Fix IndexStats returning attribute names instead of values

meilisearch/models/index.py

@@ -21,7 +21,7 @@ def __init__(self, doc: Dict[str, Any]) -> None:
 
     def __getattr__(self, attr: str) -> Any:
         if attr in self.__dict.keys():
-            return attr
+            return self.__dict[attr]
         raise AttributeError(f"{self.__class__.__name__} object has no attribute {attr}")
 
     def __iter__(self) -> Iterator:
@@ -62,3 +62,63 @@ class EmbedderDistribution(CamelBase):
 class LocalizedAttributes(CamelBase):
     attribute_patterns: List[str]
     locales: List[str]
+
+
+class OpenAiEmbedder(CamelBase):
+    source: str = "openAi"
+    url: Optional[str] = None
+    model: Optional[str] = None  # Defaults to text-embedding-3-small
+    dimensions: Optional[int] = None  # Uses the model default
+    api_key: Optional[str] = None  # Can be provided through a CLI option or environment variable
+    document_template: Optional[str] = None
+    document_template_max_bytes: Optional[int] = None  # Default to 400
+    distribution: Optional[EmbedderDistribution] = None
+    binary_quantized: Optional[bool] = None
+
+
+class HuggingFaceEmbedder(CamelBase):
+    source: str = "huggingFace"
+    model: Optional[str] = None  # Defaults to BAAI/bge-base-en-v1.5
+    revision: Optional[str] = None
+    document_template: Optional[str] = None
+    document_template_max_bytes: Optional[int] = None  # Default to 400
+    distribution: Optional[EmbedderDistribution] = None
+    binary_quantized: Optional[bool] = None
+
+
+class OllamaEmbedder(CamelBase):
+    source: str = "ollama"
+    url: Optional[str] = None
+    api_key: Optional[str] = None
+    model: str
+    document_template: Optional[str] = None
+    document_template_max_bytes: Optional[int] = None  # Default to 400
+    distribution: Optional[EmbedderDistribution] = None
+    binary_quantized: Optional[bool] = None
+
+
+class RestEmbedder(CamelBase):
+    source: str = "rest"
+    url: str
+    api_key: Optional[str]  # required for protected APIs
+    document_template: Optional[str] = None
+    document_template_max_bytes: Optional[int] = None  # Default to 400
+    request: Dict[str, Any]
+    response: Dict[str, Any]
+    distribution: Optional[EmbedderDistribution] = None
+    headers: Optional[Dict[str, Any]] = None
+    binary_quantized: Optional[bool] = None
+
+
+class UserProvidedEmbedder(CamelBase):
+    source: str = "userProvided"
+    dimensions: int
+    distribution: Optional[EmbedderDistribution] = None
+    binary_quantized: Optional[bool] = None
+
+
+class Embedders(CamelBase):
+    embedders: Dict[
+        str,
+        Union[OpenAiEmbedder, HuggingFaceEmbedder, OllamaEmbedder, RestEmbedder, UserProvidedEmbedder],
+    ]

tests/models/test_index.py

@@ -7,7 +7,7 @@
 
 def test_getattr():
     document = IndexStats({"field1": "test 1", "fiels2": "test 2"})
-    assert document.__getattr__("field1") == "field1"
+    assert document.__getattr__("field1") == "test 1"
 
 
 def test_getattr_not_found():