self._loop = self._loop_factory() + if self._debug is not None: + self._loop.set_debug(self._debug) + self._context = contextvars.copy_context() + self._state = _State.INITIALIZED + + def _on_sigint(self, signum, frame, main_task: asyncio.Task) -> None: + self._interrupt_count += 1 + if self._interrupt_count == 1 and not main_task.done(): + main_task.cancel() + # wakeup loop if it is blocked by select() with long timeout + self._loop.call_soon_threadsafe(lambda: None) + return + raise KeyboardInterrupt() + + def _cancel_all_tasks(loop: AbstractEventLoop) -> None: + to_cancel = tasks.all_tasks(loop) + if not to_cancel: + return + + for task in to_cancel: + task.cancel() + + loop.run_until_complete(tasks.gather(*to_cancel, return_exceptions=True)) + + for task in to_cancel: + if task.cancelled(): + continue + if task.exception() is not None: + loop.call_exception_handler( + { + "message": "unhandled exception during asyncio.run() shutdown", + "exception": task.exception(), + "task": task, + } + ) + + async def _shutdown_default_executor(loop: AbstractEventLoop) -> None: + """Schedule the shutdown of the default executor.""" + + def _do_shutdown(future: asyncio.futures.Future) -> None: + try: + loop._default_executor.shutdown(wait=True) # type: ignore[attr-defined] + loop.call_soon_threadsafe(future.set_result, None) + except Exception as ex: + loop.call_soon_threadsafe(future.set_exception, ex) + + loop._executor_shutdown_called = True + if loop._default_executor is None: + return + future = loop.create_future() + thread = threading.Thread(target=_do_shutdown, args=(future,)) + thread.start() + try: + await future + finally: + thread.join() + + +T_Retval = TypeVar("T_Retval") +T_contra = TypeVar("T_contra", contravariant=True) +PosArgsT = TypeVarTuple("PosArgsT") +P = ParamSpec("P") + +_root_task: RunVar[asyncio.Task | None] = RunVar("_root_task") + + +def find_root_task() -> asyncio.Task: + root_task = _root_task.get(None) + if root_task is not None and not root_task.done(): + return root_task + + # Look for a task that has been started via run_until_complete() + for task in all_tasks(): + if task._callbacks and not task.done(): + callbacks = [cb for cb, context in task._callbacks] + for cb in callbacks: + if ( + cb is _run_until_complete_cb + or getattr(cb, "__module__", None) == "uvloop.loop" + ): + _root_task.set(task) + return task + + # Look up the topmost task in the AnyIO task tree, if possible + task = cast(asyncio.Task, current_task()) + state = _task_states.get(task) + if state: + cancel_scope = state.cancel_scope + while cancel_scope and cancel_scope._parent_scope is not None: + cancel_scope = cancel_scope._parent_scope + + if cancel_scope is not None: + return cast(asyncio.Task, cancel_scope._host_task) + + return task + + +def get_callable_name(func: Callable) -> str: + module = getattr(func, "__module__", None) + qualname = getattr(func, "__qualname__", None) + return ".".join([x for x in (module, qualname) if x]) + + +# +# Event loop +# + +_run_vars: WeakKeyDictionary[asyncio.AbstractEventLoop, Any] = WeakKeyDictionary() + + +def _task_started(task: asyncio.Task) -> bool: + """Return ``True`` if the task has been started and has not finished.""" + # The task coro should never be None here, as we never add finished tasks to the + # task list + coro = task.get_coro() + assert coro is not None + try: + return getcoroutinestate(coro) in (CORO_RUNNING, CORO_SUSPENDED) + except AttributeError: + # task coro is async_genenerator_asend https://bugs.python.org/issue37771 + raise Exception(f"Cannot determine if task {task} has started or not") from None + + +# +# Timeouts and cancellation +# + + +def is_anyio_cancellation(exc: CancelledError) -> bool: + # Sometimes third party frameworks catch a CancelledError and raise a new one, so as + # a workaround we have to look at the previous ones in __context__ too for a + # matching cancel message + while True: + if ( + exc.args + and isinstance(exc.args[0], str) + and exc.args[0].startswith("Cancelled by cancel scope ") + ): + return True + + if isinstance(exc.__context__, CancelledError): + exc = exc.__context__ + continue + + return False + + +class CancelScope(BaseCancelScope): + def __new__( + cls, *, deadline: float = math.inf, shield: bool = False + ) -> CancelScope: + return object.__new__(cls) + + def __init__(self, deadline: float = math.inf, shield: bool = False): + self._deadline = deadline + self._shield = shield + self._parent_scope: CancelScope | None = None + self._child_scopes: set[CancelScope] = set() + self._cancel_called = False + self._cancelled_caught = False + self._active = False + self._timeout_handle: asyncio.TimerHandle | None = None + self._cancel_handle: asyncio.Handle | None = None + self._tasks: set[asyncio.Task] = set() + self._host_task: asyncio.Task | None = None + if sys.version_info >= (3, 11): + self._pending_uncancellations: int | None = 0 + else: + self._pending_uncancellations = None + + def __enter__(self) -> CancelScope: + if self._active: + raise RuntimeError( + "Each CancelScope may only be used for a single 'with' block" + ) + + self._host_task = host_task = cast(asyncio.Task, current_task()) + self._tasks.add(host_task) + try: + task_state = _task_states[host_task] + except KeyError: + task_state = TaskState(None, self) + _task_states[host_task] = task_state + else: + self._parent_scope = task_state.cancel_scope + task_state.cancel_scope = self + if self._parent_scope is not None: + # If using an eager task factory, the parent scope may not even contain + # the host task + self._parent_scope._child_scopes.add(self) + self._parent_scope._tasks.discard(host_task) + + self._timeout() + self._active = True + + # Start cancelling the host task if the scope was cancelled before entering + if self._cancel_called: + self._deliver_cancellation(self) + + return self + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + del exc_tb + + if not self._active: + raise RuntimeError("This cancel scope is not active") + if current_task() is not self._host_task: + raise RuntimeError( + "Attempted to exit cancel scope in a different task than it was " + "entered in" + ) + + assert self._host_task is not None + host_task_state = _task_states.get(self._host_task) + if host_task_state is None or host_task_state.cancel_scope is not self: + raise RuntimeError( + "Attempted to exit a cancel scope that isn't the current tasks's " + "current cancel scope" + ) + + try: + self._active = False + if self._timeout_handle: + self._timeout_handle.cancel() + self._timeout_handle = None + + self._tasks.remove(self._host_task) + if self._parent_scope is not None: + self._parent_scope._child_scopes.remove(self) + self._parent_scope._tasks.add(self._host_task) + + host_task_state.cancel_scope = self._parent_scope + + # Restart the cancellation effort in the closest visible, cancelled parent + # scope if necessary + self._restart_cancellation_in_parent() + + # We only swallow the exception iff it was an AnyIO CancelledError, either + # directly as exc_val or inside an exception group and there are no cancelled + # parent cancel scopes visible to us here + if self._cancel_called and not self._parent_cancellation_is_visible_to_us: + # For each level-cancel() call made on the host task, call uncancel() + while self._pending_uncancellations: + self._host_task.uncancel() + self._pending_uncancellations -= 1 + + # Update cancelled_caught and check for exceptions we must not swallow + cannot_swallow_exc_val = False + if exc_val is not None: + for exc in iterate_exceptions(exc_val): + if isinstance(exc, CancelledError) and is_anyio_cancellation( + exc + ): + self._cancelled_caught = True + else: + cannot_swallow_exc_val = True + + return self._cancelled_caught and not cannot_swallow_exc_val + else: + if self._pending_uncancellations: + assert self._parent_scope is not None + assert self._parent_scope._pending_uncancellations is not None + self._parent_scope._pending_uncancellations += ( + self._pending_uncancellations + ) + self._pending_uncancellations = 0 + + return False + finally: + self._host_task = None + del exc_val + + @property + def _effectively_cancelled(self) -> bool: + cancel_scope: CancelScope | None = self + while cancel_scope is not None: + if cancel_scope._cancel_called: + return True + + if cancel_scope.shield: + return False + + cancel_scope = cancel_scope._parent_scope + + return False + + @property + def _parent_cancellation_is_visible_to_us(self) -> bool: + return ( + self._parent_scope is not None + and not self.shield + and self._parent_scope._effectively_cancelled + ) + + def _timeout(self) -> None: + if self._deadline != math.inf: + loop = get_running_loop() + if loop.time() >= self._deadline: + self.cancel() + else: + self._timeout_handle = loop.call_at(self._deadline, self._timeout) + + def _deliver_cancellation(self, origin: CancelScope) -> bool: + """ + Deliver cancellation to directly contained tasks and nested cancel scopes. + + Schedule another run at the end if we still have tasks eligible for + cancellation. + + :param origin: the cancel scope that originated the cancellation + :return: ``True`` if the delivery needs to be retried on the next cycle + + """ + should_retry = False + current = current_task() + for task in self._tasks: + should_retry = True + if task._must_cancel: # type: ignore[attr-defined] + continue + + # The task is eligible for cancellation if it has started + if task is not current and (task is self._host_task or _task_started(task)): + waiter = task._fut_waiter # type: ignore[attr-defined] + if not isinstance(waiter, asyncio.Future) or not waiter.done(): + task.cancel(f"Cancelled by cancel scope {id(origin):x}") + if ( + task is origin._host_task + and origin._pending_uncancellations is not None + ): + origin._pending_uncancellations += 1 + + # Deliver cancellation to child scopes that aren't shielded or running their own + # cancellation callbacks + for scope in self._child_scopes: + if not scope._shield and not scope.cancel_called: + should_retry = scope._deliver_cancellation(origin) or should_retry + + # Schedule another callback if there are still tasks left + if origin is self: + if should_retry: + self._cancel_handle = get_running_loop().call_soon( + self._deliver_cancellation, origin + ) + else: + self._cancel_handle = None + + return should_retry + + def _restart_cancellation_in_parent(self) -> None: + """ + Restart the cancellation effort in the closest directly cancelled parent scope. + + """ + scope = self._parent_scope + while scope is not None: + if scope._cancel_called: + if scope._cancel_handle is None: + scope._deliver_cancellation(scope) + + break + + # No point in looking beyond any shielded scope + if scope._shield: + break + + scope = scope._parent_scope + + def cancel(self) -> None: + if not self._cancel_called: + if self._timeout_handle: + self._timeout_handle.cancel() + self._timeout_handle = None + + self._cancel_called = True + if self._host_task is not None: + self._deliver_cancellation(self) + + @property + def deadline(self) -> float: + return self._deadline + + @deadline.setter + def deadline(self, value: float) -> None: + self._deadline = float(value) + if self._timeout_handle is not None: + self._timeout_handle.cancel() + self._timeout_handle = None + + if self._active and not self._cancel_called: + self._timeout() + + @property + def cancel_called(self) -> bool: + return self._cancel_called + + @property + def cancelled_caught(self) -> bool: + return self._cancelled_caught + + @property + def shield(self) -> bool: + return self._shield + + @shield.setter + def shield(self, value: bool) -> None: + if self._shield != value: + self._shield = value + if not value: + self._restart_cancellation_in_parent() + + +# +# Task states +# + + +class TaskState: + """ + Encapsulates auxiliary task information that cannot be added to the Task instance + itself because there are no guarantees about its implementation. + """ + + __slots__ = "parent_id", "cancel_scope", "__weakref__" + + def __init__(self, parent_id: int | None, cancel_scope: CancelScope | None): + self.parent_id = parent_id + self.cancel_scope = cancel_scope + + +class TaskStateStore(MutableMapping["Awaitable[Any] | asyncio.Task", TaskState]): + def __init__(self) -> None: + self._task_states = WeakKeyDictionary[asyncio.Task, TaskState]() + self._preliminary_task_states: dict[Awaitable[Any], TaskState] = {} + + def __getitem__(self, key: Awaitable[Any] | asyncio.Task, /) -> TaskState: + assert isinstance(key, asyncio.Task) + try: + return self._task_states[key] + except KeyError: + if coro := key.get_coro(): + if state := self._preliminary_task_states.get(coro): + return state + + raise KeyError(key) + + def __setitem__( + self, key: asyncio.Task | Awaitable[Any], value: TaskState, / + ) -> None: + if isinstance(key, asyncio.Task): + self._task_states[key] = value + else: + self._preliminary_task_states[key] = value + + def __delitem__(self, key: asyncio.Task | Awaitable[Any], /) -> None: + if isinstance(key, asyncio.Task): + del self._task_states[key] + else: + del self._preliminary_task_states[key] + + def __len__(self) -> int: + return len(self._task_states) + len(self._preliminary_task_states) + + def __iter__(self) -> Iterator[Awaitable[Any] | asyncio.Task]: + yield from self._task_states + yield from self._preliminary_task_states + + +_task_states = TaskStateStore() + + +# +# Task groups +# + + +class _AsyncioTaskStatus(abc.TaskStatus): + def __init__(self, future: asyncio.Future, parent_id: int): + self._future = future + self._parent_id = parent_id + + def started(self, value: T_contra | None = None) -> None: + try: + self._future.set_result(value) + except asyncio.InvalidStateError: + if not self._future.cancelled(): + raise RuntimeError( + "called 'started' twice on the same task status" + ) from None + + task = cast(asyncio.Task, current_task()) + _task_states[task].parent_id = self._parent_id + + +async def _wait(tasks: Iterable[asyncio.Task[object]]) -> None: + tasks = set(tasks) + waiter = get_running_loop().create_future() + + def on_completion(task: asyncio.Task[object]) -> None: + tasks.discard(task) + if not tasks and not waiter.done(): + waiter.set_result(None) + + for task in tasks: + task.add_done_callback(on_completion) + del task + + try: + await waiter + finally: + while tasks: + tasks.pop().remove_done_callback(on_completion) + + +class TaskGroup(abc.TaskGroup): + def __init__(self) -> None: + self.cancel_scope: CancelScope = CancelScope() + self._active = False + self._exceptions: list[BaseException] = [] + self._tasks: set[asyncio.Task] = set() + + async def __aenter__(self) -> TaskGroup: + self.cancel_scope.__enter__() + self._active = True + return self + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + try: + if exc_val is not None: + self.cancel_scope.cancel() + if not isinstance(exc_val, CancelledError): + self._exceptions.append(exc_val) + + try: + if self._tasks: + with CancelScope() as wait_scope: + while self._tasks: + try: + await _wait(self._tasks) + except CancelledError as exc: + # Shield the scope against further cancellation attempts, + # as they're not productive (#695) + wait_scope.shield = True + self.cancel_scope.cancel() + + # Set exc_val from the cancellation exception if it was + # previously unset. However, we should not replace a native + # cancellation exception with one raise by a cancel scope. + if exc_val is None or ( + isinstance(exc_val, CancelledError) + and not is_anyio_cancellation(exc) + ): + exc_val = exc + else: + # If there are no child tasks to wait on, run at least one checkpoint + # anyway + await AsyncIOBackend.cancel_shielded_checkpoint() + + self._active = False + if self._exceptions: + raise BaseExceptionGroup( + "unhandled errors in a TaskGroup", self._exceptions + ) + elif exc_val: + raise exc_val + except BaseException as exc: + if self.cancel_scope.__exit__(type(exc), exc, exc.__traceback__): + return True + + raise + + return self.cancel_scope.__exit__(exc_type, exc_val, exc_tb) + finally: + del exc_val, exc_tb, self._exceptions + + def _spawn( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[Any]], + args: tuple[Unpack[PosArgsT]], + name: object, + task_status_future: asyncio.Future | None = None, + ) -> asyncio.Task: + def task_done(_task: asyncio.Task) -> None: + # task_state = _task_states[_task] + assert task_state.cancel_scope is not None + assert _task in task_state.cancel_scope._tasks + task_state.cancel_scope._tasks.remove(_task) + self._tasks.remove(task) + del _task_states[_task] + + try: + exc = _task.exception() + except CancelledError as e: + while isinstance(e.__context__, CancelledError): + e = e.__context__ + + exc = e + + if exc is not None: + # The future can only be in the cancelled state if the host task was + # cancelled, so return immediately instead of adding one more + # CancelledError to the exceptions list + if task_status_future is not None and task_status_future.cancelled(): + return + + if task_status_future is None or task_status_future.done(): + if not isinstance(exc, CancelledError): + self._exceptions.append(exc) + + if not self.cancel_scope._effectively_cancelled: + self.cancel_scope.cancel() + else: + task_status_future.set_exception(exc) + elif task_status_future is not None and not task_status_future.done(): + task_status_future.set_exception( + RuntimeError("Child exited without calling task_status.started()") + ) + + if not self._active: + raise RuntimeError( + "This task group is not active; no new tasks can be started." + ) + + kwargs = {} + if task_status_future: + parent_id = id(current_task()) + kwargs["task_status"] = _AsyncioTaskStatus( + task_status_future, id(self.cancel_scope._host_task) + ) + else: + parent_id = id(self.cancel_scope._host_task) + + coro = func(*args, **kwargs) + if not iscoroutine(coro): + prefix = f"{func.__module__}." if hasattr(func, "__module__") else "" + raise TypeError( + f"Expected {prefix}{func.__qualname__}() to return a coroutine, but " + f"the return value ({coro!r}) is not a coroutine object" + ) + + # Make the spawned task inherit the task group's cancel scope + _task_states[coro] = task_state = TaskState( + parent_id=parent_id, cancel_scope=self.cancel_scope + ) + name = get_callable_name(func) if name is None else str(name) + try: + task = create_task(coro, name=name) + finally: + del _task_states[coro] + + _task_states[task] = task_state + self.cancel_scope._tasks.add(task) + self._tasks.add(task) + + if task.done(): + # This can happen with eager task factories + task_done(task) + else: + task.add_done_callback(task_done) + + return task + + def start_soon( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[Any]], + *args: Unpack[PosArgsT], + name: object = None, + ) -> None: + self._spawn(func, args, name) + + async def start( + self, func: Callable[..., Awaitable[Any]], *args: object, name: object = None + ) -> Any: + future: asyncio.Future = asyncio.Future() + task = self._spawn(func, args, name, future) + + # If the task raises an exception after sending a start value without a switch + # point between, the task group is cancelled and this method never proceeds to + # process the completed future. That's why we have to have a shielded cancel + # scope here. + try: + return await future + except CancelledError: + # Cancel the task and wait for it to exit before returning + task.cancel() + with CancelScope(shield=True), suppress(CancelledError): + await task + + raise + + +# +# Threads +# + +_Retval_Queue_Type = tuple[Optional[T_Retval], Optional[BaseException]] + + +class WorkerThread(Thread): + MAX_IDLE_TIME = 10 # seconds + + def __init__( + self, + root_task: asyncio.Task, + workers: set[WorkerThread], + idle_workers: deque[WorkerThread], + ): + super().__init__(name="AnyIO worker thread") + self.root_task = root_task + self.workers = workers + self.idle_workers = idle_workers + self.loop = root_task._loop + self.queue: Queue[ + tuple[Context, Callable, tuple, asyncio.Future, CancelScope] | None + ] = Queue(2) + self.idle_since = AsyncIOBackend.current_time() + self.stopping = False + + def _report_result( + self, future: asyncio.Future, result: Any, exc: BaseException | None + ) -> None: + self.idle_since = AsyncIOBackend.current_time() + if not self.stopping: + self.idle_workers.append(self) + + if not future.cancelled(): + if exc is not None: + if isinstance(exc, StopIteration): + new_exc = RuntimeError("coroutine raised StopIteration") + new_exc.__cause__ = exc + exc = new_exc + + future.set_exception(exc) + else: + future.set_result(result) + + def run(self) -> None: + with claim_worker_thread(AsyncIOBackend, self.loop): + while True: + item = self.queue.get() + if item is None: + # Shutdown command received + return + + context, func, args, future, cancel_scope = item + if not future.cancelled(): + result = None + exception: BaseException | None = None + threadlocals.current_cancel_scope = cancel_scope + try: + result = context.run(func, *args) + except BaseException as exc: + exception = exc + finally: + del threadlocals.current_cancel_scope + + if not self.loop.is_closed(): + self.loop.call_soon_threadsafe( + self._report_result, future, result, exception + ) + + self.queue.task_done() + + def stop(self, f: asyncio.Task | None = None) -> None: + self.stopping = True + self.queue.put_nowait(None) + self.workers.discard(self) + try: + self.idle_workers.remove(self) + except ValueError: + pass + + +_threadpool_idle_workers: RunVar[deque[WorkerThread]] = RunVar( + "_threadpool_idle_workers" +) +_threadpool_workers: RunVar[set[WorkerThread]] = RunVar("_threadpool_workers") + + +class BlockingPortal(abc.BlockingPortal): + def __new__(cls) -> BlockingPortal: + return object.__new__(cls) + + def __init__(self) -> None: + super().__init__() + self._loop = get_running_loop() + + def _spawn_task_from_thread( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + name: object, + future: Future[T_Retval], + ) -> None: + AsyncIOBackend.run_sync_from_thread( + partial(self._task_group.start_soon, name=name), + (self._call_func, func, args, kwargs, future), + self._loop, + ) + + +# +# Subprocesses +# + + +@dataclass(eq=False) +class StreamReaderWrapper(abc.ByteReceiveStream): + _stream: asyncio.StreamReader + + async def receive(self, max_bytes: int = 65536) -> bytes: + data = await self._stream.read(max_bytes) + if data: + return data + else: + raise EndOfStream + + async def aclose(self) -> None: + self._stream.set_exception(ClosedResourceError()) + await AsyncIOBackend.checkpoint() + + +@dataclass(eq=False) +class StreamWriterWrapper(abc.ByteSendStream): + _stream: asyncio.StreamWriter + + async def send(self, item: bytes) -> None: + self._stream.write(item) + await self._stream.drain() + + async def aclose(self) -> None: + self._stream.close() + await AsyncIOBackend.checkpoint() + + +@dataclass(eq=False) +class Process(abc.Process): + _process: asyncio.subprocess.Process + _stdin: StreamWriterWrapper | None + _stdout: StreamReaderWrapper | None + _stderr: StreamReaderWrapper | None + + async def aclose(self) -> None: + with CancelScope(shield=True) as scope: + if self._stdin: + await self._stdin.aclose() + if self._stdout: + await self._stdout.aclose() + if self._stderr: + await self._stderr.aclose() + + scope.shield = False + try: + await self.wait() + except BaseException: + scope.shield = True + self.kill() + await self.wait() + raise + + async def wait(self) -> int: + return await self._process.wait() + + def terminate(self) -> None: + self._process.terminate() + + def kill(self) -> None: + self._process.kill() + + def send_signal(self, signal: int) -> None: + self._process.send_signal(signal) + + @property + def pid(self) -> int: + return self._process.pid + + @property + def returncode(self) -> int | None: + return self._process.returncode + + @property + def stdin(self) -> abc.ByteSendStream | None: + return self._stdin + + @property + def stdout(self) -> abc.ByteReceiveStream | None: + return self._stdout + + @property + def stderr(self) -> abc.ByteReceiveStream | None: + return self._stderr + + +def _forcibly_shutdown_process_pool_on_exit( + workers: set[Process], _task: object +) -> None: + """ + Forcibly shuts down worker processes belonging to this event loop.""" + child_watcher: asyncio.AbstractChildWatcher | None = None + if sys.version_info < (3, 12): + try: + child_watcher = asyncio.get_event_loop_policy().get_child_watcher() + except NotImplementedError: + pass + + # Close as much as possible (w/o async/await) to avoid warnings + for process in workers: + if process.returncode is None: + continue + + process._stdin._stream._transport.close() # type: ignore[union-attr] + process._stdout._stream._transport.close() # type: ignore[union-attr] + process._stderr._stream._transport.close() # type: ignore[union-attr] + process.kill() + if child_watcher: + child_watcher.remove_child_handler(process.pid) + + +async def _shutdown_process_pool_on_exit(workers: set[abc.Process]) -> None: + """ + Shuts down worker processes belonging to this event loop. + + NOTE: this only works when the event loop was started using asyncio.run() or + anyio.run(). + + """ + process: abc.Process + try: + await sleep(math.inf) + except asyncio.CancelledError: + for process in workers: + if process.returncode is None: + process.kill() + + for process in workers: + await process.aclose() + + +# +# Sockets and networking +# + + +class StreamProtocol(asyncio.Protocol): + read_queue: deque[bytes] + read_event: asyncio.Event + write_event: asyncio.Event + exception: Exception | None = None + is_at_eof: bool = False + + def connection_made(self, transport: asyncio.BaseTransport) -> None: + self.read_queue = deque() + self.read_event = asyncio.Event() + self.write_event = asyncio.Event() + self.write_event.set() + cast(asyncio.Transport, transport).set_write_buffer_limits(0) + + def connection_lost(self, exc: Exception | None) -> None: + if exc: + self.exception = BrokenResourceError() + self.exception.__cause__ = exc + + self.read_event.set() + self.write_event.set() + + def data_received(self, data: bytes) -> None: + # ProactorEventloop sometimes sends bytearray instead of bytes + self.read_queue.append(bytes(data)) + self.read_event.set() + + def eof_received(self) -> bool | None: + self.is_at_eof = True + self.read_event.set() + return True + + def pause_writing(self) -> None: + self.write_event = asyncio.Event() + + def resume_writing(self) -> None: + self.write_event.set() + + +class DatagramProtocol(asyncio.DatagramProtocol): + read_queue: deque[tuple[bytes, IPSockAddrType]] + read_event: asyncio.Event + write_event: asyncio.Event + exception: Exception | None = None + + def connection_made(self, transport: asyncio.BaseTransport) -> None: + self.read_queue = deque(maxlen=100) # arbitrary value + self.read_event = asyncio.Event() + self.write_event = asyncio.Event() + self.write_event.set() + + def connection_lost(self, exc: Exception | None) -> None: + self.read_event.set() + self.write_event.set() + + def datagram_received(self, data: bytes, addr: IPSockAddrType) -> None: + addr = convert_ipv6_sockaddr(addr) + self.read_queue.append((data, addr)) + self.read_event.set() + + def error_received(self, exc: Exception) -> None: + self.exception = exc + + def pause_writing(self) -> None: + self.write_event.clear() + + def resume_writing(self) -> None: + self.write_event.set() + + +class SocketStream(abc.SocketStream): + def __init__(self, transport: asyncio.Transport, protocol: StreamProtocol): + self._transport = transport + self._protocol = protocol + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + self._closed = False + + @property + def _raw_socket(self) -> socket.socket: + return self._transport.get_extra_info("socket") + + async def receive(self, max_bytes: int = 65536) -> bytes: + with self._receive_guard: + if ( + not self._protocol.read_event.is_set() + and not self._transport.is_closing() + and not self._protocol.is_at_eof + ): + self._transport.resume_reading() + await self._protocol.read_event.wait() + self._transport.pause_reading() + else: + await AsyncIOBackend.checkpoint() + + try: + chunk = self._protocol.read_queue.popleft() + except IndexError: + if self._closed: + raise ClosedResourceError from None + elif self._protocol.exception: + raise self._protocol.exception from None + else: + raise EndOfStream from None + + if len(chunk) > max_bytes: + # Split the oversized chunk + chunk, leftover = chunk[:max_bytes], chunk[max_bytes:] + self._protocol.read_queue.appendleft(leftover) + + # If the read queue is empty, clear the flag so that the next call will + # block until data is available + if not self._protocol.read_queue: + self._protocol.read_event.clear() + + return chunk + + async def send(self, item: bytes) -> None: + with self._send_guard: + await AsyncIOBackend.checkpoint() + + if self._closed: + raise ClosedResourceError + elif self._protocol.exception is not None: + raise self._protocol.exception + + try: + self._transport.write(item) + except RuntimeError as exc: + if self._transport.is_closing(): + raise BrokenResourceError from exc + else: + raise + + await self._protocol.write_event.wait() + + async def send_eof(self) -> None: + try: + self._transport.write_eof() + except OSError: + pass + + async def aclose(self) -> None: + if not self._transport.is_closing(): + self._closed = True + try: + self._transport.write_eof() + except OSError: + pass + + self._transport.close() + await sleep(0) + self._transport.abort() + + +class _RawSocketMixin: + _receive_future: asyncio.Future | None = None + _send_future: asyncio.Future | None = None + _closing = False + + def __init__(self, raw_socket: socket.socket): + self.__raw_socket = raw_socket + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + @property + def _raw_socket(self) -> socket.socket: + return self.__raw_socket + + def _wait_until_readable(self, loop: asyncio.AbstractEventLoop) -> asyncio.Future: + def callback(f: object) -> None: + del self._receive_future + loop.remove_reader(self.__raw_socket) + + f = self._receive_future = asyncio.Future() + loop.add_reader(self.__raw_socket, f.set_result, None) + f.add_done_callback(callback) + return f + + def _wait_until_writable(self, loop: asyncio.AbstractEventLoop) -> asyncio.Future: + def callback(f: object) -> None: + del self._send_future + loop.remove_writer(self.__raw_socket) + + f = self._send_future = asyncio.Future() + loop.add_writer(self.__raw_socket, f.set_result, None) + f.add_done_callback(callback) + return f + + async def aclose(self) -> None: + if not self._closing: + self._closing = True + if self.__raw_socket.fileno() != -1: + self.__raw_socket.close() + + if self._receive_future: + self._receive_future.set_result(None) + if self._send_future: + self._send_future.set_result(None) + + +class UNIXSocketStream(_RawSocketMixin, abc.UNIXSocketStream): + async def send_eof(self) -> None: + with self._send_guard: + self._raw_socket.shutdown(socket.SHUT_WR) + + async def receive(self, max_bytes: int = 65536) -> bytes: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._receive_guard: + while True: + try: + data = self._raw_socket.recv(max_bytes) + except BlockingIOError: + await self._wait_until_readable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + if not data: + raise EndOfStream + + return data + + async def send(self, item: bytes) -> None: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._send_guard: + view = memoryview(item) + while view: + try: + bytes_sent = self._raw_socket.send(view) + except BlockingIOError: + await self._wait_until_writable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + view = view[bytes_sent:] + + async def receive_fds(self, msglen: int, maxfds: int) -> tuple[bytes, list[int]]: + if not isinstance(msglen, int) or msglen < 0: + raise ValueError("msglen must be a non-negative integer") + if not isinstance(maxfds, int) or maxfds < 1: + raise ValueError("maxfds must be a positive integer") + + loop = get_running_loop() + fds = array.array("i") + await AsyncIOBackend.checkpoint() + with self._receive_guard: + while True: + try: + message, ancdata, flags, addr = self._raw_socket.recvmsg( + msglen, socket.CMSG_LEN(maxfds * fds.itemsize) + ) + except BlockingIOError: + await self._wait_until_readable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + if not message and not ancdata: + raise EndOfStream + + break + + for cmsg_level, cmsg_type, cmsg_data in ancdata: + if cmsg_level != socket.SOL_SOCKET or cmsg_type != socket.SCM_RIGHTS: + raise RuntimeError( + f"Received unexpected ancillary data; message = {message!r}, " + f"cmsg_level = {cmsg_level}, cmsg_type = {cmsg_type}" + ) + + fds.frombytes(cmsg_data[: len(cmsg_data) - (len(cmsg_data) % fds.itemsize)]) + + return message, list(fds) + + async def send_fds(self, message: bytes, fds: Collection[int | IOBase]) -> None: + if not message: + raise ValueError("message must not be empty") + if not fds: + raise ValueError("fds must not be empty") + + loop = get_running_loop() + filenos: list[int] = [] + for fd in fds: + if isinstance(fd, int): + filenos.append(fd) + elif isinstance(fd, IOBase): + filenos.append(fd.fileno()) + + fdarray = array.array("i", filenos) + await AsyncIOBackend.checkpoint() + with self._send_guard: + while True: + try: + # The ignore can be removed after mypy picks up + # https://github.com/python/typeshed/pull/5545 + self._raw_socket.sendmsg( + [message], [(socket.SOL_SOCKET, socket.SCM_RIGHTS, fdarray)] + ) + break + except BlockingIOError: + await self._wait_until_writable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + + +class TCPSocketListener(abc.SocketListener): + _accept_scope: CancelScope | None = None + _closed = False + + def __init__(self, raw_socket: socket.socket): + self.__raw_socket = raw_socket + self._loop = cast(asyncio.BaseEventLoop, get_running_loop()) + self._accept_guard = ResourceGuard("accepting connections from") + + @property + def _raw_socket(self) -> socket.socket: + return self.__raw_socket + + async def accept(self) -> abc.SocketStream: + if self._closed: + raise ClosedResourceError + + with self._accept_guard: + await AsyncIOBackend.checkpoint() + with CancelScope() as self._accept_scope: + try: + client_sock, _addr = await self._loop.sock_accept(self._raw_socket) + except asyncio.CancelledError: + # Workaround for https://bugs.python.org/issue41317 + try: + self._loop.remove_reader(self._raw_socket) + except (ValueError, NotImplementedError): + pass + + if self._closed: + raise ClosedResourceError from None + + raise + finally: + self._accept_scope = None + + client_sock.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1) + transport, protocol = await self._loop.connect_accepted_socket( + StreamProtocol, client_sock + ) + return SocketStream(transport, protocol) + + async def aclose(self) -> None: + if self._closed: + return + + self._closed = True + if self._accept_scope: + # Workaround for https://bugs.python.org/issue41317 + try: + self._loop.remove_reader(self._raw_socket) + except (ValueError, NotImplementedError): + pass + + self._accept_scope.cancel() + await sleep(0) + + self._raw_socket.close() + + +class UNIXSocketListener(abc.SocketListener): + def __init__(self, raw_socket: socket.socket): + self.__raw_socket = raw_socket + self._loop = get_running_loop() + self._accept_guard = ResourceGuard("accepting connections from") + self._closed = False + + async def accept(self) -> abc.SocketStream: + await AsyncIOBackend.checkpoint() + with self._accept_guard: + while True: + try: + client_sock, _ = self.__raw_socket.accept() + client_sock.setblocking(False) + return UNIXSocketStream(client_sock) + except BlockingIOError: + f: asyncio.Future = asyncio.Future() + self._loop.add_reader(self.__raw_socket, f.set_result, None) + f.add_done_callback( + lambda _: self._loop.remove_reader(self.__raw_socket) + ) + await f + except OSError as exc: + if self._closed: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + + async def aclose(self) -> None: + self._closed = True + self.__raw_socket.close() + + @property + def _raw_socket(self) -> socket.socket: + return self.__raw_socket + + +class UDPSocket(abc.UDPSocket): + def __init__( + self, transport: asyncio.DatagramTransport, protocol: DatagramProtocol + ): + self._transport = transport + self._protocol = protocol + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + self._closed = False + + @property + def _raw_socket(self) -> socket.socket: + return self._transport.get_extra_info("socket") + + async def aclose(self) -> None: + if not self._transport.is_closing(): + self._closed = True + self._transport.close() + + async def receive(self) -> tuple[bytes, IPSockAddrType]: + with self._receive_guard: + await AsyncIOBackend.checkpoint() + + # If the buffer is empty, ask for more data + if not self._protocol.read_queue and not self._transport.is_closing(): + self._protocol.read_event.clear() + await self._protocol.read_event.wait() + + try: + return self._protocol.read_queue.popleft() + except IndexError: + if self._closed: + raise ClosedResourceError from None + else: + raise BrokenResourceError from None + + async def send(self, item: UDPPacketType) -> None: + with self._send_guard: + await AsyncIOBackend.checkpoint() + await self._protocol.write_event.wait() + if self._closed: + raise ClosedResourceError + elif self._transport.is_closing(): + raise BrokenResourceError + else: + self._transport.sendto(*item) + + +class ConnectedUDPSocket(abc.ConnectedUDPSocket): + def __init__( + self, transport: asyncio.DatagramTransport, protocol: DatagramProtocol + ): + self._transport = transport + self._protocol = protocol + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + self._closed = False + + @property + def _raw_socket(self) -> socket.socket: + return self._transport.get_extra_info("socket") + + async def aclose(self) -> None: + if not self._transport.is_closing(): + self._closed = True + self._transport.close() + + async def receive(self) -> bytes: + with self._receive_guard: + await AsyncIOBackend.checkpoint() + + # If the buffer is empty, ask for more data + if not self._protocol.read_queue and not self._transport.is_closing(): + self._protocol.read_event.clear() + await self._protocol.read_event.wait() + + try: + packet = self._protocol.read_queue.popleft() + except IndexError: + if self._closed: + raise ClosedResourceError from None + else: + raise BrokenResourceError from None + + return packet[0] + + async def send(self, item: bytes) -> None: + with self._send_guard: + await AsyncIOBackend.checkpoint() + await self._protocol.write_event.wait() + if self._closed: + raise ClosedResourceError + elif self._transport.is_closing(): + raise BrokenResourceError + else: + self._transport.sendto(item) + + +class UNIXDatagramSocket(_RawSocketMixin, abc.UNIXDatagramSocket): + async def receive(self) -> UNIXDatagramPacketType: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._receive_guard: + while True: + try: + data = self._raw_socket.recvfrom(65536) + except BlockingIOError: + await self._wait_until_readable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + return data + + async def send(self, item: UNIXDatagramPacketType) -> None: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._send_guard: + while True: + try: + self._raw_socket.sendto(*item) + except BlockingIOError: + await self._wait_until_writable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + return + + +class ConnectedUNIXDatagramSocket(_RawSocketMixin, abc.ConnectedUNIXDatagramSocket): + async def receive(self) -> bytes: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._receive_guard: + while True: + try: + data = self._raw_socket.recv(65536) + except BlockingIOError: + await self._wait_until_readable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + return data + + async def send(self, item: bytes) -> None: + loop = get_running_loop() + await AsyncIOBackend.checkpoint() + with self._send_guard: + while True: + try: + self._raw_socket.send(item) + except BlockingIOError: + await self._wait_until_writable(loop) + except OSError as exc: + if self._closing: + raise ClosedResourceError from None + else: + raise BrokenResourceError from exc + else: + return + + +_read_events: RunVar[dict[int, asyncio.Event]] = RunVar("read_events") +_write_events: RunVar[dict[int, asyncio.Event]] = RunVar("write_events") + + +# +# Synchronization +# + + +class Event(BaseEvent): + def __new__(cls) -> Event: + return object.__new__(cls) + + def __init__(self) -> None: + self._event = asyncio.Event() + + def set(self) -> None: + self._event.set() + + def is_set(self) -> bool: + return self._event.is_set() + + async def wait(self) -> None: + if self.is_set(): + await AsyncIOBackend.checkpoint() + else: + await self._event.wait() + + def statistics(self) -> EventStatistics: + return EventStatistics(len(self._event._waiters)) + + +class Lock(BaseLock): + def __new__(cls, *, fast_acquire: bool = False) -> Lock: + return object.__new__(cls) + + def __init__(self, *, fast_acquire: bool = False) -> None: + self._fast_acquire = fast_acquire + self._owner_task: asyncio.Task | None = None + self._waiters: deque[tuple[asyncio.Task, asyncio.Future]] = deque() + + async def acquire(self) -> None: + task = cast(asyncio.Task, current_task()) + if self._owner_task is None and not self._waiters: + await AsyncIOBackend.checkpoint_if_cancelled() + self._owner_task = task + + # Unless on the "fast path", yield control of the event loop so that other + # tasks can run too + if not self._fast_acquire: + try: + await AsyncIOBackend.cancel_shielded_checkpoint() + except CancelledError: + self.release() + raise + + return + + if self._owner_task == task: + raise RuntimeError("Attempted to acquire an already held Lock") + + fut: asyncio.Future[None] = asyncio.Future() + item = task, fut + self._waiters.append(item) + try: + await fut + except CancelledError: + self._waiters.remove(item) + if self._owner_task is task: + self.release() + + raise + + self._waiters.remove(item) + + def acquire_nowait(self) -> None: + task = cast(asyncio.Task, current_task()) + if self._owner_task is None and not self._waiters: + self._owner_task = task + return + + if self._owner_task is task: + raise RuntimeError("Attempted to acquire an already held Lock") + + raise WouldBlock + + def locked(self) -> bool: + return self._owner_task is not None + + def release(self) -> None: + if self._owner_task != current_task(): + raise RuntimeError("The current task is not holding this lock") + + for task, fut in self._waiters: + if not fut.cancelled(): + self._owner_task = task + fut.set_result(None) + return + + self._owner_task = None + + def statistics(self) -> LockStatistics: + task_info = AsyncIOTaskInfo(self._owner_task) if self._owner_task else None + return LockStatistics(self.locked(), task_info, len(self._waiters)) + + +class Semaphore(BaseSemaphore): + def __new__( + cls, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ) -> Semaphore: + return object.__new__(cls) + + def __init__( + self, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ): + super().__init__(initial_value, max_value=max_value) + self._value = initial_value + self._max_value = max_value + self._fast_acquire = fast_acquire + self._waiters: deque[asyncio.Future[None]] = deque() + + async def acquire(self) -> None: + if self._value > 0 and not self._waiters: + await AsyncIOBackend.checkpoint_if_cancelled() + self._value -= 1 + + # Unless on the "fast path", yield control of the event loop so that other + # tasks can run too + if not self._fast_acquire: + try: + await AsyncIOBackend.cancel_shielded_checkpoint() + except CancelledError: + self.release() + raise + + return + + fut: asyncio.Future[None] = asyncio.Future() + self._waiters.append(fut) + try: + await fut + except CancelledError: + try: + self._waiters.remove(fut) + except ValueError: + self.release() + + raise + + def acquire_nowait(self) -> None: + if self._value == 0: + raise WouldBlock + + self._value -= 1 + + def release(self) -> None: + if self._max_value is not None and self._value == self._max_value: + raise ValueError("semaphore released too many times") + + for fut in self._waiters: + if not fut.cancelled(): + fut.set_result(None) + self._waiters.remove(fut) + return + + self._value += 1 + + @property + def value(self) -> int: + return self._value + + @property + def max_value(self) -> int | None: + return self._max_value + + def statistics(self) -> SemaphoreStatistics: + return SemaphoreStatistics(len(self._waiters)) + + +class CapacityLimiter(BaseCapacityLimiter): + _total_tokens: float = 0 + + def __new__(cls, total_tokens: float) -> CapacityLimiter: + return object.__new__(cls) + + def __init__(self, total_tokens: float): + self._borrowers: set[Any] = set() + self._wait_queue: OrderedDict[Any, asyncio.Event] = OrderedDict() + self.total_tokens = total_tokens + + async def __aenter__(self) -> None: + await self.acquire() + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> None: + self.release() + + @property + def total_tokens(self) -> float: + return self._total_tokens + + @total_tokens.setter + def total_tokens(self, value: float) -> None: + if not isinstance(value, int) and not math.isinf(value): + raise TypeError("total_tokens must be an int or math.inf") + if value < 1: + raise ValueError("total_tokens must be >= 1") + + waiters_to_notify = max(value - self._total_tokens, 0) + self._total_tokens = value + + # Notify waiting tasks that they have acquired the limiter + while self._wait_queue and waiters_to_notify: + event = self._wait_queue.popitem(last=False)[1] + event.set() + waiters_to_notify -= 1 + + @property + def borrowed_tokens(self) -> int: + return len(self._borrowers) + + @property + def available_tokens(self) -> float: + return self._total_tokens - len(self._borrowers) + + def acquire_nowait(self) -> None: + self.acquire_on_behalf_of_nowait(current_task()) + + def acquire_on_behalf_of_nowait(self, borrower: object) -> None: + if borrower in self._borrowers: + raise RuntimeError( + "this borrower is already holding one of this CapacityLimiter's " + "tokens" + ) + + if self._wait_queue or len(self._borrowers) >= self._total_tokens: + raise WouldBlock + + self._borrowers.add(borrower) + + async def acquire(self) -> None: + return await self.acquire_on_behalf_of(current_task()) + + async def acquire_on_behalf_of(self, borrower: object) -> None: + await AsyncIOBackend.checkpoint_if_cancelled() + try: + self.acquire_on_behalf_of_nowait(borrower) + except WouldBlock: + event = asyncio.Event() + self._wait_queue[borrower] = event + try: + await event.wait() + except BaseException: + self._wait_queue.pop(borrower, None) + raise + + self._borrowers.add(borrower) + else: + try: + await AsyncIOBackend.cancel_shielded_checkpoint() + except BaseException: + self.release() + raise + + def release(self) -> None: + self.release_on_behalf_of(current_task()) + + def release_on_behalf_of(self, borrower: object) -> None: + try: + self._borrowers.remove(borrower) + except KeyError: + raise RuntimeError( + "this borrower isn't holding any of this CapacityLimiter's tokens" + ) from None + + # Notify the next task in line if this limiter has free capacity now + if self._wait_queue and len(self._borrowers) < self._total_tokens: + event = self._wait_queue.popitem(last=False)[1] + event.set() + + def statistics(self) -> CapacityLimiterStatistics: + return CapacityLimiterStatistics( + self.borrowed_tokens, + self.total_tokens, + tuple(self._borrowers), + len(self._wait_queue), + ) + + +_default_thread_limiter: RunVar[CapacityLimiter] = RunVar("_default_thread_limiter") + + +# +# Operating system signals +# + + +class _SignalReceiver: + def __init__(self, signals: tuple[Signals, ...]): + self._signals = signals + self._loop = get_running_loop() + self._signal_queue: deque[Signals] = deque() + self._future: asyncio.Future = asyncio.Future() + self._handled_signals: set[Signals] = set() + + def _deliver(self, signum: Signals) -> None: + self._signal_queue.append(signum) + if not self._future.done(): + self._future.set_result(None) + + def __enter__(self) -> _SignalReceiver: + for sig in set(self._signals): + self._loop.add_signal_handler(sig, self._deliver, sig) + self._handled_signals.add(sig) + + return self + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + for sig in self._handled_signals: + self._loop.remove_signal_handler(sig) + return None + + def __aiter__(self) -> _SignalReceiver: + return self + + async def __anext__(self) -> Signals: + await AsyncIOBackend.checkpoint() + if not self._signal_queue: + self._future = asyncio.Future() + await self._future + + return self._signal_queue.popleft() + + +# +# Testing and debugging +# + + +class AsyncIOTaskInfo(TaskInfo): + def __init__(self, task: asyncio.Task): + task_state = _task_states.get(task) + if task_state is None: + parent_id = None + else: + parent_id = task_state.parent_id + + coro = task.get_coro() + assert coro is not None, "created TaskInfo from a completed Task" + super().__init__(id(task), parent_id, task.get_name(), coro) + self._task = weakref.ref(task) + + def has_pending_cancellation(self) -> bool: + if not (task := self._task()): + # If the task isn't around anymore, it won't have a pending cancellation + return False + + if task._must_cancel: # type: ignore[attr-defined] + return True + elif ( + isinstance(task._fut_waiter, asyncio.Future) # type: ignore[attr-defined] + and task._fut_waiter.cancelled() # type: ignore[attr-defined] + ): + return True + + if task_state := _task_states.get(task): + if cancel_scope := task_state.cancel_scope: + return cancel_scope._effectively_cancelled + + return False + + +class TestRunner(abc.TestRunner): + _send_stream: MemoryObjectSendStream[tuple[Awaitable[Any], asyncio.Future[Any]]] + + def __init__( + self, + *, + debug: bool | None = None, + use_uvloop: bool = False, + loop_factory: Callable[[], AbstractEventLoop] | None = None, + ) -> None: + if use_uvloop and loop_factory is None: + import uvloop + + loop_factory = uvloop.new_event_loop + + self._runner = Runner(debug=debug, loop_factory=loop_factory) + self._exceptions: list[BaseException] = [] + self._runner_task: asyncio.Task | None = None + + def __enter__(self) -> TestRunner: + self._runner.__enter__() + self.get_loop().set_exception_handler(self._exception_handler) + return self + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> None: + self._runner.__exit__(exc_type, exc_val, exc_tb) + + def get_loop(self) -> AbstractEventLoop: + return self._runner.get_loop() + + def _exception_handler( + self, loop: asyncio.AbstractEventLoop, context: dict[str, Any] + ) -> None: + if isinstance(context.get("exception"), Exception): + self._exceptions.append(context["exception"]) + else: + loop.default_exception_handler(context) + + def _raise_async_exceptions(self) -> None: + # Re-raise any exceptions raised in asynchronous callbacks + if self._exceptions: + exceptions, self._exceptions = self._exceptions, [] + if len(exceptions) == 1: + raise exceptions[0] + elif exceptions: + raise BaseExceptionGroup( + "Multiple exceptions occurred in asynchronous callbacks", exceptions + ) + + async def _run_tests_and_fixtures( + self, + receive_stream: MemoryObjectReceiveStream[ + tuple[Awaitable[T_Retval], asyncio.Future[T_Retval]] + ], + ) -> None: + from _pytest.outcomes import OutcomeException + + with receive_stream, self._send_stream: + async for coro, future in receive_stream: + try: + retval = await coro + except CancelledError as exc: + if not future.cancelled(): + future.cancel(*exc.args) + + raise + except BaseException as exc: + if not future.cancelled(): + future.set_exception(exc) + + if not isinstance(exc, (Exception, OutcomeException)): + raise + else: + if not future.cancelled(): + future.set_result(retval) + + async def _call_in_runner_task( + self, + func: Callable[P, Awaitable[T_Retval]], + *args: P.args, + **kwargs: P.kwargs, + ) -> T_Retval: + if not self._runner_task: + self._send_stream, receive_stream = create_memory_object_stream[ + tuple[Awaitable[Any], asyncio.Future] + ](1) + self._runner_task = self.get_loop().create_task( + self._run_tests_and_fixtures(receive_stream) + ) + + coro = func(*args, **kwargs) + future: asyncio.Future[T_Retval] = self.get_loop().create_future() + self._send_stream.send_nowait((coro, future)) + return await future + + def run_asyncgen_fixture( + self, + fixture_func: Callable[..., AsyncGenerator[T_Retval, Any]], + kwargs: dict[str, Any], + ) -> Iterable[T_Retval]: + asyncgen = fixture_func(**kwargs) + fixturevalue: T_Retval = self.get_loop().run_until_complete( + self._call_in_runner_task(asyncgen.asend, None) + ) + self._raise_async_exceptions() + + yield fixturevalue + + try: + self.get_loop().run_until_complete( + self._call_in_runner_task(asyncgen.asend, None) + ) + except StopAsyncIteration: + self._raise_async_exceptions() + else: + self.get_loop().run_until_complete(asyncgen.aclose()) + raise RuntimeError("Async generator fixture did not stop") + + def run_fixture( + self, + fixture_func: Callable[..., Coroutine[Any, Any, T_Retval]], + kwargs: dict[str, Any], + ) -> T_Retval: + retval = self.get_loop().run_until_complete( + self._call_in_runner_task(fixture_func, **kwargs) + ) + self._raise_async_exceptions() + return retval + + def run_test( + self, test_func: Callable[..., Coroutine[Any, Any, Any]], kwargs: dict[str, Any] + ) -> None: + try: + self.get_loop().run_until_complete( + self._call_in_runner_task(test_func, **kwargs) + ) + except Exception as exc: + self._exceptions.append(exc) + + self._raise_async_exceptions() + + +class AsyncIOBackend(AsyncBackend): + @classmethod + def run( + cls, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + options: dict[str, Any], + ) -> T_Retval: + @wraps(func) + async def wrapper() -> T_Retval: + task = cast(asyncio.Task, current_task()) + task.set_name(get_callable_name(func)) + _task_states[task] = TaskState(None, None) + + try: + return await func(*args) + finally: + del _task_states[task] + + debug = options.get("debug", None) + loop_factory = options.get("loop_factory", None) + if loop_factory is None and options.get("use_uvloop", False): + import uvloop + + loop_factory = uvloop.new_event_loop + + with Runner(debug=debug, loop_factory=loop_factory) as runner: + return runner.run(wrapper()) + + @classmethod + def current_token(cls) -> object: + return get_running_loop() + + @classmethod + def current_time(cls) -> float: + return get_running_loop().time() + + @classmethod + def cancelled_exception_class(cls) -> type[BaseException]: + return CancelledError + + @classmethod + async def checkpoint(cls) -> None: + await sleep(0) + + @classmethod + async def checkpoint_if_cancelled(cls) -> None: + task = current_task() + if task is None: + return + + try: + cancel_scope = _task_states[task].cancel_scope + except KeyError: + return + + while cancel_scope: + if cancel_scope.cancel_called: + await sleep(0) + elif cancel_scope.shield: + break + else: + cancel_scope = cancel_scope._parent_scope + + @classmethod + async def cancel_shielded_checkpoint(cls) -> None: + with CancelScope(shield=True): + await sleep(0) + + @classmethod + async def sleep(cls, delay: float) -> None: + await sleep(delay) + + @classmethod + def create_cancel_scope( + cls, *, deadline: float = math.inf, shield: bool = False + ) -> CancelScope: + return CancelScope(deadline=deadline, shield=shield) + + @classmethod + def current_effective_deadline(cls) -> float: + if (task := current_task()) is None: + return math.inf + + try: + cancel_scope = _task_states[task].cancel_scope + except KeyError: + return math.inf + + deadline = math.inf + while cancel_scope: + deadline = min(deadline, cancel_scope.deadline) + if cancel_scope._cancel_called: + deadline = -math.inf + break + elif cancel_scope.shield: + break + else: + cancel_scope = cancel_scope._parent_scope + + return deadline + + @classmethod + def create_task_group(cls) -> abc.TaskGroup: + return TaskGroup() + + @classmethod + def create_event(cls) -> abc.Event: + return Event() + + @classmethod + def create_lock(cls, *, fast_acquire: bool) -> abc.Lock: + return Lock(fast_acquire=fast_acquire) + + @classmethod + def create_semaphore( + cls, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ) -> abc.Semaphore: + return Semaphore(initial_value, max_value=max_value, fast_acquire=fast_acquire) + + @classmethod + def create_capacity_limiter(cls, total_tokens: float) -> abc.CapacityLimiter: + return CapacityLimiter(total_tokens) + + @classmethod + async def run_sync_in_worker_thread( + cls, + func: Callable[[Unpack[PosArgsT]], T_Retval], + args: tuple[Unpack[PosArgsT]], + abandon_on_cancel: bool = False, + limiter: abc.CapacityLimiter | None = None, + ) -> T_Retval: + await cls.checkpoint() + + # If this is the first run in this event loop thread, set up the necessary + # variables + try: + idle_workers = _threadpool_idle_workers.get() + workers = _threadpool_workers.get() + except LookupError: + idle_workers = deque() + workers = set() + _threadpool_idle_workers.set(idle_workers) + _threadpool_workers.set(workers) + + async with limiter or cls.current_default_thread_limiter(): + with CancelScope(shield=not abandon_on_cancel) as scope: + future: asyncio.Future = asyncio.Future() + root_task = find_root_task() + if not idle_workers: + worker = WorkerThread(root_task, workers, idle_workers) + worker.start() + workers.add(worker) + root_task.add_done_callback(worker.stop) + else: + worker = idle_workers.pop() + + # Prune any other workers that have been idle for MAX_IDLE_TIME + # seconds or longer + now = cls.current_time() + while idle_workers: + if ( + now - idle_workers[0].idle_since + < WorkerThread.MAX_IDLE_TIME + ): + break + + expired_worker = idle_workers.popleft() + expired_worker.root_task.remove_done_callback( + expired_worker.stop + ) + expired_worker.stop() + + context = copy_context() + context.run(sniffio.current_async_library_cvar.set, None) + if abandon_on_cancel or scope._parent_scope is None: + worker_scope = scope + else: + worker_scope = scope._parent_scope + + worker.queue.put_nowait((context, func, args, future, worker_scope)) + return await future + + @classmethod + def check_cancelled(cls) -> None: + scope: CancelScope | None = threadlocals.current_cancel_scope + while scope is not None: + if scope.cancel_called: + raise CancelledError(f"Cancelled by cancel scope {id(scope):x}") + + if scope.shield: + return + + scope = scope._parent_scope + + @classmethod + def run_async_from_thread( + cls, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + args: tuple[Unpack[PosArgsT]], + token: object, + ) -> T_Retval: + async def task_wrapper(scope: CancelScope) -> T_Retval: + __tracebackhide__ = True + task = cast(asyncio.Task, current_task()) + _task_states[task] = TaskState(None, scope) + scope._tasks.add(task) + try: + return await func(*args) + except CancelledError as exc: + raise concurrent.futures.CancelledError(str(exc)) from None + finally: + scope._tasks.discard(task) + + loop = cast(AbstractEventLoop, token) + context = copy_context() + context.run(sniffio.current_async_library_cvar.set, "asyncio") + wrapper = task_wrapper(threadlocals.current_cancel_scope) + f: concurrent.futures.Future[T_Retval] = context.run( + asyncio.run_coroutine_threadsafe, wrapper, loop + ) + return f.result() + + @classmethod + def run_sync_from_thread( + cls, + func: Callable[[Unpack[PosArgsT]], T_Retval], + args: tuple[Unpack[PosArgsT]], + token: object, + ) -> T_Retval: + @wraps(func) + def wrapper() -> None: + try: + sniffio.current_async_library_cvar.set("asyncio") + f.set_result(func(*args)) + except BaseException as exc: + f.set_exception(exc) + if not isinstance(exc, Exception): + raise + + f: concurrent.futures.Future[T_Retval] = Future() + loop = cast(AbstractEventLoop, token) + loop.call_soon_threadsafe(wrapper) + return f.result() + + @classmethod + def create_blocking_portal(cls) -> abc.BlockingPortal: + return BlockingPortal() + + @classmethod + async def open_process( + cls, + command: StrOrBytesPath | Sequence[StrOrBytesPath], + *, + stdin: int | IO[Any] | None, + stdout: int | IO[Any] | None, + stderr: int | IO[Any] | None, + **kwargs: Any, + ) -> Process: + await cls.checkpoint() + if isinstance(command, PathLike): + command = os.fspath(command) + + if isinstance(command, (str, bytes)): + process = await asyncio.create_subprocess_shell( + command, + stdin=stdin, + stdout=stdout, + stderr=stderr, + **kwargs, + ) + else: + process = await asyncio.create_subprocess_exec( + *command, + stdin=stdin, + stdout=stdout, + stderr=stderr, + **kwargs, + ) + + stdin_stream = StreamWriterWrapper(process.stdin) if process.stdin else None + stdout_stream = StreamReaderWrapper(process.stdout) if process.stdout else None + stderr_stream = StreamReaderWrapper(process.stderr) if process.stderr else None + return Process(process, stdin_stream, stdout_stream, stderr_stream) + + @classmethod + def setup_process_pool_exit_at_shutdown(cls, workers: set[abc.Process]) -> None: + create_task( + _shutdown_process_pool_on_exit(workers), + name="AnyIO process pool shutdown task", + ) + find_root_task().add_done_callback( + partial(_forcibly_shutdown_process_pool_on_exit, workers) # type:ignore[arg-type] + ) + + @classmethod + async def connect_tcp( + cls, host: str, port: int, local_address: IPSockAddrType | None = None + ) -> abc.SocketStream: + transport, protocol = cast( + tuple[asyncio.Transport, StreamProtocol], + await get_running_loop().create_connection( + StreamProtocol, host, port, local_addr=local_address + ), + ) + transport.pause_reading() + return SocketStream(transport, protocol) + + @classmethod + async def connect_unix(cls, path: str | bytes) -> abc.UNIXSocketStream: + await cls.checkpoint() + loop = get_running_loop() + raw_socket = socket.socket(socket.AF_UNIX) + raw_socket.setblocking(False) + while True: + try: + raw_socket.connect(path) + except BlockingIOError: + f: asyncio.Future = asyncio.Future() + loop.add_writer(raw_socket, f.set_result, None) + f.add_done_callback(lambda _: loop.remove_writer(raw_socket)) + await f + except BaseException: + raw_socket.close() + raise + else: + return UNIXSocketStream(raw_socket) + + @classmethod + def create_tcp_listener(cls, sock: socket.socket) -> SocketListener: + return TCPSocketListener(sock) + + @classmethod + def create_unix_listener(cls, sock: socket.socket) -> SocketListener: + return UNIXSocketListener(sock) + + @classmethod + async def create_udp_socket( + cls, + family: AddressFamily, + local_address: IPSockAddrType | None, + remote_address: IPSockAddrType | None, + reuse_port: bool, + ) -> UDPSocket | ConnectedUDPSocket: + transport, protocol = await get_running_loop().create_datagram_endpoint( + DatagramProtocol, + local_addr=local_address, + remote_addr=remote_address, + family=family, + reuse_port=reuse_port, + ) + if protocol.exception: + transport.close() + raise protocol.exception + + if not remote_address: + return UDPSocket(transport, protocol) + else: + return ConnectedUDPSocket(transport, protocol) + + @classmethod + async def create_unix_datagram_socket( # type: ignore[override] + cls, raw_socket: socket.socket, remote_path: str | bytes | None + ) -> abc.UNIXDatagramSocket | abc.ConnectedUNIXDatagramSocket: + await cls.checkpoint() + loop = get_running_loop() + + if remote_path: + while True: + try: + raw_socket.connect(remote_path) + except BlockingIOError: + f: asyncio.Future = asyncio.Future() + loop.add_writer(raw_socket, f.set_result, None) + f.add_done_callback(lambda _: loop.remove_writer(raw_socket)) + await f + except BaseException: + raw_socket.close() + raise + else: + return ConnectedUNIXDatagramSocket(raw_socket) + else: + return UNIXDatagramSocket(raw_socket) + + @classmethod + async def getaddrinfo( + cls, + host: bytes | str | None, + port: str | int | None, + *, + family: int | AddressFamily = 0, + type: int | SocketKind = 0, + proto: int = 0, + flags: int = 0, + ) -> list[ + tuple[ + AddressFamily, + SocketKind, + int, + str, + tuple[str, int] | tuple[str, int, int, int], + ] + ]: + return await get_running_loop().getaddrinfo( + host, port, family=family, type=type, proto=proto, flags=flags + ) + + @classmethod + async def getnameinfo( + cls, sockaddr: IPSockAddrType, flags: int = 0 + ) -> tuple[str, str]: + return await get_running_loop().getnameinfo(sockaddr, flags) + + @classmethod + async def wait_readable(cls, obj: FileDescriptorLike) -> None: + await cls.checkpoint() + try: + read_events = _read_events.get() + except LookupError: + read_events = {} + _read_events.set(read_events) + + if not isinstance(obj, int): + obj = obj.fileno() + + if read_events.get(obj): + raise BusyResourceError("reading from") + + loop = get_running_loop() + event = asyncio.Event() + try: + loop.add_reader(obj, event.set) + except NotImplementedError: + from anyio._core._asyncio_selector_thread import get_selector + + selector = get_selector() + selector.add_reader(obj, event.set) + remove_reader = selector.remove_reader + else: + remove_reader = loop.remove_reader + + read_events[obj] = event + try: + await event.wait() + finally: + remove_reader(obj) + del read_events[obj] + + @classmethod + async def wait_writable(cls, obj: FileDescriptorLike) -> None: + await cls.checkpoint() + try: + write_events = _write_events.get() + except LookupError: + write_events = {} + _write_events.set(write_events) + + if not isinstance(obj, int): + obj = obj.fileno() + + if write_events.get(obj): + raise BusyResourceError("writing to") + + loop = get_running_loop() + event = asyncio.Event() + try: + loop.add_writer(obj, event.set) + except NotImplementedError: + from anyio._core._asyncio_selector_thread import get_selector + + selector = get_selector() + selector.add_writer(obj, event.set) + remove_writer = selector.remove_writer + else: + remove_writer = loop.remove_writer + + write_events[obj] = event + try: + await event.wait() + finally: + del write_events[obj] + remove_writer(obj) + + @classmethod + def current_default_thread_limiter(cls) -> CapacityLimiter: + try: + return _default_thread_limiter.get() + except LookupError: + limiter = CapacityLimiter(40) + _default_thread_limiter.set(limiter) + return limiter + + @classmethod + def open_signal_receiver( + cls, *signals: Signals + ) -> AbstractContextManager[AsyncIterator[Signals]]: + return _SignalReceiver(signals) + + @classmethod + def get_current_task(cls) -> TaskInfo: + return AsyncIOTaskInfo(current_task()) # type: ignore[arg-type] + + @classmethod + def get_running_tasks(cls) -> Sequence[TaskInfo]: + return [AsyncIOTaskInfo(task) for task in all_tasks() if not task.done()] + + @classmethod + async def wait_all_tasks_blocked(cls) -> None: + await cls.checkpoint() + this_task = current_task() + while True: + for task in all_tasks(): + if task is this_task: + continue + + waiter = task._fut_waiter # type: ignore[attr-defined] + if waiter is None or waiter.done(): + await sleep(0.1) + break + else: + return + + @classmethod + def create_test_runner(cls, options: dict[str, Any]) -> TestRunner: + return TestRunner(**options) + + +backend_class = AsyncIOBackend diff --git a/vllm/lib/python3.10/site-packages/anyio/_backends/_trio.py b/vllm/lib/python3.10/site-packages/anyio/_backends/_trio.py new file mode 100644 index 0000000000000000000000000000000000000000..70a0a6057815fde3a97047641a078cd7c2675676 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_backends/_trio.py @@ -0,0 +1,1334 @@ +from __future__ import annotations + +import array +import math +import os +import socket +import sys +import types +import weakref +from collections.abc import ( + AsyncGenerator, + AsyncIterator, + Awaitable, + Callable, + Collection, + Coroutine, + Iterable, + Sequence, +) +from concurrent.futures import Future +from contextlib import AbstractContextManager +from dataclasses import dataclass +from functools import partial +from io import IOBase +from os import PathLike +from signal import Signals +from socket import AddressFamily, SocketKind +from types import TracebackType +from typing import ( + IO, + TYPE_CHECKING, + Any, + Generic, + NoReturn, + TypeVar, + cast, + overload, +) + +import trio.from_thread +import trio.lowlevel +from outcome import Error, Outcome, Value +from trio.lowlevel import ( + current_root_task, + current_task, + wait_readable, + wait_writable, +) +from trio.socket import SocketType as TrioSocketType +from trio.to_thread import run_sync + +from .. import ( + CapacityLimiterStatistics, + EventStatistics, + LockStatistics, + TaskInfo, + WouldBlock, + abc, +) +from .._core._eventloop import claim_worker_thread +from .._core._exceptions import ( + BrokenResourceError, + BusyResourceError, + ClosedResourceError, + EndOfStream, +) +from .._core._sockets import convert_ipv6_sockaddr +from .._core._streams import create_memory_object_stream +from .._core._synchronization import ( + CapacityLimiter as BaseCapacityLimiter, +) +from .._core._synchronization import Event as BaseEvent +from .._core._synchronization import Lock as BaseLock +from .._core._synchronization import ( + ResourceGuard, + SemaphoreStatistics, +) +from .._core._synchronization import Semaphore as BaseSemaphore +from .._core._tasks import CancelScope as BaseCancelScope +from ..abc import IPSockAddrType, UDPPacketType, UNIXDatagramPacketType +from ..abc._eventloop import AsyncBackend, StrOrBytesPath +from ..streams.memory import MemoryObjectSendStream + +if TYPE_CHECKING: + from _typeshed import HasFileno + +if sys.version_info >= (3, 10): + from typing import ParamSpec +else: + from typing_extensions import ParamSpec + +if sys.version_info >= (3, 11): + from typing import TypeVarTuple, Unpack +else: + from exceptiongroup import BaseExceptionGroup + from typing_extensions import TypeVarTuple, Unpack + +T = TypeVar("T") +T_Retval = TypeVar("T_Retval") +T_SockAddr = TypeVar("T_SockAddr", str, IPSockAddrType) +PosArgsT = TypeVarTuple("PosArgsT") +P = ParamSpec("P") + + +# +# Event loop +# + +RunVar = trio.lowlevel.RunVar + + +# +# Timeouts and cancellation +# + + +class CancelScope(BaseCancelScope): + def __new__( + cls, original: trio.CancelScope | None = None, **kwargs: object + ) -> CancelScope: + return object.__new__(cls) + + def __init__(self, original: trio.CancelScope | None = None, **kwargs: Any) -> None: + self.__original = original or trio.CancelScope(**kwargs) + + def __enter__(self) -> CancelScope: + self.__original.__enter__() + return self + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + # https://github.com/python-trio/trio-typing/pull/79 + return self.__original.__exit__(exc_type, exc_val, exc_tb) + + def cancel(self) -> None: + self.__original.cancel() + + @property + def deadline(self) -> float: + return self.__original.deadline + + @deadline.setter + def deadline(self, value: float) -> None: + self.__original.deadline = value + + @property + def cancel_called(self) -> bool: + return self.__original.cancel_called + + @property + def cancelled_caught(self) -> bool: + return self.__original.cancelled_caught + + @property + def shield(self) -> bool: + return self.__original.shield + + @shield.setter + def shield(self, value: bool) -> None: + self.__original.shield = value + + +# +# Task groups +# + + +class TaskGroup(abc.TaskGroup): + def __init__(self) -> None: + self._active = False + self._nursery_manager = trio.open_nursery(strict_exception_groups=True) + self.cancel_scope = None # type: ignore[assignment] + + async def __aenter__(self) -> TaskGroup: + self._active = True + self._nursery = await self._nursery_manager.__aenter__() + self.cancel_scope = CancelScope(self._nursery.cancel_scope) + return self + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + try: + return await self._nursery_manager.__aexit__(exc_type, exc_val, exc_tb) + except BaseExceptionGroup as exc: + if not exc.split(trio.Cancelled)[1]: + raise trio.Cancelled._create() from exc + + raise + finally: + del exc_val, exc_tb + self._active = False + + def start_soon( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[Any]], + *args: Unpack[PosArgsT], + name: object = None, + ) -> None: + if not self._active: + raise RuntimeError( + "This task group is not active; no new tasks can be started." + ) + + self._nursery.start_soon(func, *args, name=name) + + async def start( + self, func: Callable[..., Awaitable[Any]], *args: object, name: object = None + ) -> Any: + if not self._active: + raise RuntimeError( + "This task group is not active; no new tasks can be started." + ) + + return await self._nursery.start(func, *args, name=name) + + +# +# Threads +# + + +class BlockingPortal(abc.BlockingPortal): + def __new__(cls) -> BlockingPortal: + return object.__new__(cls) + + def __init__(self) -> None: + super().__init__() + self._token = trio.lowlevel.current_trio_token() + + def _spawn_task_from_thread( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + name: object, + future: Future[T_Retval], + ) -> None: + trio.from_thread.run_sync( + partial(self._task_group.start_soon, name=name), + self._call_func, + func, + args, + kwargs, + future, + trio_token=self._token, + ) + + +# +# Subprocesses +# + + +@dataclass(eq=False) +class ReceiveStreamWrapper(abc.ByteReceiveStream): + _stream: trio.abc.ReceiveStream + + async def receive(self, max_bytes: int | None = None) -> bytes: + try: + data = await self._stream.receive_some(max_bytes) + except trio.ClosedResourceError as exc: + raise ClosedResourceError from exc.__cause__ + except trio.BrokenResourceError as exc: + raise BrokenResourceError from exc.__cause__ + + if data: + return data + else: + raise EndOfStream + + async def aclose(self) -> None: + await self._stream.aclose() + + +@dataclass(eq=False) +class SendStreamWrapper(abc.ByteSendStream): + _stream: trio.abc.SendStream + + async def send(self, item: bytes) -> None: + try: + await self._stream.send_all(item) + except trio.ClosedResourceError as exc: + raise ClosedResourceError from exc.__cause__ + except trio.BrokenResourceError as exc: + raise BrokenResourceError from exc.__cause__ + + async def aclose(self) -> None: + await self._stream.aclose() + + +@dataclass(eq=False) +class Process(abc.Process): + _process: trio.Process + _stdin: abc.ByteSendStream | None + _stdout: abc.ByteReceiveStream | None + _stderr: abc.ByteReceiveStream | None + + async def aclose(self) -> None: + with CancelScope(shield=True): + if self._stdin: + await self._stdin.aclose() + if self._stdout: + await self._stdout.aclose() + if self._stderr: + await self._stderr.aclose() + + try: + await self.wait() + except BaseException: + self.kill() + with CancelScope(shield=True): + await self.wait() + raise + + async def wait(self) -> int: + return await self._process.wait() + + def terminate(self) -> None: + self._process.terminate() + + def kill(self) -> None: + self._process.kill() + + def send_signal(self, signal: Signals) -> None: + self._process.send_signal(signal) + + @property + def pid(self) -> int: + return self._process.pid + + @property + def returncode(self) -> int | None: + return self._process.returncode + + @property + def stdin(self) -> abc.ByteSendStream | None: + return self._stdin + + @property + def stdout(self) -> abc.ByteReceiveStream | None: + return self._stdout + + @property + def stderr(self) -> abc.ByteReceiveStream | None: + return self._stderr + + +class _ProcessPoolShutdownInstrument(trio.abc.Instrument): + def after_run(self) -> None: + super().after_run() + + +current_default_worker_process_limiter: trio.lowlevel.RunVar = RunVar( + "current_default_worker_process_limiter" +) + + +async def _shutdown_process_pool(workers: set[abc.Process]) -> None: + try: + await trio.sleep(math.inf) + except trio.Cancelled: + for process in workers: + if process.returncode is None: + process.kill() + + with CancelScope(shield=True): + for process in workers: + await process.aclose() + + +# +# Sockets and networking +# + + +class _TrioSocketMixin(Generic[T_SockAddr]): + def __init__(self, trio_socket: TrioSocketType) -> None: + self._trio_socket = trio_socket + self._closed = False + + def _check_closed(self) -> None: + if self._closed: + raise ClosedResourceError + if self._trio_socket.fileno() < 0: + raise BrokenResourceError + + @property + def _raw_socket(self) -> socket.socket: + return self._trio_socket._sock # type: ignore[attr-defined] + + async def aclose(self) -> None: + if self._trio_socket.fileno() >= 0: + self._closed = True + self._trio_socket.close() + + def _convert_socket_error(self, exc: BaseException) -> NoReturn: + if isinstance(exc, trio.ClosedResourceError): + raise ClosedResourceError from exc + elif self._trio_socket.fileno() < 0 and self._closed: + raise ClosedResourceError from None + elif isinstance(exc, OSError): + raise BrokenResourceError from exc + else: + raise exc + + +class SocketStream(_TrioSocketMixin, abc.SocketStream): + def __init__(self, trio_socket: TrioSocketType) -> None: + super().__init__(trio_socket) + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + async def receive(self, max_bytes: int = 65536) -> bytes: + with self._receive_guard: + try: + data = await self._trio_socket.recv(max_bytes) + except BaseException as exc: + self._convert_socket_error(exc) + + if data: + return data + else: + raise EndOfStream + + async def send(self, item: bytes) -> None: + with self._send_guard: + view = memoryview(item) + while view: + try: + bytes_sent = await self._trio_socket.send(view) + except BaseException as exc: + self._convert_socket_error(exc) + + view = view[bytes_sent:] + + async def send_eof(self) -> None: + self._trio_socket.shutdown(socket.SHUT_WR) + + +class UNIXSocketStream(SocketStream, abc.UNIXSocketStream): + async def receive_fds(self, msglen: int, maxfds: int) -> tuple[bytes, list[int]]: + if not isinstance(msglen, int) or msglen < 0: + raise ValueError("msglen must be a non-negative integer") + if not isinstance(maxfds, int) or maxfds < 1: + raise ValueError("maxfds must be a positive integer") + + fds = array.array("i") + await trio.lowlevel.checkpoint() + with self._receive_guard: + while True: + try: + message, ancdata, flags, addr = await self._trio_socket.recvmsg( + msglen, socket.CMSG_LEN(maxfds * fds.itemsize) + ) + except BaseException as exc: + self._convert_socket_error(exc) + else: + if not message and not ancdata: + raise EndOfStream + + break + + for cmsg_level, cmsg_type, cmsg_data in ancdata: + if cmsg_level != socket.SOL_SOCKET or cmsg_type != socket.SCM_RIGHTS: + raise RuntimeError( + f"Received unexpected ancillary data; message = {message!r}, " + f"cmsg_level = {cmsg_level}, cmsg_type = {cmsg_type}" + ) + + fds.frombytes(cmsg_data[: len(cmsg_data) - (len(cmsg_data) % fds.itemsize)]) + + return message, list(fds) + + async def send_fds(self, message: bytes, fds: Collection[int | IOBase]) -> None: + if not message: + raise ValueError("message must not be empty") + if not fds: + raise ValueError("fds must not be empty") + + filenos: list[int] = [] + for fd in fds: + if isinstance(fd, int): + filenos.append(fd) + elif isinstance(fd, IOBase): + filenos.append(fd.fileno()) + + fdarray = array.array("i", filenos) + await trio.lowlevel.checkpoint() + with self._send_guard: + while True: + try: + await self._trio_socket.sendmsg( + [message], + [ + ( + socket.SOL_SOCKET, + socket.SCM_RIGHTS, + fdarray, + ) + ], + ) + break + except BaseException as exc: + self._convert_socket_error(exc) + + +class TCPSocketListener(_TrioSocketMixin, abc.SocketListener): + def __init__(self, raw_socket: socket.socket): + super().__init__(trio.socket.from_stdlib_socket(raw_socket)) + self._accept_guard = ResourceGuard("accepting connections from") + + async def accept(self) -> SocketStream: + with self._accept_guard: + try: + trio_socket, _addr = await self._trio_socket.accept() + except BaseException as exc: + self._convert_socket_error(exc) + + trio_socket.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1) + return SocketStream(trio_socket) + + +class UNIXSocketListener(_TrioSocketMixin, abc.SocketListener): + def __init__(self, raw_socket: socket.socket): + super().__init__(trio.socket.from_stdlib_socket(raw_socket)) + self._accept_guard = ResourceGuard("accepting connections from") + + async def accept(self) -> UNIXSocketStream: + with self._accept_guard: + try: + trio_socket, _addr = await self._trio_socket.accept() + except BaseException as exc: + self._convert_socket_error(exc) + + return UNIXSocketStream(trio_socket) + + +class UDPSocket(_TrioSocketMixin[IPSockAddrType], abc.UDPSocket): + def __init__(self, trio_socket: TrioSocketType) -> None: + super().__init__(trio_socket) + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + async def receive(self) -> tuple[bytes, IPSockAddrType]: + with self._receive_guard: + try: + data, addr = await self._trio_socket.recvfrom(65536) + return data, convert_ipv6_sockaddr(addr) + except BaseException as exc: + self._convert_socket_error(exc) + + async def send(self, item: UDPPacketType) -> None: + with self._send_guard: + try: + await self._trio_socket.sendto(*item) + except BaseException as exc: + self._convert_socket_error(exc) + + +class ConnectedUDPSocket(_TrioSocketMixin[IPSockAddrType], abc.ConnectedUDPSocket): + def __init__(self, trio_socket: TrioSocketType) -> None: + super().__init__(trio_socket) + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + async def receive(self) -> bytes: + with self._receive_guard: + try: + return await self._trio_socket.recv(65536) + except BaseException as exc: + self._convert_socket_error(exc) + + async def send(self, item: bytes) -> None: + with self._send_guard: + try: + await self._trio_socket.send(item) + except BaseException as exc: + self._convert_socket_error(exc) + + +class UNIXDatagramSocket(_TrioSocketMixin[str], abc.UNIXDatagramSocket): + def __init__(self, trio_socket: TrioSocketType) -> None: + super().__init__(trio_socket) + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + async def receive(self) -> UNIXDatagramPacketType: + with self._receive_guard: + try: + data, addr = await self._trio_socket.recvfrom(65536) + return data, addr + except BaseException as exc: + self._convert_socket_error(exc) + + async def send(self, item: UNIXDatagramPacketType) -> None: + with self._send_guard: + try: + await self._trio_socket.sendto(*item) + except BaseException as exc: + self._convert_socket_error(exc) + + +class ConnectedUNIXDatagramSocket( + _TrioSocketMixin[str], abc.ConnectedUNIXDatagramSocket +): + def __init__(self, trio_socket: TrioSocketType) -> None: + super().__init__(trio_socket) + self._receive_guard = ResourceGuard("reading from") + self._send_guard = ResourceGuard("writing to") + + async def receive(self) -> bytes: + with self._receive_guard: + try: + return await self._trio_socket.recv(65536) + except BaseException as exc: + self._convert_socket_error(exc) + + async def send(self, item: bytes) -> None: + with self._send_guard: + try: + await self._trio_socket.send(item) + except BaseException as exc: + self._convert_socket_error(exc) + + +# +# Synchronization +# + + +class Event(BaseEvent): + def __new__(cls) -> Event: + return object.__new__(cls) + + def __init__(self) -> None: + self.__original = trio.Event() + + def is_set(self) -> bool: + return self.__original.is_set() + + async def wait(self) -> None: + return await self.__original.wait() + + def statistics(self) -> EventStatistics: + orig_statistics = self.__original.statistics() + return EventStatistics(tasks_waiting=orig_statistics.tasks_waiting) + + def set(self) -> None: + self.__original.set() + + +class Lock(BaseLock): + def __new__(cls, *, fast_acquire: bool = False) -> Lock: + return object.__new__(cls) + + def __init__(self, *, fast_acquire: bool = False) -> None: + self._fast_acquire = fast_acquire + self.__original = trio.Lock() + + @staticmethod + def _convert_runtime_error_msg(exc: RuntimeError) -> None: + if exc.args == ("attempt to re-acquire an already held Lock",): + exc.args = ("Attempted to acquire an already held Lock",) + + async def acquire(self) -> None: + if not self._fast_acquire: + try: + await self.__original.acquire() + except RuntimeError as exc: + self._convert_runtime_error_msg(exc) + raise + + return + + # This is the "fast path" where we don't let other tasks run + await trio.lowlevel.checkpoint_if_cancelled() + try: + self.__original.acquire_nowait() + except trio.WouldBlock: + await self.__original._lot.park() + except RuntimeError as exc: + self._convert_runtime_error_msg(exc) + raise + + def acquire_nowait(self) -> None: + try: + self.__original.acquire_nowait() + except trio.WouldBlock: + raise WouldBlock from None + except RuntimeError as exc: + self._convert_runtime_error_msg(exc) + raise + + def locked(self) -> bool: + return self.__original.locked() + + def release(self) -> None: + self.__original.release() + + def statistics(self) -> LockStatistics: + orig_statistics = self.__original.statistics() + owner = TrioTaskInfo(orig_statistics.owner) if orig_statistics.owner else None + return LockStatistics( + orig_statistics.locked, owner, orig_statistics.tasks_waiting + ) + + +class Semaphore(BaseSemaphore): + def __new__( + cls, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ) -> Semaphore: + return object.__new__(cls) + + def __init__( + self, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ) -> None: + super().__init__(initial_value, max_value=max_value, fast_acquire=fast_acquire) + self.__original = trio.Semaphore(initial_value, max_value=max_value) + + async def acquire(self) -> None: + if not self._fast_acquire: + await self.__original.acquire() + return + + # This is the "fast path" where we don't let other tasks run + await trio.lowlevel.checkpoint_if_cancelled() + try: + self.__original.acquire_nowait() + except trio.WouldBlock: + await self.__original._lot.park() + + def acquire_nowait(self) -> None: + try: + self.__original.acquire_nowait() + except trio.WouldBlock: + raise WouldBlock from None + + @property + def max_value(self) -> int | None: + return self.__original.max_value + + @property + def value(self) -> int: + return self.__original.value + + def release(self) -> None: + self.__original.release() + + def statistics(self) -> SemaphoreStatistics: + orig_statistics = self.__original.statistics() + return SemaphoreStatistics(orig_statistics.tasks_waiting) + + +class CapacityLimiter(BaseCapacityLimiter): + def __new__( + cls, + total_tokens: float | None = None, + *, + original: trio.CapacityLimiter | None = None, + ) -> CapacityLimiter: + return object.__new__(cls) + + def __init__( + self, + total_tokens: float | None = None, + *, + original: trio.CapacityLimiter | None = None, + ) -> None: + if original is not None: + self.__original = original + else: + assert total_tokens is not None + self.__original = trio.CapacityLimiter(total_tokens) + + async def __aenter__(self) -> None: + return await self.__original.__aenter__() + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> None: + await self.__original.__aexit__(exc_type, exc_val, exc_tb) + + @property + def total_tokens(self) -> float: + return self.__original.total_tokens + + @total_tokens.setter + def total_tokens(self, value: float) -> None: + self.__original.total_tokens = value + + @property + def borrowed_tokens(self) -> int: + return self.__original.borrowed_tokens + + @property + def available_tokens(self) -> float: + return self.__original.available_tokens + + def acquire_nowait(self) -> None: + self.__original.acquire_nowait() + + def acquire_on_behalf_of_nowait(self, borrower: object) -> None: + self.__original.acquire_on_behalf_of_nowait(borrower) + + async def acquire(self) -> None: + await self.__original.acquire() + + async def acquire_on_behalf_of(self, borrower: object) -> None: + await self.__original.acquire_on_behalf_of(borrower) + + def release(self) -> None: + return self.__original.release() + + def release_on_behalf_of(self, borrower: object) -> None: + return self.__original.release_on_behalf_of(borrower) + + def statistics(self) -> CapacityLimiterStatistics: + orig = self.__original.statistics() + return CapacityLimiterStatistics( + borrowed_tokens=orig.borrowed_tokens, + total_tokens=orig.total_tokens, + borrowers=tuple(orig.borrowers), + tasks_waiting=orig.tasks_waiting, + ) + + +_capacity_limiter_wrapper: trio.lowlevel.RunVar = RunVar("_capacity_limiter_wrapper") + + +# +# Signal handling +# + + +class _SignalReceiver: + _iterator: AsyncIterator[int] + + def __init__(self, signals: tuple[Signals, ...]): + self._signals = signals + + def __enter__(self) -> _SignalReceiver: + self._cm = trio.open_signal_receiver(*self._signals) + self._iterator = self._cm.__enter__() + return self + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + return self._cm.__exit__(exc_type, exc_val, exc_tb) + + def __aiter__(self) -> _SignalReceiver: + return self + + async def __anext__(self) -> Signals: + signum = await self._iterator.__anext__() + return Signals(signum) + + +# +# Testing and debugging +# + + +class TestRunner(abc.TestRunner): + def __init__(self, **options: Any) -> None: + from queue import Queue + + self._call_queue: Queue[Callable[[], object]] = Queue() + self._send_stream: MemoryObjectSendStream | None = None + self._options = options + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: types.TracebackType | None, + ) -> None: + if self._send_stream: + self._send_stream.close() + while self._send_stream is not None: + self._call_queue.get()() + + async def _run_tests_and_fixtures(self) -> None: + self._send_stream, receive_stream = create_memory_object_stream(1) + with receive_stream: + async for coro, outcome_holder in receive_stream: + try: + retval = await coro + except BaseException as exc: + outcome_holder.append(Error(exc)) + else: + outcome_holder.append(Value(retval)) + + def _main_task_finished(self, outcome: object) -> None: + self._send_stream = None + + def _call_in_runner_task( + self, + func: Callable[P, Awaitable[T_Retval]], + *args: P.args, + **kwargs: P.kwargs, + ) -> T_Retval: + if self._send_stream is None: + trio.lowlevel.start_guest_run( + self._run_tests_and_fixtures, + run_sync_soon_threadsafe=self._call_queue.put, + done_callback=self._main_task_finished, + **self._options, + ) + while self._send_stream is None: + self._call_queue.get()() + + outcome_holder: list[Outcome] = [] + self._send_stream.send_nowait((func(*args, **kwargs), outcome_holder)) + while not outcome_holder: + self._call_queue.get()() + + return outcome_holder[0].unwrap() + + def run_asyncgen_fixture( + self, + fixture_func: Callable[..., AsyncGenerator[T_Retval, Any]], + kwargs: dict[str, Any], + ) -> Iterable[T_Retval]: + asyncgen = fixture_func(**kwargs) + fixturevalue: T_Retval = self._call_in_runner_task(asyncgen.asend, None) + + yield fixturevalue + + try: + self._call_in_runner_task(asyncgen.asend, None) + except StopAsyncIteration: + pass + else: + self._call_in_runner_task(asyncgen.aclose) + raise RuntimeError("Async generator fixture did not stop") + + def run_fixture( + self, + fixture_func: Callable[..., Coroutine[Any, Any, T_Retval]], + kwargs: dict[str, Any], + ) -> T_Retval: + return self._call_in_runner_task(fixture_func, **kwargs) + + def run_test( + self, test_func: Callable[..., Coroutine[Any, Any, Any]], kwargs: dict[str, Any] + ) -> None: + self._call_in_runner_task(test_func, **kwargs) + + +class TrioTaskInfo(TaskInfo): + def __init__(self, task: trio.lowlevel.Task): + parent_id = None + if task.parent_nursery and task.parent_nursery.parent_task: + parent_id = id(task.parent_nursery.parent_task) + + super().__init__(id(task), parent_id, task.name, task.coro) + self._task = weakref.proxy(task) + + def has_pending_cancellation(self) -> bool: + try: + return self._task._cancel_status.effectively_cancelled + except ReferenceError: + # If the task is no longer around, it surely doesn't have a cancellation + # pending + return False + + +class TrioBackend(AsyncBackend): + @classmethod + def run( + cls, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + options: dict[str, Any], + ) -> T_Retval: + return trio.run(func, *args) + + @classmethod + def current_token(cls) -> object: + return trio.lowlevel.current_trio_token() + + @classmethod + def current_time(cls) -> float: + return trio.current_time() + + @classmethod + def cancelled_exception_class(cls) -> type[BaseException]: + return trio.Cancelled + + @classmethod + async def checkpoint(cls) -> None: + await trio.lowlevel.checkpoint() + + @classmethod + async def checkpoint_if_cancelled(cls) -> None: + await trio.lowlevel.checkpoint_if_cancelled() + + @classmethod + async def cancel_shielded_checkpoint(cls) -> None: + await trio.lowlevel.cancel_shielded_checkpoint() + + @classmethod + async def sleep(cls, delay: float) -> None: + await trio.sleep(delay) + + @classmethod + def create_cancel_scope( + cls, *, deadline: float = math.inf, shield: bool = False + ) -> abc.CancelScope: + return CancelScope(deadline=deadline, shield=shield) + + @classmethod + def current_effective_deadline(cls) -> float: + return trio.current_effective_deadline() + + @classmethod + def create_task_group(cls) -> abc.TaskGroup: + return TaskGroup() + + @classmethod + def create_event(cls) -> abc.Event: + return Event() + + @classmethod + def create_lock(cls, *, fast_acquire: bool) -> Lock: + return Lock(fast_acquire=fast_acquire) + + @classmethod + def create_semaphore( + cls, + initial_value: int, + *, + max_value: int | None = None, + fast_acquire: bool = False, + ) -> abc.Semaphore: + return Semaphore(initial_value, max_value=max_value, fast_acquire=fast_acquire) + + @classmethod + def create_capacity_limiter(cls, total_tokens: float) -> CapacityLimiter: + return CapacityLimiter(total_tokens) + + @classmethod + async def run_sync_in_worker_thread( + cls, + func: Callable[[Unpack[PosArgsT]], T_Retval], + args: tuple[Unpack[PosArgsT]], + abandon_on_cancel: bool = False, + limiter: abc.CapacityLimiter | None = None, + ) -> T_Retval: + def wrapper() -> T_Retval: + with claim_worker_thread(TrioBackend, token): + return func(*args) + + token = TrioBackend.current_token() + return await run_sync( + wrapper, + abandon_on_cancel=abandon_on_cancel, + limiter=cast(trio.CapacityLimiter, limiter), + ) + + @classmethod + def check_cancelled(cls) -> None: + trio.from_thread.check_cancelled() + + @classmethod + def run_async_from_thread( + cls, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + args: tuple[Unpack[PosArgsT]], + token: object, + ) -> T_Retval: + return trio.from_thread.run(func, *args) + + @classmethod + def run_sync_from_thread( + cls, + func: Callable[[Unpack[PosArgsT]], T_Retval], + args: tuple[Unpack[PosArgsT]], + token: object, + ) -> T_Retval: + return trio.from_thread.run_sync(func, *args) + + @classmethod + def create_blocking_portal(cls) -> abc.BlockingPortal: + return BlockingPortal() + + @classmethod + async def open_process( + cls, + command: StrOrBytesPath | Sequence[StrOrBytesPath], + *, + stdin: int | IO[Any] | None, + stdout: int | IO[Any] | None, + stderr: int | IO[Any] | None, + **kwargs: Any, + ) -> Process: + def convert_item(item: StrOrBytesPath) -> str: + str_or_bytes = os.fspath(item) + if isinstance(str_or_bytes, str): + return str_or_bytes + else: + return os.fsdecode(str_or_bytes) + + if isinstance(command, (str, bytes, PathLike)): + process = await trio.lowlevel.open_process( + convert_item(command), + stdin=stdin, + stdout=stdout, + stderr=stderr, + shell=True, + **kwargs, + ) + else: + process = await trio.lowlevel.open_process( + [convert_item(item) for item in command], + stdin=stdin, + stdout=stdout, + stderr=stderr, + shell=False, + **kwargs, + ) + + stdin_stream = SendStreamWrapper(process.stdin) if process.stdin else None + stdout_stream = ReceiveStreamWrapper(process.stdout) if process.stdout else None + stderr_stream = ReceiveStreamWrapper(process.stderr) if process.stderr else None + return Process(process, stdin_stream, stdout_stream, stderr_stream) + + @classmethod + def setup_process_pool_exit_at_shutdown(cls, workers: set[abc.Process]) -> None: + trio.lowlevel.spawn_system_task(_shutdown_process_pool, workers) + + @classmethod + async def connect_tcp( + cls, host: str, port: int, local_address: IPSockAddrType | None = None + ) -> SocketStream: + family = socket.AF_INET6 if ":" in host else socket.AF_INET + trio_socket = trio.socket.socket(family) + trio_socket.setsockopt(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1) + if local_address: + await trio_socket.bind(local_address) + + try: + await trio_socket.connect((host, port)) + except BaseException: + trio_socket.close() + raise + + return SocketStream(trio_socket) + + @classmethod + async def connect_unix(cls, path: str | bytes) -> abc.UNIXSocketStream: + trio_socket = trio.socket.socket(socket.AF_UNIX) + try: + await trio_socket.connect(path) + except BaseException: + trio_socket.close() + raise + + return UNIXSocketStream(trio_socket) + + @classmethod + def create_tcp_listener(cls, sock: socket.socket) -> abc.SocketListener: + return TCPSocketListener(sock) + + @classmethod + def create_unix_listener(cls, sock: socket.socket) -> abc.SocketListener: + return UNIXSocketListener(sock) + + @classmethod + async def create_udp_socket( + cls, + family: socket.AddressFamily, + local_address: IPSockAddrType | None, + remote_address: IPSockAddrType | None, + reuse_port: bool, + ) -> UDPSocket | ConnectedUDPSocket: + trio_socket = trio.socket.socket(family=family, type=socket.SOCK_DGRAM) + + if reuse_port: + trio_socket.setsockopt(socket.SOL_SOCKET, socket.SO_REUSEPORT, 1) + + if local_address: + await trio_socket.bind(local_address) + + if remote_address: + await trio_socket.connect(remote_address) + return ConnectedUDPSocket(trio_socket) + else: + return UDPSocket(trio_socket) + + @classmethod + @overload + async def create_unix_datagram_socket( + cls, raw_socket: socket.socket, remote_path: None + ) -> abc.UNIXDatagramSocket: ... + + @classmethod + @overload + async def create_unix_datagram_socket( + cls, raw_socket: socket.socket, remote_path: str | bytes + ) -> abc.ConnectedUNIXDatagramSocket: ... + + @classmethod + async def create_unix_datagram_socket( + cls, raw_socket: socket.socket, remote_path: str | bytes | None + ) -> abc.UNIXDatagramSocket | abc.ConnectedUNIXDatagramSocket: + trio_socket = trio.socket.from_stdlib_socket(raw_socket) + + if remote_path: + await trio_socket.connect(remote_path) + return ConnectedUNIXDatagramSocket(trio_socket) + else: + return UNIXDatagramSocket(trio_socket) + + @classmethod + async def getaddrinfo( + cls, + host: bytes | str | None, + port: str | int | None, + *, + family: int | AddressFamily = 0, + type: int | SocketKind = 0, + proto: int = 0, + flags: int = 0, + ) -> list[ + tuple[ + AddressFamily, + SocketKind, + int, + str, + tuple[str, int] | tuple[str, int, int, int], + ] + ]: + return await trio.socket.getaddrinfo(host, port, family, type, proto, flags) + + @classmethod + async def getnameinfo( + cls, sockaddr: IPSockAddrType, flags: int = 0 + ) -> tuple[str, str]: + return await trio.socket.getnameinfo(sockaddr, flags) + + @classmethod + async def wait_readable(cls, obj: HasFileno | int) -> None: + try: + await wait_readable(obj) + except trio.ClosedResourceError as exc: + raise ClosedResourceError().with_traceback(exc.__traceback__) from None + except trio.BusyResourceError: + raise BusyResourceError("reading from") from None + + @classmethod + async def wait_writable(cls, obj: HasFileno | int) -> None: + try: + await wait_writable(obj) + except trio.ClosedResourceError as exc: + raise ClosedResourceError().with_traceback(exc.__traceback__) from None + except trio.BusyResourceError: + raise BusyResourceError("writing to") from None + + @classmethod + def current_default_thread_limiter(cls) -> CapacityLimiter: + try: + return _capacity_limiter_wrapper.get() + except LookupError: + limiter = CapacityLimiter( + original=trio.to_thread.current_default_thread_limiter() + ) + _capacity_limiter_wrapper.set(limiter) + return limiter + + @classmethod + def open_signal_receiver( + cls, *signals: Signals + ) -> AbstractContextManager[AsyncIterator[Signals]]: + return _SignalReceiver(signals) + + @classmethod + def get_current_task(cls) -> TaskInfo: + task = current_task() + return TrioTaskInfo(task) + + @classmethod + def get_running_tasks(cls) -> Sequence[TaskInfo]: + root_task = current_root_task() + assert root_task + task_infos = [TrioTaskInfo(root_task)] + nurseries = root_task.child_nurseries + while nurseries: + new_nurseries: list[trio.Nursery] = [] + for nursery in nurseries: + for task in nursery.child_tasks: + task_infos.append(TrioTaskInfo(task)) + new_nurseries.extend(task.child_nurseries) + + nurseries = new_nurseries + + return task_infos + + @classmethod + async def wait_all_tasks_blocked(cls) -> None: + from trio.testing import wait_all_tasks_blocked + + await wait_all_tasks_blocked() + + @classmethod + def create_test_runner(cls, options: dict[str, Any]) -> TestRunner: + return TestRunner(**options) + + +backend_class = TrioBackend diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/__init__.py 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b/vllm/lib/python3.10/site-packages/anyio/_core/__pycache__/_tasks.cpython-310.pyc differ diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_asyncio_selector_thread.py b/vllm/lib/python3.10/site-packages/anyio/_core/_asyncio_selector_thread.py new file mode 100644 index 0000000000000000000000000000000000000000..d98c3040721713f63e584eeb144cb3c9e59fa86b --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_asyncio_selector_thread.py @@ -0,0 +1,150 @@ +from __future__ import annotations + +import asyncio +import socket +import threading +from collections.abc import Callable +from selectors import EVENT_READ, EVENT_WRITE, DefaultSelector +from typing import TYPE_CHECKING, Any + +if TYPE_CHECKING: + from _typeshed import FileDescriptorLike + +_selector_lock = threading.Lock() +_selector: Selector | None = None + + +class Selector: + def __init__(self) -> None: + self._thread = threading.Thread(target=self.run, name="AnyIO socket selector") + self._selector = DefaultSelector() + self._send, self._receive = socket.socketpair() + self._send.setblocking(False) + self._receive.setblocking(False) + self._selector.register(self._receive, EVENT_READ) + self._closed = False + + def start(self) -> None: + self._thread.start() + threading._register_atexit(self._stop) # type: ignore[attr-defined] + + def _stop(self) -> None: + global _selector + self._closed = True + self._notify_self() + self._send.close() + self._thread.join() + self._selector.unregister(self._receive) + self._receive.close() + self._selector.close() + _selector = None + assert ( + not self._selector.get_map() + ), "selector still has registered file descriptors after shutdown" + + def _notify_self(self) -> None: + try: + self._send.send(b"\x00") + except BlockingIOError: + pass + + def add_reader(self, fd: FileDescriptorLike, callback: Callable[[], Any]) -> None: + loop = asyncio.get_running_loop() + try: + key = self._selector.get_key(fd) + except KeyError: + self._selector.register(fd, EVENT_READ, {EVENT_READ: (loop, callback)}) + else: + if EVENT_READ in key.data: + raise ValueError( + "this file descriptor is already registered for reading" + ) + + key.data[EVENT_READ] = loop, callback + self._selector.modify(fd, key.events | EVENT_READ, key.data) + + self._notify_self() + + def add_writer(self, fd: FileDescriptorLike, callback: Callable[[], Any]) -> None: + loop = asyncio.get_running_loop() + try: + key = self._selector.get_key(fd) + except KeyError: + self._selector.register(fd, EVENT_WRITE, {EVENT_WRITE: (loop, callback)}) + else: + if EVENT_WRITE in key.data: + raise ValueError( + "this file descriptor is already registered for writing" + ) + + key.data[EVENT_WRITE] = loop, callback + self._selector.modify(fd, key.events | EVENT_WRITE, key.data) + + self._notify_self() + + def remove_reader(self, fd: FileDescriptorLike) -> bool: + try: + key = self._selector.get_key(fd) + except KeyError: + return False + + if new_events := key.events ^ EVENT_READ: + del key.data[EVENT_READ] + self._selector.modify(fd, new_events, key.data) + else: + self._selector.unregister(fd) + + return True + + def remove_writer(self, fd: FileDescriptorLike) -> bool: + try: + key = self._selector.get_key(fd) + except KeyError: + return False + + if new_events := key.events ^ EVENT_WRITE: + del key.data[EVENT_WRITE] + self._selector.modify(fd, new_events, key.data) + else: + self._selector.unregister(fd) + + return True + + def run(self) -> None: + while not self._closed: + for key, events in self._selector.select(): + if key.fileobj is self._receive: + try: + while self._receive.recv(4096): + pass + except BlockingIOError: + pass + + continue + + if events & EVENT_READ: + loop, callback = key.data[EVENT_READ] + self.remove_reader(key.fd) + try: + loop.call_soon_threadsafe(callback) + except RuntimeError: + pass # the loop was already closed + + if events & EVENT_WRITE: + loop, callback = key.data[EVENT_WRITE] + self.remove_writer(key.fd) + try: + loop.call_soon_threadsafe(callback) + except RuntimeError: + pass # the loop was already closed + + +def get_selector() -> Selector: + global _selector + + with _selector_lock: + if _selector is None: + _selector = Selector() + _selector.start() + + return _selector diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_exceptions.py b/vllm/lib/python3.10/site-packages/anyio/_core/_exceptions.py new file mode 100644 index 0000000000000000000000000000000000000000..97ea31304145f24c7ea0b91a96d7720ff1a52bc8 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_exceptions.py @@ -0,0 +1,89 @@ +from __future__ import annotations + +import sys +from collections.abc import Generator + +if sys.version_info < (3, 11): + from exceptiongroup import BaseExceptionGroup + + +class BrokenResourceError(Exception): + """ + Raised when trying to use a resource that has been rendered unusable due to external + causes (e.g. a send stream whose peer has disconnected). + """ + + +class BrokenWorkerProcess(Exception): + """ + Raised by :meth:`~anyio.to_process.run_sync` if the worker process terminates abruptly or + otherwise misbehaves. + """ + + +class BusyResourceError(Exception): + """ + Raised when two tasks are trying to read from or write to the same resource + concurrently. + """ + + def __init__(self, action: str): + super().__init__(f"Another task is already {action} this resource") + + +class ClosedResourceError(Exception): + """Raised when trying to use a resource that has been closed.""" + + +class DelimiterNotFound(Exception): + """ + Raised during + :meth:`~anyio.streams.buffered.BufferedByteReceiveStream.receive_until` if the + maximum number of bytes has been read without the delimiter being found. + """ + + def __init__(self, max_bytes: int) -> None: + super().__init__( + f"The delimiter was not found among the first {max_bytes} bytes" + ) + + +class EndOfStream(Exception): + """ + Raised when trying to read from a stream that has been closed from the other end. + """ + + +class IncompleteRead(Exception): + """ + Raised during + :meth:`~anyio.streams.buffered.BufferedByteReceiveStream.receive_exactly` or + :meth:`~anyio.streams.buffered.BufferedByteReceiveStream.receive_until` if the + connection is closed before the requested amount of bytes has been read. + """ + + def __init__(self) -> None: + super().__init__( + "The stream was closed before the read operation could be completed" + ) + + +class TypedAttributeLookupError(LookupError): + """ + Raised by :meth:`~anyio.TypedAttributeProvider.extra` when the given typed attribute + is not found and no default value has been given. + """ + + +class WouldBlock(Exception): + """Raised by ``X_nowait`` functions if ``X()`` would block.""" + + +def iterate_exceptions( + exception: BaseException, +) -> Generator[BaseException, None, None]: + if isinstance(exception, BaseExceptionGroup): + for exc in exception.exceptions: + yield from iterate_exceptions(exc) + else: + yield exception diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_fileio.py b/vllm/lib/python3.10/site-packages/anyio/_core/_fileio.py new file mode 100644 index 0000000000000000000000000000000000000000..ef2930e480ee956b1d335bdaae104526baf361c8 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_fileio.py @@ -0,0 +1,674 @@ +from __future__ import annotations + +import os +import pathlib +import sys +from collections.abc import AsyncIterator, Callable, Iterable, Iterator, Sequence +from dataclasses import dataclass +from functools import partial +from os import PathLike +from typing import ( + IO, + TYPE_CHECKING, + Any, + AnyStr, + Final, + Generic, + overload, +) + +from .. import to_thread +from ..abc import AsyncResource + +if TYPE_CHECKING: + from _typeshed import OpenBinaryMode, OpenTextMode, ReadableBuffer, WriteableBuffer +else: + ReadableBuffer = OpenBinaryMode = OpenTextMode = WriteableBuffer = object + + +class AsyncFile(AsyncResource, Generic[AnyStr]): + """ + An asynchronous file object. + + This class wraps a standard file object and provides async friendly versions of the + following blocking methods (where available on the original file object): + + * read + * read1 + * readline + * readlines + * readinto + * readinto1 + * write + * writelines + * truncate + * seek + * tell + * flush + + All other methods are directly passed through. + + This class supports the asynchronous context manager protocol which closes the + underlying file at the end of the context block. + + This class also supports asynchronous iteration:: + + async with await open_file(...) as f: + async for line in f: + print(line) + """ + + def __init__(self, fp: IO[AnyStr]) -> None: + self._fp: Any = fp + + def __getattr__(self, name: str) -> object: + return getattr(self._fp, name) + + @property + def wrapped(self) -> IO[AnyStr]: + """The wrapped file object.""" + return self._fp + + async def __aiter__(self) -> AsyncIterator[AnyStr]: + while True: + line = await self.readline() + if line: + yield line + else: + break + + async def aclose(self) -> None: + return await to_thread.run_sync(self._fp.close) + + async def read(self, size: int = -1) -> AnyStr: + return await to_thread.run_sync(self._fp.read, size) + + async def read1(self: AsyncFile[bytes], size: int = -1) -> bytes: + return await to_thread.run_sync(self._fp.read1, size) + + async def readline(self) -> AnyStr: + return await to_thread.run_sync(self._fp.readline) + + async def readlines(self) -> list[AnyStr]: + return await to_thread.run_sync(self._fp.readlines) + + async def readinto(self: AsyncFile[bytes], b: WriteableBuffer) -> int: + return await to_thread.run_sync(self._fp.readinto, b) + + async def readinto1(self: AsyncFile[bytes], b: WriteableBuffer) -> int: + return await to_thread.run_sync(self._fp.readinto1, b) + + @overload + async def write(self: AsyncFile[bytes], b: ReadableBuffer) -> int: ... + + @overload + async def write(self: AsyncFile[str], b: str) -> int: ... + + async def write(self, b: ReadableBuffer | str) -> int: + return await to_thread.run_sync(self._fp.write, b) + + @overload + async def writelines( + self: AsyncFile[bytes], lines: Iterable[ReadableBuffer] + ) -> None: ... + + @overload + async def writelines(self: AsyncFile[str], lines: Iterable[str]) -> None: ... + + async def writelines(self, lines: Iterable[ReadableBuffer] | Iterable[str]) -> None: + return await to_thread.run_sync(self._fp.writelines, lines) + + async def truncate(self, size: int | None = None) -> int: + return await to_thread.run_sync(self._fp.truncate, size) + + async def seek(self, offset: int, whence: int | None = os.SEEK_SET) -> int: + return await to_thread.run_sync(self._fp.seek, offset, whence) + + async def tell(self) -> int: + return await to_thread.run_sync(self._fp.tell) + + async def flush(self) -> None: + return await to_thread.run_sync(self._fp.flush) + + +@overload +async def open_file( + file: str | PathLike[str] | int, + mode: OpenBinaryMode, + buffering: int = ..., + encoding: str | None = ..., + errors: str | None = ..., + newline: str | None = ..., + closefd: bool = ..., + opener: Callable[[str, int], int] | None = ..., +) -> AsyncFile[bytes]: ... + + +@overload +async def open_file( + file: str | PathLike[str] | int, + mode: OpenTextMode = ..., + buffering: int = ..., + encoding: str | None = ..., + errors: str | None = ..., + newline: str | None = ..., + closefd: bool = ..., + opener: Callable[[str, int], int] | None = ..., +) -> AsyncFile[str]: ... + + +async def open_file( + file: str | PathLike[str] | int, + mode: str = "r", + buffering: int = -1, + encoding: str | None = None, + errors: str | None = None, + newline: str | None = None, + closefd: bool = True, + opener: Callable[[str, int], int] | None = None, +) -> AsyncFile[Any]: + """ + Open a file asynchronously. + + The arguments are exactly the same as for the builtin :func:`open`. + + :return: an asynchronous file object + + """ + fp = await to_thread.run_sync( + open, file, mode, buffering, encoding, errors, newline, closefd, opener + ) + return AsyncFile(fp) + + +def wrap_file(file: IO[AnyStr]) -> AsyncFile[AnyStr]: + """ + Wrap an existing file as an asynchronous file. + + :param file: an existing file-like object + :return: an asynchronous file object + + """ + return AsyncFile(file) + + +@dataclass(eq=False) +class _PathIterator(AsyncIterator["Path"]): + iterator: Iterator[PathLike[str]] + + async def __anext__(self) -> Path: + nextval = await to_thread.run_sync( + next, self.iterator, None, abandon_on_cancel=True + ) + if nextval is None: + raise StopAsyncIteration from None + + return Path(nextval) + + +class Path: + """ + An asynchronous version of :class:`pathlib.Path`. + + This class cannot be substituted for :class:`pathlib.Path` or + :class:`pathlib.PurePath`, but it is compatible with the :class:`os.PathLike` + interface. + + It implements the Python 3.10 version of :class:`pathlib.Path` interface, except for + the deprecated :meth:`~pathlib.Path.link_to` method. + + Some methods may be unavailable or have limited functionality, based on the Python + version: + + * :meth:`~pathlib.Path.from_uri` (available on Python 3.13 or later) + * :meth:`~pathlib.Path.full_match` (available on Python 3.13 or later) + * :meth:`~pathlib.Path.is_junction` (available on Python 3.12 or later) + * :meth:`~pathlib.Path.match` (the ``case_sensitive`` paramater is only available on + Python 3.13 or later) + * :meth:`~pathlib.Path.relative_to` (the ``walk_up`` parameter is only available on + Python 3.12 or later) + * :meth:`~pathlib.Path.walk` (available on Python 3.12 or later) + + Any methods that do disk I/O need to be awaited on. These methods are: + + * :meth:`~pathlib.Path.absolute` + * :meth:`~pathlib.Path.chmod` + * :meth:`~pathlib.Path.cwd` + * :meth:`~pathlib.Path.exists` + * :meth:`~pathlib.Path.expanduser` + * :meth:`~pathlib.Path.group` + * :meth:`~pathlib.Path.hardlink_to` + * :meth:`~pathlib.Path.home` + * :meth:`~pathlib.Path.is_block_device` + * :meth:`~pathlib.Path.is_char_device` + * :meth:`~pathlib.Path.is_dir` + * :meth:`~pathlib.Path.is_fifo` + * :meth:`~pathlib.Path.is_file` + * :meth:`~pathlib.Path.is_junction` + * :meth:`~pathlib.Path.is_mount` + * :meth:`~pathlib.Path.is_socket` + * :meth:`~pathlib.Path.is_symlink` + * :meth:`~pathlib.Path.lchmod` + * :meth:`~pathlib.Path.lstat` + * :meth:`~pathlib.Path.mkdir` + * :meth:`~pathlib.Path.open` + * :meth:`~pathlib.Path.owner` + * :meth:`~pathlib.Path.read_bytes` + * :meth:`~pathlib.Path.read_text` + * :meth:`~pathlib.Path.readlink` + * :meth:`~pathlib.Path.rename` + * :meth:`~pathlib.Path.replace` + * :meth:`~pathlib.Path.resolve` + * :meth:`~pathlib.Path.rmdir` + * :meth:`~pathlib.Path.samefile` + * :meth:`~pathlib.Path.stat` + * :meth:`~pathlib.Path.symlink_to` + * :meth:`~pathlib.Path.touch` + * :meth:`~pathlib.Path.unlink` + * :meth:`~pathlib.Path.walk` + * :meth:`~pathlib.Path.write_bytes` + * :meth:`~pathlib.Path.write_text` + + Additionally, the following methods return an async iterator yielding + :class:`~.Path` objects: + + * :meth:`~pathlib.Path.glob` + * :meth:`~pathlib.Path.iterdir` + * :meth:`~pathlib.Path.rglob` + """ + + __slots__ = "_path", "__weakref__" + + __weakref__: Any + + def __init__(self, *args: str | PathLike[str]) -> None: + self._path: Final[pathlib.Path] = pathlib.Path(*args) + + def __fspath__(self) -> str: + return self._path.__fspath__() + + def __str__(self) -> str: + return self._path.__str__() + + def __repr__(self) -> str: + return f"{self.__class__.__name__}({self.as_posix()!r})" + + def __bytes__(self) -> bytes: + return self._path.__bytes__() + + def __hash__(self) -> int: + return self._path.__hash__() + + def __eq__(self, other: object) -> bool: + target = other._path if isinstance(other, Path) else other + return self._path.__eq__(target) + + def __lt__(self, other: pathlib.PurePath | Path) -> bool: + target = other._path if isinstance(other, Path) else other + return self._path.__lt__(target) + + def __le__(self, other: pathlib.PurePath | Path) -> bool: + target = other._path if isinstance(other, Path) else other + return self._path.__le__(target) + + def __gt__(self, other: pathlib.PurePath | Path) -> bool: + target = other._path if isinstance(other, Path) else other + return self._path.__gt__(target) + + def __ge__(self, other: pathlib.PurePath | Path) -> bool: + target = other._path if isinstance(other, Path) else other + return self._path.__ge__(target) + + def __truediv__(self, other: str | PathLike[str]) -> Path: + return Path(self._path / other) + + def __rtruediv__(self, other: str | PathLike[str]) -> Path: + return Path(other) / self + + @property + def parts(self) -> tuple[str, ...]: + return self._path.parts + + @property + def drive(self) -> str: + return self._path.drive + + @property + def root(self) -> str: + return self._path.root + + @property + def anchor(self) -> str: + return self._path.anchor + + @property + def parents(self) -> Sequence[Path]: + return tuple(Path(p) for p in self._path.parents) + + @property + def parent(self) -> Path: + return Path(self._path.parent) + + @property + def name(self) -> str: + return self._path.name + + @property + def suffix(self) -> str: + return self._path.suffix + + @property + def suffixes(self) -> list[str]: + return self._path.suffixes + + @property + def stem(self) -> str: + return self._path.stem + + async def absolute(self) -> Path: + path = await to_thread.run_sync(self._path.absolute) + return Path(path) + + def as_posix(self) -> str: + return self._path.as_posix() + + def as_uri(self) -> str: + return self._path.as_uri() + + if sys.version_info >= (3, 13): + parser = pathlib.Path.parser + + @classmethod + def from_uri(cls, uri: str) -> Path: + return Path(pathlib.Path.from_uri(uri)) + + def full_match( + self, path_pattern: str, *, case_sensitive: bool | None = None + ) -> bool: + return self._path.full_match(path_pattern, case_sensitive=case_sensitive) + + def match( + self, path_pattern: str, *, case_sensitive: bool | None = None + ) -> bool: + return self._path.match(path_pattern, case_sensitive=case_sensitive) + else: + + def match(self, path_pattern: str) -> bool: + return self._path.match(path_pattern) + + def is_relative_to(self, other: str | PathLike[str]) -> bool: + try: + self.relative_to(other) + return True + except ValueError: + return False + + async def chmod(self, mode: int, *, follow_symlinks: bool = True) -> None: + func = partial(os.chmod, follow_symlinks=follow_symlinks) + return await to_thread.run_sync(func, self._path, mode) + + @classmethod + async def cwd(cls) -> Path: + path = await to_thread.run_sync(pathlib.Path.cwd) + return cls(path) + + async def exists(self) -> bool: + return await to_thread.run_sync(self._path.exists, abandon_on_cancel=True) + + async def expanduser(self) -> Path: + return Path( + await to_thread.run_sync(self._path.expanduser, abandon_on_cancel=True) + ) + + def glob(self, pattern: str) -> AsyncIterator[Path]: + gen = self._path.glob(pattern) + return _PathIterator(gen) + + async def group(self) -> str: + return await to_thread.run_sync(self._path.group, abandon_on_cancel=True) + + async def hardlink_to( + self, target: str | bytes | PathLike[str] | PathLike[bytes] + ) -> None: + if isinstance(target, Path): + target = target._path + + await to_thread.run_sync(os.link, target, self) + + @classmethod + async def home(cls) -> Path: + home_path = await to_thread.run_sync(pathlib.Path.home) + return cls(home_path) + + def is_absolute(self) -> bool: + return self._path.is_absolute() + + async def is_block_device(self) -> bool: + return await to_thread.run_sync( + self._path.is_block_device, abandon_on_cancel=True + ) + + async def is_char_device(self) -> bool: + return await to_thread.run_sync( + self._path.is_char_device, abandon_on_cancel=True + ) + + async def is_dir(self) -> bool: + return await to_thread.run_sync(self._path.is_dir, abandon_on_cancel=True) + + async def is_fifo(self) -> bool: + return await to_thread.run_sync(self._path.is_fifo, abandon_on_cancel=True) + + async def is_file(self) -> bool: + return await to_thread.run_sync(self._path.is_file, abandon_on_cancel=True) + + if sys.version_info >= (3, 12): + + async def is_junction(self) -> bool: + return await to_thread.run_sync(self._path.is_junction) + + async def is_mount(self) -> bool: + return await to_thread.run_sync( + os.path.ismount, self._path, abandon_on_cancel=True + ) + + def is_reserved(self) -> bool: + return self._path.is_reserved() + + async def is_socket(self) -> bool: + return await to_thread.run_sync(self._path.is_socket, abandon_on_cancel=True) + + async def is_symlink(self) -> bool: + return await to_thread.run_sync(self._path.is_symlink, abandon_on_cancel=True) + + def iterdir(self) -> AsyncIterator[Path]: + gen = self._path.iterdir() + return _PathIterator(gen) + + def joinpath(self, *args: str | PathLike[str]) -> Path: + return Path(self._path.joinpath(*args)) + + async def lchmod(self, mode: int) -> None: + await to_thread.run_sync(self._path.lchmod, mode) + + async def lstat(self) -> os.stat_result: + return await to_thread.run_sync(self._path.lstat, abandon_on_cancel=True) + + async def mkdir( + self, mode: int = 0o777, parents: bool = False, exist_ok: bool = False + ) -> None: + await to_thread.run_sync(self._path.mkdir, mode, parents, exist_ok) + + @overload + async def open( + self, + mode: OpenBinaryMode, + buffering: int = ..., + encoding: str | None = ..., + errors: str | None = ..., + newline: str | None = ..., + ) -> AsyncFile[bytes]: ... + + @overload + async def open( + self, + mode: OpenTextMode = ..., + buffering: int = ..., + encoding: str | None = ..., + errors: str | None = ..., + newline: str | None = ..., + ) -> AsyncFile[str]: ... + + async def open( + self, + mode: str = "r", + buffering: int = -1, + encoding: str | None = None, + errors: str | None = None, + newline: str | None = None, + ) -> AsyncFile[Any]: + fp = await to_thread.run_sync( + self._path.open, mode, buffering, encoding, errors, newline + ) + return AsyncFile(fp) + + async def owner(self) -> str: + return await to_thread.run_sync(self._path.owner, abandon_on_cancel=True) + + async def read_bytes(self) -> bytes: + return await to_thread.run_sync(self._path.read_bytes) + + async def read_text( + self, encoding: str | None = None, errors: str | None = None + ) -> str: + return await to_thread.run_sync(self._path.read_text, encoding, errors) + + if sys.version_info >= (3, 12): + + def relative_to( + self, *other: str | PathLike[str], walk_up: bool = False + ) -> Path: + return Path(self._path.relative_to(*other, walk_up=walk_up)) + + else: + + def relative_to(self, *other: str | PathLike[str]) -> Path: + return Path(self._path.relative_to(*other)) + + async def readlink(self) -> Path: + target = await to_thread.run_sync(os.readlink, self._path) + return Path(target) + + async def rename(self, target: str | pathlib.PurePath | Path) -> Path: + if isinstance(target, Path): + target = target._path + + await to_thread.run_sync(self._path.rename, target) + return Path(target) + + async def replace(self, target: str | pathlib.PurePath | Path) -> Path: + if isinstance(target, Path): + target = target._path + + await to_thread.run_sync(self._path.replace, target) + return Path(target) + + async def resolve(self, strict: bool = False) -> Path: + func = partial(self._path.resolve, strict=strict) + return Path(await to_thread.run_sync(func, abandon_on_cancel=True)) + + def rglob(self, pattern: str) -> AsyncIterator[Path]: + gen = self._path.rglob(pattern) + return _PathIterator(gen) + + async def rmdir(self) -> None: + await to_thread.run_sync(self._path.rmdir) + + async def samefile(self, other_path: str | PathLike[str]) -> bool: + if isinstance(other_path, Path): + other_path = other_path._path + + return await to_thread.run_sync( + self._path.samefile, other_path, abandon_on_cancel=True + ) + + async def stat(self, *, follow_symlinks: bool = True) -> os.stat_result: + func = partial(os.stat, follow_symlinks=follow_symlinks) + return await to_thread.run_sync(func, self._path, abandon_on_cancel=True) + + async def symlink_to( + self, + target: str | bytes | PathLike[str] | PathLike[bytes], + target_is_directory: bool = False, + ) -> None: + if isinstance(target, Path): + target = target._path + + await to_thread.run_sync(self._path.symlink_to, target, target_is_directory) + + async def touch(self, mode: int = 0o666, exist_ok: bool = True) -> None: + await to_thread.run_sync(self._path.touch, mode, exist_ok) + + async def unlink(self, missing_ok: bool = False) -> None: + try: + await to_thread.run_sync(self._path.unlink) + except FileNotFoundError: + if not missing_ok: + raise + + if sys.version_info >= (3, 12): + + async def walk( + self, + top_down: bool = True, + on_error: Callable[[OSError], object] | None = None, + follow_symlinks: bool = False, + ) -> AsyncIterator[tuple[Path, list[str], list[str]]]: + def get_next_value() -> tuple[pathlib.Path, list[str], list[str]] | None: + try: + return next(gen) + except StopIteration: + return None + + gen = self._path.walk(top_down, on_error, follow_symlinks) + while True: + value = await to_thread.run_sync(get_next_value) + if value is None: + return + + root, dirs, paths = value + yield Path(root), dirs, paths + + def with_name(self, name: str) -> Path: + return Path(self._path.with_name(name)) + + def with_stem(self, stem: str) -> Path: + return Path(self._path.with_name(stem + self._path.suffix)) + + def with_suffix(self, suffix: str) -> Path: + return Path(self._path.with_suffix(suffix)) + + def with_segments(self, *pathsegments: str | PathLike[str]) -> Path: + return Path(*pathsegments) + + async def write_bytes(self, data: bytes) -> int: + return await to_thread.run_sync(self._path.write_bytes, data) + + async def write_text( + self, + data: str, + encoding: str | None = None, + errors: str | None = None, + newline: str | None = None, + ) -> int: + # Path.write_text() does not support the "newline" parameter before Python 3.10 + def sync_write_text() -> int: + with self._path.open( + "w", encoding=encoding, errors=errors, newline=newline + ) as fp: + return fp.write(data) + + return await to_thread.run_sync(sync_write_text) + + +PathLike.register(Path) diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_resources.py b/vllm/lib/python3.10/site-packages/anyio/_core/_resources.py new file mode 100644 index 0000000000000000000000000000000000000000..b9a5344aef2962670f9b305a02cd0b11f2087d2f --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_resources.py @@ -0,0 +1,18 @@ +from __future__ import annotations + +from ..abc import AsyncResource +from ._tasks import CancelScope + + +async def aclose_forcefully(resource: AsyncResource) -> None: + """ + Close an asynchronous resource in a cancelled scope. + + Doing this closes the resource without waiting on anything. + + :param resource: the resource to close + + """ + with CancelScope() as scope: + scope.cancel() + await resource.aclose() diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_signals.py b/vllm/lib/python3.10/site-packages/anyio/_core/_signals.py new file mode 100644 index 0000000000000000000000000000000000000000..f3451d302f514a6b2c9b4f96c6b3e17e36d7d050 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_signals.py @@ -0,0 +1,27 @@ +from __future__ import annotations + +from collections.abc import AsyncIterator +from contextlib import AbstractContextManager +from signal import Signals + +from ._eventloop import get_async_backend + + +def open_signal_receiver( + *signals: Signals, +) -> AbstractContextManager[AsyncIterator[Signals]]: + """ + Start receiving operating system signals. + + :param signals: signals to receive (e.g. ``signal.SIGINT``) + :return: an asynchronous context manager for an asynchronous iterator which yields + signal numbers + + .. warning:: Windows does not support signals natively so it is best to avoid + relying on this in cross-platform applications. + + .. warning:: On asyncio, this permanently replaces any previous signal handler for + the given signals, as set via :meth:`~asyncio.loop.add_signal_handler`. + + """ + return get_async_backend().open_signal_receiver(*signals) diff --git a/vllm/lib/python3.10/site-packages/anyio/_core/_subprocesses.py b/vllm/lib/python3.10/site-packages/anyio/_core/_subprocesses.py new file mode 100644 index 0000000000000000000000000000000000000000..7ba41a5b0311a2cb910478ffbce51d9928c9e895 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/_core/_subprocesses.py @@ -0,0 +1,196 @@ +from __future__ import annotations + +import sys +from collections.abc import AsyncIterable, Iterable, Mapping, Sequence +from io import BytesIO +from os import PathLike +from subprocess import DEVNULL, PIPE, CalledProcessError, CompletedProcess +from typing import IO, Any, Union, cast + +from ..abc import Process +from ._eventloop import get_async_backend +from ._tasks import create_task_group + +if sys.version_info >= (3, 10): + from typing import TypeAlias +else: + from typing_extensions import TypeAlias + +StrOrBytesPath: TypeAlias = Union[str, bytes, "PathLike[str]", "PathLike[bytes]"] + + +async def run_process( + command: StrOrBytesPath | Sequence[StrOrBytesPath], + *, + input: bytes | None = None, + stdout: int | IO[Any] | None = PIPE, + stderr: int | IO[Any] | None = PIPE, + check: bool = True, + cwd: StrOrBytesPath | None = None, + env: Mapping[str, str] | None = None, + startupinfo: Any = None, + creationflags: int = 0, + start_new_session: bool = False, + pass_fds: Sequence[int] = (), + user: str | int | None = None, + group: str | int | None = None, + extra_groups: Iterable[str | int] | None = None, + umask: int = -1, +) -> CompletedProcess[bytes]: + """ + Run an external command in a subprocess and wait until it completes. + + .. seealso:: :func:`subprocess.run` + + :param command: either a string to pass to the shell, or an iterable of strings + containing the executable name or path and its arguments + :param input: bytes passed to the standard input of the subprocess + :param stdout: one of :data:`subprocess.PIPE`, :data:`subprocess.DEVNULL`, + a file-like object, or `None` + :param stderr: one of :data:`subprocess.PIPE`, :data:`subprocess.DEVNULL`, + :data:`subprocess.STDOUT`, a file-like object, or `None` + :param check: if ``True``, raise :exc:`~subprocess.CalledProcessError` if the + process terminates with a return code other than 0 + :param cwd: If not ``None``, change the working directory to this before running the + command + :param env: if not ``None``, this mapping replaces the inherited environment + variables from the parent process + :param startupinfo: an instance of :class:`subprocess.STARTUPINFO` that can be used + to specify process startup parameters (Windows only) + :param creationflags: flags that can be used to control the creation of the + subprocess (see :class:`subprocess.Popen` for the specifics) + :param start_new_session: if ``true`` the setsid() system call will be made in the + child process prior to the execution of the subprocess. (POSIX only) + :param pass_fds: sequence of file descriptors to keep open between the parent and + child processes. (POSIX only) + :param user: effective user to run the process as (Python >= 3.9, POSIX only) + :param group: effective group to run the process as (Python >= 3.9, POSIX only) + :param extra_groups: supplementary groups to set in the subprocess (Python >= 3.9, + POSIX only) + :param umask: if not negative, this umask is applied in the child process before + running the given command (Python >= 3.9, POSIX only) + :return: an object representing the completed process + :raises ~subprocess.CalledProcessError: if ``check`` is ``True`` and the process + exits with a nonzero return code + + """ + + async def drain_stream(stream: AsyncIterable[bytes], index: int) -> None: + buffer = BytesIO() + async for chunk in stream: + buffer.write(chunk) + + stream_contents[index] = buffer.getvalue() + + async with await open_process( + command, + stdin=PIPE if input else DEVNULL, + stdout=stdout, + stderr=stderr, + cwd=cwd, + env=env, + startupinfo=startupinfo, + creationflags=creationflags, + start_new_session=start_new_session, + pass_fds=pass_fds, + user=user, + group=group, + extra_groups=extra_groups, + umask=umask, + ) as process: + stream_contents: list[bytes | None] = [None, None] + async with create_task_group() as tg: + if process.stdout: + tg.start_soon(drain_stream, process.stdout, 0) + + if process.stderr: + tg.start_soon(drain_stream, process.stderr, 1) + + if process.stdin and input: + await process.stdin.send(input) + await process.stdin.aclose() + + await process.wait() + + output, errors = stream_contents + if check and process.returncode != 0: + raise CalledProcessError(cast(int, process.returncode), command, output, errors) + + return CompletedProcess(command, cast(int, process.returncode), output, errors) + + +async def open_process( + command: StrOrBytesPath | Sequence[StrOrBytesPath], + *, + stdin: int | IO[Any] | None = PIPE, + stdout: int | IO[Any] | None = PIPE, + stderr: int | IO[Any] | None = PIPE, + cwd: StrOrBytesPath | None = None, + env: Mapping[str, str] | None = None, + startupinfo: Any = None, + creationflags: int = 0, + start_new_session: bool = False, + pass_fds: Sequence[int] = (), + user: str | int | None = None, + group: str | int | None = None, + extra_groups: Iterable[str | int] | None = None, + umask: int = -1, +) -> Process: + """ + Start an external command in a subprocess. + + .. seealso:: :class:`subprocess.Popen` + + :param command: either a string to pass to the shell, or an iterable of strings + containing the executable name or path and its arguments + :param stdin: one of :data:`subprocess.PIPE`, :data:`subprocess.DEVNULL`, a + file-like object, or ``None`` + :param stdout: one of :data:`subprocess.PIPE`, :data:`subprocess.DEVNULL`, + a file-like object, or ``None`` + :param stderr: one of :data:`subprocess.PIPE`, :data:`subprocess.DEVNULL`, + :data:`subprocess.STDOUT`, a file-like object, or ``None`` + :param cwd: If not ``None``, the working directory is changed before executing + :param env: If env is not ``None``, it must be a mapping that defines the + environment variables for the new process + :param creationflags: flags that can be used to control the creation of the + subprocess (see :class:`subprocess.Popen` for the specifics) + :param startupinfo: an instance of :class:`subprocess.STARTUPINFO` that can be used + to specify process startup parameters (Windows only) + :param start_new_session: if ``true`` the setsid() system call will be made in the + child process prior to the execution of the subprocess. (POSIX only) + :param pass_fds: sequence of file descriptors to keep open between the parent and + child processes. (POSIX only) + :param user: effective user to run the process as (POSIX only) + :param group: effective group to run the process as (POSIX only) + :param extra_groups: supplementary groups to set in the subprocess (POSIX only) + :param umask: if not negative, this umask is applied in the child process before + running the given command (POSIX only) + :return: an asynchronous process object + + """ + kwargs: dict[str, Any] = {} + if user is not None: + kwargs["user"] = user + + if group is not None: + kwargs["group"] = group + + if extra_groups is not None: + kwargs["extra_groups"] = group + + if umask >= 0: + kwargs["umask"] = umask + + return await get_async_backend().open_process( + command, + stdin=stdin, + stdout=stdout, + stderr=stderr, + cwd=cwd, + env=env, + startupinfo=startupinfo, + creationflags=creationflags, + start_new_session=start_new_session, + pass_fds=pass_fds, + **kwargs, + ) diff --git a/vllm/lib/python3.10/site-packages/anyio/abc/__init__.py b/vllm/lib/python3.10/site-packages/anyio/abc/__init__.py new file mode 100644 index 0000000000000000000000000000000000000000..3d3b61cc9a06019489fe94bdd00c4ff904805136 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/abc/__init__.py @@ -0,0 +1,55 @@ +from __future__ import annotations + +from ._eventloop import AsyncBackend as AsyncBackend +from ._resources import AsyncResource as AsyncResource +from ._sockets import ConnectedUDPSocket as ConnectedUDPSocket +from ._sockets import ConnectedUNIXDatagramSocket as ConnectedUNIXDatagramSocket +from ._sockets import IPAddressType as IPAddressType +from ._sockets import IPSockAddrType as IPSockAddrType +from ._sockets import SocketAttribute as SocketAttribute +from ._sockets import SocketListener as SocketListener +from ._sockets import SocketStream as SocketStream +from ._sockets import UDPPacketType as UDPPacketType +from ._sockets import UDPSocket as UDPSocket +from ._sockets import UNIXDatagramPacketType as UNIXDatagramPacketType +from ._sockets import UNIXDatagramSocket as UNIXDatagramSocket +from ._sockets import UNIXSocketStream as UNIXSocketStream +from ._streams import AnyByteReceiveStream as AnyByteReceiveStream +from ._streams import AnyByteSendStream as AnyByteSendStream +from ._streams import AnyByteStream as AnyByteStream +from ._streams import AnyUnreliableByteReceiveStream as AnyUnreliableByteReceiveStream +from ._streams import AnyUnreliableByteSendStream as AnyUnreliableByteSendStream +from ._streams import AnyUnreliableByteStream as AnyUnreliableByteStream +from ._streams import ByteReceiveStream as ByteReceiveStream +from ._streams import ByteSendStream as ByteSendStream +from ._streams import ByteStream as ByteStream +from ._streams import Listener as Listener +from ._streams import ObjectReceiveStream as ObjectReceiveStream +from ._streams import ObjectSendStream as ObjectSendStream +from ._streams import ObjectStream as ObjectStream +from ._streams import UnreliableObjectReceiveStream as UnreliableObjectReceiveStream +from ._streams import UnreliableObjectSendStream as UnreliableObjectSendStream +from ._streams import UnreliableObjectStream as UnreliableObjectStream +from ._subprocesses import Process as Process +from ._tasks import TaskGroup as TaskGroup +from ._tasks import TaskStatus as TaskStatus +from ._testing import TestRunner as TestRunner + +# Re-exported here, for backwards compatibility +# isort: off +from .._core._synchronization import ( + CapacityLimiter as CapacityLimiter, + Condition as Condition, + Event as Event, + Lock as Lock, + Semaphore as Semaphore, +) +from .._core._tasks import CancelScope as CancelScope +from ..from_thread import BlockingPortal as BlockingPortal + +# Re-export imports so they look like they live directly in this package +for __value in list(locals().values()): + if getattr(__value, "__module__", "").startswith("anyio.abc."): + __value.__module__ = __name__ + +del __value diff --git 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0000000000000000000000000000000000000000..1c6a450cdcd1e66ed55685438e8f6f393ccfa828 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/abc/_sockets.py @@ -0,0 +1,194 @@ +from __future__ import annotations + +import socket +from abc import abstractmethod +from collections.abc import Callable, Collection, Mapping +from contextlib import AsyncExitStack +from io import IOBase +from ipaddress import IPv4Address, IPv6Address +from socket import AddressFamily +from types import TracebackType +from typing import Any, TypeVar, Union + +from .._core._typedattr import ( + TypedAttributeProvider, + TypedAttributeSet, + typed_attribute, +) +from ._streams import ByteStream, Listener, UnreliableObjectStream +from ._tasks import TaskGroup + +IPAddressType = Union[str, IPv4Address, IPv6Address] +IPSockAddrType = tuple[str, int] +SockAddrType = Union[IPSockAddrType, str] +UDPPacketType = tuple[bytes, IPSockAddrType] +UNIXDatagramPacketType = tuple[bytes, str] +T_Retval = TypeVar("T_Retval") + + +class _NullAsyncContextManager: + async def __aenter__(self) -> None: + pass + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + return None + + +class SocketAttribute(TypedAttributeSet): + #: the address family of the underlying socket + family: AddressFamily = typed_attribute() + #: the local socket address of the underlying socket + local_address: SockAddrType = typed_attribute() + #: for IP addresses, the local port the underlying socket is bound to + local_port: int = typed_attribute() + #: the underlying stdlib socket object + raw_socket: socket.socket = typed_attribute() + #: the remote address the underlying socket is connected to + remote_address: SockAddrType = typed_attribute() + #: for IP addresses, the remote port the underlying socket is connected to + remote_port: int = typed_attribute() + + +class _SocketProvider(TypedAttributeProvider): + @property + def extra_attributes(self) -> Mapping[Any, Callable[[], Any]]: + from .._core._sockets import convert_ipv6_sockaddr as convert + + attributes: dict[Any, Callable[[], Any]] = { + SocketAttribute.family: lambda: self._raw_socket.family, + SocketAttribute.local_address: lambda: convert( + self._raw_socket.getsockname() + ), + SocketAttribute.raw_socket: lambda: self._raw_socket, + } + try: + peername: tuple[str, int] | None = convert(self._raw_socket.getpeername()) + except OSError: + peername = None + + # Provide the remote address for connected sockets + if peername is not None: + attributes[SocketAttribute.remote_address] = lambda: peername + + # Provide local and remote ports for IP based sockets + if self._raw_socket.family in (AddressFamily.AF_INET, AddressFamily.AF_INET6): + attributes[SocketAttribute.local_port] = ( + lambda: self._raw_socket.getsockname()[1] + ) + if peername is not None: + remote_port = peername[1] + attributes[SocketAttribute.remote_port] = lambda: remote_port + + return attributes + + @property + @abstractmethod + def _raw_socket(self) -> socket.socket: + pass + + +class SocketStream(ByteStream, _SocketProvider): + """ + Transports bytes over a socket. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ + + +class UNIXSocketStream(SocketStream): + @abstractmethod + async def send_fds(self, message: bytes, fds: Collection[int | IOBase]) -> None: + """ + Send file descriptors along with a message to the peer. + + :param message: a non-empty bytestring + :param fds: a collection of files (either numeric file descriptors or open file + or socket objects) + """ + + @abstractmethod + async def receive_fds(self, msglen: int, maxfds: int) -> tuple[bytes, list[int]]: + """ + Receive file descriptors along with a message from the peer. + + :param msglen: length of the message to expect from the peer + :param maxfds: maximum number of file descriptors to expect from the peer + :return: a tuple of (message, file descriptors) + """ + + +class SocketListener(Listener[SocketStream], _SocketProvider): + """ + Listens to incoming socket connections. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ + + @abstractmethod + async def accept(self) -> SocketStream: + """Accept an incoming connection.""" + + async def serve( + self, + handler: Callable[[SocketStream], Any], + task_group: TaskGroup | None = None, + ) -> None: + from .. import create_task_group + + async with AsyncExitStack() as stack: + if task_group is None: + task_group = await stack.enter_async_context(create_task_group()) + + while True: + stream = await self.accept() + task_group.start_soon(handler, stream) + + +class UDPSocket(UnreliableObjectStream[UDPPacketType], _SocketProvider): + """ + Represents an unconnected UDP socket. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ + + async def sendto(self, data: bytes, host: str, port: int) -> None: + """ + Alias for :meth:`~.UnreliableObjectSendStream.send` ((data, (host, port))). + + """ + return await self.send((data, (host, port))) + + +class ConnectedUDPSocket(UnreliableObjectStream[bytes], _SocketProvider): + """ + Represents an connected UDP socket. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ + + +class UNIXDatagramSocket( + UnreliableObjectStream[UNIXDatagramPacketType], _SocketProvider +): + """ + Represents an unconnected Unix datagram socket. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ + + async def sendto(self, data: bytes, path: str) -> None: + """Alias for :meth:`~.UnreliableObjectSendStream.send` ((data, path)).""" + return await self.send((data, path)) + + +class ConnectedUNIXDatagramSocket(UnreliableObjectStream[bytes], _SocketProvider): + """ + Represents a connected Unix datagram socket. + + Supports all relevant extra attributes from :class:`~SocketAttribute`. + """ diff --git a/vllm/lib/python3.10/site-packages/anyio/abc/_streams.py b/vllm/lib/python3.10/site-packages/anyio/abc/_streams.py new file mode 100644 index 0000000000000000000000000000000000000000..8c638683a49245b377ed1917e0385284be5a46dd --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/abc/_streams.py @@ -0,0 +1,203 @@ +from __future__ import annotations + +from abc import abstractmethod +from collections.abc import Callable +from typing import Any, Generic, TypeVar, Union + +from .._core._exceptions import EndOfStream +from .._core._typedattr import TypedAttributeProvider +from ._resources import AsyncResource +from ._tasks import TaskGroup + +T_Item = TypeVar("T_Item") +T_co = TypeVar("T_co", covariant=True) +T_contra = TypeVar("T_contra", contravariant=True) + + +class UnreliableObjectReceiveStream( + Generic[T_co], AsyncResource, TypedAttributeProvider +): + """ + An interface for receiving objects. + + This interface makes no guarantees that the received messages arrive in the order in + which they were sent, or that no messages are missed. + + Asynchronously iterating over objects of this type will yield objects matching the + given type parameter. + """ + + def __aiter__(self) -> UnreliableObjectReceiveStream[T_co]: + return self + + async def __anext__(self) -> T_co: + try: + return await self.receive() + except EndOfStream: + raise StopAsyncIteration + + @abstractmethod + async def receive(self) -> T_co: + """ + Receive the next item. + + :raises ~anyio.ClosedResourceError: if the receive stream has been explicitly + closed + :raises ~anyio.EndOfStream: if this stream has been closed from the other end + :raises ~anyio.BrokenResourceError: if this stream has been rendered unusable + due to external causes + """ + + +class UnreliableObjectSendStream( + Generic[T_contra], AsyncResource, TypedAttributeProvider +): + """ + An interface for sending objects. + + This interface makes no guarantees that the messages sent will reach the + recipient(s) in the same order in which they were sent, or at all. + """ + + @abstractmethod + async def send(self, item: T_contra) -> None: + """ + Send an item to the peer(s). + + :param item: the item to send + :raises ~anyio.ClosedResourceError: if the send stream has been explicitly + closed + :raises ~anyio.BrokenResourceError: if this stream has been rendered unusable + due to external causes + """ + + +class UnreliableObjectStream( + UnreliableObjectReceiveStream[T_Item], UnreliableObjectSendStream[T_Item] +): + """ + A bidirectional message stream which does not guarantee the order or reliability of + message delivery. + """ + + +class ObjectReceiveStream(UnreliableObjectReceiveStream[T_co]): + """ + A receive message stream which guarantees that messages are received in the same + order in which they were sent, and that no messages are missed. + """ + + +class ObjectSendStream(UnreliableObjectSendStream[T_contra]): + """ + A send message stream which guarantees that messages are delivered in the same order + in which they were sent, without missing any messages in the middle. + """ + + +class ObjectStream( + ObjectReceiveStream[T_Item], + ObjectSendStream[T_Item], + UnreliableObjectStream[T_Item], +): + """ + A bidirectional message stream which guarantees the order and reliability of message + delivery. + """ + + @abstractmethod + async def send_eof(self) -> None: + """ + Send an end-of-file indication to the peer. + + You should not try to send any further data to this stream after calling this + method. This method is idempotent (does nothing on successive calls). + """ + + +class ByteReceiveStream(AsyncResource, TypedAttributeProvider): + """ + An interface for receiving bytes from a single peer. + + Iterating this byte stream will yield a byte string of arbitrary length, but no more + than 65536 bytes. + """ + + def __aiter__(self) -> ByteReceiveStream: + return self + + async def __anext__(self) -> bytes: + try: + return await self.receive() + except EndOfStream: + raise StopAsyncIteration + + @abstractmethod + async def receive(self, max_bytes: int = 65536) -> bytes: + """ + Receive at most ``max_bytes`` bytes from the peer. + + .. note:: Implementors of this interface should not return an empty + :class:`bytes` object, and users should ignore them. + + :param max_bytes: maximum number of bytes to receive + :return: the received bytes + :raises ~anyio.EndOfStream: if this stream has been closed from the other end + """ + + +class ByteSendStream(AsyncResource, TypedAttributeProvider): + """An interface for sending bytes to a single peer.""" + + @abstractmethod + async def send(self, item: bytes) -> None: + """ + Send the given bytes to the peer. + + :param item: the bytes to send + """ + + +class ByteStream(ByteReceiveStream, ByteSendStream): + """A bidirectional byte stream.""" + + @abstractmethod + async def send_eof(self) -> None: + """ + Send an end-of-file indication to the peer. + + You should not try to send any further data to this stream after calling this + method. This method is idempotent (does nothing on successive calls). + """ + + +#: Type alias for all unreliable bytes-oriented receive streams. +AnyUnreliableByteReceiveStream = Union[ + UnreliableObjectReceiveStream[bytes], ByteReceiveStream +] +#: Type alias for all unreliable bytes-oriented send streams. +AnyUnreliableByteSendStream = Union[UnreliableObjectSendStream[bytes], ByteSendStream] +#: Type alias for all unreliable bytes-oriented streams. +AnyUnreliableByteStream = Union[UnreliableObjectStream[bytes], ByteStream] +#: Type alias for all bytes-oriented receive streams. +AnyByteReceiveStream = Union[ObjectReceiveStream[bytes], ByteReceiveStream] +#: Type alias for all bytes-oriented send streams. +AnyByteSendStream = Union[ObjectSendStream[bytes], ByteSendStream] +#: Type alias for all bytes-oriented streams. +AnyByteStream = Union[ObjectStream[bytes], ByteStream] + + +class Listener(Generic[T_co], AsyncResource, TypedAttributeProvider): + """An interface for objects that let you accept incoming connections.""" + + @abstractmethod + async def serve( + self, handler: Callable[[T_co], Any], task_group: TaskGroup | None = None + ) -> None: + """ + Accept incoming connections as they come in and start tasks to handle them. + + :param handler: a callable that will be used to handle each accepted connection + :param task_group: the task group that will be used to start tasks for handling + each accepted connection (if omitted, an ad-hoc task group will be created) + """ diff --git a/vllm/lib/python3.10/site-packages/anyio/abc/_testing.py b/vllm/lib/python3.10/site-packages/anyio/abc/_testing.py new file mode 100644 index 0000000000000000000000000000000000000000..7c50ed76dc4d8df41262973a0122295523e2a935 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/abc/_testing.py @@ -0,0 +1,65 @@ +from __future__ import annotations + +import types +from abc import ABCMeta, abstractmethod +from collections.abc import AsyncGenerator, Callable, Coroutine, Iterable +from typing import Any, TypeVar + +_T = TypeVar("_T") + + +class TestRunner(metaclass=ABCMeta): + """ + Encapsulates a running event loop. Every call made through this object will use the + same event loop. + """ + + def __enter__(self) -> TestRunner: + return self + + @abstractmethod + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: types.TracebackType | None, + ) -> bool | None: ... + + @abstractmethod + def run_asyncgen_fixture( + self, + fixture_func: Callable[..., AsyncGenerator[_T, Any]], + kwargs: dict[str, Any], + ) -> Iterable[_T]: + """ + Run an async generator fixture. + + :param fixture_func: the fixture function + :param kwargs: keyword arguments to call the fixture function with + :return: an iterator yielding the value yielded from the async generator + """ + + @abstractmethod + def run_fixture( + self, + fixture_func: Callable[..., Coroutine[Any, Any, _T]], + kwargs: dict[str, Any], + ) -> _T: + """ + Run an async fixture. + + :param fixture_func: the fixture function + :param kwargs: keyword arguments to call the fixture function with + :return: the return value of the fixture function + """ + + @abstractmethod + def run_test( + self, test_func: Callable[..., Coroutine[Any, Any, Any]], kwargs: dict[str, Any] + ) -> None: + """ + Run an async test function. + + :param test_func: the test function + :param kwargs: keyword arguments to call the test function with + """ diff --git a/vllm/lib/python3.10/site-packages/anyio/from_thread.py b/vllm/lib/python3.10/site-packages/anyio/from_thread.py new file mode 100644 index 0000000000000000000000000000000000000000..93a4cfe8e49fc7dcd6d28fc0a794cd3fab0542d8 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/from_thread.py @@ -0,0 +1,527 @@ +from __future__ import annotations + +import sys +from collections.abc import Awaitable, Callable, Generator +from concurrent.futures import Future +from contextlib import ( + AbstractAsyncContextManager, + AbstractContextManager, + contextmanager, +) +from dataclasses import dataclass, field +from inspect import isawaitable +from threading import Lock, Thread, get_ident +from types import TracebackType +from typing import ( + Any, + Generic, + TypeVar, + cast, + overload, +) + +from ._core import _eventloop +from ._core._eventloop import get_async_backend, get_cancelled_exc_class, threadlocals +from ._core._synchronization import Event +from ._core._tasks import CancelScope, create_task_group +from .abc import AsyncBackend +from .abc._tasks import TaskStatus + +if sys.version_info >= (3, 11): + from typing import TypeVarTuple, Unpack +else: + from typing_extensions import TypeVarTuple, Unpack + +T_Retval = TypeVar("T_Retval") +T_co = TypeVar("T_co", covariant=True) +PosArgsT = TypeVarTuple("PosArgsT") + + +def run( + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], *args: Unpack[PosArgsT] +) -> T_Retval: + """ + Call a coroutine function from a worker thread. + + :param func: a coroutine function + :param args: positional arguments for the callable + :return: the return value of the coroutine function + + """ + try: + async_backend = threadlocals.current_async_backend + token = threadlocals.current_token + except AttributeError: + raise RuntimeError( + "This function can only be run from an AnyIO worker thread" + ) from None + + return async_backend.run_async_from_thread(func, args, token=token) + + +def run_sync( + func: Callable[[Unpack[PosArgsT]], T_Retval], *args: Unpack[PosArgsT] +) -> T_Retval: + """ + Call a function in the event loop thread from a worker thread. + + :param func: a callable + :param args: positional arguments for the callable + :return: the return value of the callable + + """ + try: + async_backend = threadlocals.current_async_backend + token = threadlocals.current_token + except AttributeError: + raise RuntimeError( + "This function can only be run from an AnyIO worker thread" + ) from None + + return async_backend.run_sync_from_thread(func, args, token=token) + + +class _BlockingAsyncContextManager(Generic[T_co], AbstractContextManager): + _enter_future: Future[T_co] + _exit_future: Future[bool | None] + _exit_event: Event + _exit_exc_info: tuple[ + type[BaseException] | None, BaseException | None, TracebackType | None + ] = (None, None, None) + + def __init__( + self, async_cm: AbstractAsyncContextManager[T_co], portal: BlockingPortal + ): + self._async_cm = async_cm + self._portal = portal + + async def run_async_cm(self) -> bool | None: + try: + self._exit_event = Event() + value = await self._async_cm.__aenter__() + except BaseException as exc: + self._enter_future.set_exception(exc) + raise + else: + self._enter_future.set_result(value) + + try: + # Wait for the sync context manager to exit. + # This next statement can raise `get_cancelled_exc_class()` if + # something went wrong in a task group in this async context + # manager. + await self._exit_event.wait() + finally: + # In case of cancellation, it could be that we end up here before + # `_BlockingAsyncContextManager.__exit__` is called, and an + # `_exit_exc_info` has been set. + result = await self._async_cm.__aexit__(*self._exit_exc_info) + return result + + def __enter__(self) -> T_co: + self._enter_future = Future() + self._exit_future = self._portal.start_task_soon(self.run_async_cm) + return self._enter_future.result() + + def __exit__( + self, + __exc_type: type[BaseException] | None, + __exc_value: BaseException | None, + __traceback: TracebackType | None, + ) -> bool | None: + self._exit_exc_info = __exc_type, __exc_value, __traceback + self._portal.call(self._exit_event.set) + return self._exit_future.result() + + +class _BlockingPortalTaskStatus(TaskStatus): + def __init__(self, future: Future): + self._future = future + + def started(self, value: object = None) -> None: + self._future.set_result(value) + + +class BlockingPortal: + """An object that lets external threads run code in an asynchronous event loop.""" + + def __new__(cls) -> BlockingPortal: + return get_async_backend().create_blocking_portal() + + def __init__(self) -> None: + self._event_loop_thread_id: int | None = get_ident() + self._stop_event = Event() + self._task_group = create_task_group() + self._cancelled_exc_class = get_cancelled_exc_class() + + async def __aenter__(self) -> BlockingPortal: + await self._task_group.__aenter__() + return self + + async def __aexit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> bool | None: + await self.stop() + return await self._task_group.__aexit__(exc_type, exc_val, exc_tb) + + def _check_running(self) -> None: + if self._event_loop_thread_id is None: + raise RuntimeError("This portal is not running") + if self._event_loop_thread_id == get_ident(): + raise RuntimeError( + "This method cannot be called from the event loop thread" + ) + + async def sleep_until_stopped(self) -> None: + """Sleep until :meth:`stop` is called.""" + await self._stop_event.wait() + + async def stop(self, cancel_remaining: bool = False) -> None: + """ + Signal the portal to shut down. + + This marks the portal as no longer accepting new calls and exits from + :meth:`sleep_until_stopped`. + + :param cancel_remaining: ``True`` to cancel all the remaining tasks, ``False`` + to let them finish before returning + + """ + self._event_loop_thread_id = None + self._stop_event.set() + if cancel_remaining: + self._task_group.cancel_scope.cancel() + + async def _call_func( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + future: Future[T_Retval], + ) -> None: + def callback(f: Future[T_Retval]) -> None: + if f.cancelled() and self._event_loop_thread_id not in ( + None, + get_ident(), + ): + self.call(scope.cancel) + + try: + retval_or_awaitable = func(*args, **kwargs) + if isawaitable(retval_or_awaitable): + with CancelScope() as scope: + if future.cancelled(): + scope.cancel() + else: + future.add_done_callback(callback) + + retval = await retval_or_awaitable + else: + retval = retval_or_awaitable + except self._cancelled_exc_class: + future.cancel() + future.set_running_or_notify_cancel() + except BaseException as exc: + if not future.cancelled(): + future.set_exception(exc) + + # Let base exceptions fall through + if not isinstance(exc, Exception): + raise + else: + if not future.cancelled(): + future.set_result(retval) + finally: + scope = None # type: ignore[assignment] + + def _spawn_task_from_thread( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + args: tuple[Unpack[PosArgsT]], + kwargs: dict[str, Any], + name: object, + future: Future[T_Retval], + ) -> None: + """ + Spawn a new task using the given callable. + + Implementors must ensure that the future is resolved when the task finishes. + + :param func: a callable + :param args: positional arguments to be passed to the callable + :param kwargs: keyword arguments to be passed to the callable + :param name: name of the task (will be coerced to a string if not ``None``) + :param future: a future that will resolve to the return value of the callable, + or the exception raised during its execution + + """ + raise NotImplementedError + + @overload + def call( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + *args: Unpack[PosArgsT], + ) -> T_Retval: ... + + @overload + def call( + self, func: Callable[[Unpack[PosArgsT]], T_Retval], *args: Unpack[PosArgsT] + ) -> T_Retval: ... + + def call( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + *args: Unpack[PosArgsT], + ) -> T_Retval: + """ + Call the given function in the event loop thread. + + If the callable returns a coroutine object, it is awaited on. + + :param func: any callable + :raises RuntimeError: if the portal is not running or if this method is called + from within the event loop thread + + """ + return cast(T_Retval, self.start_task_soon(func, *args).result()) + + @overload + def start_task_soon( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval]], + *args: Unpack[PosArgsT], + name: object = None, + ) -> Future[T_Retval]: ... + + @overload + def start_task_soon( + self, + func: Callable[[Unpack[PosArgsT]], T_Retval], + *args: Unpack[PosArgsT], + name: object = None, + ) -> Future[T_Retval]: ... + + def start_task_soon( + self, + func: Callable[[Unpack[PosArgsT]], Awaitable[T_Retval] | T_Retval], + *args: Unpack[PosArgsT], + name: object = None, + ) -> Future[T_Retval]: + """ + Start a task in the portal's task group. + + The task will be run inside a cancel scope which can be cancelled by cancelling + the returned future. + + :param func: the target function + :param args: positional arguments passed to ``func`` + :param name: name of the task (will be coerced to a string if not ``None``) + :return: a future that resolves with the return value of the callable if the + task completes successfully, or with the exception raised in the task + :raises RuntimeError: if the portal is not running or if this method is called + from within the event loop thread + :rtype: concurrent.futures.Future[T_Retval] + + .. versionadded:: 3.0 + + """ + self._check_running() + f: Future[T_Retval] = Future() + self._spawn_task_from_thread(func, args, {}, name, f) + return f + + def start_task( + self, + func: Callable[..., Awaitable[T_Retval]], + *args: object, + name: object = None, + ) -> tuple[Future[T_Retval], Any]: + """ + Start a task in the portal's task group and wait until it signals for readiness. + + This method works the same way as :meth:`.abc.TaskGroup.start`. + + :param func: the target function + :param args: positional arguments passed to ``func`` + :param name: name of the task (will be coerced to a string if not ``None``) + :return: a tuple of (future, task_status_value) where the ``task_status_value`` + is the value passed to ``task_status.started()`` from within the target + function + :rtype: tuple[concurrent.futures.Future[T_Retval], Any] + + .. versionadded:: 3.0 + + """ + + def task_done(future: Future[T_Retval]) -> None: + if not task_status_future.done(): + if future.cancelled(): + task_status_future.cancel() + elif future.exception(): + task_status_future.set_exception(future.exception()) + else: + exc = RuntimeError( + "Task exited without calling task_status.started()" + ) + task_status_future.set_exception(exc) + + self._check_running() + task_status_future: Future = Future() + task_status = _BlockingPortalTaskStatus(task_status_future) + f: Future = Future() + f.add_done_callback(task_done) + self._spawn_task_from_thread(func, args, {"task_status": task_status}, name, f) + return f, task_status_future.result() + + def wrap_async_context_manager( + self, cm: AbstractAsyncContextManager[T_co] + ) -> AbstractContextManager[T_co]: + """ + Wrap an async context manager as a synchronous context manager via this portal. + + Spawns a task that will call both ``__aenter__()`` and ``__aexit__()``, stopping + in the middle until the synchronous context manager exits. + + :param cm: an asynchronous context manager + :return: a synchronous context manager + + .. versionadded:: 2.1 + + """ + return _BlockingAsyncContextManager(cm, self) + + +@dataclass +class BlockingPortalProvider: + """ + A manager for a blocking portal. Used as a context manager. The first thread to + enter this context manager causes a blocking portal to be started with the specific + parameters, and the last thread to exit causes the portal to be shut down. Thus, + there will be exactly one blocking portal running in this context as long as at + least one thread has entered this context manager. + + The parameters are the same as for :func:`~anyio.run`. + + :param backend: name of the backend + :param backend_options: backend options + + .. versionadded:: 4.4 + """ + + backend: str = "asyncio" + backend_options: dict[str, Any] | None = None + _lock: Lock = field(init=False, default_factory=Lock) + _leases: int = field(init=False, default=0) + _portal: BlockingPortal = field(init=False) + _portal_cm: AbstractContextManager[BlockingPortal] | None = field( + init=False, default=None + ) + + def __enter__(self) -> BlockingPortal: + with self._lock: + if self._portal_cm is None: + self._portal_cm = start_blocking_portal( + self.backend, self.backend_options + ) + self._portal = self._portal_cm.__enter__() + + self._leases += 1 + return self._portal + + def __exit__( + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, + ) -> None: + portal_cm: AbstractContextManager[BlockingPortal] | None = None + with self._lock: + assert self._portal_cm + assert self._leases > 0 + self._leases -= 1 + if not self._leases: + portal_cm = self._portal_cm + self._portal_cm = None + del self._portal + + if portal_cm: + portal_cm.__exit__(None, None, None) + + +@contextmanager +def start_blocking_portal( + backend: str = "asyncio", backend_options: dict[str, Any] | None = None +) -> Generator[BlockingPortal, Any, None]: + """ + Start a new event loop in a new thread and run a blocking portal in its main task. + + The parameters are the same as for :func:`~anyio.run`. + + :param backend: name of the backend + :param backend_options: backend options + :return: a context manager that yields a blocking portal + + .. versionchanged:: 3.0 + Usage as a context manager is now required. + + """ + + async def run_portal() -> None: + async with BlockingPortal() as portal_: + future.set_result(portal_) + await portal_.sleep_until_stopped() + + def run_blocking_portal() -> None: + if future.set_running_or_notify_cancel(): + try: + _eventloop.run( + run_portal, backend=backend, backend_options=backend_options + ) + except BaseException as exc: + if not future.done(): + future.set_exception(exc) + + future: Future[BlockingPortal] = Future() + thread = Thread(target=run_blocking_portal, daemon=True) + thread.start() + try: + cancel_remaining_tasks = False + portal = future.result() + try: + yield portal + except BaseException: + cancel_remaining_tasks = True + raise + finally: + try: + portal.call(portal.stop, cancel_remaining_tasks) + except RuntimeError: + pass + finally: + thread.join() + + +def check_cancelled() -> None: + """ + Check if the cancel scope of the host task's running the current worker thread has + been cancelled. + + If the host task's current cancel scope has indeed been cancelled, the + backend-specific cancellation exception will be raised. + + :raises RuntimeError: if the current thread was not spawned by + :func:`.to_thread.run_sync` + + """ + try: + async_backend: AsyncBackend = threadlocals.current_async_backend + except AttributeError: + raise RuntimeError( + "This function can only be run from an AnyIO worker thread" + ) from None + + async_backend.check_cancelled() diff --git a/vllm/lib/python3.10/site-packages/anyio/lowlevel.py b/vllm/lib/python3.10/site-packages/anyio/lowlevel.py new file mode 100644 index 0000000000000000000000000000000000000000..14c7668cb3fc50d71a79b1af1d29b7dc18742660 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/lowlevel.py @@ -0,0 +1,161 @@ +from __future__ import annotations + +import enum +from dataclasses import dataclass +from typing import Any, Generic, Literal, TypeVar, overload +from weakref import WeakKeyDictionary + +from ._core._eventloop import get_async_backend + +T = TypeVar("T") +D = TypeVar("D") + + +async def checkpoint() -> None: + """ + Check for cancellation and allow the scheduler to switch to another task. + + Equivalent to (but more efficient than):: + + await checkpoint_if_cancelled() + await cancel_shielded_checkpoint() + + + .. versionadded:: 3.0 + + """ + await get_async_backend().checkpoint() + + +async def checkpoint_if_cancelled() -> None: + """ + Enter a checkpoint if the enclosing cancel scope has been cancelled. + + This does not allow the scheduler to switch to a different task. + + .. versionadded:: 3.0 + + """ + await get_async_backend().checkpoint_if_cancelled() + + +async def cancel_shielded_checkpoint() -> None: + """ + Allow the scheduler to switch to another task but without checking for cancellation. + + Equivalent to (but potentially more efficient than):: + + with CancelScope(shield=True): + await checkpoint() + + + .. versionadded:: 3.0 + + """ + await get_async_backend().cancel_shielded_checkpoint() + + +def current_token() -> object: + """ + Return a backend specific token object that can be used to get back to the event + loop. + + """ + return get_async_backend().current_token() + + +_run_vars: WeakKeyDictionary[Any, dict[str, Any]] = WeakKeyDictionary() +_token_wrappers: dict[Any, _TokenWrapper] = {} + + +@dataclass(frozen=True) +class _TokenWrapper: + __slots__ = "_token", "__weakref__" + _token: object + + +class _NoValueSet(enum.Enum): + NO_VALUE_SET = enum.auto() + + +class RunvarToken(Generic[T]): + __slots__ = "_var", "_value", "_redeemed" + + def __init__(self, var: RunVar[T], value: T | Literal[_NoValueSet.NO_VALUE_SET]): + self._var = var + self._value: T | Literal[_NoValueSet.NO_VALUE_SET] = value + self._redeemed = False + + +class RunVar(Generic[T]): + """ + Like a :class:`~contextvars.ContextVar`, except scoped to the running event loop. + """ + + __slots__ = "_name", "_default" + + NO_VALUE_SET: Literal[_NoValueSet.NO_VALUE_SET] = _NoValueSet.NO_VALUE_SET + + _token_wrappers: set[_TokenWrapper] = set() + + def __init__( + self, name: str, default: T | Literal[_NoValueSet.NO_VALUE_SET] = NO_VALUE_SET + ): + self._name = name + self._default = default + + @property + def _current_vars(self) -> dict[str, T]: + token = current_token() + try: + return _run_vars[token] + except KeyError: + run_vars = _run_vars[token] = {} + return run_vars + + @overload + def get(self, default: D) -> T | D: ... + + @overload + def get(self) -> T: ... + + def get( + self, default: D | Literal[_NoValueSet.NO_VALUE_SET] = NO_VALUE_SET + ) -> T | D: + try: + return self._current_vars[self._name] + except KeyError: + if default is not RunVar.NO_VALUE_SET: + return default + elif self._default is not RunVar.NO_VALUE_SET: + return self._default + + raise LookupError( + f'Run variable "{self._name}" has no value and no default set' + ) + + def set(self, value: T) -> RunvarToken[T]: + current_vars = self._current_vars + token = RunvarToken(self, current_vars.get(self._name, RunVar.NO_VALUE_SET)) + current_vars[self._name] = value + return token + + def reset(self, token: RunvarToken[T]) -> None: + if token._var is not self: + raise ValueError("This token does not belong to this RunVar") + + if token._redeemed: + raise ValueError("This token has already been used") + + if token._value is _NoValueSet.NO_VALUE_SET: + try: + del self._current_vars[self._name] + except KeyError: + pass + else: + self._current_vars[self._name] = token._value + + token._redeemed = True + + def __repr__(self) -> str: + return f"" diff --git a/vllm/lib/python3.10/site-packages/anyio/py.typed b/vllm/lib/python3.10/site-packages/anyio/py.typed new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 diff --git a/vllm/lib/python3.10/site-packages/anyio/pytest_plugin.py b/vllm/lib/python3.10/site-packages/anyio/pytest_plugin.py new file mode 100644 index 0000000000000000000000000000000000000000..4a0d59dd06736eee90e069aeba42c1a69d398a78 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/pytest_plugin.py @@ -0,0 +1,191 @@ +from __future__ import annotations + +import sys +from collections.abc import Generator, Iterator +from contextlib import ExitStack, contextmanager +from inspect import isasyncgenfunction, iscoroutinefunction, ismethod +from typing import Any, cast + +import pytest +import sniffio +from _pytest.fixtures import SubRequest +from _pytest.outcomes import Exit + +from ._core._eventloop import get_all_backends, get_async_backend +from ._core._exceptions import iterate_exceptions +from .abc import TestRunner + +if sys.version_info < (3, 11): + from exceptiongroup import ExceptionGroup + +_current_runner: TestRunner | None = None +_runner_stack: ExitStack | None = None +_runner_leases = 0 + + +def extract_backend_and_options(backend: object) -> tuple[str, dict[str, Any]]: + if isinstance(backend, str): + return backend, {} + elif isinstance(backend, tuple) and len(backend) == 2: + if isinstance(backend[0], str) and isinstance(backend[1], dict): + return cast(tuple[str, dict[str, Any]], backend) + + raise TypeError("anyio_backend must be either a string or tuple of (string, dict)") + + +@contextmanager +def get_runner( + backend_name: str, backend_options: dict[str, Any] +) -> Iterator[TestRunner]: + global _current_runner, _runner_leases, _runner_stack + if _current_runner is None: + asynclib = get_async_backend(backend_name) + _runner_stack = ExitStack() + if sniffio.current_async_library_cvar.get(None) is None: + # Since we're in control of the event loop, we can cache the name of the + # async library + token = sniffio.current_async_library_cvar.set(backend_name) + _runner_stack.callback(sniffio.current_async_library_cvar.reset, token) + + backend_options = backend_options or {} + _current_runner = _runner_stack.enter_context( + asynclib.create_test_runner(backend_options) + ) + + _runner_leases += 1 + try: + yield _current_runner + finally: + _runner_leases -= 1 + if not _runner_leases: + assert _runner_stack is not None + _runner_stack.close() + _runner_stack = _current_runner = None + + +def pytest_configure(config: Any) -> None: + config.addinivalue_line( + "markers", + "anyio: mark the (coroutine function) test to be run " + "asynchronously via anyio.", + ) + + +@pytest.hookimpl(hookwrapper=True) +def pytest_fixture_setup(fixturedef: Any, request: Any) -> Generator[Any]: + def wrapper( + *args: Any, anyio_backend: Any, request: SubRequest, **kwargs: Any + ) -> Any: + # Rebind any fixture methods to the request instance + if ( + request.instance + and ismethod(func) + and type(func.__self__) is type(request.instance) + ): + local_func = func.__func__.__get__(request.instance) + else: + local_func = func + + backend_name, backend_options = extract_backend_and_options(anyio_backend) + if has_backend_arg: + kwargs["anyio_backend"] = anyio_backend + + if has_request_arg: + kwargs["request"] = request + + with get_runner(backend_name, backend_options) as runner: + if isasyncgenfunction(local_func): + yield from runner.run_asyncgen_fixture(local_func, kwargs) + else: + yield runner.run_fixture(local_func, kwargs) + + # Only apply this to coroutine functions and async generator functions in requests + # that involve the anyio_backend fixture + func = fixturedef.func + if isasyncgenfunction(func) or iscoroutinefunction(func): + if "anyio_backend" in request.fixturenames: + fixturedef.func = wrapper + original_argname = fixturedef.argnames + + if not (has_backend_arg := "anyio_backend" in fixturedef.argnames): + fixturedef.argnames += ("anyio_backend",) + + if not (has_request_arg := "request" in fixturedef.argnames): + fixturedef.argnames += ("request",) + + try: + return (yield) + finally: + fixturedef.func = func + fixturedef.argnames = original_argname + + return (yield) + + +@pytest.hookimpl(tryfirst=True) +def pytest_pycollect_makeitem(collector: Any, name: Any, obj: Any) -> None: + if collector.istestfunction(obj, name): + inner_func = obj.hypothesis.inner_test if hasattr(obj, "hypothesis") else obj + if iscoroutinefunction(inner_func): + marker = collector.get_closest_marker("anyio") + own_markers = getattr(obj, "pytestmark", ()) + if marker or any(marker.name == "anyio" for marker in own_markers): + pytest.mark.usefixtures("anyio_backend")(obj) + + +@pytest.hookimpl(tryfirst=True) +def pytest_pyfunc_call(pyfuncitem: Any) -> bool | None: + def run_with_hypothesis(**kwargs: Any) -> None: + with get_runner(backend_name, backend_options) as runner: + runner.run_test(original_func, kwargs) + + backend = pyfuncitem.funcargs.get("anyio_backend") + if backend: + backend_name, backend_options = extract_backend_and_options(backend) + + if hasattr(pyfuncitem.obj, "hypothesis"): + # Wrap the inner test function unless it's already wrapped + original_func = pyfuncitem.obj.hypothesis.inner_test + if original_func.__qualname__ != run_with_hypothesis.__qualname__: + if iscoroutinefunction(original_func): + pyfuncitem.obj.hypothesis.inner_test = run_with_hypothesis + + return None + + if iscoroutinefunction(pyfuncitem.obj): + funcargs = pyfuncitem.funcargs + testargs = {arg: funcargs[arg] for arg in pyfuncitem._fixtureinfo.argnames} + with get_runner(backend_name, backend_options) as runner: + try: + runner.run_test(pyfuncitem.obj, testargs) + except ExceptionGroup as excgrp: + for exc in iterate_exceptions(excgrp): + if isinstance(exc, (Exit, KeyboardInterrupt, SystemExit)): + raise exc from excgrp + + raise + + return True + + return None + + +@pytest.fixture(scope="module", params=get_all_backends()) +def anyio_backend(request: Any) -> Any: + return request.param + + +@pytest.fixture +def anyio_backend_name(anyio_backend: Any) -> str: + if isinstance(anyio_backend, str): + return anyio_backend + else: + return anyio_backend[0] + + +@pytest.fixture +def anyio_backend_options(anyio_backend: Any) -> dict[str, Any]: + if isinstance(anyio_backend, str): + return {} + else: + return anyio_backend[1] diff --git a/vllm/lib/python3.10/site-packages/anyio/to_process.py b/vllm/lib/python3.10/site-packages/anyio/to_process.py new file mode 100644 index 0000000000000000000000000000000000000000..5050dee21e915cbbf342df4add4347b44c25ec11 --- /dev/null +++ b/vllm/lib/python3.10/site-packages/anyio/to_process.py @@ -0,0 +1,258 @@ +from __future__ import annotations + +import os +import pickle +import subprocess +import sys +from collections import deque +from collections.abc import Callable +from importlib.util import module_from_spec, spec_from_file_location +from typing import TypeVar, cast + +from ._core._eventloop import current_time, get_async_backend, get_cancelled_exc_class +from ._core._exceptions import BrokenWorkerProcess +from ._core._subprocesses import open_process +from ._core._synchronization import CapacityLimiter +from ._core._tasks import CancelScope, fail_after +from .abc import ByteReceiveStream, ByteSendStream, Process +from .lowlevel import RunVar, checkpoint_if_cancelled +from .streams.buffered import BufferedByteReceiveStream + +if sys.version_info >= (3, 11): + from typing import TypeVarTuple, Unpack +else: + from typing_extensions import TypeVarTuple, Unpack + +WORKER_MAX_IDLE_TIME = 300 # 5 minutes + +T_Retval = TypeVar("T_Retval") +PosArgsT = TypeVarTuple("PosArgsT") + +_process_pool_workers: RunVar[set[Process]] = RunVar("_process_pool_workers") +_process_pool_idle_workers: RunVar[deque[tuple[Process, float]]] = RunVar( + "_process_pool_idle_workers" +) +_default_process_limiter: RunVar[CapacityLimiter] = RunVar("_default_process_limiter") + + +async def run_sync( + func: Callable[[Unpack[PosArgsT]], T_Retval], + *args: Unpack[PosArgsT], + cancellable: bool = False, + limiter: CapacityLimiter | None = None, +) -> T_Retval: + """ + Call the given function with the given arguments in a worker process. + + If the ``cancellable`` option is enabled and the task waiting for its completion is + cancelled, the worker process running it will be abruptly terminated using SIGKILL + (or ``terminateProcess()`` on Windows). + + :param func: a callable + :param args: positional arguments for the callable + :param cancellable: ``True`` to allow cancellation of the operation while it's + running + :param limiter: capacity limiter to use to limit the total amount of processes + running (if omitted, the default limiter is used) + :return: an awaitable that yields the return value of the function. + + """ + + async def send_raw_command(pickled_cmd: bytes) -> object: + try: + await stdin.send(pickled_cmd) + response = await buffered.receive_until(b"\n", 50) + status, length = response.split(b" ") + if status not in (b"RETURN", b"EXCEPTION"): + raise RuntimeError( + f"Worker process returned unexpected response: {response!r}" + ) + + pickled_response = await buffered.receive_exactly(int(length)) + except BaseException as exc: + workers.discard(process) + try: + process.kill() + with CancelScope(shield=True): + await process.aclose() + except ProcessLookupError: + pass + + if isinstance(exc, get_cancelled_exc_class()): + raise + else: + raise BrokenWorkerProcess from exc + + retval = pickle.loads(pickled_response) + if status == b"EXCEPTION": + assert isinstance(retval, BaseException) + raise retval + else: + return retval + + # First pickle the request before trying to reserve a worker process + await checkpoint_if_cancelled() + request = pickle.dumps(("run", func, args), protocol=pickle.HIGHEST_PROTOCOL) + + # If this is the first run in this event loop thread, set up the necessary variables + try: + workers = _process_pool_workers.get() + idle_workers = _process_pool_idle_workers.get() + except LookupError: + workers = set() + idle_workers = deque() + _process_pool_workers.set(workers) + _process_pool_idle_workers.set(idle_workers) + get_async_backend().setup_process_pool_exit_at_shutdown(workers) + + async with limiter or current_default_process_limiter(): + # Pop processes from the pool (starting from the most recently used) until we + # find one that hasn't exited yet + process: Process + while idle_workers: + process, idle_since = idle_workers.pop() + if process.returncode is None: + stdin = cast(ByteSendStream, process.stdin) + buffered = BufferedByteReceiveStream( + cast(ByteReceiveStream, process.stdout) + ) + + # Prune any other workers that have been idle for WORKER_MAX_IDLE_TIME + # seconds or longer + now = current_time() + killed_processes: list[Process] = [] + while idle_workers: + if now - idle_workers[0][1] < WORKER_MAX_IDLE_TIME: + break + + process_to_kill, idle_since = idle_workers.popleft() + process_to_kill.kill() + workers.remove(process_to_kill) + killed_processes.append(process_to_kill) + + with CancelScope(shield=True): + for killed_process in killed_processes: + await killed_process.aclose() + + break + + workers.remove(process) + else: + command = [sys.executable, "-u", "-m", __name__] + process = await open_process( + command, stdin=subprocess.PIPE, stdout=subprocess.PIPE + ) + try: + stdin = cast(ByteSendStream, process.stdin) + buffered = BufferedByteReceiveStream( + cast(ByteReceiveStream, process.stdout) + ) + with fail_after(20): + message = await buffered.receive(6) + + if message != b"READY\n": + raise BrokenWorkerProcess( + f"Worker process returned unexpected response: {message!r}" + ) + + main_module_path = getattr(sys.modules["__main__"], "__file__", None) + pickled = pickle.dumps( + ("init", sys.path, main_module_path), + protocol=pickle.HIGHEST_PROTOCOL, + ) + await send_raw_command(pickled) + except (BrokenWorkerProcess, get_cancelled_exc_class()): + raise + except BaseException as exc: + process.kill() + raise BrokenWorkerProcess( + "Error during worker process initialization" + ) from exc + + workers.add(process) + + with CancelScope(shield=not cancellable): + try: + return cast(T_Retval, await send_raw_command(request)) + finally: + if process in workers: + idle_workers.append((process, current_time())) + + +def current_default_process_limiter() -> CapacityLimiter: + """ + Return the capacity limiter that is used by default to limit the number of worker + processes. + + :return: a capacity limiter object + + """ + try: + return _default_process_limiter.get() + except LookupError: + limiter = CapacityLimiter(os.cpu_count() or 2) + _default_process_limiter.set(limiter) + return limiter + + +def process_worker() -> None: + # Redirect standard streams to os.devnull so that user code won't interfere with the + # parent-worker communication + stdin = sys.stdin + stdout = sys.stdout + sys.stdin = open(os.devnull) + sys.stdout = open(os.devnull, "w") + + stdout.buffer.write(b"READY\n") + while True: + retval = exception = None + try: + command, *args = pickle.load(stdin.buffer) + except EOFError: + return + except BaseException as exc: + exception = exc + else: + if command == "run": + func, args = args + try: + retval = func(*args) + except BaseException as exc: + exception = exc + elif command == "init": + main_module_path: str | None + sys.path, main_module_path = args + del sys.modules["__main__"] + if main_module_path and os.path.isfile(main_module_path): + # Load the parent's main module but as __mp_main__ instead of + # __main__ (like multiprocessing does) to avoid infinite recursion + try: + spec = spec_from_file_location("__mp_main__", main_module_path) + if spec and spec.loader: + main = module_from_spec(spec) + spec.loader.exec_module(main) + sys.modules["__main__"] = main + except BaseException as exc: + exception = exc + try: + if exception is not None: + status = b"EXCEPTION" + pickled = pickle.dumps(exception, pickle.HIGHEST_PROTOCOL) + else: + status = b"RETURN" + pickled = pickle.dumps(retval, pickle.HIGHEST_PROTOCOL) + except BaseException as exc: + exception = exc + status = b"EXCEPTION" + pickled = pickle.dumps(exc, pickle.HIGHEST_PROTOCOL) + + stdout.buffer.write(b"%s %d\n" % (status, len(pickled))) + stdout.buffer.write(pickled) + + # Respect SIGTERM + if isinstance(exception, SystemExit): + raise exception + + +if __name__ == "__main__": + process_worker()