feat: Update docs for Astra DB v2 connector updates

api-reference/ingest/source-connectors/astradb.mdx

@@ -15,12 +15,11 @@ import SharedAPIKeyURL from '/snippets/general-shared-text/api-key-url.mdx';
 Now call the Unstructured CLI or Python SDK. The destination connector can be any of the ones supported. This example uses the local destination connector:
 
 import AstraDBAPISh from '/snippets/source_connectors/astradb.sh.mdx';
+import AstraDBAPIPyV2 from '/snippets/source_connectors/astradb.v2.py.mdx';
 import AstraDBAPIPyV1 from '/snippets/source_connectors/astradb.v1.py.mdx';
 
 <CodeGroup>
-
   <AstraDBAPISh />
-
+  <AstraDBAPIPyV2 />
   <AstraDBAPIPyV1 />
-
 </CodeGroup>

open-source/ingest/source-connectors/astradb.mdx

@@ -15,14 +15,13 @@ Now call the Unstructured CLI or Python. The destination connector can be any of
 This example sends data to Unstructured API services for processing by default. To process data locally instead, see the instructions at the end of this page.
 
 import AstraDBSh from '/snippets/source_connectors/astradb.sh.mdx';
+import AstraDBPyV2 from '/snippets/source_connectors/astradb.v2.py.mdx';
 import AstraDBPyV1 from '/snippets/source_connectors/astradb.v1.py.mdx';
 
 <CodeGroup>
-
   <AstraDBSh />
-
+  <AstraDBPyV2 />
   <AstraDBPyV1 />
-
 </CodeGroup>
 
 import SharedPartitionByAPIOSS from '/snippets/ingest-configuration-shared/partition-by-api-oss.mdx';

snippets/destination_connectors/astradb.sh.mdx

@@ -17,7 +17,7 @@ unstructured-ingest \
   astradb \
     --api-endpoint $ASTRA_DB_API_ENDPOINT \
     --token $ASTRA_DB_APPLICATION_TOKEN \
-    --namespace $ASTRA_DB_NAMESPACE \
+    --keyspace $ASTRA_DB_KEYSPACE \
     --collection-name $ASTRA_DB_COLLECTION \
     --embedding-dimension $ASTRA_DB_EMBEDDING_DIMENSIONS
 ```

snippets/destination_connectors/astradb.v1.py.mdx

@@ -28,7 +28,7 @@ def get_writer() -> Writer:
                 api_endpoint=os.getenv("ASTRA_DB_API_ENDPOINT"),
                 token=os.getenv("ASTRA_DB_APPLICATION_TOKEN"),
             ),
-            namespace=os.getenv("ASTRA_DB_NAMESPACE"),
+            keyspace=os.getenv("ASTRA_DB_KEYSPACE"),
             collection_name=os.getenv("ASTRA_DB_COLLECTION"),
             embedding_dimension=os.getenv("ASTRA_DB_EMBEDDING_DIMENSIONS"),
         ),

snippets/destination_connectors/astradb.v2.py.mdx

@@ -48,7 +48,7 @@ if __name__ == "__main__":
         ),
         stager_config=AstraDBUploadStagerConfig(),
         uploader_config=AstraDBUploaderConfig(
-            namespace=os.getenv("ASTRA_DB_NAMESPACE"),
+            keyspace=os.getenv("ASTRA_DB_KEYSPACE"),
             collection_name=os.getenv("ASTRA_DB_COLLECTION"),
             embedding_dimension=os.getenv("ASTRA_DB_EMBEDDING_DIMENSIONS")
         )

snippets/general-shared-text/astradb-cli-api.mdx

@@ -12,6 +12,6 @@ These environment variables:
 
 - `ASTRA_DB_API_ENDPOINT` - The API endpoint for the Astra DB database, represented by `--api-endpoint` (CLI) or `api_endpoint` (Python). To get the endpoint, see the **Database Details > API Endpoint** value on your database's **Overview** tab.
 - `ASTRA_DB_APPLICATION_TOKEN` - The database application token value for the database, represented by `--token` (CLI) or `token` (Python). To get the token, see the **Database Details > Application Tokens** box on your database's **Overview** tab.
-- `ASTRA_DB_NAMESPACE` - The name of the namespace for the database, represented by `--namespace` (CLI) or `namespace` (Python).
-- `ASTRA_DB_COLLECTION` - The name of the collection for the namespace, represented by `--collection-name` (CLI) or `collection_name` (Python). 
+- `ASTRA_DB_KEYSPACE` - The name of the keyspace for the database, represented by `--keyspace` (CLI) or `keyspace` (Python).
+- `ASTRA_DB_COLLECTION` - The name of the collection for the keyspace, represented by `--collection-name` (CLI) or `collection_name` (Python). 
 - `ASTRA_DB_EMBEDDING_DIMENSIONS` - The number of dimensions in the collection, represented by `--embedding-dimension` (CLI) or `embedding_dimension` (Python).

snippets/source_connectors/astradb.sh.mdx

@@ -5,7 +5,7 @@ unstructured-ingest \
   astradb \
     --api-endpoint $ASTRA_DB_API_ENDPOINT \
     --token $ASTRA_DB_APPLICATION_TOKEN \
-    --namespace $ASTRA_DB_NAMESPACE \
+    --keyspace $ASTRA_DB_KEYSPACE \
     --collection-name $ASTRA_DB_COLLECTION \
     --download-dir $LOCAL_FILE_DOWNLOAD_DIR \
     --partition-by-api \

snippets/source_connectors/astradb.v1.py.mdx

@@ -29,7 +29,7 @@ if __name__ == "__main__":
                 token=os.getenv("ASTRA_DB_APPLICATION_TOKEN"),
                 api_endpoint=os.getenv("ASTRA_DB_API_ENDPOINT")
             ),
-            namespace=os.getenv("ASTRA_DB_NAMESPACE"),
+            keyspace=os.getenv("ASTRA_DB_KEYSPACE"),
             collection_name=os.getenv("ASTRA_DB_COLLECTION")
         )
     ).run()

snippets/source_connectors/astradb.v2.py.mdx

@@ -0,0 +1,41 @@
+```python Python Ingest v2
+import os
+
+from unstructured_ingest.v2.pipeline.pipeline import Pipeline
+from unstructured_ingest.v2.interfaces import ProcessorConfig
+from unstructured_ingest.v2.processes.connectors.astradb import (
+    AstraDBAccessConfig,
+    AstraDBConnectionConfig,
+    AstraDBDownloaderConfig,
+    AstraDBIndexerConfig,
+)
+from unstructured_ingest.v2.processes.partitioner import PartitionerConfig
+from unstructured_ingest.v2.processes.connectors.local import LocalUploaderConfig
+
+# Chunking and embedding are optional.
+
+if __name__ == "__main__":
+    Pipeline.from_configs(
+        context=ProcessorConfig(),
+        indexer_config=AstraDBIndexerConfig(
+            collection_name=os.getenv("ASTRA_DB_COLLECTION"),
+            keyspace=os.getenv("ASTRA_DB_KEYSPACE"),           
+        ),
+        downloader_config=AstraDBDownloaderConfig(
+            collection_name=os.getenv("ASTRA_DB_COLLECTION"),
+            keyspace=os.getenv("ASTRA_DB_KEYSPACE"),
+        ),
+        source_connection_config=AstraDBConnectionConfig(
+            access_config=AstraDBAccessConfig(
+                token=os.getenv("ASTRA_DB_APPLICATION_TOKEN"),
+                api_endpoint=os.getenv("ASTRA_DB_API_ENDPOINT"),
+            ),
+        ),
+        partitioner_config=PartitionerConfig(
+            partition_by_api=True,
+            partition_endpoint=os.getenv("UNSTRUCTURED_API_URL"),
+            api_key=os.getenv("UNSTRUCTURED_API_KEY"),
+        ),
+        uploader_config=LocalUploaderConfig(output_dir=os.getenv("LOCAL_FILE_OUTPUT_DIR")),
+    ).run()
+```