From 3a96e8f827279a908fb9933388a1f51ee0f0b519 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dea=20Mar=C3=ADa=20L=C3=A9on?= Date: Fri, 5 Jul 2024 15:29:47 +0200 Subject: [PATCH 01/56] WIP --- .gitignore | 3 ++ docs/index.md | 97 ++++++++++++++++++++++++++++++++++++++++ mkdocs.yml | 31 +++++++++++++ pyproject.toml | 10 ++++- scripts/gen_ref_pages.py | 28 ++++++++++++ 5 files changed, 168 insertions(+), 1 deletion(-) create mode 100644 docs/index.md create mode 100644 mkdocs.yml create mode 100644 scripts/gen_ref_pages.py diff --git a/.gitignore b/.gitignore index bf3a829c..68dea4be 100644 --- a/.gitignore +++ b/.gitignore @@ -64,6 +64,9 @@ junit/ docs/_build/ _build/ +# mkdocs documentation +site/ + # PyBuilder target/ diff --git a/docs/index.md b/docs/index.md new file mode 100644 index 00000000..28f25652 --- /dev/null +++ b/docs/index.md @@ -0,0 +1,97 @@ +# Sparse + +This implements sparse arrays of arbitrary dimension on top of +[numpy](https://numpy.org/doc/stable/reference/index.html#module-numpy) and +[scipy.sparse](https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse). It generalizes the +[scipy.sparse.coo_matrix](https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.coo_matrix.html#scipy.sparse.coo_matrix) and +[scipy.sparse.dok_matrix](https://docs.scipy.org/doc/scipy/reference/generated/scipy.sparse.dok_matrix.html#scipy.sparse.dok_matrix) layouts, but +extends beyond just rows and columns to an arbitrary number of +dimensions. + +Additionally, this project maintains compatibility with the +[numpy.ndarray](https://numpy.org/doc/stable/reference/generated/numpy.ndarray.html#numpy.ndarray) interface rather than the +[numpy.matrix](https://numpy.org/doc/stable/reference/generated/numpy.matrix.html#numpy.matrix) interface used in +[scipy.sparse](https://docs.scipy.org/doc/scipy/reference/sparse.html#module-scipy.sparse) + +These differences make this project useful in certain situations where +scipy.sparse matrices are not well suited, but it should not be +considered a full replacement. The data structures in pydata/sparse +complement and can be used in conjunction with the fast linear algebra +routines inside scipy.sparse. A format conversion or copy may be +required. + +## Motivation + +Sparse arrays, or arrays that are mostly empty or filled with zeros, are +common in many scientific applications. To save space we often avoid +storing these arrays in traditional dense formats, and instead choose +different data structures. Our choice of data structure can +significantly affect our storage and computational costs when working +with these arrays. + +## Design + +The main data structure in this library follows the [Coordinate List +(COO)](https://en.wikipedia.org/wiki/Sparse_matrix#Coordinate_list_(COO)) +layout for sparse matrices, but extends it to multiple dimensions. + +The COO layout, which stores the row index, column index, and value of +every element: + + +| row | col | data | +|-----|-----|------| +| 0 | 0 | 10 | +| 0 | 2 | 13 | +| 1 | 3 | 9 | +| 3 | 8 | 21 | + +It is straightforward to extend the COO layout to an arbitrary number of +dimensions: + + +| dim1 | dim2 | dim3 | \... | data | +|------|------|------|------|------| +| 0 | 0 | 0 | . | 10 | +| 0 | 0 | 3 | . | 13 | +| 0 | 2 | 2 | . | 9 | +| 3 | 1 | 4 | . | 21 | + +This makes it easy to *store* a multidimensional sparse array, but we +still need to reimplement all of the array operations like transpose, +reshape, slicing, tensordot, reductions, etc., which can be challenging +in general. + +This library also includes several other data structures. Similar to +COO, the [Dictionary of Keys +(DOK)](https://en.wikipedia.org/wiki/Sparse_matrix#Dictionary_of_keys_(DOK)) +format for sparse matrices generalizes well to an arbitrary number of +dimensions. DOK is well-suited for writing and mutating. Most other +operations are not supported for DOK. A common workflow may involve +writing an array with DOK and then converting to another format for +other operations. + +The [Compressed Sparse Row/Column +(CSR/CSC)](https://en.wikipedia.org/wiki/Sparse_matrix#Compressed_sparse_column_(CSC_or_CCS)) +formats are widely used in scientific computing are now supported by +pydata/sparse. The CSR/CSC formats excel at compression and mathematical +operations. While these formats are restricted to two dimensions, +pydata/sparse supports the GCXS sparse array format, based on [GCRS/GCCS +from](https://ieeexplore.ieee.org/abstract/document/7237032/similar#similar) +which generalizes CSR/CSC to n-dimensional arrays. Like their +two-dimensional CSR/CSC counterparts, GCXS arrays compress well. Whereas +the storage cost of COO depends heavily on the number of dimensions of +the array, the number of dimensions only minimally affects the storage +cost of GCXS arrays, which results in favorable compression ratios +across many use cases. + +Together these formats cover a wide array of applications of sparsity. +Additionally, with each format complying with the +[numpy.ndarray]{.interpreted-text role-"obj"} interface and following +the appropriate dispatching protocols, pydata/sparse arrays can interact +with other array libraries and seamlessly take part in +pydata-ecosystem-based workflows. + +## LICENSE + +This library is licensed under BSD-3 diff --git a/mkdocs.yml b/mkdocs.yml new file mode 100644 index 00000000..0db318d3 --- /dev/null +++ b/mkdocs.yml @@ -0,0 +1,31 @@ +site_name: sparse +repo_url: https://github.com/pydata/sparse.git +edit_uri: edit/main/docs/ +theme: + name: material + features: + - toc.integrate # Table of contents is integrated on the left; does not appear separately on the right. + +markdown_extensions: + - tables + +plugins: +- search +- gen-files: + scripts: + - scripts/gen_ref_pages.py +- literate-nav: + nav_file: SUMMARY.md +- section-index +- mkdocstrings: + handlers: + python: + options: + inherited_members: yes + members_order: alphabetical + filters: + - "!^_+" +nav: +- index.md +- API: + - api/* diff --git a/pyproject.toml b/pyproject.toml index 5d9201df..81ecd13c 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -27,7 +27,15 @@ classifiers = [ ] [project.optional-dependencies] -docs = ["sphinx", "sphinx_rtd_theme", "scipy"] +docs = [ + "mkdocs-material", + "mkdocstrings", + "mkdocstrings[python]", + "mkdocs-gen-files", + "mkdocs-literate-nav", + "mkdocs-section-index", + "scipy", +] tests = [ "dask[array]", "pytest>=3.5", diff --git a/scripts/gen_ref_pages.py b/scripts/gen_ref_pages.py new file mode 100644 index 00000000..d462b400 --- /dev/null +++ b/scripts/gen_ref_pages.py @@ -0,0 +1,28 @@ +"""Generate the code reference pages.""" + +from pathlib import Path + +import mkdocs_gen_files + +nav = mkdocs_gen_files.Nav() + +root = Path(__file__).parent.parent +src = root / "sparse/numba_backend/_coo" +#breakpoint() +for path in sorted(src.rglob("*.py")): + module_path = path.relative_to(root).with_suffix("") + doc_path = path.relative_to(src).with_suffix(".md") + full_doc_path = Path("api", doc_path) + + parts = tuple(module_path.parts) + + if parts[-1] == "common" or parts[-1] == "core": + nav[parts] = doc_path.as_posix() + with mkdocs_gen_files.open(full_doc_path, "w") as fd: + identifier = ".".join(parts) + print("::: " + identifier, file=fd) + + mkdocs_gen_files.set_edit_path(full_doc_path, path.relative_to(root)) + +with mkdocs_gen_files.open("api/SUMMARY.md", "w") as nav_file: + nav_file.writelines(nav.build_literate_nav()) From 6ed46009aedcad13054dc87192abd9b5d7a36109 Mon Sep 17 00:00:00 2001 From: "pre-commit-ci[bot]" <66853113+pre-commit-ci[bot]@users.noreply.github.com> Date: Fri, 5 Jul 2024 13:47:25 +0000 Subject: [PATCH 02/56] [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci --- mkdocs.yml | 4 ++-- pyproject.toml | 4 ++-- scripts/gen_ref_pages.py | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/mkdocs.yml b/mkdocs.yml index 0db318d3..3bf13ae8 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -24,8 +24,8 @@ plugins: inherited_members: yes members_order: alphabetical filters: - - "!^_+" + - "!^_+" nav: - index.md -- API: +- API: - api/* diff --git a/pyproject.toml b/pyproject.toml index 81ecd13c..5630509a 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -28,8 +28,8 @@ classifiers = [ [project.optional-dependencies] docs = [ - "mkdocs-material", - "mkdocstrings", + "mkdocs-material", + "mkdocstrings", "mkdocstrings[python]", "mkdocs-gen-files", "mkdocs-literate-nav", diff --git a/scripts/gen_ref_pages.py b/scripts/gen_ref_pages.py index d462b400..d0a48849 100644 --- a/scripts/gen_ref_pages.py +++ b/scripts/gen_ref_pages.py @@ -8,7 +8,7 @@ root = Path(__file__).parent.parent src = root / "sparse/numba_backend/_coo" -#breakpoint() +# breakpoint() for path in sorted(src.rglob("*.py")): module_path = path.relative_to(root).with_suffix("") doc_path = path.relative_to(src).with_suffix(".md") From d63aaf1254f336690489f838445a78cd05b218cb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dea=20Mar=C3=ADa=20L=C3=A9on?= Date: Fri, 5 Jul 2024 15:58:04 +0200 Subject: [PATCH 03/56] wip --- scripts/gen_ref_pages.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/scripts/gen_ref_pages.py b/scripts/gen_ref_pages.py index d462b400..01ba8a64 100644 --- a/scripts/gen_ref_pages.py +++ b/scripts/gen_ref_pages.py @@ -8,7 +8,7 @@ root = Path(__file__).parent.parent src = root / "sparse/numba_backend/_coo" -#breakpoint() + for path in sorted(src.rglob("*.py")): module_path = path.relative_to(root).with_suffix("") doc_path = path.relative_to(src).with_suffix(".md") From 11ba61a323d0950fbfbeb94081b0352d1d850782 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dea=20Mar=C3=ADa=20L=C3=A9on?= Date: Fri, 5 Jul 2024 17:25:49 +0200 Subject: [PATCH 04/56] wip --- scripts/gen_ref_pages.py | 1 - 1 file changed, 1 deletion(-) diff --git a/scripts/gen_ref_pages.py b/scripts/gen_ref_pages.py index a5f7f2e9..01ba8a64 100644 --- a/scripts/gen_ref_pages.py +++ b/scripts/gen_ref_pages.py @@ -8,7 +8,6 @@ root = Path(__file__).parent.parent src = root / "sparse/numba_backend/_coo" -# breakpoint() for path in sorted(src.rglob("*.py")): module_path = path.relative_to(root).with_suffix("") From 2d88b9f2915314d4b9ba8ce24718fa1ba07a2fa2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Dea=20Mar=C3=ADa=20L=C3=A9on?= Date: Sat, 6 Jul 2024 14:39:31 +0200 Subject: [PATCH 05/56] wip --- docs/assets/images/logo.png | Bin 0 -> 226597 bytes docs/assets/images/logo.svg | 1 + docs/changelog.md | 316 ++++++++++++++++++++++++++++++++++++ docs/conduct.md | 134 +++++++++++++++ docs/construct.md | 228 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