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Add cell matching schemas and CellTypeReferenceUser #98
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,85 @@ | ||
| import marshmallow as mm | ||
| from emannotationschemas.schemas.base import ( | ||
| AnnotationSchema, | ||
| BoundSpatialPoint, | ||
| NumericField, | ||
| ReferenceAnnotation, | ||
| ) | ||
|
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|
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| class CellMatch(AnnotationSchema): | ||
| """Schema for matching cells between datasets""" | ||
|
|
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| pt = mm.fields.Nested( | ||
| BoundSpatialPoint, | ||
| required=True, | ||
| description="Source cell identity (pt_root_id, pt_supervoxel_id, pt_position)", | ||
| ) | ||
| query_root_id = NumericField( | ||
| required=True, | ||
| description="Static root ID used for score calculation", | ||
| ) | ||
| match_id = mm.fields.Str( | ||
| required=True, | ||
| description="Unique identifier for cell from another dataset", | ||
| index=True, | ||
| ) | ||
| score = mm.fields.Float( | ||
| required=True, | ||
| description="Normalised NBLAST similarity score [for CAVE schema, could be any numeric score]", | ||
| ) | ||
| validation = mm.fields.Bool( | ||
| required=False, | ||
| default=False, | ||
| description="False if not separately validated, True if separately validated", | ||
| ) | ||
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|
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| class CellSimilarity(AnnotationSchema): | ||
| """Schema for cell similarity scoring between two cells""" | ||
|
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||
| pt = mm.fields.Nested( | ||
| BoundSpatialPoint, | ||
| required=True, | ||
| description="Query cell identity (pt_root_id, pt_supervoxel_id, pt_position)", | ||
| ) | ||
| match_pt = mm.fields.Nested( | ||
| BoundSpatialPoint, | ||
| required=True, | ||
| description="Target cell identity (match_root_id, match_supervoxel_id, match_position)", | ||
| ) | ||
| query_root_id = NumericField( | ||
| required=True, | ||
| description="Static root ID for query cell at time of score calculation", | ||
| ) | ||
| match_root_id = NumericField( | ||
| required=True, | ||
| description="Static root ID for target cell at time of score calculation", | ||
| ) | ||
| score = mm.fields.Float( | ||
| required=True, | ||
| description="Numeric similarity score between the two cells", | ||
| ) | ||
|
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|
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| class CellMatchReference(ReferenceAnnotation): | ||
| """Reference annotation version of CellMatch schema""" | ||
|
|
||
| query_root_id = NumericField( | ||
| required=True, | ||
| description="Static root ID used for score calculation", | ||
| ) | ||
| match_id = mm.fields.Str( | ||
| required=True, | ||
| description="Unique identifier for cell from another dataset", | ||
| index=True, | ||
| ) | ||
| score = mm.fields.Float( | ||
| required=True, | ||
| description="Normalized NBLAST similarity score [for CAVE schema, could be any numeric score]", | ||
| ) | ||
| validation = mm.fields.Bool( | ||
| required=False, | ||
| default=False, | ||
| description="False if not validated by a human, True if validated by a human", | ||
| ) | ||
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