| 18 | |
| 19 | |
| 20 | def convert_to_cpp_doc(doc: Doc, collection_schema: CollectionSchema) -> _Doc: |
| 21 | if not doc or not collection_schema: |
| 22 | return None |
| 23 | |
| 24 | _doc = _Doc() |
| 25 | |
| 26 | # set pk |
| 27 | _doc.set_pk(doc.id) |
| 28 | |
| 29 | # set scalar fields |
| 30 | for k, v in doc.fields.items(): |
| 31 | field_schema = collection_schema.field(k) |
| 32 | if not field_schema: |
| 33 | raise ValueError( |
| 34 | f"schema validate failed: {k} not found in collection schema" |
| 35 | ) |
| 36 | _doc.set_any(k, field_schema._get_object(), v) |
| 37 | |
| 38 | # set vector fields |
| 39 | for k, v in doc.vectors.items(): |
| 40 | vector_schema = collection_schema.vector(k) |
| 41 | if not vector_schema: |
| 42 | raise ValueError( |
| 43 | f"schema validate failed: {k} not found in collection schema" |
| 44 | ) |
| 45 | _doc.set_any(k, vector_schema._get_object(), v) |
| 46 | return _doc |
| 47 | |
| 48 | |
| 49 | def convert_to_py_doc(doc: _Doc, collection_schema: CollectionSchema) -> Doc: |