Update docs and labels api

pyproject.toml

@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "rushdb"
-version = "1.2.0"
+version = "1.4.0"
 description = "RushDB Python SDK"
 authors = ["RushDB Team <hi@rushdb.com>"]
 license = "Apache-2.0"

src/rushdb/api/labels.py

@@ -7,14 +7,76 @@
 
 
 class LabelsAPI(BaseAPI):
-    """API for managing labels in RushDB."""
+    """API client for managing labels in RushDB.
 
-    def list(
+    The LabelsAPI provides functionality for discovering and working with record labels
+    in the database. Labels are used to categorize and type records, similar to table
+    names in relational databases or document types in NoSQL databases.
+
+    This class handles:
+    - Label discovery and listing
+    - Label searching and filtering
+    - Transaction support for operations
+
+    Labels help organize and categorize records, making it easier to query and
+    understand the structure of data within the database.
+
+    Attributes:
+        client: The underlying RushDB client instance for making HTTP requests.
+
+    Example:
+        >>> from rushdb import RushDB
+        >>> client = RushDB(api_key="your_api_key")
+        >>> labels_api = client.labels
+        >>>
+        >>> # Get all labels in the database
+        >>> all_labels = labels_api.find()
+        >>> print("Available labels:", all_labels)
+        >>>
+        >>> # Search for specific labels
+        >>> from rushdb.models.search_query import SearchQuery
+        >>> query = SearchQuery(where={"name":{"$contains": "alice"}})
+        >>> user_labels = labels_api.find(query)
+    """
+
+    def find(
         self,
         search_query: Optional[SearchQuery] = None,
         transaction: Optional[Transaction] = None,
     ) -> List[str]:
-        """List all labels."""
+        """Search for and retrieve labels matching the specified criteria.
+
+        Discovers labels (record types) that exist in the database and can optionally
+        filter them based on search criteria. Labels represent the different types
+        or categories of records stored in the database.
+
+        Args:
+            search_query (Optional[SearchQuery], optional): The search criteria to filter labels.
+                If None, returns all labels in the database. Can include filters for
+                label names, patterns, or other metadata. Defaults to None.
+            transaction (Optional[Transaction], optional): Transaction context for the operation.
+                If provided, the operation will be part of the transaction. Defaults to None.
+
+        Returns:
+            List[str]: List of label names (strings) matching the search criteria.
+                Each string represents a unique label/type used in the database.
+
+        Raises:
+            RequestError: If the server request fails.
+
+        Example:
+            >>> from rushdb.models.search_query import SearchQuery
+            >>> labels_api = LabelsAPI(client)
+            >>>
+            >>> # Get all labels
+            >>> all_labels = labels_api.find()
+            >>> print("Database contains these record types:", all_labels)
+            >>>
+            >>> # Search for labels amongst records matching a pattern
+            >>> query = SearchQuery(where={"name":{"$contains": "alice"}})
+            >>> user_labels = labels_api.find(query)
+            >>> print("User-related labels:", user_labels)
+        """
         headers = Transaction._build_transaction_header(transaction)
 
         return self.client._make_request(

src/rushdb/api/properties.py

@@ -8,20 +8,84 @@
 
 
 class PropertyValuesQuery(SearchQuery, total=False):
-    """Extended SearchQuery for property values endpoint with text search support."""
+    """Extended SearchQuery for property values endpoint with text search support.
+
+    This class extends the base SearchQuery to include additional search capabilities
+    specifically for querying property values, including text-based search functionality.
+
+    Attributes:
+        query (Optional[str]): Text search string to filter property values.
+            When provided, performs a text-based search among the property values.
+    """
 
     query: Optional[str]  # For text search among values
 
 
 class PropertiesAPI(BaseAPI):
-    """API for managing properties in RushDB."""
+    """API client for managing properties in RushDB.
+
+    The PropertiesAPI provides functionality for working with database properties,
+    including searching for properties, retrieving individual properties by ID,
+    deleting properties, and querying property values. Properties represent
+    metadata about the structure and characteristics of data in the database.
+
+    This class handles:
+    - Property discovery and searching
+    - Individual property retrieval
+    - Property deletion
+    - Property values querying with text search capabilities
+    - Transaction support for all operations
+
+    Attributes:
+        client: The underlying RushDB client instance for making HTTP requests.
+
+    Example:
+        >>> from rushdb import RushDB
+        >>> client = RushDB(api_key="your_api_key")
+        >>> properties_api = client.properties
+        >>>
+        >>> # Find all properties
+        >>> properties = properties_api.find()
+        >>>
+        >>> # Get a specific property
+        >>> property_obj = properties_api.find_by_id("property_123")
+    """
 
     def find(
         self,
         search_query: Optional[SearchQuery] = None,
         transaction: Optional[Transaction] = None,
     ) -> List[Property]:
-        """List all properties."""
+        """Search for and retrieve properties matching the specified criteria.
+
+        Searches the database for properties that match the provided search query.
+        Properties represent metadata about the database structure and can be
+        filtered using various search criteria.
+
+        Args:
+            search_query (Optional[SearchQuery], optional): The search criteria to filter properties.
+                If None, returns all properties. Can include filters for property names,
+                types, or other metadata. Defaults to None.
+            transaction (Optional[Transaction], optional): Transaction context for the operation.
+                If provided, the operation will be part of the transaction. Defaults to None.
+
+        Returns:
+            List[Property]: List of Property objects matching the search criteria.
+
+        Raises:
+            RequestError: If the server request fails.
+
+        Example:
+            >>> from rushdb.models.search_query import SearchQuery
+            >>> properties_api = PropertiesAPI(client)
+            >>>
+            >>> # Find all properties
+            >>> all_properties = properties_api.find()
+            >>>
+            >>> # Find properties with specific criteria
+            >>> query = SearchQuery(where={"age":{"$gte": 30}})
+            >>> string_properties = properties_api.find(query)
+        """
         headers = Transaction._build_transaction_header(transaction)
 
         return self.client._make_request(
@@ -34,7 +98,29 @@ def find(
     def find_by_id(
         self, property_id: str, transaction: Optional[Transaction] = None
     ) -> Property:
-        """Get a property by ID."""
+        """Retrieve a specific property by its unique identifier.
+
+        Fetches a single property from the database using its unique ID.
+        This method is useful when you know the exact property you want to retrieve.
+
+        Args:
+            property_id (str): The unique identifier of the property to retrieve.
+            transaction (Optional[Transaction], optional): Transaction context for the operation.
+                If provided, the operation will be part of the transaction. Defaults to None.
+
+        Returns:
+            Property: The Property object with the specified ID.
+
+        Raises:
+            ValueError: If the property_id is invalid or empty.
+            NotFoundError: If no property exists with the specified ID.
+            RequestError: If the server request fails.
+
+        Example:
+            >>> properties_api = PropertiesAPI(client)
+            >>> property_obj = properties_api.find_by_id("prop_123")
+            >>> print(property_obj.name)
+        """
         headers = Transaction._build_transaction_header(transaction)
 
         return self.client._make_request(
@@ -44,7 +130,33 @@ def find_by_id(
     def delete(
         self, property_id: str, transaction: Optional[Transaction] = None
     ) -> None:
-        """Delete a property."""
+        """Delete a property from the database.
+
+        Permanently removes a property and all its associated metadata from the database.
+        This operation cannot be undone, so use with caution.
+
+        Args:
+            property_id (str): The unique identifier of the property to delete.
+            transaction (Optional[Transaction], optional): Transaction context for the operation.
+                If provided, the operation will be part of the transaction. Defaults to None.
+
+        Returns:
+            None: This method does not return a value.
+
+        Raises:
+            ValueError: If the property_id is invalid or empty.
+            NotFoundError: If no property exists with the specified ID.
+            RequestError: If the server request fails.
+
+        Warning:
+            This operation permanently deletes the property and cannot be undone.
+            Ensure you have proper backups and confirmation before deleting properties.
+
+        Example:
+            >>> properties_api = PropertiesAPI(client)
+            >>> properties_api.delete("prop_123")
+            >>> # Property is now permanently deleted
+        """
         headers = Transaction._build_transaction_header(transaction)
 
         return self.client._make_request(
@@ -57,7 +169,42 @@ def values(
         search_query: Optional[PropertyValuesQuery] = None,
         transaction: Optional[Transaction] = None,
     ) -> PropertyValuesData:
-        """Get values data for a property."""
+        """Retrieve and search values data for a specific property.
+
+        Gets statistical and analytical data about the values stored in a particular property,
+        including value distributions, counts, and other metadata. Supports text-based
+        searching within the property values.
+
+        Args:
+            property_id (str): The unique identifier of the property to analyze.
+            search_query (Optional[PropertyValuesQuery], optional): Extended search query
+                that supports text search among property values. Can include:
+                - Standard SearchQuery filters
+                - query (str): Text search string to filter values
+                Defaults to None.
+            transaction (Optional[Transaction], optional): Transaction context for the operation.
+                If provided, the operation will be part of the transaction. Defaults to None.
+
+        Returns:
+            PropertyValuesData: Object containing statistical and analytical data about
+                the property's values, including distributions, counts, and value samples.
+
+        Raises:
+            ValueError: If the property_id is invalid or empty.
+            NotFoundError: If no property exists with the specified ID.
+            RequestError: If the server request fails.
+
+        Example:
+            >>> properties_api = PropertiesAPI(client)
+            >>>
+            >>> # Get all values data for a property
+            >>> values_data = properties_api.values("prop_123")
+            >>> print(f"Total values: {values_data.total}")
+            >>>
+            >>> # Search for specific values
+            >>> query = PropertyValuesQuery(query="search_text")
+            >>> filtered_values = properties_api.values("prop_123", query)
+        """
         headers = Transaction._build_transaction_header(transaction)
 
         return self.client._make_request(