From b806fa0f3885392ca95ae15b31e1018a2bc0638a Mon Sep 17 00:00:00 2001 From: Nicholas Reinicke Date: Wed, 27 Nov 2024 12:16:32 -0700 Subject: [PATCH] update documentation; update tests; osmnx to 2.0 --- .github/workflows/assign_or_assign.yml | 31 - .github/workflows/deploy-docs.yaml | 46 + .../{lint_test.yml => lint-test.yml} | 10 +- .github/workflows/release.yaml | 40 +- .pre-commit-config.yaml | 24 +- .readthedocs.yaml | 20 - CONTRIBUTING.md | 71 + docs/{source/_static/_.txt => .nojekyll} | 0 docs/Makefile | 20 - .../mappymatch.constructs.coordinate.rst | 12 + .../mappymatch.constructs.geofence.rst | 12 + .../mappymatch.constructs.match.rst | 12 + .../mappymatch.constructs.road.rst | 13 + docs/_autosummary/mappymatch.constructs.rst | 17 + .../mappymatch.constructs.trace.rst | 12 + .../mappymatch.maps.igraph.igraph_map.rst | 12 + docs/_autosummary/mappymatch.maps.igraph.rst | 13 + .../mappymatch.maps.map_interface.rst | 12 + .../mappymatch.maps.nx.nx_map.rst | 12 + ...mappymatch.maps.nx.readers.osm_readers.rst | 20 + .../mappymatch.maps.nx.readers.rst | 13 + docs/_autosummary/mappymatch.maps.nx.rst | 14 + docs/_autosummary/mappymatch.maps.rst | 15 + .../mappymatch.matchers.lcss.constructs.rst | 13 + .../mappymatch.matchers.lcss.lcss.rst | 12 + .../mappymatch.matchers.lcss.ops.rst | 23 + .../_autosummary/mappymatch.matchers.lcss.rst | 16 + .../mappymatch.matchers.lcss.utils.rst | 15 + .../mappymatch.matchers.line_snap.rst | 12 + .../mappymatch.matchers.match_result.rst | 12 + .../mappymatch.matchers.matcher_interface.rst | 12 + .../_autosummary/mappymatch.matchers.osrm.rst | 18 + docs/_autosummary/mappymatch.matchers.rst | 18 + .../mappymatch.matchers.valhalla.rst | 19 + docs/_autosummary/mappymatch.utils.crs.rst | 6 + .../mappymatch.utils.exceptions.rst | 12 + docs/_autosummary/mappymatch.utils.geo.rst | 14 + docs/_autosummary/mappymatch.utils.plot.rst | 17 + .../mappymatch.utils.process_trace.rst | 13 + docs/_autosummary/mappymatch.utils.rst | 18 + docs/_autosummary/mappymatch.utils.url.rst | 12 + docs/_config.yml | 59 + docs/_toc.yml | 21 + docs/api-docs.md | 12 + docs/home.md | 13 + docs/install.md | 37 + docs/lcss-example.ipynb | 575 ++ docs/make.bat | 35 - docs/quick-start.md | 5 + docs/source/conf.py | 83 - docs/source/general/changelog.rst | 3 - docs/source/general/contributing.rst | 387 - docs/source/general/contributors.rst | 33 - docs/source/general/examples.rst | 7 - docs/source/general/install.rst | 56 - docs/source/general/quickstart.rst | 3 - docs/source/images/map-matching.gif | Bin 1090932 -> 0 bytes docs/source/index.rst | 44 - docs/source/reference/constructs.rst | 46 - docs/source/reference/index.rst | 11 - docs/source/reference/maps.rst | 25 - docs/source/reference/matchers.rst | 42 - docs/source/reference/readers.rst | 12 - docs/source/reference/utils.rst | 44 - environment.yml | 9 +- examples/line_snap_vs_lcss.py | 41 - examples/match_one_trace.py | 42 - mappymatch/__about__.py | 1 + mappymatch/constructs/geofence.py | 4 +- mappymatch/constructs/trace.py | 8 +- mappymatch/maps/igraph/igraph_map.py | 12 +- mappymatch/maps/nx/nx_map.py | 13 +- mappymatch/maps/nx/readers/osm_readers.py | 32 +- mappymatch/matchers/lcss/constructs.py | 4 +- mappymatch/matchers/lcss/lcss.py | 18 +- mappymatch/matchers/lcss/ops.py | 4 +- mappymatch/matchers/lcss/utils.py | 4 +- mappymatch/matchers/osrm.py | 21 +- mappymatch/utils/plot.py | 18 +- mappymatch/utils/process_trace.py | 8 +- mypy.ini | 8 - pyproject.toml | 137 +- setup.py | 3 - tests/test_assets/osmnx_drive_graph.graphml | 8456 +++++++++-------- tests/test_assets/pull_osm_map.py | 14 + tests/test_lcss_add_match_for_stationary.py | 52 +- tests/test_lcss_drop_stationary_points.py | 28 +- tests/test_lcss_forward_merge.py | 20 +- tests/test_lcss_merge.py | 16 +- tests/test_lcss_reverse_merge.py | 24 +- tests/test_lcss_same_trajectory_scheme.py | 36 +- tests/test_osm.py | 41 +- tox.ini | 4 - 93 files changed, 5964 insertions(+), 5380 deletions(-) delete mode 100644 .github/workflows/assign_or_assign.yml create mode 100644 .github/workflows/deploy-docs.yaml rename .github/workflows/{lint_test.yml => lint-test.yml} (77%) delete mode 100644 .readthedocs.yaml create mode 100644 CONTRIBUTING.md rename docs/{source/_static/_.txt => .nojekyll} (100%) delete mode 100644 docs/Makefile create mode 100644 docs/_autosummary/mappymatch.constructs.coordinate.rst create mode 100644 docs/_autosummary/mappymatch.constructs.geofence.rst create mode 100644 docs/_autosummary/mappymatch.constructs.match.rst create mode 100644 docs/_autosummary/mappymatch.constructs.road.rst create mode 100644 docs/_autosummary/mappymatch.constructs.rst create mode 100644 docs/_autosummary/mappymatch.constructs.trace.rst create mode 100644 docs/_autosummary/mappymatch.maps.igraph.igraph_map.rst create mode 100644 docs/_autosummary/mappymatch.maps.igraph.rst create mode 100644 docs/_autosummary/mappymatch.maps.map_interface.rst create mode 100644 docs/_autosummary/mappymatch.maps.nx.nx_map.rst create mode 100644 docs/_autosummary/mappymatch.maps.nx.readers.osm_readers.rst create mode 100644 docs/_autosummary/mappymatch.maps.nx.readers.rst create mode 100644 docs/_autosummary/mappymatch.maps.nx.rst create mode 100644 docs/_autosummary/mappymatch.maps.rst create mode 100644 docs/_autosummary/mappymatch.matchers.lcss.constructs.rst create mode 100644 docs/_autosummary/mappymatch.matchers.lcss.lcss.rst create mode 100644 docs/_autosummary/mappymatch.matchers.lcss.ops.rst create mode 100644 docs/_autosummary/mappymatch.matchers.lcss.rst create mode 100644 docs/_autosummary/mappymatch.matchers.lcss.utils.rst create mode 100644 docs/_autosummary/mappymatch.matchers.line_snap.rst create mode 100644 docs/_autosummary/mappymatch.matchers.match_result.rst create mode 100644 docs/_autosummary/mappymatch.matchers.matcher_interface.rst create mode 100644 docs/_autosummary/mappymatch.matchers.osrm.rst create mode 100644 docs/_autosummary/mappymatch.matchers.rst create mode 100644 docs/_autosummary/mappymatch.matchers.valhalla.rst create mode 100644 docs/_autosummary/mappymatch.utils.crs.rst create mode 100644 docs/_autosummary/mappymatch.utils.exceptions.rst create mode 100644 docs/_autosummary/mappymatch.utils.geo.rst create mode 100644 docs/_autosummary/mappymatch.utils.plot.rst create mode 100644 docs/_autosummary/mappymatch.utils.process_trace.rst create mode 100644 docs/_autosummary/mappymatch.utils.rst create mode 100644 docs/_autosummary/mappymatch.utils.url.rst create mode 100644 docs/_config.yml create mode 100644 docs/_toc.yml create mode 100644 docs/api-docs.md create mode 100644 docs/home.md create mode 100644 docs/install.md create mode 100644 docs/lcss-example.ipynb delete mode 100644 docs/make.bat create mode 100644 docs/quick-start.md delete mode 100644 docs/source/conf.py delete mode 100644 docs/source/general/changelog.rst delete mode 100644 docs/source/general/contributing.rst delete mode 100644 docs/source/general/contributors.rst delete mode 100644 docs/source/general/examples.rst delete mode 100644 docs/source/general/install.rst delete mode 100644 docs/source/general/quickstart.rst delete mode 100644 docs/source/images/map-matching.gif delete mode 100644 docs/source/index.rst delete mode 100644 docs/source/reference/constructs.rst delete mode 100644 docs/source/reference/index.rst delete mode 100644 docs/source/reference/maps.rst delete mode 100644 docs/source/reference/matchers.rst delete mode 100644 docs/source/reference/readers.rst delete mode 100644 docs/source/reference/utils.rst delete mode 100644 examples/line_snap_vs_lcss.py delete mode 100644 examples/match_one_trace.py create mode 100644 mappymatch/__about__.py delete mode 100644 mypy.ini delete mode 100644 setup.py create mode 100644 tests/test_assets/pull_osm_map.py delete mode 100644 tox.ini diff --git a/.github/workflows/assign_or_assign.yml b/.github/workflows/assign_or_assign.yml deleted file mode 100644 index 8bf99cd..0000000 --- a/.github/workflows/assign_or_assign.yml +++ /dev/null @@ -1,31 +0,0 @@ -name: Assign-or-Unassign-Issue -# Ref: https://docs.github.com/en/rest/issues/assignees#about-the-issue-assignees-api -# Ref: https://docs.github.com/en/actions/using-workflows/about-workflows -# Ref permissions: https://docs.github.com/en/actions/security-guides/automatic-token-authentication -on: - issue_comment: - types: created - -permissions: - issues: write - -jobs: - issue_assign_job: - runs-on: ubuntu-latest - steps: - # This job only runs for issue comments. - - if: github.event.comment.body == 'take' && !github.event.issue.pull_request - run: | - echo "Assigning issue ${{ github.event.issue.number }} to ${{ github.event.comment.user.login }}" - curl \ - -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" \ - -d '{"assignees": ["${{ github.event.comment.user.login }}"]}' https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/assignees - - # This job only runs for issue comments. - - if: github.event.comment.body == 'remove' && !github.event.issue.pull_request - run: | - echo "Unassigning issue ${{ github.event.issue.number }} from ${{ github.event.comment.user.login }}" - curl \ - -X DELETE \ - -H "Authorization: token ${{ secrets.GITHUB_TOKEN }}" \ - -d '{"assignees": ["${{ github.event.comment.user.login }}"]}' https://api.github.com/repos/${{ github.repository }}/issues/${{ github.event.issue.number }}/assignees diff --git a/.github/workflows/deploy-docs.yaml b/.github/workflows/deploy-docs.yaml new file mode 100644 index 0000000..eaf0889 --- /dev/null +++ b/.github/workflows/deploy-docs.yaml @@ -0,0 +1,46 @@ +name: deploy-docs + +on: + push: + branches: + - main + paths: + - docs/** + - .github/workflows/deploy-docs.yaml + + +# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages +permissions: + contents: read + pages: write + id-token: write + +jobs: + deploy-docs: + runs-on: ubuntu-latest + defaults: + run: + shell: bash -el {0} + steps: + - uses: actions/checkout@v4 + + - uses: conda-incubator/setup-miniconda@v3 + with: + auto-update-conda: true + python-version: "3.12" + + - name: Install package + run: | + conda install -c conda-forge osmnx + pip install ".[dev]" + + - name: Build book + run: | + jupyter-book build docs/ + + # Push the book's HTML to github-pages + - name: GitHub Pages action + uses: peaceiris/actions-gh-pages@v3 + with: + github_token: ${{ secrets.GITHUB_TOKEN }} + publish_dir: ./docs/_build/html diff --git a/.github/workflows/lint_test.yml b/.github/workflows/lint-test.yml similarity index 77% rename from .github/workflows/lint_test.yml rename to .github/workflows/lint-test.yml index fcb2ccd..5de7a2d 100644 --- a/.github/workflows/lint_test.yml +++ b/.github/workflows/lint-test.yml @@ -13,19 +13,19 @@ jobs: matrix: python-version: ["3.9", "3.10", "3.11", "3.12"] steps: - - uses: actions/checkout@v3 + - uses: actions/checkout@v4 - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v3 + uses: actions/setup-python@v5 with: python-version: ${{ matrix.python-version }} - name: Install dependencies run: | python -m pip install --upgrade pip pip install .[tests] - - name: Run black - run: black . --check - - name: Run ruff + - name: Run ruff linting run: ruff check . + - name: Run ruff formatting + run: ruff format --check - name: Run mypy run: mypy . - name: Run Tests diff --git a/.github/workflows/release.yaml b/.github/workflows/release.yaml index 6aa0e4d..319400e 100644 --- a/.github/workflows/release.yaml +++ b/.github/workflows/release.yaml @@ -8,26 +8,26 @@ jobs: deploy: runs-on: ubuntu-latest environment: - name: pypi - url: https://pypi.org/project/mappymatch/ + name: pypi + url: https://pypi.org/project/mappymatch/ permissions: - id-token: write + id-token: write steps: - - uses: actions/checkout@v3 - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: '3.9' - - name: Install dependencies - run: | - python -m pip install --upgrade pip - pip install build - - name: Build package - run: | - python -m build - - name: Upload artifacts - uses: actions/upload-artifact@v3 - with: + - uses: actions/checkout@v4 + - name: Set up Python + uses: actions/setup-python@v5 + with: + python-version: "3.9" + - name: Install dependencies + run: | + python -m pip install --upgrade pip + pip install hatch + - name: Build package + run: | + hatch build + - name: Upload artifacts + uses: actions/upload-artifact@v3 + with: path: ./dist/* - - name: Publish package - uses: pypa/gh-action-pypi-publish@release/v1 + - name: Publish package + uses: pypa/gh-action-pypi-publish@release/v1 diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml index 1019a83..3cf48d3 100644 --- a/.pre-commit-config.yaml +++ b/.pre-commit-config.yaml @@ -1,11 +1,13 @@ -repos: -- repo: https://github.com/psf/black - rev: 22.10.0 - hooks: - - id: black - args: [--config, pyproject.toml] -- repo: https://github.com/charliermarsh/ruff-pre-commit - rev: v0.0.188 - hooks: - - id: ruff - +repos: + - repo: https://github.com/charliermarsh/ruff-pre-commit + rev: v0.8.0 + hooks: + - id: ruff + - id: ruff-format + + - repo: https://github.com/pre-commit/mirrors-mypy + rev: "v1.13.0" + hooks: + - id: mypy + additional_dependencies: + [matplotlib, pandas-stubs, pytest, types-requests] diff --git a/.readthedocs.yaml b/.readthedocs.yaml deleted file mode 100644 index 989d3c5..0000000 --- a/.readthedocs.yaml +++ /dev/null @@ -1,20 +0,0 @@ -version: 2 - -build: - os: ubuntu-22.04 - tools: - python: "3.12" - -python: - install: - - method: pip - path: . - extra_requirements: - - docs - -sphinx: - configuration: docs/source/conf.py - builder: html - -formats: - - pdf \ No newline at end of file diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md new file mode 100644 index 0000000..8e6b09f --- /dev/null +++ b/CONTRIBUTING.md @@ -0,0 +1,71 @@ +# Contributing to mappymatch + +Thank you for considering contributing to mappymatch. +This document provides a high-level overview of how you can get involved. + +## Asking Questions + +Have a question? Rather than opening an issue directly, please ask questions +or post comments in [Q&A Discussions](https://github.com/NREL/mappymatch/discussions/categories/q-a). +The NREL team or other members of the community will assist. Your well-worded +question will serve as a resource to others searching for help. + +## Providing Feedback + +Your comments and feedback are very welcome. Please post to +[General Discussions](https://github.com/NREL/mappymatch/discussions/categories/general) +with lots of information and detail. It is beneficial to consider +how someone else will understand your comments in order to make +them most effective. + +## Reporting Issues + +Have you identified a reproducible problem in mappymatch? +Have a feature request? We want to hear about it! Here's how you can make +reporting your issue as effective as possible. + +### Look For an Existing Issue + +Before you create a new issue, please do a search in +[open issues](https://github.com/NREL/mappymatch/issues) to see if +the issue or feature request has already been filed. + +If you find your issue already exists, make relevant comments and add your +[reaction](https://github.com/blog/2119-add-reactions-to-pull-requests-issues-and-comments). +Use a reaction in place of a "+1" comment: + +- 👍 - upvote +- 👎 - downvote + +If you cannot find an existing issue that describes your bug or feature, +create a new issue using the guidelines below. + +### Writing Good Bug Reports and Feature Requests + +File a single issue per problem and feature request. Do not enumerate +multiple bugs or feature requests in the same issue. + +Do not add your issue as a comment to an existing issue unless it's for the +identical input. Many issues look similar, but have different causes. + +The more information you can provide, the more likely someone will +be successful at reproducing the issue and finding a fix. + +Please follow the issue template guidelines to include relevant information +that will help in diagnosing the problem. + +### Final Checklist + +Please remember to do the following: + +- [ ] Search the issue repository to ensure your report is a new issue + +- [ ] Recreate the issue with a minimally descriptive example + +- [ ] Simplify your code around the issue to better isolate the problem + +## Contributing Fixes + +If you are interested in writing code to fix an issue or +submit a new feature, let us know in +[Ideas Discussions](https://github.com/NREL/mappymatch/discussions/categories/ideas)! diff --git a/docs/source/_static/_.txt b/docs/.nojekyll similarity index 100% rename from docs/source/_static/_.txt rename to docs/.nojekyll diff --git a/docs/Makefile b/docs/Makefile deleted file mode 100644 index 92dd33a..0000000 --- a/docs/Makefile +++ /dev/null @@ -1,20 +0,0 @@ -# Minimal makefile for Sphinx documentation -# - -# You can set these variables from the command line, and also -# from the environment for the first two. -SPHINXOPTS ?= -SPHINXBUILD ?= sphinx-build -SOURCEDIR = source -BUILDDIR = _build - -# Put it first so that "make" without argument is like "make help". -help: - @$(SPHINXBUILD) -M help "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) - -.PHONY: help Makefile - -# Catch-all target: route all unknown targets to Sphinx using the new -# "make mode" option. $(O) is meant as a shortcut for $(SPHINXOPTS). -%: Makefile - @$(SPHINXBUILD) -M $@ "$(SOURCEDIR)" "$(BUILDDIR)" $(SPHINXOPTS) $(O) diff --git a/docs/_autosummary/mappymatch.constructs.coordinate.rst b/docs/_autosummary/mappymatch.constructs.coordinate.rst new file mode 100644 index 0000000..e5ffeed --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.coordinate.rst @@ -0,0 +1,12 @@ +mappymatch.constructs.coordinate +================================ + +.. automodule:: mappymatch.constructs.coordinate + + + .. rubric:: Classes + + .. autosummary:: + + Coordinate + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.constructs.geofence.rst b/docs/_autosummary/mappymatch.constructs.geofence.rst new file mode 100644 index 0000000..71f2a8a --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.geofence.rst @@ -0,0 +1,12 @@ +mappymatch.constructs.geofence +============================== + +.. automodule:: mappymatch.constructs.geofence + + + .. rubric:: Classes + + .. autosummary:: + + Geofence + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.constructs.match.rst b/docs/_autosummary/mappymatch.constructs.match.rst new file mode 100644 index 0000000..578163d --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.match.rst @@ -0,0 +1,12 @@ +mappymatch.constructs.match +=========================== + +.. automodule:: mappymatch.constructs.match + + + .. rubric:: Classes + + .. autosummary:: + + Match + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.constructs.road.rst b/docs/_autosummary/mappymatch.constructs.road.rst new file mode 100644 index 0000000..ffc1cf0 --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.road.rst @@ -0,0 +1,13 @@ +mappymatch.constructs.road +========================== + +.. automodule:: mappymatch.constructs.road + + + .. rubric:: Classes + + .. autosummary:: + + Road + RoadId + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.constructs.rst b/docs/_autosummary/mappymatch.constructs.rst new file mode 100644 index 0000000..70cb562 --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.rst @@ -0,0 +1,17 @@ +mappymatch.constructs +===================== + +.. automodule:: mappymatch.constructs + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + coordinate + geofence + match + road + trace diff --git a/docs/_autosummary/mappymatch.constructs.trace.rst b/docs/_autosummary/mappymatch.constructs.trace.rst new file mode 100644 index 0000000..4aba5d7 --- /dev/null +++ b/docs/_autosummary/mappymatch.constructs.trace.rst @@ -0,0 +1,12 @@ +mappymatch.constructs.trace +=========================== + +.. automodule:: mappymatch.constructs.trace + + + .. rubric:: Classes + + .. autosummary:: + + Trace + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.maps.igraph.igraph_map.rst b/docs/_autosummary/mappymatch.maps.igraph.igraph_map.rst new file mode 100644 index 0000000..b3f81ec --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.igraph.igraph_map.rst @@ -0,0 +1,12 @@ +mappymatch.maps.igraph.igraph\_map +================================== + +.. automodule:: mappymatch.maps.igraph.igraph_map + + + .. rubric:: Classes + + .. autosummary:: + + IGraphMap + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.maps.igraph.rst b/docs/_autosummary/mappymatch.maps.igraph.rst new file mode 100644 index 0000000..0eb47e0 --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.igraph.rst @@ -0,0 +1,13 @@ +mappymatch.maps.igraph +====================== + +.. automodule:: mappymatch.maps.igraph + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + igraph_map diff --git a/docs/_autosummary/mappymatch.maps.map_interface.rst b/docs/_autosummary/mappymatch.maps.map_interface.rst new file mode 100644 index 0000000..28b4ee1 --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.map_interface.rst @@ -0,0 +1,12 @@ +mappymatch.maps.map\_interface +============================== + +.. automodule:: mappymatch.maps.map_interface + + + .. rubric:: Classes + + .. autosummary:: + + MapInterface + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.maps.nx.nx_map.rst b/docs/_autosummary/mappymatch.maps.nx.nx_map.rst new file mode 100644 index 0000000..1ea5049 --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.nx.nx_map.rst @@ -0,0 +1,12 @@ +mappymatch.maps.nx.nx\_map +========================== + +.. automodule:: mappymatch.maps.nx.nx_map + + + .. rubric:: Classes + + .. autosummary:: + + NxMap + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.maps.nx.readers.osm_readers.rst b/docs/_autosummary/mappymatch.maps.nx.readers.osm_readers.rst new file mode 100644 index 0000000..bdbf13b --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.nx.readers.osm_readers.rst @@ -0,0 +1,20 @@ +mappymatch.maps.nx.readers.osm\_readers +======================================= + +.. automodule:: mappymatch.maps.nx.readers.osm_readers + + + .. rubric:: Functions + + .. autosummary:: + + compress + nx_graph_from_osmnx + parse_osmnx_graph + + .. rubric:: Classes + + .. autosummary:: + + NetworkType + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.maps.nx.readers.rst b/docs/_autosummary/mappymatch.maps.nx.readers.rst new file mode 100644 index 0000000..e40e0bb --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.nx.readers.rst @@ -0,0 +1,13 @@ +mappymatch.maps.nx.readers +========================== + +.. automodule:: mappymatch.maps.nx.readers + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + osm_readers diff --git a/docs/_autosummary/mappymatch.maps.nx.rst b/docs/_autosummary/mappymatch.maps.nx.rst new file mode 100644 index 0000000..d5f45ee --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.nx.rst @@ -0,0 +1,14 @@ +mappymatch.maps.nx +================== + +.. automodule:: mappymatch.maps.nx + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + nx_map + readers diff --git a/docs/_autosummary/mappymatch.maps.rst b/docs/_autosummary/mappymatch.maps.rst new file mode 100644 index 0000000..f9a0dd5 --- /dev/null +++ b/docs/_autosummary/mappymatch.maps.rst @@ -0,0 +1,15 @@ +mappymatch.maps +=============== + +.. automodule:: mappymatch.maps + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + igraph + map_interface + nx diff --git a/docs/_autosummary/mappymatch.matchers.lcss.constructs.rst b/docs/_autosummary/mappymatch.matchers.lcss.constructs.rst new file mode 100644 index 0000000..4d9268f --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.lcss.constructs.rst @@ -0,0 +1,13 @@ +mappymatch.matchers.lcss.constructs +=================================== + +.. automodule:: mappymatch.matchers.lcss.constructs + + + .. rubric:: Classes + + .. autosummary:: + + CuttingPoint + TrajectorySegment + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.lcss.lcss.rst b/docs/_autosummary/mappymatch.matchers.lcss.lcss.rst new file mode 100644 index 0000000..1b53867 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.lcss.lcss.rst @@ -0,0 +1,12 @@ +mappymatch.matchers.lcss.lcss +============================= + +.. automodule:: mappymatch.matchers.lcss.lcss + + + .. rubric:: Classes + + .. autosummary:: + + LCSSMatcher + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.lcss.ops.rst b/docs/_autosummary/mappymatch.matchers.lcss.ops.rst new file mode 100644 index 0000000..60f6596 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.lcss.ops.rst @@ -0,0 +1,23 @@ +mappymatch.matchers.lcss.ops +============================ + +.. automodule:: mappymatch.matchers.lcss.ops + + + .. rubric:: Functions + + .. autosummary:: + + add_matches_for_stationary_points + drop_stationary_points + find_stationary_points + new_path + same_trajectory_scheme + split_trajectory_segment + + .. rubric:: Classes + + .. autosummary:: + + StationaryIndex + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.lcss.rst b/docs/_autosummary/mappymatch.matchers.lcss.rst new file mode 100644 index 0000000..e8d106f --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.lcss.rst @@ -0,0 +1,16 @@ +mappymatch.matchers.lcss +======================== + +.. automodule:: mappymatch.matchers.lcss + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + constructs + lcss + ops + utils diff --git a/docs/_autosummary/mappymatch.matchers.lcss.utils.rst b/docs/_autosummary/mappymatch.matchers.lcss.utils.rst new file mode 100644 index 0000000..cac3410 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.lcss.utils.rst @@ -0,0 +1,15 @@ +mappymatch.matchers.lcss.utils +============================== + +.. automodule:: mappymatch.matchers.lcss.utils + + + .. rubric:: Functions + + .. autosummary:: + + compress + forward_merge + merge + reverse_merge + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.line_snap.rst b/docs/_autosummary/mappymatch.matchers.line_snap.rst new file mode 100644 index 0000000..8a1d37e --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.line_snap.rst @@ -0,0 +1,12 @@ +mappymatch.matchers.line\_snap +============================== + +.. automodule:: mappymatch.matchers.line_snap + + + .. rubric:: Classes + + .. autosummary:: + + LineSnapMatcher + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.match_result.rst b/docs/_autosummary/mappymatch.matchers.match_result.rst new file mode 100644 index 0000000..e9831c9 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.match_result.rst @@ -0,0 +1,12 @@ +mappymatch.matchers.match\_result +================================= + +.. automodule:: mappymatch.matchers.match_result + + + .. rubric:: Classes + + .. autosummary:: + + MatchResult + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.matcher_interface.rst b/docs/_autosummary/mappymatch.matchers.matcher_interface.rst new file mode 100644 index 0000000..502963b --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.matcher_interface.rst @@ -0,0 +1,12 @@ +mappymatch.matchers.matcher\_interface +====================================== + +.. automodule:: mappymatch.matchers.matcher_interface + + + .. rubric:: Classes + + .. autosummary:: + + MatcherInterface + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.osrm.rst b/docs/_autosummary/mappymatch.matchers.osrm.rst new file mode 100644 index 0000000..9463901 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.osrm.rst @@ -0,0 +1,18 @@ +mappymatch.matchers.osrm +======================== + +.. automodule:: mappymatch.matchers.osrm + + + .. rubric:: Functions + + .. autosummary:: + + parse_osrm_json + + .. rubric:: Classes + + .. autosummary:: + + OsrmMatcher + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.matchers.rst b/docs/_autosummary/mappymatch.matchers.rst new file mode 100644 index 0000000..f842aa3 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.rst @@ -0,0 +1,18 @@ +mappymatch.matchers +=================== + +.. automodule:: mappymatch.matchers + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + lcss + line_snap + match_result + matcher_interface + osrm + valhalla diff --git a/docs/_autosummary/mappymatch.matchers.valhalla.rst b/docs/_autosummary/mappymatch.matchers.valhalla.rst new file mode 100644 index 0000000..39edf42 --- /dev/null +++ b/docs/_autosummary/mappymatch.matchers.valhalla.rst @@ -0,0 +1,19 @@ +mappymatch.matchers.valhalla +============================ + +.. automodule:: mappymatch.matchers.valhalla + + + .. rubric:: Functions + + .. autosummary:: + + build_match_result + build_path_from_result + + .. rubric:: Classes + + .. autosummary:: + + ValhallaMatcher + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.crs.rst b/docs/_autosummary/mappymatch.utils.crs.rst new file mode 100644 index 0000000..e6126d8 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.crs.rst @@ -0,0 +1,6 @@ +mappymatch.utils.crs +==================== + +.. automodule:: mappymatch.utils.crs + + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.exceptions.rst b/docs/_autosummary/mappymatch.utils.exceptions.rst new file mode 100644 index 0000000..a1996b5 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.exceptions.rst @@ -0,0 +1,12 @@ +mappymatch.utils.exceptions +=========================== + +.. automodule:: mappymatch.utils.exceptions + + + .. rubric:: Exceptions + + .. autosummary:: + + MapException + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.geo.rst b/docs/_autosummary/mappymatch.utils.geo.rst new file mode 100644 index 0000000..2016df4 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.geo.rst @@ -0,0 +1,14 @@ +mappymatch.utils.geo +==================== + +.. automodule:: mappymatch.utils.geo + + + .. rubric:: Functions + + .. autosummary:: + + coord_to_coord_dist + latlon_to_xy + xy_to_latlon + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.plot.rst b/docs/_autosummary/mappymatch.utils.plot.rst new file mode 100644 index 0000000..95536b0 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.plot.rst @@ -0,0 +1,17 @@ +mappymatch.utils.plot +===================== + +.. automodule:: mappymatch.utils.plot + + + .. rubric:: Functions + + .. autosummary:: + + plot_geofence + plot_map + plot_match_distances + plot_matches + plot_path + plot_trace + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.process_trace.rst b/docs/_autosummary/mappymatch.utils.process_trace.rst new file mode 100644 index 0000000..21c0d84 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.process_trace.rst @@ -0,0 +1,13 @@ +mappymatch.utils.process\_trace +=============================== + +.. automodule:: mappymatch.utils.process_trace + + + .. rubric:: Functions + + .. autosummary:: + + remove_bad_start_from_trace + split_large_trace + \ No newline at end of file diff --git a/docs/_autosummary/mappymatch.utils.rst b/docs/_autosummary/mappymatch.utils.rst new file mode 100644 index 0000000..614dedc --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.rst @@ -0,0 +1,18 @@ +mappymatch.utils +================ + +.. automodule:: mappymatch.utils + + +.. rubric:: Modules + +.. autosummary:: + :toctree: + :recursive: + + crs + exceptions + geo + plot + process_trace + url diff --git a/docs/_autosummary/mappymatch.utils.url.rst b/docs/_autosummary/mappymatch.utils.url.rst new file mode 100644 index 0000000..b927a28 --- /dev/null +++ b/docs/_autosummary/mappymatch.utils.url.rst @@ -0,0 +1,12 @@ +mappymatch.utils.url +==================== + +.. automodule:: mappymatch.utils.url + + + .. rubric:: Functions + + .. autosummary:: + + multiurljoin + \ No newline at end of file diff --git a/docs/_config.yml b/docs/_config.yml new file mode 100644 index 0000000..6077352 --- /dev/null +++ b/docs/_config.yml @@ -0,0 +1,59 @@ +# Book settings +# Learn more at https://jupyterbook.org/customize/config.html + +title: mappymatch +author: National Renewable Energy Laboratory + +# Force re-execution of notebooks on each build. +# See https://jupyterbook.org/content/execute.html +execute: + execute_notebooks: force + timeout: 300 + +# Define the name of the latex output file for PDF builds +latex: + latex_documents: + targetname: mappymatch.tex + +# Information about where the book exists on the web +repository: + url: https://github.com/NREL/mappymatch # Online location of your book + path_to_book: docs # Optional path to your book, relative to the repository root + branch: main # Which branch of the repository should be used when creating links (optional) + +# Add GitHub buttons to your book +# See https://jupyterbook.org/customize/config.html#add-a-link-to-your-repository +html: + use_issues_button: true + use_repository_button: true + +# Sphinx for API doc generation +sphinx: + extra_extensions: + - "sphinx.ext.autodoc" + - "sphinx.ext.autosummary" + - "sphinx.ext.viewcode" + - "sphinx_autodoc_typehints" + - "sphinxcontrib.autoyaml" + - "sphinxcontrib.mermaid" + config: + html_theme: sphinx_book_theme + language: "python" + html_context: + default_mode: light + nb_execution_show_tb: true # Shows the stack trace in stdout; its suppressed otherwise. + nb_execution_raise_on_error: true # Stops the Sphinx build if there is an error in a notebook. See https://github.com/executablebooks/jupyter-book/issues/2011 + suppress_warnings: + - etoc.toctree # autodoc output contains toctrees, so suppress this warning. See https://github.com/executablebooks/sphinx-external-toc/issues/36 + autoyaml_level: 3 + autosummary_generate: true + + # Autodoc config reference + # https://www.sphinx-doc.org/en/master/usage/extensions/autodoc.html#configuration + autodoc_default_options: + members: true + member-order: bysource + undoc-members: true + private-members: false + autodoc_typehints: both + mermaid_version: "10.8" diff --git a/docs/_toc.yml b/docs/_toc.yml new file mode 100644 index 0000000..223a3db --- /dev/null +++ b/docs/_toc.yml @@ -0,0 +1,21 @@ +# Table of contents +# Learn more at https://jupyterbook.org/customize/toc.html + +format: jb-book +root: home +parts: + - caption: Quick Start + chapters: + - file: quick-start + + - caption: Installation + chapters: + - file: install + + - caption: Example + chapters: + - file: lcss-example + + - caption: Reference + chapters: + - file: api-docs diff --git a/docs/api-docs.md b/docs/api-docs.md new file mode 100644 index 0000000..aa360d4 --- /dev/null +++ b/docs/api-docs.md @@ -0,0 +1,12 @@ +# API Documentation + +```{eval-rst} +.. autosummary:: + :toctree: _autosummary + :recursive: + + mappymatch.constructs + mappymatch.maps + mappymatch.matchers + mappymatch.utils +``` diff --git a/docs/home.md b/docs/home.md new file mode 100644 index 0000000..d5caaf3 --- /dev/null +++ b/docs/home.md @@ -0,0 +1,13 @@ +# Mappymatch + +Mappymatch is a pure-Python package developed and open-sourced by the National Renewable Energy Laboratory. It contains a collection of "Matchers" that enable matching a GPS trace (series of GPS coordinates) to a map. + +## The Current Matchers + +- **`LCSSMatcher`**: A matcher that implements the LCSS algorithm described in this [paper](https://doi.org/10.3141%2F2645-08). Works best with high-resolution GPS traces. +- **`OsrmMatcher`**: A light matcher that pings an OSRM server to request map matching results. See the [official documentation](http://project-osrm.org/) for more info. +- **`ValhallaMatcher`**: A matcher to ping a [Valhalla](https://www.interline.io/valhalla/) server for map matching results. + +## Currently Supported Map Formats + +- **Open Street Maps** diff --git a/docs/install.md b/docs/install.md new file mode 100644 index 0000000..783d8af --- /dev/null +++ b/docs/install.md @@ -0,0 +1,37 @@ +# Install + +## From PyPI + +```bash +pip install mappymatch +``` + +```{note} +While mappymatch is a pure python package, some of the geospatial dependnecies can be hard to install via pip. +If you encounted issues, our recommended solution is to install the package from the source code, using conda +to facilitate the packages that can be challenging to install. + +We hope to eventually provide a conda distribution (help doing this would be greatly appreciated!) +``` + +## From Source + +Clone the repo: + +```bash +git clone https://github.com/NREL/mappymatch.git && cd mappymatch +``` + +Get [Anaconda](https://www.anaconda.com/download) or [miniconda](https://docs.anaconda.com/miniconda/). + +Then, use the `environment.yml` file (in the repo) to install dependencies: + +```bash +conda env create -f environment.yml +``` + +To activate the `mappymatch` environment: + +```bash +conda activate mappymatch +``` diff --git a/docs/lcss-example.ipynb b/docs/lcss-example.ipynb new file mode 100644 index 0000000..6d53ecb --- /dev/null +++ b/docs/lcss-example.ipynb @@ -0,0 +1,575 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "320f93ac-5965-44a4-8d20-40b8944a60a5", + "metadata": {}, + "source": [ + "# LCSS Example\n", + "\n", + "An example of using the LCSSMatcher to match a gps trace to the Open Street Maps road network" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "dbf22ede-f3b6-4940-b866-15263b8eeaff", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch import package_root" + ] + }, + { + "cell_type": "markdown", + "id": "fcbd7d7d-91fc-4bbe-849f-b91b4d919c6f", + "metadata": {}, + "source": [ + "First, we load the trace from a file. \n", + "The mappymatch package has a few sample traces included that we can use for demonstration.\n", + "\n", + "Before we build the trace, though, let's take a look at the file to see how mappymatch expects the input data:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a626d87a-382e-4d04-9e02-886f3a168701", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + " latitude longitude\n", + "0 39.655210 -104.919169\n", + "1 39.655449 -104.919274\n", + "2 39.655690 -104.919381\n", + "3 39.655936 -104.919486\n", + "4 39.656182 -104.919593" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pandas as pd\n", + "\n", + "df = pd.read_csv(package_root() / \"resources/traces/sample_trace_3.csv\")\n", + "df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "cd2ba449-3b1b-44ea-be6a-a11a12cca1a7", + "metadata": {}, + "source": [ + "Notice that we expect the input data to be in the EPSG:4326 coordinate reference system. \n", + "If your input data is not in this format, you'll need to convert it prior to building a Trace object.\n", + "\n", + "In order to idenfiy which coordinate is which in a trace, mappymatch uses the dataframe index as the coordinate index and so in this case, we just have a simple range based index for each coordinate.\n", + "We could set a different index on the dataframe and mappymatch would use that to identify the coordinates.\n", + "\n", + "Now, let's load the trace from the same file:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "278d868d-1095-427b-a6ef-55db76f9353c", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.constructs.trace import Trace\n", + "\n", + "trace = Trace.from_csv(\n", + " package_root() / \"resources/traces/sample_trace_3.csv\",\n", + " lat_column=\"latitude\",\n", + " lon_column=\"longitude\",\n", + " xy=True,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "d5791707-491f-4c16-b5a9-51147a6ec896", + "metadata": {}, + "source": [ + "Notice here that we pass three optional arguments to the `from_csv` function. \n", + "By default, mappymatch expects the latitude and longitude columns to be named \"latitude\" and \"longitude\" but you can pass your own values if needed.\n", + "Also by default, mappymatch converts the trace into the web mercator coordinate reference system (EPSG:3857) by setting `xy=True`.\n", + "The LCSS matcher computes the cartesian distance between geometries and so a projected coordiante reference system is ideal.\n", + "In a future version of mappymatch we hope to support any projected coordiante system but right now we only support EPSG:3857.\n", + "\n", + "Okay, let's plot the trace to see what it looks like (mappymatch uses folium under the hood for plotting):" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e1284f1-ef05-4732-9b20-891c444d5c68", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.utils.plot import plot_trace\n", + "\n", + "plot_trace(trace, point_color=\"black\", line_color=\"yellow\")" + ] + }, + { + "cell_type": "markdown", + "id": "a54fd4fa-974b-4e96-8224-b90e31ffdd37", + "metadata": {}, + "source": [ + "Next, we need to get a road map to match our Trace to.\n", + "One way to do this is to build a small geofence around the trace and then download a map that just fits around our trace:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cc5f7cb1-8f01-45b3-8216-59d7fd7f1f22", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.constructs.geofence import Geofence\n", + "\n", + "geofence = Geofence.from_trace(trace, padding=2e3)" + ] + }, + { + "cell_type": "markdown", + "id": "c581bf51-878b-4968-991c-de77becea543", + "metadata": {}, + "source": [ + "Notice that we pass an optional argument to the constructor.\n", + "The padding defines how large around the trace we should build our geofence and is in the same units as the trace.\n", + "In our case, the trace has been projected to the web mercator CRS and so our units would be in approximate meters, 1e3 meters or 1 kilomter \n", + "\n", + "Now, let's plot both the trace and the geofence:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e8008c3-01ec-42be-b62e-730cfc35e995", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.utils.plot import plot_geofence\n", + "\n", + "plot_trace(trace, point_color=\"black\", m=plot_geofence(geofence))" + ] + }, + { + "cell_type": "markdown", + "id": "c294fc6c-4ad3-4f2a-a819-5772c887a65e", + "metadata": {}, + "source": [ + "At this point, we're ready to download a road network.\n", + "Mappymatch has a couple of ways to represent a road network: The `NxMap` and the `IGraphMap` which use `networkx` and `igraph`, respectively, under the hood to represent the road graph structure.\n", + "You might experiment with both to see if one is more performant or memory efficient in your use case.\n", + "\n", + "In this example we'll use the `NxMap`:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1259d790-758b-413c-8ab1-19106ee5b3c8", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.maps.nx.nx_map import NxMap, NetworkType\n", + "\n", + "nx_map = NxMap.from_geofence(\n", + " geofence,\n", + " network_type=NetworkType.DRIVE,\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "7388a8a5-4396-4c95-bc23-aeb8c057d57a", + "metadata": {}, + "source": [ + "The `from_geofence` constructor uses the osmnx package under the hood to download a road network.\n", + "\n", + "Notice we pass the optional argument `network_type` which defaults to `NetworkType.DRIVE` but can be used to get a different network like `NetworkType.BIKE` or `NetworkType.WALK`\n", + "\n", + "Now, we can plot the map to make sure we have the network that we want to match to:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6dd7f2f8-9407-418c-912d-723cf7672624", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.utils.plot import plot_map\n", + "\n", + "plot_map(nx_map)" + ] + }, + { + "cell_type": "markdown", + "id": "3e3e4926-7e63-4098-986a-605aa772a9d8", + "metadata": {}, + "source": [ + "Now, we're ready to perform the actual map matching. \n", + "\n", + "In this example we'll use the `LCSSMatcher` which implements the algorithm described in this paper:\n", + "\n", + "[Zhu, Lei, Jacob R. Holden, and Jeffrey D. Gonder.\n", + "\"Trajectory Segmentation Map-Matching Approach for Large-Scale, High-Resolution GPS Data.\"\n", + "Transportation Research Record: Journal of the Transportation Research Board 2645 (2017): 67-75.](https://doi.org/10.3141%2F2645-08)\n", + "\n", + "We won't go into detail here for how to tune the paramters but checkout the referenced paper for more details if you're interested. \n", + "The default parameters have been set based on internal testing on high resolution driving GPS traces. " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "272e5779-5b3b-4862-9d5e-850866758554", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.matchers.lcss.lcss import LCSSMatcher\n", + "\n", + "matcher = LCSSMatcher(nx_map)\n", + "\n", + "match_result = matcher.match_trace(trace)" + ] + }, + { + "cell_type": "markdown", + "id": "64ab014b-3084-48a0-a89a-d579ca296dc6", + "metadata": {}, + "source": [ + "Now that we have the results, let's plot them:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5dcdab12-0592-472e-bd7d-b00add9d8533", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.utils.plot import plot_matches\n", + "\n", + "plot_matches(match_result.matches)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1e470152-4b65-4844-a014-b922c5cbd8f8", + "metadata": {}, + "outputs": [], + "source": [ + "match_result.path_to_geodataframe().plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5f7e52f4-b52a-4788-a990-f603378ea090", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "id": "d9ac54eb-d5e0-45db-a90d-cf42906a3bc6", + "metadata": {}, + "source": [ + "The `plot_matches` function plots the roads that each point has been matched to and labels them with the road id.\n", + "\n", + "In some cases, if the trace is much sparser (for example if it was collected a lower resolution), you might want see the estimated path, rather than the explict matched roads.\n", + "\n", + "For example, let's reduce the trace frequency to every 30th point and re-match it:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "70d10607-71f6-4706-878a-8ab7332f7543", + "metadata": {}, + "outputs": [], + "source": [ + "reduced_trace = trace[0::30]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3668f51e-da5e-485a-8d8b-e2f76fd1c173", + "metadata": {}, + "outputs": [], + "source": [ + "plot_trace(reduced_trace, point_color=\"black\", line_color=\"yellow\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b203d89a-3384-4fcb-81ff-dc62f34277d0", + "metadata": {}, + "outputs": [], + "source": [ + "reduced_matches = matcher.match_trace(reduced_trace)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f56f70f8-7732-4801-af04-bffce4176853", + "metadata": {}, + "outputs": [], + "source": [ + "plot_matches(reduced_matches.matches)" + ] + }, + { + "cell_type": "markdown", + "id": "a4d7ac4f-d822-491a-9a1d-77cd42f0a7d7", + "metadata": {}, + "source": [ + "The match result also has a `path` attribute with the estiamted path through the network:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6c389db6-427f-4b91-8857-06d36ea51809", + "metadata": {}, + "outputs": [], + "source": [ + "from mappymatch.utils.plot import plot_path" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a8e63658-1de5-4313-b5c3-989afa0c5951", + "metadata": {}, + "outputs": [], + "source": [ + "plot_trace(\n", + " reduced_trace, point_color=\"blue\", m=plot_path(reduced_matches.path, crs=trace.crs)\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "fdc744b4-9399-4a64-a0f9-a02791aaf859", + "metadata": {}, + "source": [ + "Lastly, we might want to convert the results into a format more suitible for saving to file or merging with some other dataset. \n", + "To do this, we can convert the result into a dataframe:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "456d58c4-d507-461d-be9d-75b80341a406", + "metadata": {}, + "outputs": [], + "source": [ + "result_df = reduced_matches.matches_to_dataframe()\n", + "result_df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "de20d601-aab6-4cab-ac98-3b25b8b433e1", + "metadata": {}, + "source": [ + "Here, for each coordinate, we have the distance to the matched road, and then attributes of the road itself like the geometry, the OSM node id and the road distance and travel time.\n", + "\n", + "We can also get a dataframe for the path:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4bf8cf9-83a7-4347-9c7c-164ff0fe4413", + "metadata": {}, + "outputs": [], + "source": [ + "path_df = reduced_matches.path_to_dataframe()\n", + "path_df.head()" + ] + }, + { + "cell_type": "markdown", + "id": "1e38cdb0-0028-4c23-88a0-e6fdafe295ce", + "metadata": {}, + "source": [ + "Another thing we can do is to only get a certain set of road types to match to. For example, let's say I only want to consider highways and primary roads for matching, I can do so by passing a custom filter when building the road network: " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "57168d3b-c9d0-47ae-9a84-a405b31ddf73", + "metadata": {}, + "outputs": [], + "source": [ + "nx_map = NxMap.from_geofence(\n", + " geofence,\n", + " network_type=NetworkType.DRIVE,\n", + " custom_filter='[\"highway\"~\"motorway|primary\"]',\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "faea5546-bda5-4642-9b75-26692efce16a", + "metadata": {}, + "outputs": [], + "source": [ + "plot_map(nx_map)" + ] + }, + { + "cell_type": "markdown", + "id": "04f39101-11cc-4cd5-92de-5b1f191de3b4", + "metadata": {}, + "source": [ + "Above you can see that now we have a much reduced graph to match to, let's see what happens" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "35436094-897b-4537-b161-73eadd294625", + "metadata": {}, + "outputs": [], + "source": [ + "matcher = LCSSMatcher(nx_map)\n", + "\n", + "match_result = matcher.match_trace(trace)\n", + "\n", + "plot_matches(match_result.matches)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "820813b6-dba1-4a1c-aa37-fcba0deb20f1", + "metadata": {}, + "outputs": [], + "source": [ + "plot_path(match_result.path, crs=trace.crs)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2137e503-0b00-4358-a1c8-be34ab6d10eb", + "metadata": {}, + "outputs": [], + "source": [ + "path_gdf = match_result.path_to_geodataframe()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a5b3a413-7325-4629-89ad-664aab4ece10", + "metadata": {}, + "outputs": [], + "source": [ + "path_gdf.plot()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2731f4d7-a9df-455f-859a-f22e48e40f37", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.12.7" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/make.bat b/docs/make.bat deleted file mode 100644 index 747ffb7..0000000 --- a/docs/make.bat +++ /dev/null @@ -1,35 +0,0 @@ -@ECHO OFF - -pushd %~dp0 - -REM Command file for Sphinx documentation - -if "%SPHINXBUILD%" == "" ( - set SPHINXBUILD=sphinx-build -) -set SOURCEDIR=source -set BUILDDIR=build - -%SPHINXBUILD% >NUL 2>NUL -if errorlevel 9009 ( - echo. - echo.The 'sphinx-build' command was not found. Make sure you have Sphinx - echo.installed, then set the SPHINXBUILD environment variable to point - echo.to the full path of the 'sphinx-build' executable. Alternatively you - echo.may add the Sphinx directory to PATH. - echo. - echo.If you don't have Sphinx installed, grab it from - echo.https://www.sphinx-doc.org/ - exit /b 1 -) - -if "%1" == "" goto help - -%SPHINXBUILD% -M %1 %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% -goto end - -:help -%SPHINXBUILD% -M help %SOURCEDIR% %BUILDDIR% %SPHINXOPTS% %O% - -:end -popd diff --git a/docs/quick-start.md b/docs/quick-start.md new file mode 100644 index 0000000..a0fb92e --- /dev/null +++ b/docs/quick-start.md @@ -0,0 +1,5 @@ +# Quick Start + +First, follow the [installation instructions](install). + +Then, checkout the [LCSS example](lcss-example). diff --git a/docs/source/conf.py b/docs/source/conf.py deleted file mode 100644 index 4c1b111..0000000 --- a/docs/source/conf.py +++ /dev/null @@ -1,83 +0,0 @@ -# -- Path setup -------------------------------------------------------------- - -# If extensions (or modules to document with autodoc) are in another directory, -# add these directories to sys.path here. If the directory is relative to the -# documentation root, use os.path.abspath to make it absolute, like shown here. -# -import collections -import os -import sys -from datetime import date - -sys.path.insert(0, os.path.abspath("../..")) -print(os.path.abspath("../..")) - - -# -- Project information ----------------------------------------------------- - -project = "Mappymatch" -year = date.today().year -copyright = f"{year}, National Renewable Energy Laboratory" -author = "National Renewable Energy Laboratory" -# Initial releases at 0.x.x -# First stable release at 1.x.x -full_version = "0.5.0" -version = full_version -# Full version for display in various places. -release = full_version - - -# -- General configuration --------------------------------------------------- - -# Add any Sphinx extension module names here, as strings. They can be -# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom -# ones. -extensions = [ - "sphinx.ext.autodoc", - "sphinx_rtd_theme", - "sphinx.ext.napoleon", - "sphinx.ext.viewcode", - "sphinxemoji.sphinxemoji", -] - -# Add any paths that contain templates here, relative to this directory. -templates_path = ["_templates"] - -# List of patterns, relative to source directory, that match files and -# directories to ignore when looking for source files. -# This pattern also affects html_static_path and html_extra_path. -# exclude_patterns = [] - - -# -- Options for HTML output ------------------------------------------------- - -# The theme to use for HTML and HTML Help pages. See the documentation for -# a list of builtin themes. -# -html_theme = "sphinx_rtd_theme" -html_theme_options = { - "style_external_links": True, - "style_nav_header_background": "#9B59B6", -} -# TODO https://www.sphinx-doc.org/en/master/usage/configuration.html?highlight=html_icon#confval-html_favicon -# html_logo = '' -# html_favicon = '' - -# Add any paths that contain custom static files (such as style sheets) here, -# relative to this directory. They are copied after the builtin static files, -# so a file named "default.css" will overwrite the builtin "default.css". -html_static_path = ["./_static"] -# TODO Revised based on discussion #120. -add_module_names = False - -# -- Post process ------------------------------------------------------------ - - -def remove_namedtuple_attrib_docstring(app, what, name, obj, skip, options): - if type(obj) is collections._tuplegetter: - return True - return skip - - -def setup(app): - app.connect("autodoc-skip-member", remove_namedtuple_attrib_docstring) diff --git a/docs/source/general/changelog.rst b/docs/source/general/changelog.rst deleted file mode 100644 index dcfbc98..0000000 --- a/docs/source/general/changelog.rst +++ /dev/null @@ -1,3 +0,0 @@ -Changelog -=================== - diff --git a/docs/source/general/contributing.rst b/docs/source/general/contributing.rst deleted file mode 100644 index bb07f51..0000000 --- a/docs/source/general/contributing.rst +++ /dev/null @@ -1,387 +0,0 @@ -Contributing -==================== - -.. contents:: Overview - :depth: 2 - :local: - -Getting Started ------------------ -We are happy your are even considering helping. We hope this guide makes the process seamless. We really appreciate your help! - -If you are new to open source contribution, please checkout :ref:`best-practices` and :ref:`toolbelt`. - -.. note:: - All command line code is run from the project root except where noted. - -.. tip:: - In :code:`git clone ` , text inside the < >, and the < > get replaced with the appropriate specific text. The < > visually separate the syntax which remains unchanged from the text that needs to be changed. It is a common development pattern that is confusing if you have not seen it before. To see another example of it, type :code:`git --help` on your command line. - -Select an issue ----------------- -Look through the open issues and for an issue labelled ``good first issue`` or ``documentation`` that is unassigned. - -Once you have selected an issue, then assign it to yourself by placing the word ``take`` as a comment. This will indicate to other contributors that you're working on the issue. Your goal is to finish the process from self assigning the issue to submitting the initial Pull Request (PR) in less than 2 weeks. This keeps your work from diverging too much from the main branch. - -That being said, life happens, we appreciate you however you decide to help. If something comes up, and you need to unassign an issue (place the word ``remove`` as a comment) or post that you are still working on it, then that is okay. - - -Build from the source (First time only) ----------------------------------------------- - #. Go to the `repo `_ and click on :guilabel:`Fork` in the upper right. - #. Navigate to your fork which will be /mappymatch . Click on the green :guilabel:`Code` drop down and copy the https link. - #. From the command line: - - .. code-block:: sh - :caption: Clone the forked repo. - - git clone - - .. code-block:: sh - :caption: Create the Conda environment, and activate it. You will need to run each command separately. - - cd mappymatch - conda env create -f environment_dev.yml - conda activate mappymatch_dev - - .. code-block:: sh - :caption: Verify installation by running tests. - - python -m unittest discover - - .. code-block:: output - :caption: Return should look like this, but the number of tests will vary. - - ................................................ - --------------------------------------------------------------- - Ran 51 tests in 14.621s - - OK - - -Install Pre-Commit hooks (First time only) --------------------------------------------------------------------- -.. code-block:: sh - - pre-commit install - - -Setup Git workflow (First time only) --------------------------------------------------------------------- -.. code-block:: sh - :caption: Setup upstream remote. - - git remote add upstream https://github.com/NREL/mappymatch.git - - -Execute Changes and Git workflow ---------------------------------------------------------------- - - #. - .. code-block:: - :caption: Checkout a branch from your forked repository - - git checkout -b - - #. Make your changes and add commits - - #. Pull in changes from upstream. This is best done periodically, if you have the branch checked out for a long time. - - .. code-block:: - :caption: Switch to main branch, pull changes from upstream, resolve conflicts that arise. - - git checkout main - git pull upstream main - - .. code-block:: - :caption: Switch to your branch, pull the changes from your main repository, and resolve conflicts that arise. - - git checkout - git pull origin main - - #. Push changes to get ready for PR. - - .. code-block:: - :caption: Push your changes to remote for your forked repository. - - git push origin - - -Open a PR ---------------------------------------------- - - #. Go to the `repo/PR `_ and click on :guilabel:`New pull request` in the upper right. - #. Click on :guilabel:`Compare across forks` in the top middle. - #. Leave the ``base repository`` section alone. For the ``head repository`` section select your fork and your branch. - #. **Review the code diffs** and then click :guilabel:`Create pull request`. - #. Check back after a fewer minutes to make sure the CI steps pass. If they fail, then make the fixes and push your branch to your forked repo again. The PR will update and rerun the CI. - -Finish the PR ---------------------------------------------- - - #. Check back in a few days for maintainer requests for changes. Don't be surprised or offended by the changes. Most PRs require some changes. - #. Make the changes and push your branch to your forked repo again. - #. The maintainer will merge your branch. - #. Delete you branch - #. Pull the changes into your forked repo. - - .. code-block:: sh - - git checkout main - git pull upstream main - -.. _best-practices: - -Best practices ---------------------------------------------- -Asking questions -_____________________________________________ -Have a question? Rather than opening an issue, please ask questions -or post comments in `Q&A Discussions `_ . -Members of the community are happy to assist. - -Providing feedback -______________________________________________ -Your comments and feedback are very welcome. Please post to -`General Discussions `_ -with lots of detail. - -Reporting issues -______________________________________________ -We are happy to fix bugs. Please report buys using the issues template. - -General issue reporting guidelines -______________________________________________ - - * One issue per problem. - - * Check through the closed issues before submitting a new one. - -Requesting features -_______________________________________________ -If you are interested in coding or requesting a new feature, let us know in -`Ideas Discussions `_ -Please wait for confirmation from a core maintainer before proceeding. - - -Previewing documentation locally --------------------------------------------- -To preview the documentation locally: - - #. From the command line, use `Sphinx `_ to rebuild the docs. - - .. code-block:: sh - - sphinx-autobuild -b html ./docs/source ./docs/_build - - #. Open ``http://127.0.0.1:8000`` with your browser. - - - -Maintainer Information ----------------------------------------- - -Adding a new package dependency -________________________________________ - -To add a new package dependency, add it to the ``dependency`` list in the ``/pyproject.toml`` file. - - -Updating Version Locations -________________________________________ - -To update the version automatically using tbump: - -.. code-block:: sh - - tbump --only-patch - -To update the version manually update it in the following locations: - - #. In the docs ``/docs/source/conf.py`` - #. In the setup.py ``/pyproject.toml`` (2 places) - - -Releasing to PyPi manually -__________________________________________ - - #. Build the wheel - - .. code-block:: sh - - python -m build - - #. Upload to Test PyPi. - - .. code-block:: sh - - twine upload -r testpypi dist/* --verbose - - #. Verify for typos and that the wheel installs. If you spot a mistake, correct it, commit the correction and change the version in the [project] table in ``/pyproject.toml`` to ...post<#> - #. Delete the old wheel, rebuild the wheel and reupload to Test PyPi. - #. Remove post<#> from the version. - #. If there are no mistakes, add add tag v.. to master branch on github. - - .. code-block:: sh - :caption: Tags have to pushed like a separate branch. - - git tag -a v.. -m "version .." - git push origin - - #. Upload to PyPi. - - .. code-block:: sh - - twine upload dist/* - - -.. _toolbelt: - -Tools in our toolbelt ---------------------------------------- -.. note:: - All command line examples use settings configured for the repo. Coverage and Isort automatically find their configuration files. - -Black -__________________________________ - -Implemented as a Pre-Commit hook. - -`Black `_ is an opinionated code formatter so you don't have to be. - -Command line use: - -.. code-block:: sh - - black --config pyproject.toml - - -Coverage -___________________________________ - -Not Implemented as CI - -`Coverage `_ is a tool used to monitor test coverage. It does so by executing the tests and monitoring which lines are run. - -Command line use: - -.. code-block:: sh - :caption: Run the tests with coverage monitoring. - - coverage -m unittest discover - -.. code-block:: sh - :caption: View the coverage report. - - coverage report -m - -Flake8 -________________________________________ - -Implemented as CI and Pre-Commit hook. - -`Flake8 `_ is a linting tool that wraps PyFlakes, pycodestyle, and Ned Batchelder's McCabe script into a single package. - -Command Line use: - -.. code-block:: sh - - flake8 --config tox.ini - -Interrogate -__________________________________ -Implemented as Pre-Commit hook. - -`Interrogate `_ reports on the level of and enforces docstring coverage for the code base. - -Command line use - -.. code-block:: sh - - interrogate -c pyproject.toml - - -Isort -__________________________________ - -Implemented as Pre-Commit hook. - -`Isort `_ automatically groups and sorts your import statements so you don't have to. - -Command line use: - -.. code-block:: sh - - isort - -Mypy -________________________________________ - -Implemented in CI. - -`Mypy `_ is an optional static type checker for Python that aims to combine the benefits of dynamic (or "duck") typing and static typing. - -Command Line use: - -.. code-block:: sh - :caption: Run normally. - - mypy --config-file mypy.ini - -.. code-block:: sh - :caption: Run in verbose mode. Used to see location of specific failures. - - mypy --config-file mypy.ini -v - -Pre-Commit -__________________________________ - -Implements all the precommit hooks. - -`Pre-Commit `_ is a framework for managing and maintaining multilanguage pre-commit hooks. Before the commit executes, pre-commit hooks are run to do useful things like code formatting. This means the unformatted code never enters your code base. - -Command line use: - -.. code-block:: sh - :caption: Run once to install hooks configured by .pre-commit-config.yaml - - pre-commit install - -.. code-block:: sh - :caption: Make changes to the code base, add files to the staging area, and commit changes as you normally would. - - git commit -m "Updated tools in toolchain docs section." - -You will get a success or failure. - -.. code-block:: output - :caption: Example output for success. No other steps are needed. - - black................................................(no files to check)Skipped - isort (python).......................................(no files to check)Skipped - interrogate..........................................(no files to check)Skipped - [create_contributing_docs 30c2bf3] Updated tools in toolchain docs section. - 1 file changed, 80 insertions(+), 4 deletions(-) - -.. code-block:: output - :caption: Example output for failure. See next code block for follow on steps. - - black....................................................................Failed - - hook id: black - - files were modified by this hook - - reformatted mappymatch\utils\url.py - - All done! \u2728 \U0001f370 \u2728 - 1 file reformatted. - - isort (python)...........................................................Passed - interrogate..............................................................Passed - - -.. code-block:: sh - :caption: Re-add the files to the staging area. Commit again. You should get a success. - - git add --all - git commit -m "Update contributing docs for precommit-failure." - diff --git a/docs/source/general/contributors.rst b/docs/source/general/contributors.rst deleted file mode 100644 index 4bfa732..0000000 --- a/docs/source/general/contributors.rst +++ /dev/null @@ -1,33 +0,0 @@ -Contributors -=================== - -As with any open source project, many people came together to create this library. - -Owners ----------- - -* `nreinicke `_ -* `jhoshiko `_ - - -Core maintainers ------------------------ - -* `machallboyd `_ - -Previous maintainers or Owners --------------------------------- - -* `Rowlando13 `_ - -Special thanks --------------------- - - * The many contributors from Pycon US 2022! You really got the project off the ground. - * The `National Renewable Energy Laboratory `_ for open sourcing the initial groundwork. - * Open source maintainers even if you only contributed one commit. - -Previous work: - - * Lei Zhu, Jacob R. Holden, and Jeffrey D. Gonder for their work on the algorithm that underlies the :code:`LCSSMatcher` detailed in `Trajectory Segmentation Map-Matching Approach for Large-Scale, High-Resolution GPS Data `_ - diff --git a/docs/source/general/examples.rst b/docs/source/general/examples.rst deleted file mode 100644 index 14817ce..0000000 --- a/docs/source/general/examples.rst +++ /dev/null @@ -1,7 +0,0 @@ -Examples -================ - -Example Usage -------------- - -Checkout `this notebook `_ for a detailed example of using the LCSSMatcher. diff --git a/docs/source/general/install.rst b/docs/source/general/install.rst deleted file mode 100644 index 056606a..0000000 --- a/docs/source/general/install.rst +++ /dev/null @@ -1,56 +0,0 @@ -Install -================== - -From PyPI (recommended) ---------- - -.. code-block:: - - pip install mappymatch - -From Source -------------------------- - -Clone the repo:: - - git clone https://github.com/NREL/mappymatch.git && cd mappymatch - -Then, use the environment.yml file (in the repo) to install dependencies:: - - conda env create -f environment.yml - -To activate the mappymatch environment:: - - conda activate mappymatch - - -.. warning:: - - Some users have reported problems installing GDAL (a dependency of geopandas) on windows. - Here are two possible solutions: - - 1) Install GDAL from source - This is the most difficult solution, but is trusted. - - Before installing the required dependencies, install GDAL into the system. This process is documented - by `UCLA `_. - - 2) Install GDAL from binary wheel - This is the easiest solution, but it is from an untrusted source and is not to be used in sensitive environments. - - A precompiled binary wheel is provided by Christoph Gohlke of the Laboratory for Fluorescence Dynamics at the - University of California. If you use this approach, both GDAL and Fiona wheels need to be installed. - - * `GDAL wheels `_ - * `Fiona wheels `_ - - #. Download the correct GDAL and Fiona wheels for your architecture and Python version - #. Install the GDAL wheel into the virtual environment `pip install ` - #. Install the Fiona wheel into the virtual environment `pip install ` - #. Use pip to install the remaining packages `pip install ` - - -From Conda ----------- - -|:construction:| We're currently working on a Conda package for mappymatch. \ No newline at end of file diff --git a/docs/source/general/quickstart.rst b/docs/source/general/quickstart.rst deleted file mode 100644 index f151b98..0000000 --- a/docs/source/general/quickstart.rst +++ /dev/null @@ -1,3 +0,0 @@ -Quickstart -============== -Checkout `this notebook `_ for a detailed example of using the LCSSMatcher. \ No newline at end of file diff --git a/docs/source/images/map-matching.gif b/docs/source/images/map-matching.gif deleted file mode 100644 index 5e8155d98d1764860d9deb475ce74df01b0cab8e..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 1090932 zcmb@sWpowG7B1RL;ad%gU6C*^31G(AzoW0L| z@7MeBx<^-i_4SmR)m3B7sbN~7B^lpa@q>1c0TT3Q|& zY8mTmTbUgBezf~=fAyih1A3jLgQ${Qb?{`uex4pC_va zLj#?4m!}sy>#H~SePg4e$9qTnM@Rnte)m^D2fJEox5k(5S2Hs+baZqQ6XO;aMz3ye 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