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| 1 | +# Copyright 2025 Google LLC |
| 2 | +# |
| 3 | +# Licensed under the Apache License, Version 2.0 (the "License"); |
| 4 | +# you may not use this file except in compliance with the License. |
| 5 | +# You may obtain a copy of the License at |
| 6 | +# |
| 7 | +# https://www.apache.org/licenses/LICENSE-2.0 |
| 8 | +# |
| 9 | +# Unless required by applicable law or agreed to in writing, software |
| 10 | +# distributed under the License is distributed on an "AS IS" BASIS, |
| 11 | +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 12 | +# See the License for the specific language governing permissions and |
| 13 | +# limitations under the License. |
| 14 | + |
| 15 | +import logging |
| 16 | +import logging.handlers |
| 17 | +import os |
| 18 | + |
| 19 | +import debugpy |
| 20 | +import google.auth |
| 21 | +import google.auth.transport.requests |
| 22 | +import grpc |
| 23 | +import uvicorn |
| 24 | +from fastapi import FastAPI |
| 25 | +from google.adk.cli.fast_api import get_fast_api_app |
| 26 | +from google.auth.transport.grpc import AuthMetadataPlugin |
| 27 | + |
| 28 | +from opentelemetry import _events as events |
| 29 | +from opentelemetry import _logs as logs |
| 30 | +from opentelemetry import metrics, trace |
| 31 | +from opentelemetry.exporter.cloud_logging import CloudLoggingExporter |
| 32 | +from opentelemetry.exporter.cloud_monitoring import ( |
| 33 | + CloudMonitoringMetricsExporter, |
| 34 | +) |
| 35 | +from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import ( |
| 36 | + OTLPSpanExporter, |
| 37 | +) |
| 38 | +from opentelemetry.instrumentation.aiohttp_client import ( |
| 39 | + AioHttpClientInstrumentor, |
| 40 | +) |
| 41 | +from opentelemetry.instrumentation.google_genai import ( |
| 42 | + GoogleGenAiSdkInstrumentor, |
| 43 | +) |
| 44 | +from opentelemetry.instrumentation.vertexai import VertexAIInstrumentor |
| 45 | +from opentelemetry.sdk._events import EventLoggerProvider |
| 46 | +from opentelemetry.sdk._logs import LoggerProvider |
| 47 | +from opentelemetry.sdk._logs.export import ( |
| 48 | + BatchLogRecordProcessor, |
| 49 | + ConsoleLogExporter, |
| 50 | +) |
| 51 | +from opentelemetry.sdk._logs import LoggingHandler |
| 52 | +from opentelemetry.sdk.metrics import MeterProvider |
| 53 | +from opentelemetry.sdk.metrics.export import PeriodicExportingMetricReader |
| 54 | +from opentelemetry.sdk.resources import SERVICE_NAME, Resource |
| 55 | +from opentelemetry.sdk.trace import TracerProvider |
| 56 | +from opentelemetry.sdk.trace.export import BatchSpanProcessor |
| 57 | + |
| 58 | +# Get the directory where main.py is located |
| 59 | +AGENT_DIR = os.path.dirname(os.path.abspath(__file__)) |
| 60 | +# Example session DB URL (e.g., SQLite) |
| 61 | +SESSION_DB_URL = "sqlite:///./sessions.db" |
| 62 | +# Example allowed origins for CORS |
| 63 | +ALLOWED_ORIGINS = ["http://localhost", "http://localhost:8080", "*"] |
| 64 | +# Set web=True if you intend to serve a web interface, False otherwise |
| 65 | +SERVE_WEB_INTERFACE = True |
| 66 | + |
| 67 | +# logging.basicConfig(level=logging.INFO, handlers=[LoggingHandler()]) |
| 68 | +logging.getLogger().addHandler(LoggingHandler()) |
| 69 | +logging.getLogger("gcsfs").setLevel(logging.DEBUG) |
| 70 | +logging.getLogger("fsspec").setLevel(logging.DEBUG) |
| 71 | +logging.getLogger("fsspec.cached").setLevel(logging.DEBUG) |
| 72 | +logging.getLogger("opentelemetry").setLevel(logging.DEBUG) |
| 73 | +logging.getLogger("opentelemetry").addHandler(logging.StreamHandler()) |
| 74 | + |
| 75 | +# debugpy.listen(5678) |
| 76 | + |
| 77 | + |
| 78 | +# [START opentelemetry_adk_otel_setup] |
| 79 | +def setup_opentelemetry() -> None: |
| 80 | + credentials, project_id = google.auth.default() |
| 81 | + resource = Resource.create( |
| 82 | + attributes={ |
| 83 | + SERVICE_NAME: "adk-sql-agent", |
| 84 | + # The project to send spans to |
| 85 | + "gcp.project_id": project_id, |
| 86 | + } |
| 87 | + ) |
| 88 | + |
| 89 | + # Set up OTLP auth |
| 90 | + request = google.auth.transport.requests.Request() |
| 91 | + auth_metadata_plugin = AuthMetadataPlugin( |
| 92 | + credentials=credentials, request=request |
| 93 | + ) |
| 94 | + channel_creds = grpc.composite_channel_credentials( |
| 95 | + grpc.ssl_channel_credentials(), |
| 96 | + grpc.metadata_call_credentials(auth_metadata_plugin), |
| 97 | + ) |
| 98 | + |
| 99 | + # Set up OpenTelemetry Python SDK |
| 100 | + tracer_provider = TracerProvider(resource=resource) |
| 101 | + tracer_provider.add_span_processor( |
| 102 | + BatchSpanProcessor( |
| 103 | + OTLPSpanExporter( |
| 104 | + credentials=channel_creds, |
| 105 | + endpoint="https://telemetry.googleapis.com:443/v1/traces", |
| 106 | + ) |
| 107 | + ) |
| 108 | + ) |
| 109 | + trace.set_tracer_provider(tracer_provider) |
| 110 | + |
| 111 | + logger_provider = LoggerProvider(resource=resource) |
| 112 | + logger_provider.add_log_record_processor( |
| 113 | + BatchLogRecordProcessor(CloudLoggingExporter()) |
| 114 | + ) |
| 115 | + # logger_provider.add_log_record_processor( |
| 116 | + # BatchLogRecordProcessor( |
| 117 | + # ConsoleLogExporter(out=open("./logs.jsonl", "w+")) |
| 118 | + # ) |
| 119 | + # ) |
| 120 | + logs.set_logger_provider(logger_provider) |
| 121 | + |
| 122 | + event_logger_provider = EventLoggerProvider(logger_provider) |
| 123 | + events.set_event_logger_provider(event_logger_provider) |
| 124 | + |
| 125 | + reader = PeriodicExportingMetricReader(CloudMonitoringMetricsExporter()) |
| 126 | + meter_provider = MeterProvider(metric_readers=[reader], resource=resource) |
| 127 | + metrics.set_meter_provider(meter_provider) |
| 128 | + |
| 129 | + # Set up prompt uploader |
| 130 | + # if OTEL_PYTHON_UPLOADER_PATH: |
| 131 | + # set_uploader(GcsUploader(bucket_path=OTEL_PYTHON_GCS_UPLOAD_BUCKET)) |
| 132 | + |
| 133 | + # Load instrumentors |
| 134 | + # SQLite3Instrumentor().instrument() |
| 135 | + VertexAIInstrumentor().instrument() |
| 136 | + GoogleGenAiSdkInstrumentor().instrument() |
| 137 | + AioHttpClientInstrumentor().instrument() |
| 138 | + |
| 139 | + |
| 140 | +# [END opentelemetry_adk_otel_setup] |
| 141 | + |
| 142 | + |
| 143 | +def main() -> None: |
| 144 | + # Make sure to set: |
| 145 | + # OTEL_PYTHON_LOGGING_AUTO_INSTRUMENTATION_ENABLED=true |
| 146 | + # OTEL_INSTRUMENTATION_GENAI_CAPTURE_MESSAGE_CONTENT=true |
| 147 | + # in order to full prompts and responses and logs messages. |
| 148 | + setup_opentelemetry() |
| 149 | + |
| 150 | + # Call the function to get the FastAPI app instance |
| 151 | + # Ensure the agent directory name ('capital_agent') matches your agent folder |
| 152 | + app: FastAPI = get_fast_api_app( |
| 153 | + agents_dir=AGENT_DIR, |
| 154 | + session_service_uri=SESSION_DB_URL, |
| 155 | + allow_origins=ALLOWED_ORIGINS, |
| 156 | + web=SERVE_WEB_INTERFACE, |
| 157 | + ) |
| 158 | + |
| 159 | + uvicorn.run( |
| 160 | + app, |
| 161 | + host="0.0.0.0", |
| 162 | + port=int(os.environ.get("PORT", 8080)), |
| 163 | + ) |
| 164 | + |
| 165 | + |
| 166 | +if __name__ == "__main__": |
| 167 | + main() |
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