[DOCS] Add lychee link checker with pre-commit

.github/linters/lychee.toml

@@ -0,0 +1,13 @@
+exclude = ["docs/api/javadoc/sql/org/apache/sedona/sql/utils/index.html$",
+    "docs/api/scaladoc/spark/org/apache/sedona/sql/utils/index.html$",
+    "docs/javadoc/spark",
+    "docs/scaladoc/spark/org/apache/sedona/sql/utils/index.html$",
+    "spark://localhost:.*",
+    "https://issues.apache.org/jira.*",
+    "https://keyserver.pgp.com/.*",
+    "http://localhost:.*",
+    "https://whimsy.apache.org/officers/acreq.*",
+    "https://whimsy.apache.org/roster/pmc/sedona.*",
+    "https://www.datasyslab.net/",
+    "https://mvnrepository.com/.*",
+    "https://www.researchgate.net/figure/Relation-between-the-cartesian-axes-x-y-and-i-j-axes-of-the-pixels_fig3_313860913"]

.github/workflows/lint.yml

@@ -1,3 +1,4 @@
+# https://pre-commit.com/
 name: Lint
 
 on: [pull_request]
@@ -6,8 +7,33 @@ permissions:
   contents: read
 
 jobs:
+  lychee:
+    name: Check links with lychee
+    runs-on: ubuntu-latest
+    steps:
+      - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
+        uses: actions/checkout@v4
+      - uses: actions/setup-python@v5
+        with:
+          python-version: '3.x'
+          architecture: 'x64'
+      - name: Install dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip install pre-commit
+          curl -sSf 'https://sh.rustup.rs' | sh -s -- -y
+          sudo apt install gcc pkg-config libc6-dev libssl-dev
+          cargo install lychee
+      - name: set PY
+        run: echo "PY=$(python -VV | sha256sum | cut -d' ' -f1)" >> $GITHUB_ENV
+      - uses: actions/cache@v3
+        with:
+          path: ~/.cache/pre-commit
+          key: pre-commit|${{ env.PY }}|${{ hashFiles('.pre-commit-config.yaml') }}
+      - name: Run pre-commit
+        run: pre-commit run lychee --all-files
   pre-commit:
-    name: Run pre-commit  # https://pre-commit.com/
+    name: Run pre-commit
     runs-on: ubuntu-latest
     steps:
       - name: "Checkout ${{ github.ref }} ( ${{ github.sha }} )"
@@ -27,4 +53,4 @@ jobs:
           path: ~/.cache/pre-commit
           key: pre-commit|${{ env.PY }}|${{ hashFiles('.pre-commit-config.yaml') }}
       - name: Run pre-commit
-        run: pre-commit run --all-files
+        run: SKIP=lychee pre-commit run --all-files

.pre-commit-config.yaml

@@ -14,12 +14,12 @@ repos:
     rev: v2.2.6
     hooks:
       - id: codespell
-        name: Run codespell
+        name: run codespell
         description: Check spelling with codespell
         args: [--ignore-words=.github/linters/codespell.txt]
         exclude: ^docs/image|^spark/common/src/test/resources|^docs/usecases
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v4.5.0
+    rev: v4.6.0
     hooks:
       - id: check-ast
       - id: check-builtin-literals
@@ -53,11 +53,18 @@ repos:
       - id: trailing-whitespace
         args: [--markdown-linebreak-ext=md]
         exclude: ^docs-overrides/main\.html$|\.Rd$
+  - repo: https://github.com/lycheeverse/lychee.git
+    rev: v0.15.0
+    hooks:
+      - id: lychee
+        name: run lychee
+        args: [--config=.github/linters/lychee.toml]
+        files: \.md$
   - repo: https://github.com/igorshubovych/markdownlint-cli
-    rev: v0.38.0
+    rev: v0.39.0
     hooks:
       - id: markdownlint
-        name: Run markdownlint
+        name: run markdownlint
         description: Check Markdown files with markdownlint
         args: [--config=.github/linters/.markdown-lint.yml]
         exclude: ^\.github/.*$

Makefile

@@ -1,11 +1,15 @@
 check :
-	pre-commit run --all-files
+	SKIP=lychee pre-commit run --all-files
 .PHONY : check
 
 checkinstall :
 	pre-commit install
 .PHONY : checkinstall
 
+checklinks :
+	pre-commit run lychee --all-files
+.PHONY : checklinks
+
 checkupdate :
 	pre-commit autoupdate
 .PHONY : checkupdate

docs/api/flink/Function.md

@@ -2501,7 +2501,7 @@ LINESTRING(0 0, 1 0)
 ## ST_S2CellIDs
 
 Introduction: Cover the geometry with Google S2 Cells, return the corresponding cell IDs with the given level.
-The level indicates the [size of cells](https://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
+The level indicates the [size of cells](http://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
 the cells will be smaller, the coverage will be more accurate, but the result size will be exponentially increasing.
 
 Format: `ST_S2CellIDs(geom: Geometry, level: Integer)`

docs/api/snowflake/vector-data/Function.md

@@ -1953,7 +1953,7 @@ Result:
 ## ST_S2CellIDs
 
 Introduction: Cover the geometry with Google S2 Cells, return the corresponding cell IDs with the given level.
-The level indicates the [size of cells](https://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
+The level indicates the [size of cells](http://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
 the cells will be smaller, the coverage will be more accurate, but the result size will be exponentially increasing.
 
 Format: `ST_S2CellIDs(geom: geometry, level: Int)`

docs/api/sql/Function.md

@@ -2507,7 +2507,7 @@ LINESTRING (3 6, 2 4, 1 2, 0 0)
 ## ST_S2CellIDs
 
 Introduction: Cover the geometry with Google S2 Cells, return the corresponding cell IDs with the given level.
-The level indicates the [size of cells](https://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
+The level indicates the [size of cells](http://s2geometry.io/resources/s2cell_statistics.html). With a bigger level,
 the cells will be smaller, the coverage will be more accurate, but the result size will be exponentially increasing.
 
 Format: `ST_S2CellIDs(geom: Geometry, level: Integer)`

docs/download.md

@@ -19,21 +19,21 @@ Automatically generated binary JARs (per each Master branch commit): [GitHub Act
 | |                                    Download from ASF                                     |                                         Checksum                                          |                                      Signature                                      |
 |:-----------------:|:----------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------------:|:-----------------------------------------------------------------------------------:|
 |    Source code    | [src](https://www.apache.org/dyn/closer.lua/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz) | [sha512](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz.sha512) | [asc](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-src.tar.gz.asc) |
-|       Binary      | [bin](https://www.apache.org/dyn/closer.lua/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz) | [sha512](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.sha512) | [asc](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.asc)
+|       Binary      | [bin](https://www.apache.org/dyn/closer.lua/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz) | [sha512](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.sha512) | [asc](https://downloads.apache.org/sedona/1.5.1/apache-sedona-1.5.1-bin.tar.gz.asc) |
 
 ### 1.5.0
 
 | | Download from ASF | Checksum | Signature |
 |:-----------------:|:--------:|:--------:|:---------:|
 |    Source code    |    [src](https://www.apache.org/dyn/closer.lua/sedona/1.5.0/apache-sedona-1.5.0-src.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-src.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-src.tar.gz.asc)      |
-|       Binary      |    [bin](https://www.apache.org/dyn/closer.lua/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz.asc)
+|       Binary      |    [bin](https://www.apache.org/dyn/closer.lua/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.5.0/apache-sedona-1.5.0-bin.tar.gz.asc) |
 
 ### 1.4.1
 
 | | Download from ASF | Checksum | Signature |
 |:-----------------:|:--------:|:--------:|:---------:|
 |    Source code    |    [src](https://www.apache.org/dyn/closer.lua/sedona/1.4.1/apache-sedona-1.4.1-src.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-src.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-src.tar.gz.asc)      |
-|       Binary      |    [bin](https://www.apache.org/dyn/closer.lua/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz.asc)
+|       Binary      |    [bin](https://www.apache.org/dyn/closer.lua/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz)      |     [sha512](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz.sha512)     |     [asc](https://downloads.apache.org/sedona/1.4.1/apache-sedona-1.4.1-bin.tar.gz.asc) |
 
 ### Past releases
 

docs/setup/compile.md

@@ -161,22 +161,39 @@ mike serve
 
 ## pre-commit
 
-We run [pre-commit](https://pre-commit.com/) with GitHub Actions so installation on
-your local machine is currently optional.
+We run [pre-commit](https://pre-commit.com/) with GitHub Actions so installation on your local machine is currently
+optional.
 
-The pre-commit [configuration file](https://github.com/apache/sedona/blob/master/.pre-commit-config.yaml)
-is in the repository root. Before you can run the hooks, you need to have pre-commit installed.
+The pre-commit [configuration file](https://github.com/apache/sedona/blob/master/.pre-commit-config.yaml) is in the
+repository root. Before you can run the hooks, you need to have pre-commit installed.
 
-The hooks run when running `git commit`. Some of the hooks will auto fix the code after the hook fails
-whilst most will print error messages from the linters.
-
-If you want to test all hooks against all files and when you are adding a new hook
-you should always run:
+The hooks run when running `git commit` and also from the command line with `pre-commit`. Some of the hooks will auto
+fix the code after the hooks fail whilst most will print error messages from the linters. If a hook fails the overall
+commit will fail, and you will need to fix the issues or problems and `git add` and git commit again. On git commit
+the hooks will run mostly only against modified files so if you want to test all hooks against all files and when you
+are adding a new hook you should always run:
 
 `pre-commit run --all-files`
 
-Sometimes you might need to skip a hook to commit for example:
+We are also using pre-commit to check our links with [lychee](https://github.com/lycheeverse/lychee). The lychee hook
+is not self-contained and requires a local lychee installation.
+
+Sometimes you might need to skip a hook to commit because the hook is stopping you from committing or your computer
+might not have all the installation requirements for all the hooks. The `SKIP` variable is comma separated for two or
+more hooks:
+
+`SKIP=lychee git commit -m "foo"`
+
+The same applies when running pre-commit:
+
+`SKIP=lychee pre-commit run --all-files`
+
+If you just want to run one hook for example just run the `markdownlint` hook:
+
+`pre-commit run markdownlint --all-files`
 
-`SKIP=markdownlint git commit -m "foo"`
+We have a [Makefile](https://github.com/apache/sedona/blob/master/Makefile) in the repository root which has four
+pre-commit convenience commands. For example to run [Make](https://en.wikipedia.org/wiki/Make_(software)) to check the
+links with lychee run:
 
-We have a [Makefile](https://github.com/apache/sedona/blob/master/Makefile) in the repository root which has three pre-commit convenience commands.
+`make checklinks`

docs/tutorial/sql.md

@@ -26,7 +26,7 @@ SedonaSQL supports SQL/MM Part3 Spatial SQL Standard. It includes four kinds of
 	myDataFrame.createOrReplaceTempView("spatialDf")
 	```
 
-Detailed SedonaSQL APIs are available here: [SedonaSQL API](../api/sql/Overview.md). You can find example county data (i.e., `county_small.tsv`) in [Sedona GitHub repo](https://github.com/apache/sedona/tree/master/core/src/test/resources).
+Detailed SedonaSQL APIs are available here: [SedonaSQL API](../api/sql/Overview.md). You can find example county data (i.e., `county_small.tsv`) in [Sedona GitHub repo](https://github.com/apache/sedona/tree/master/spark/common/src/test/resources).
 
 ## Set up dependencies
 
@@ -578,7 +578,7 @@ Sedona provides `SedonaPyDeck` and `SedonaKepler` wrappers, both of which expose
 
 Spatial query results can be visualized in a Jupyter lab/notebook environment using SedonaPyDeck.
 
-SedonaPyDeck exposes APIs to create interactive map visualizations using [pydeck](https://pydeck.gl/index.html#) based on [deck.gl](https://deck.gl/)
+SedonaPyDeck exposes APIs to create interactive map visualizations using [pydeck](https://pydeck.gl/) based on [deck.gl](https://deck.gl/)
 
 !!!Note
 	To use SedonaPyDeck, install sedona with the `pydeck-map` extra: