Python/fix/raster tests

.github/actions/python_build/action.yml

@@ -11,7 +11,7 @@ runs:
       shell: bash
       run: |
         cd python
-        pip install build wheel pyspark==${{ matrix.spark }}
+        pip install build wheel pyspark==${{ matrix.spark }} numpy==${{ matrix.numpy }}
         pip install .
     - name: Test and build python package
       shell: bash

.github/actions/scala_build/action.yml

@@ -12,18 +12,21 @@ runs:
           with:
             java-version: '8'
             distribution: 'zulu'
+        - name: Configure python interpreter
+          uses: actions/setup-python@v2
+          with:
+            python-version: ${{ matrix.python }}
+        - name: Add packaged GDAL dependencies
+          shell: bash
+          run : |
+            sudo apt-get update && sudo apt-get install -y unixodbc libcurl3-gnutls libsnappy-dev libopenjp2-7 
+            pip install databricks-mosaic-gdal==${{ matrix.gdal }}
+            sudo tar -xf /opt/hostedtoolcache/Python/${{ matrix.python }}/x64/lib/python3.9/site-packages/databricks-mosaic-gdal/resources/gdal-${{ matrix.gdal }}-filetree.tar.xz -C /
+            sudo tar -xhf /opt/hostedtoolcache/Python/${{ matrix.python }}/x64/lib/python3.9/site-packages/databricks-mosaic-gdal/resources/gdal-${{ matrix.gdal }}-symlinks.tar.xz -C /
         - name: Test and build the scala JAR - skip tests is false
           if: inputs.skip_tests == 'false'
           shell: bash
-          run: |
-            pip install databricks-mosaic-gdal==3.4.3
-            sudo tar -xf /home/runner/.local/lib/python3.8/site-packages/databricks-mosaic-gdal/resources/gdal-3.4.3-filetree.tar.xz -C /
-            sudo tar -xhf /home/runner/.local/lib/python3.8/site-packages/databricks-mosaic-gdal/resources/gdal-3.4.3-symlinks.tar.xz -C /
-            sudo add-apt-repository ppa:ubuntugis/ubuntugis-unstable
-            sudo apt clean && sudo apt -o Acquire::Retries=3 update --fix-missing -y
-            sudo apt-get -o Acquire::Retries=3 update -y
-            sudo apt-get -o Acquire::Retries=3 install -y gdal-bin=3.4.3+dfsg-1~focal0 libgdal-dev=3.4.3+dfsg-1~focal0 python3-gdal=3.4.3+dfsg-1~focal0
-            sudo mvn -q clean install
+          run: sudo mvn -q clean install
         - name: Build the scala JAR - skip tests is true
           if: inputs.skip_tests == 'true'
           shell: bash

.github/workflows/build_main.yml

@@ -2,10 +2,10 @@ name: build main
 on:
   push:
     branches-ignore:
-      - "R/*"
-      - "r/*"
-      - "python/*"
-      - "scala/*"
+      - "R/**"
+      - "r/**"
+      - "python/**"
+      - "scala/**"
   pull_request:
     branches:
       - "**"
@@ -16,8 +16,10 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     strategy:
       matrix:
-        python: [ 3.9 ]
-        spark: [ 3.2.1 ]
+        python: [ 3.9.5 ]
+        numpy: [ 1.21.5 ]
+        gdal: [ 3.4.3 ]
+        spark: [ 3.3.2 ]
         R: [ 4.1.2 ]
     steps:
       - name: checkout code

.github/workflows/build_python.yml

@@ -3,7 +3,7 @@ name: build_python
 on:
   push:
     branches:
-      - "python/*"
+      - "python/**"
 
 jobs:
   build:
@@ -12,8 +12,10 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     strategy:
       matrix:
-        python: [ 3.9 ]
-        spark: [ 3.2.1 ]
+        python: [ 3.9.5 ]
+        numpy: [ 1.21.5 ]
+        gdal: [ 3.4.3 ]
+        spark: [ 3.3.2 ]
         R: [ 4.1.2 ]
     steps:
       - name: checkout code

.github/workflows/build_r.yml

@@ -3,8 +3,8 @@ name: build_R
 on:
   push:
     branches:
-      - 'r/*'
-      - 'R/*'
+      - 'r/**'
+      - 'R/**'
 
 jobs:
   build:
@@ -13,8 +13,10 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     strategy:
       matrix:
-        python: [ 3.9 ]
-        spark: [ 3.2.1 ]
+        python: [ 3.9.5 ]
+        numpy: [ 1.21.5 ]
+        gdal: [ 3.4.3 ]
+        spark: [ 3.3.2 ]
         R: [ 4.1.2 ]
     steps:
       - name: checkout code

.github/workflows/build_scala.yml

@@ -2,7 +2,7 @@ name: build_scala
 on:
   push:
     branches:
-      - "scala/"
+      - "scala/**"
 
 jobs:
   build:
@@ -11,8 +11,10 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
     strategy:
       matrix:
-        python: [ 3.9 ]
-        spark: [ 3.2.1 ]
+        python: [ 3.9.5 ]
+        numpy: [ 1.21.5 ]
+        gdal: [ 3.4.3 ]
+        spark: [ 3.3.2 ]
         R: [ 4.1.2 ]
     steps:
       - name: checkout code

python/mosaic/api/aggregators.py

@@ -48,9 +48,7 @@ def st_intersection_aggregate(
     )
 
 
-def st_intersection_agg(
-        leftIndex: ColumnOrName, rightIndex: ColumnOrName
-) -> Column:
+def st_intersection_agg(leftIndex: ColumnOrName, rightIndex: ColumnOrName) -> Column:
     """
     Computes the intersection of all `leftIndex` : `rightIndex` pairs
     and unions these to produce a single geometry.
@@ -100,9 +98,7 @@ def st_intersects_aggregate(
     )
 
 
-def st_intersects_agg(
-        leftIndex: ColumnOrName, rightIndex: ColumnOrName
-) -> Column:
+def st_intersects_agg(leftIndex: ColumnOrName, rightIndex: ColumnOrName) -> Column:
     """
     Tests if any `leftIndex` : `rightIndex` pairs intersect.
 

python/mosaic/api/functions.py

@@ -18,7 +18,6 @@
     "st_convexhull",
     "st_buffer",
     "st_bufferloop",
-    "st_buffer_cap_style",
     "st_dump",
     "st_envelope",
     "st_srid",
@@ -208,33 +207,6 @@ def st_bufferloop(
     )
 
 
-def st_buffer_cap_style(geom: ColumnOrName, radius: ColumnOrName, cap_style: ColumnOrName) -> Column:
-    """
-    Compute the buffered geometry based on geom and radius.
-
-    Parameters
-    ----------
-    geom : Column
-        The input geometry
-    radius : Column
-        The radius of buffering
-    cap_style : Column
-        The cap style of the buffer
-
-    Returns
-    -------
-    Column
-        A geometry
-
-    """
-    return config.mosaic_context.invoke_function(
-        "st_buffer_cap_style",
-        pyspark_to_java_column(geom),
-        pyspark_to_java_column(radius),
-        pyspark_to_java_column(cap_style)
-    )
-
-
 def st_dump(geom: ColumnOrName) -> Column:
     """
     Explodes a multi-geometry into one row per constituent geometry.

python/mosaic/api/gdal.py

@@ -25,14 +25,11 @@ def setup_gdal(
     -------
 
     """
-    sc = spark.sparkContext
-    mosaicContextClass = getattr(
-        sc._jvm.com.databricks.labs.mosaic.functions, "MosaicContext"
+    mosaicGDALObject = getattr(
+        spark.sparkContext._jvm.com.databricks.labs.mosaic.gdal, "MosaicGDAL"
     )
-    mosaicGDALObject = getattr(sc._jvm.com.databricks.labs.mosaic.gdal, "MosaicGDAL")
     mosaicGDALObject.prepareEnvironment(spark._jsparkSession, init_script_path)
     print("GDAL setup complete.\n")
-    print(f"Shared objects (*.so) stored in: {shared_objects_path}.\n")
     print(f"Init script stored in: {init_script_path}.\n")
     print(
         "Please restart the cluster with the generated init script to complete the setup.\n"

python/mosaic/api/raster.py

@@ -13,29 +13,29 @@
     "rst_boundingbox",
     "rst_clip",
     "rst_combineavg",
-    "rst_fromfile",
     "rst_frombands",
+    "rst_fromfile",
     "rst_georeference",
-    "ret_getnodata",
+    "rst_getnodata",
     "rst_getsubdataset",
     "rst_height",
-    "rst_isempty",
     "rst_initnodata",
+    "rst_isempty",
     "rst_memsize",
-    "rst_metadata",
     "rst_merge",
-    "rst_numbands",
+    "rst_metadata",
     "rst_ndvi",
+    "rst_numbands",
     "rst_pixelheight",
     "rst_pixelwidth",
     "rst_rastertogridavg",
     "rst_rastertogridcount",
     "rst_rastertogridmax",
-    "rst_rastertogridmin",
     "rst_rastertogridmedian",
-    "rst_rastertoworldcoord",
+    "rst_rastertogridmin",
     "rst_rastertoworldcoordx",
     "rst_rastertoworldcoordy",
+    "rst_rastertoworldcoord",
     "rst_retile",
     "rst_rotation",
     "rst_scalex",
@@ -45,17 +45,17 @@
     "rst_skewy",
     "rst_srid",
     "rst_subdatasets",
-    "rst_summary",
     "rst_subdivide",
+    "rst_summary",
     "rst_tessellate",
     "rst_to_overlapping_tiles",
     "rst_tryopen",
     "rst_upperleftx",
     "rst_upperlefty",
     "rst_width",
-    "rst_worldtorastercoord",
     "rst_worldtorastercoordx",
     "rst_worldtorastercoordy",
+    "rst_worldtorastercoord",
 ]
 
 
@@ -172,7 +172,7 @@ def rst_georeference(raster: ColumnOrName) -> Column:
     )
 
 
-def ret_getnodata(raster: ColumnOrName) -> Column:
+def rst_getnodata(raster: ColumnOrName) -> Column:
     """
     Returns the nodata value of the band.
 
@@ -190,7 +190,7 @@ def ret_getnodata(raster: ColumnOrName) -> Column:
 
     """
     return config.mosaic_context.invoke_function(
-        "ret_getnodata", pyspark_to_java_column(raster)
+        "rst_getnodata", pyspark_to_java_column(raster)
     )
 
 
@@ -253,8 +253,7 @@ def rst_initnodata(raster: ColumnOrName) -> Column:
 
     """
     return config.mosaic_context.invoke_function(
-        "rst_initnodata",
-        pyspark_to_java_column(raster)
+        "rst_initnodata", pyspark_to_java_column(raster)
     )
 
 
@@ -897,13 +896,16 @@ def rst_fromfile(raster: ColumnOrName, sizeInMB: ColumnOrName) -> Column:
     """
 
     return config.mosaic_context.invoke_function(
-        "rst_fromfile",
-        pyspark_to_java_column(raster),
-        pyspark_to_java_column(sizeInMB)
+        "rst_fromfile", pyspark_to_java_column(raster), pyspark_to_java_column(sizeInMB)
     )
 
 
-def rst_to_overlapping_tiles(raster: ColumnOrName, width: ColumnOrName, height: ColumnOrName, overlap: ColumnOrName) -> Column:
+def rst_to_overlapping_tiles(
+    raster: ColumnOrName,
+    width: ColumnOrName,
+    height: ColumnOrName,
+    overlap: ColumnOrName,
+) -> Column:
     """
     Tiles the raster into tiles of the given size.
     :param raster:
@@ -916,7 +918,7 @@ def rst_to_overlapping_tiles(raster: ColumnOrName, width: ColumnOrName, height:
         pyspark_to_java_column(raster),
         pyspark_to_java_column(width),
         pyspark_to_java_column(height),
-        pyspark_to_java_column(overlap)
+        pyspark_to_java_column(overlap),
     )
 
 
@@ -1048,7 +1050,10 @@ def rst_worldtorastercoord(
 
     """
     return config.mosaic_context.invoke_function(
-        "rst_worldtorastercoord", pyspark_to_java_column(raster)
+        "rst_worldtorastercoord",
+        pyspark_to_java_column(raster),
+        pyspark_to_java_column(x),
+        pyspark_to_java_column(y),
     )
 
 
@@ -1074,7 +1079,10 @@ def rst_worldtorastercoordx(
 
     """
     return config.mosaic_context.invoke_function(
-        "rst_worldtorastercoordx", pyspark_to_java_column(raster)
+        "rst_worldtorastercoordx",
+        pyspark_to_java_column(raster),
+        pyspark_to_java_column(x),
+        pyspark_to_java_column(y),
     )
 
 
@@ -1100,5 +1108,8 @@ def rst_worldtorastercoordy(
 
     """
     return config.mosaic_context.invoke_function(
-        "rst_worldtorastercoordy", pyspark_to_java_column(raster)
+        "rst_worldtorastercoordy",
+        pyspark_to_java_column(raster),
+        pyspark_to_java_column(x),
+        pyspark_to_java_column(y),
     )

python/mosaic/config/config.py

@@ -10,3 +10,4 @@
 display_handler: DisplayHandler
 ipython_hook: InteractiveShell
 notebook_utils = None
+default_gdal_init_script_path: str = "/dbfs/FileStore/geospatial/mosaic/gdal/"

python/mosaic/core/mosaic_context.py

@@ -51,9 +51,7 @@ def __init__(self, spark: SparkSession):
         IndexSystem = self._indexSystemFactory.getIndexSystem(self._index_system)
         GeometryAPIClass = getattr(self._mosaicPackageObject, self._geometry_api)
 
-        self._context = self._mosaicContextClass.build(
-            IndexSystem, GeometryAPIClass()
-        )
+        self._context = self._mosaicContextClass.build(IndexSystem, GeometryAPIClass())
 
     def invoke_function(self, name: str, *args: Any) -> MosaicColumn:
         func = getattr(self._context.functions(), name)

python/setup.cfg

@@ -17,10 +17,14 @@ classifiers =
 [options]
 packages = find:
 python_requires = >=3.7.0
+setup_requires =
+    pyspark==3.3.2
+    ipython>=7.22.0
+
 install_requires =
     keplergl==0.3.2
     h3==3.7.3
-    ipython>=7.22.0
+    gdal[numpy]==3.4.3
 
 [options.package_data]
 mosaic =