Python SDK exposes refresh_options for add_source.

examples/gdrive_text_embedding/main.py

@@ -1,6 +1,7 @@
 from dotenv import load_dotenv
 
 import cocoindex
+import datetime
 import os
 
 @cocoindex.flow_def(name="GoogleDriveTextEmbedding")
@@ -14,7 +15,9 @@ def gdrive_text_embedding_flow(flow_builder: cocoindex.FlowBuilder, data_scope:
     data_scope["documents"] = flow_builder.add_source(
         cocoindex.sources.GoogleDrive(
             service_account_credential_path=credential_path,
-            root_folder_ids=root_folder_ids))
+            root_folder_ids=root_folder_ids),
+        refresh_options=cocoindex.SourceRefreshOptions(
+            refresh_interval=datetime.timedelta(minutes=1)))
 
     doc_embeddings = data_scope.add_collector()
 

python/cocoindex/__init__.py

@@ -3,7 +3,7 @@
 """
 from . import flow, functions, query, sources, storages, cli
 from .flow import FlowBuilder, DataScope, DataSlice, Flow, flow_def
-from .flow import EvaluateAndDumpOptions, GeneratedField
+from .flow import EvaluateAndDumpOptions, GeneratedField, SourceRefreshOptions
 from .llm import LlmSpec, LlmApiType
 from .vector import VectorSimilarityMetric
 from .lib import *

python/cocoindex/flow.py

@@ -6,6 +6,7 @@
 
 import re
 import inspect
+import datetime
 from typing import Any, Callable, Sequence, TypeVar, get_origin
 from threading import Lock
 from enum import Enum
@@ -64,10 +65,17 @@ def _spec_kind(spec: Any) -> str:
 
 def _dump_engine_object(v: Any) -> Any:
     """Recursively dump an object for engine. Engine side uses `Pythonzized` to catch."""
-    if isinstance(v, type) or get_origin(v) is not None:
+    if v is None:
+        return None
+    elif isinstance(v, type) or get_origin(v) is not None:
         return encode_enriched_type(v)
     elif isinstance(v, Enum):
         return v.value
+    elif isinstance(v, datetime.timedelta):
+        total_secs = v.total_seconds()
+        secs = int(total_secs)
+        nanos = int((total_secs - secs) * 1e9)
+        return {'secs': secs, 'nanos': nanos}
     elif hasattr(v, '__dict__'):
         return {k: _dump_engine_object(v) for k, v in v.__dict__.items()}
     elif isinstance(v, (list, tuple)):
@@ -314,6 +322,13 @@ def get_data_slice(self, v: Any) -> _engine.DataSlice:
             return v._state.engine_data_slice
         return self.engine_flow_builder.constant(encode_enriched_type(type(v)), v)
 
+@dataclass
+class SourceRefreshOptions:
+    """
+    Options for refreshing a source.
+    """
+    refresh_interval: datetime.timedelta | None = None
+
 class FlowBuilder:
     """
     A flow builder is used to build a flow.
@@ -329,7 +344,10 @@ def __str__(self):
     def __repr__(self):
         return repr(self._state.engine_flow_builder)
 
-    def add_source(self, spec: op.SourceSpec, /, name: str | None = None) -> DataSlice:
+    def add_source(self, spec: op.SourceSpec, /, *,
+            name: str | None = None,
+            refresh_options: SourceRefreshOptions | None = None,
+        ) -> DataSlice:
         """
         Add a source to the flow.
         """
@@ -341,6 +359,7 @@ def add_source(self, spec: op.SourceSpec, /, name: str | None = None) -> DataSli
                 target_scope,
                 self._state.field_name_builder.build_name(
                     name, prefix=_to_snake_case(_spec_kind(spec))+'_'),
+                _dump_engine_object(refresh_options),
             ),
             name
         )