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tests/create_xenium_filtered_points.py

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -14,7 +14,6 @@ def create_xenium_filtered_points():
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zip_filepath = join(data_dir, "xenium_rep1_io.spatialdata.zarr.zip")
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spatialdata_filepath = join(data_dir, "xenium_rep1_io.spatialdata.zarr")
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if not isdir(spatialdata_filepath):
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if not isfile(zip_filepath):
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os.makedirs(data_dir, exist_ok=True)
@@ -37,13 +36,11 @@ def create_xenium_filtered_points():
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# 2. Define a function to take every 100th row from a partition
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def select_every_200th(partition):
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# Each 'partition' is a Pandas DataFrame
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# .iloc[::100] is the efficient pandas way to get every 100th row
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return partition.iloc[::200]
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# 3. Apply this function to every partition in the Dask DataFrame
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result = ddf.map_partitions(select_every_200th)
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@@ -53,3 +50,6 @@ def select_every_200th(partition):
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small_sdata = SpatialData(points={"transcripts": filtered_ddf})
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small_sdata.write("xenium_rep1_io.points_only.spatialdata.zarr", overwrite=True)
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# Uncomment to run.
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# create_xenium_filtered_points()

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