@@ -240,26 +240,26 @@ The appropriate Spark data types are mapped to the Qdrant payload based on the p
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241241## Options and Spark types
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243- | Option | Description | Column DataType | Required |
244- | :--------------------------- | :----------------------------------------------------------------------------------- | :-------------------------------- | :------- |
245- | ` qdrant_url ` | gRPC URL of the Qdrant instance. Eg: < http://localhost:6334 > | - | ✅ |
246- | ` collection_name ` | Name of the collection to write data into | - | ✅ |
247- | ` schema ` | JSON string of the dataframe schema | - | ✅ |
248- | ` embedding_field ` | Name of the column holding the embeddings (Deprecated - Use ` vector_fields ` instead) | ` ArrayType(FloatType) ` | ❌ |
249- | ` id_field ` | Name of the column holding the point IDs. Default: Random UUID | ` StringType ` or ` IntegerType ` | ❌ |
250- | ` batch_size ` | Max size of the upload batch. Default: 64 | - | ❌ |
251- | ` retries ` | Number of upload retries. Default: 3 | - | ❌ |
252- | ` api_key ` | Qdrant API key for authentication | - | ❌ |
253- | ` vector_name ` | Name of the vector in the collection. | - | ❌ |
254- | ` vector_fields ` | Comma-separated names of columns holding the vectors. | ` ArrayType(FloatType) ` | ❌ |
255- | ` vector_names ` | Comma-separated names of vectors in the collection. | - | ❌ |
256- | ` sparse_vector_index_fields ` | Comma-separated names of columns holding the sparse vector indices. | ` ArrayType(IntegerType) ` | ❌ |
257- | ` sparse_vector_value_fields ` | Comma-separated names of columns holding the sparse vector values. | ` ArrayType(FloatType) ` | ❌ |
258- | ` sparse_vector_names ` | Comma-separated names of the sparse vectors in the collection. | - | ❌ |
259- | ` multi_vector_fields ` | Comma-separated names of columns holding the multi-vector values. | ` ArrayType(ArrayType(FloatType)) ` | ❌ |
260- | ` multi_vector_names ` | Comma-separated names of the multi-vectors in the collection. | - | ❌ |
261- | ` shard_key_selector ` | Comma-separated names of custom shard keys to use during upsert. | - | ❌ |
262- | ` wait ` | Wait for each batch upsert to complete. ` true ` or ` false ` . Defaults to ` true ` . | - | ❌ |
243+ | Option | Description | Column DataType | Required |
244+ | :--------------------------- | :---------------------------------------------------------------------------------------------------- | :-------------------------------- | :------- |
245+ | ` qdrant_url ` | gRPC URL of the Qdrant instance. Eg: < http://localhost:6334 > | - | ✅ |
246+ | ` collection_name ` | Name of the collection to write data into | - | ✅ |
247+ | ` schema ` | JSON string of the dataframe schema | - | ✅ |
248+ | ` embedding_field ` | Name of the column with the embeddings (Deprecated - Use ` vector_fields ` instead) | ` ArrayType(FloatType) ` | ❌ |
249+ | ` id_field ` | Name of the column with the point IDs. Points with the same IDs are overwritten. Default: Random UUID | ` StringType ` or ` IntegerType ` | ❌ |
250+ | ` batch_size ` | Max size of the upload batch. Default: 64 | - | ❌ |
251+ | ` retries ` | Number of upload retries. Default: 3 | - | ❌ |
252+ | ` api_key ` | Qdrant API key for authentication | - | ❌ |
253+ | ` vector_name ` | Name of the vector in the collection. | - | ❌ |
254+ | ` vector_fields ` | Comma-separated names of columns holding the vectors. | ` ArrayType(FloatType) ` | ❌ |
255+ | ` vector_names ` | Comma-separated names of vectors in the collection. | - | ❌ |
256+ | ` sparse_vector_index_fields ` | Comma-separated names of columns holding the sparse vector indices. | ` ArrayType(IntegerType) ` | ❌ |
257+ | ` sparse_vector_value_fields ` | Comma-separated names of columns holding the sparse vector values. | ` ArrayType(FloatType) ` | ❌ |
258+ | ` sparse_vector_names ` | Comma-separated names of the sparse vectors in the collection. | - | ❌ |
259+ | ` multi_vector_fields ` | Comma-separated names of columns holding the multi-vector values. | ` ArrayType(ArrayType(FloatType)) ` | ❌ |
260+ | ` multi_vector_names ` | Comma-separated names of the multi-vectors in the collection. | - | ❌ |
261+ | ` shard_key_selector ` | Comma-separated names of custom shard keys to use during upsert. | - | ❌ |
262+ | ` wait ` | Wait for each batch upsert to complete. ` true ` or ` false ` . Defaults to ` true ` . | - | ❌ |
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264264## LICENSE
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