From 769999517dd65cf66a55342d33ec2b526cb117cf Mon Sep 17 00:00:00 2001
From: dishaprakash <57954147+dishaprakash@users.noreply.github.com>
Date: Mon, 16 Dec 2024 23:30:58 +0000
Subject: [PATCH] chore(docs): Add multiple namespaces option in migration
 guide. (#290)

* fix: Add multiple namespaces option in migration guide.

* Changed layout

* Changed layout

* Minor fix

* Minor fix

* Minor fix

---------

Co-authored-by: Averi Kitsch <akitsch@google.com>
---
 .../migrate_vectorstore_to_alloydb.md         | 29 +++++++++++++++++++
 1 file changed, 29 insertions(+)

diff --git a/samples/migrations/migrate_vectorstore_to_alloydb.md b/samples/migrations/migrate_vectorstore_to_alloydb.md
index fdaca94f..d020b3db 100644
--- a/samples/migrations/migrate_vectorstore_to_alloydb.md
+++ b/samples/migrations/migrate_vectorstore_to_alloydb.md
@@ -80,6 +80,35 @@ The process of getting data from vector stores varies depending on the specific
             return ids, content, embeddings, metadatas
         ```
 
+   4. (Optional) Get all data from index from a specific namespace
+
+        ```python
+        def get_all_ids(namespace):
+            results = index.list_paginated(prefix="", namespace=namespace)
+            ids = [v.id for v in results.vectors]
+            while results.pagination is not None:
+                pagination_token = results.pagination.next
+                results = index.list_paginated(prefix="", pagination_token=pagination_token, namespace=namespace)
+                ids.extend([v.id for v in results.vectors])
+            return ids
+
+        def get_all_data(namespace):
+            all_data = index.fetch(ids=get_all_ids(index), namespace=namespace)
+            ids = []
+            embeddings = []
+            content = []
+            metadatas = []
+            for doc in all_data["vectors"].values():
+                ids.append(doc["id"])
+                embeddings.append(doc["values"])
+                content.append(doc["metadata"]["text"])
+                metadata = doc["metadata"]
+                del metadata["text"]
+                metadatas.append(metadata)
+            return ids, content, embeddings, metadatas
+        ```
+        To know more about working with multiple namespaces, see [docs](https://docs.pinecone.io/guides/indexes/use-namespaces).
+
 #### Weaviate
 
    1. Install any prerequisites using the [docs](https://weaviate.io/developers/weaviate/client-libraries/python#installation).