@@ -114,7 +114,7 @@ class BigQueryAgentAnalyticsPlugin(BasePlugin):
114114 def __init__ (
115115 self ,
116116 project_id : str ,
117- dataset_id : str = "adk_agent_logs" ,
117+ dataset_id : str ,
118118 table_id : str = "agent_events" ,
119119 ** kwargs ,
120120 ):
@@ -141,7 +141,7 @@ def _ensure_initialized_sync(self):
141141 scopes = ["https://www.googleapis.com/auth/bigquery" ]
142142 )
143143 client_info = google .api_core .client_info .ClientInfo (
144- user_agent = f"google-adk-plugin /{ version .__version__ } "
144+ user_agent = f"google-adk-bq-logger /{ version .__version__ } "
145145 )
146146 self ._bq_client = bigquery .Client (
147147 project = self ._project_id ,
@@ -157,7 +157,6 @@ def _ensure_initialized_sync(self):
157157 table_ref = dataset_ref .table (self ._table_id )
158158 # Schema without separate token columns
159159 schema = [
160- bigquery .SchemaField ("dataset_id" , "STRING" ),
161160 bigquery .SchemaField ("timestamp" , "TIMESTAMP" ),
162161 bigquery .SchemaField ("event_type" , "STRING" ),
163162 bigquery .SchemaField ("agent" , "STRING" ),
@@ -189,7 +188,6 @@ def _sync_log():
189188 self ._table_id
190189 )
191190 default_row = {
192- "dataset_id" : None ,
193191 "timestamp" : datetime .now (timezone .utc ).isoformat (),
194192 "event_type" : None ,
195193 "agent" : None ,
@@ -226,7 +224,6 @@ async def on_user_message_callback(
226224 ) -> Optional [types .Content ]:
227225 """Log user message and invocation start."""
228226 event_dict = {
229- "dataset_id" : self ._dataset_id ,
230227 "timestamp" : datetime .now (timezone .utc ).isoformat (),
231228 "event_type" : "USER_MESSAGE_RECEIVED" ,
232229 "agent" : invocation_context .agent .name ,
@@ -243,7 +240,6 @@ async def before_run_callback(
243240 ) -> Optional [types .Content ]:
244241 """Log invocation start."""
245242 event_dict = {
246- "dataset_id" : self ._dataset_id ,
247243 "timestamp" : datetime .now (timezone .utc ).isoformat (),
248244 "event_type" : "INVOCATION_STARTING" ,
249245 "agent" : invocation_context .agent .name ,
@@ -259,7 +255,6 @@ async def on_event_callback(
259255 ) -> Optional [Event ]:
260256 """Logs event data to BigQuery."""
261257 event_dict = {
262- "dataset_id" : self ._dataset_id ,
263258 "timestamp" : datetime .fromtimestamp (
264259 event .timestamp , timezone .utc
265260 ).isoformat (),
@@ -285,7 +280,6 @@ async def after_run_callback(
285280 ) -> Optional [None ]:
286281 """Log invocation completion."""
287282 event_dict = {
288- "dataset_id" : self ._dataset_id ,
289283 "timestamp" : datetime .now (timezone .utc ).isoformat (),
290284 "event_type" : "INVOCATION_COMPLETED" ,
291285 "agent" : invocation_context .agent .name ,
@@ -301,7 +295,6 @@ async def before_agent_callback(
301295 ) -> Optional [types .Content ]:
302296 """Log agent execution start."""
303297 event_dict = {
304- "dataset_id" : self ._dataset_id ,
305298 "timestamp" : datetime .now (timezone .utc ).isoformat (),
306299 "event_type" : "AGENT_STARTING" ,
307300 "agent" : agent .name ,
@@ -318,7 +311,6 @@ async def after_agent_callback(
318311 ) -> Optional [types .Content ]:
319312 """Log agent execution completion."""
320313 event_dict = {
321- "dataset_id" : self ._dataset_id ,
322314 "timestamp" : datetime .now (timezone .utc ).isoformat (),
323315 "event_type" : "AGENT_COMPLETED" ,
324316 "agent" : agent .name ,
@@ -386,7 +378,6 @@ async def before_model_callback(
386378 final_content = " | " .join (content_parts )
387379
388380 event_dict = {
389- "dataset_id" : self ._dataset_id ,
390381 "timestamp" : datetime .now (timezone .utc ).isoformat (),
391382 "event_type" : "LLM_REQUEST" ,
392383 "agent" : callback_context .agent_name ,
@@ -444,7 +435,6 @@ async def after_model_callback(
444435 final_content = " | " .join (content_parts )
445436
446437 event_dict = {
447- "dataset_id" : self ._dataset_id ,
448438 "timestamp" : datetime .now (timezone .utc ).isoformat (),
449439 "event_type" : "LLM_RESPONSE" ,
450440 "agent" : callback_context .agent_name ,
@@ -468,7 +458,6 @@ async def before_tool_callback(
468458 ) -> Optional [None ]:
469459 """Log tool execution start."""
470460 event_dict = {
471- "dataset_id" : self ._dataset_id ,
472461 "timestamp" : datetime .now (timezone .utc ).isoformat (),
473462 "event_type" : "TOOL_STARTING" ,
474463 "agent" : tool_context .agent_name ,
@@ -493,7 +482,6 @@ async def after_tool_callback(
493482 ) -> None :
494483 """Log tool execution completion."""
495484 event_dict = {
496- "dataset_id" : self ._dataset_id ,
497485 "timestamp" : datetime .now (timezone .utc ).isoformat (),
498486 "event_type" : "TOOL_COMPLETED" ,
499487 "agent" : tool_context .agent_name ,
@@ -514,7 +502,6 @@ async def on_model_error_callback(
514502 ) -> Optional [LlmResponse ]:
515503 """Log LLM error."""
516504 event_dict = {
517- "dataset_id" : self ._dataset_id ,
518505 "timestamp" : datetime .now (timezone .utc ).isoformat (),
519506 "event_type" : "LLM_ERROR" ,
520507 "agent" : callback_context .agent_name ,
@@ -536,7 +523,6 @@ async def on_tool_error_callback(
536523 ) -> None :
537524 """Log tool error."""
538525 event_dict = {
539- "dataset_id" : self ._dataset_id ,
540526 "timestamp" : datetime .now (timezone .utc ).isoformat (),
541527 "event_type" : "TOOL_ERROR" ,
542528 "agent" : tool_context .agent_name ,
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