From b71ca2ea005e32bd7ef4e1a747a91fb7fd3452f6 Mon Sep 17 00:00:00 2001
From: brianreicher <reicher.b@northeastern.edu>
Date: Wed, 11 Oct 2023 10:42:58 -0400
Subject: [PATCH] Pineconde insertion sample

---
 tokenizer/src/pinecone_utils.rs | 90 ++++-----------------------------
 1 file changed, 11 insertions(+), 79 deletions(-)

diff --git a/tokenizer/src/pinecone_utils.rs b/tokenizer/src/pinecone_utils.rs
index 90168fe..0b50689 100644
--- a/tokenizer/src/pinecone_utils.rs
+++ b/tokenizer/src/pinecone_utils.rs
@@ -16,85 +16,17 @@ impl PinceoneDriver {
         PinceoneDriver { client, index }
     }
 
-    pub async fn flush_collection(&self, collection_name: &str) -> Result<(), pinenut::error::Error> {
-        let collection = self.client.collection(collection_name);
-        let result = collection.delete_many(Document::new()).await?;
-        println!("Deleted {} documents from {}", result.deleted_count, collection_name);
-        Ok(())
-    }
-
-    pub async fn remove_collection(&self, collection_name: &str) -> Result<(), pinenut::error::Error> {
-        let collection = self.client.database(&self.db_name).collection(collection_name);
-        collection.drop(None).await?;
-        println!("Dropped {} from {}", collection_name, self.db_name);
-        Ok(())
-    }
-
-    pub async fn create_collection(&self, collection_name: &str) -> Result<(), pinenut::error::Error> {
-        self.client.create_collection(collection_name, self.index).await?;
-        println!("Created collection {} in {}", collection_name, self.index);
-        Ok(())
-    }
-
-    pub async fn collection_size(&self, collection_name: &str) -> Result<i64, pinenut::error::Error> {
-        let collection = self.client.database(&self.db_name).collection(collection_name);
-        let count = collection.count_documents(Document::new(), None).await?;
-        Ok(count)
-    }
-
-    pub async fn insert_data(&self, collection_name: &str, json_file: &str, clear: bool) -> Result<(), pinenut::error::Error> {
-        let collection = self.client.database(&self.db_name).collection(collection_name);
-
-        if clear {
-            self.flush_collection(collection_name).await?;
+    pub async fn insert_data(&self,) -> Result<(), pinenut::error::Error> {
+        let vec: Vector = Vector{
+            id: "B".to_string(),
+            values: vec![0.5; 32],
+            sparse_values: None,
+            metadata: None
+        };
+    
+        match self.index.upsert(String::from("odle"), vec![vec]).await {
+            Ok(_) => assert!(true),
+            Err(err) => panic!("unable to upsert: {:?}", err)
         }
-
-        let file_contents = std::fs::read_to_string(json_file)?;
-        let data: Vec<Value> = from_str(&file_contents)?;
-
-        let mut documents = Vec::new();
-        for document in data {
-            if let Value::Object(map) = document {
-                let bson_doc = Document::try_from(map)?;
-                documents.push(bson_doc);
-            }
-        }
-
-        collection.insert_many(documents, None).await?;
-        println!("Inserted {} documents into {} in the {}", documents.len(), collection_name, self.db_name);
-        Ok(())
-    }
-
-    pub async fn search_query(&self, collection_name: &str, qu: Document, proj: Document, lim: i64, show: bool) -> Result<Vec<Document>, mongodb::error::Error> {
-        let collection = self.client.database(&self.db_name).collection(collection_name);
-        let cursor = collection.find(qu, None).projection(proj).limit(lim);
-        let mut result = Vec::new();
-
-        if show {
-            while let Some(doc) = cursor.next().await {
-                match doc {
-                    Ok(document) => {
-                        println!("{:?}", document);
-                        result.push(document);
-                    }
-                    Err(e) => {
-                        eprintln!("Error: {:?}", e);
-                    }
-                }
-            }
-        } else {
-            while let Some(doc) = cursor.next().await {
-                match doc {
-                    Ok(document) => {
-                        result.push(document);
-                    }
-                    Err(e) => {
-                        eprintln!("Error: {:?}", e);
-                    }
-                }
-            }
-        }
-
-        Ok(result)
     }
 }