Change gdrive example to continously watch change in main.

examples/gdrive_text_embedding/main.py

@@ -51,21 +51,23 @@ def gdrive_text_embedding_flow(flow_builder: cocoindex.FlowBuilder, data_scope:
 
 @cocoindex.main_fn()
 def _run():
-    # Run queries in a loop to demonstrate the query capabilities.
-    while True:
-        try:
-            query = input("Enter search query (or Enter to quit): ")
-            if query == '':
+    # Use a `FlowLiveUpdater` to keep the flow data updated.
+    with cocoindex.FlowLiveUpdater(gdrive_text_embedding_flow):
+        # Run queries in a loop to demonstrate the query capabilities.
+        while True:
+            try:
+                query = input("Enter search query (or Enter to quit): ")
+                if query == '':
+                    break
+                results, _ = query_handler.search(query, 10)
+                print("\nSearch results:")
+                for result in results:
+                    print(f"[{result.score:.3f}] {result.data['filename']}")
+                    print(f"    {result.data['text']}")
+                    print("---")
+                print()
+            except KeyboardInterrupt:
                 break
-            results, _ = query_handler.search(query, 10)
-            print("\nSearch results:")
-            for result in results:
-                print(f"[{result.score:.3f}] {result.data['filename']}")
-                print(f"    {result.data['text']}")
-                print("---")
-            print()
-        except KeyboardInterrupt:
-            break
 
 if __name__ == "__main__":
     load_dotenv(override=True)

python/cocoindex/__init__.py

@@ -4,7 +4,7 @@
 from . import functions, query, sources, storages, cli
 from .flow import FlowBuilder, DataScope, DataSlice, Flow, flow_def
 from .flow import EvaluateAndDumpOptions, GeneratedField, SourceRefreshOptions
-from .flow import update_all_flows, FlowLiveUpdaterOptions
+from .flow import update_all_flows, FlowLiveUpdater, FlowLiveUpdaterOptions
 from .llm import LlmSpec, LlmApiType
 from .vector import VectorSimilarityMetric
 from .lib import *

python/cocoindex/flow.py

@@ -370,7 +370,7 @@ class FlowLiveUpdaterOptions:
     """
     Options for live updating a flow.
     """
-    live_mode: bool = False
+    live_mode: bool = True
     print_stats: bool = False
 
 class FlowLiveUpdater:
@@ -379,9 +379,16 @@ class FlowLiveUpdater:
     """
     _engine_live_updater: _engine.FlowLiveUpdater
 
-    def __init__(self, fl: Flow, options: FlowLiveUpdaterOptions):
+    def __init__(self, fl: Flow, options: FlowLiveUpdaterOptions | None = None):
         self._engine_live_updater = _engine.FlowLiveUpdater(
-            fl._lazy_engine_flow(), _dump_engine_object(options))
+            fl._lazy_engine_flow(), _dump_engine_object(options or FlowLiveUpdaterOptions()))
+
+    def __enter__(self) -> FlowLiveUpdater:
+        return self
+
+    def __exit__(self, exc_type, exc_value, traceback):
+        self.abort()
+        asyncio.run(self.wait())
 
     async def wait(self) -> None:
         """

src/execution/live_updater.rs

@@ -177,8 +177,14 @@ impl FlowLiveUpdater {
 
     pub async fn wait(&mut self) -> Result<()> {
         while let Some(result) = self.tasks.join_next().await {
-            if let Err(e) = (|| anyhow::Ok(result??))() {
-                error!("{:?}", e.context("Error in applying changes from a source"));
+            match result {
+                Err(e) if !e.is_cancelled() => {
+                    error!("{:?}", e);
+                }
+                Ok(Err(e)) => {
+                    error!("{:?}", e.context("Error in applying changes from a source"));
+                }
+                _ => {}
             }
         }
         Ok(())