use pandera instead of frictionless for table validation

fgcz · Nov 12, 2024 · 0d908bc · 0d908bc
1 parent 2651173
commit 0d908bc
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Showing 4 changed files with 14 additions and 16 deletions.
diff --git a/pyproject.toml b/pyproject.toml
@@ -44,7 +44,7 @@ dependencies = [
     "findmfpy",
     "kdepy>=1.1.8",
     "perlin-noise==1.13",
-    "frictionless",
+    "pandera[polars]",
     # TODO demote to optional again later, but necessary for pycharm right now
     "bfabric @ git+https://github.com/fgcz/bfabricPy.git@main",
     "app_runner @ git+https://github.com/fgcz/bfabricPy.git@main#egg=app_runner&subdirectory=app_runner",

diff --git a/src/depiction_targeted_preproc/panel/schema.py b/src/depiction_targeted_preproc/panel/schema.py
@@ -0,0 +1,13 @@
+import pandera.polars as pa
+
+
+class PanelMainSchema(pa.DataFrameModel):
+    label: str
+    mass: float = pa.Field(gt=0)
+    type: str = pa.Field(isin=["standard", "target"])
+
+
+class PanelVisualizeSchema(pa.DataFrameModel):
+    label: str
+    mass: float = pa.Field(gt=0)
+    tol: float = pa.Field(gt=0)
diff --git a/src/depiction_targeted_preproc/panel/schema/panel_main.resource.yaml b/src/depiction_targeted_preproc/panel/schema/panel_main.resource.yaml
diff --git a/src/depiction_targeted_preproc/panel/schema/panel_visualize.resource.yaml b/src/depiction_targeted_preproc/panel/schema/panel_visualize.resource.yaml