Komponen dan framework Python yang didukung oleh Pemantauan Aplikasi ARMS - Application Real-Time Monitoring Service

Topik ini mencantumkan versi Python, komponen pihak ketiga, dan framework yang didukung oleh agen Python ARMS.

Versi Python yang didukung

Persyaratan versi Python: 3.8 ≤ Python ≤ 3.13

Versi Protobuf yang didukung

Agen Python menggunakan Protobuf untuk mengenkripsi data selama pelaporan. Hal ini dapat berkonflik dengan versi Protobuf yang digunakan oleh aplikasi Anda. Agen Python mendukung rentang versi Protobuf pengguna berikut:

"protobuf>=3.20.0, < 7.0"

Versi OpenTelemetry API yang didukung

Agen Python mengikuti spesifikasi OpenTelemetry API. Namun, versi OpenTelemetry API yang berbeda mungkin memiliki sedikit perbedaan. Agen Python mendukung rentang versi OpenTelemetry API berikut:

"opentelemetry-api <= 1.39.0"

Catatan

Jika aplikasi Anda dijalankan dengan uvicorn, pilih salah satu metode konfigurasi berikut.
- Metode 1: Tambahkan pernyataan berikut pada baris pertama file entri uvicorn untuk mengimpor agen Python.
```
from aliyun.opentelemetry.instrumentation.auto_instrumentation import sitecustomize
```
- Metode 2: Ganti uvicorn dengan gunicorn dan tambahkan awalan aliyun-instrument ke perintah gunicorn.
  Contoh:
```
uvicorn app:app --workers 4 --port=9090 --host 0.0.0.0
```
  Ubah perintah menjadi:
```
aliyun-instrument gunicorn -w 4 -k uvicorn.workers.UvicornWorker -b 0.0.0.0:8000 app:app
```
  Catatan
  Instruksi aliyun-instrument menangani inisialisasi dan instrumentasi non-intrusif dari agen Python ARMS.
Jika aplikasi Anda dijalankan dengan uWSGI, lihat Instal agen Python untuk proyek Django atau Flask yang dijalankan dengan uWSGI.
Jika Anda menggunakan korutin gevent, Anda harus mengatur variabel lingkungan GEVENT_ENABLE=true.
Sebagai contoh, jika program Anda berisi kode berikut:
```
from gevent import monkey
monkey.patch_all()
```
Anda harus mengatur variabel lingkungan sebagai berikut:
```
GEVENT_ENABLE=true
```

Framework database

Versi plugin yang didukung

Aplikasi LLM (large language model)

Component	PyPI/GitHub repository URL	Earlier Version	Higher Version
AgentScope	https://pypi.org/project/agentscope/	v1.0	v1.0.10
CrewAI	https://pypi.org/project/crewai/	v0.1.0	v1.7.2
Dashscope	https://pypi.org/project/dashscope/	v1.0.0	v1.2.1
Dify	https://github.com/langgenius/dify/	v0.12.8	v1.11.2
Dify Plugin	https://github.com/langgenius/dify/	No restriction	No restriction
Google ADK	https://pypi.org/project/google-adk/	v1.2.1	v1.21.0
LangChain	https://pypi.org/project/langchain/	v0.1.0	v1.2.0
LangGraph	https://pypi.org/project/langgraph/	No restriction	v1.0.5
LiteLLM	https://pypi.org/project/litellm/	v1.0.0	v1.79.0
Llama-index	https://pypi.org/project/llama-index/	v0.10.5	v0.10.43
MCP	https://pypi.org/project/mcp/	v1.3.0	v1.12.4
OpenAI	https://pypi.org/project/openai/	v1.0.0	v2.14.0
OpenAI Agent	https://pypi.org/project/openai-agents/	v0.3.3	v0.6.6
RagFlow	https://github.com/infiniflow/ragflow/	v0.14.0	v0.21.1

Layanan LLM (large language model)

Component	PyPI/GitHub repository URL	Earlier versions	Later versions
SGLang	https://pypi.org/project/sglang/	v0.4.6	v0.4.9.post6
vLLM V0	https://pypi.org/project/vllm/	v0.5.0	v0.8.4
vLLM V1	https://pypi.org/project/vllm/	V0.8.2	V0.10.0

Framework HTTP/RPC

Component	PyPI/GitHub repository URL	Older versions	Later versions
aiohttp	https://pypi.org/project/aiohttp/	v3.0	No restriction
asgiref	https://pypi.org/project/asgiref/	v3.0	No restriction
BlackSheep	https://pypi.org/project/blacksheep/	v1.2.0	No restriction
Click	https://pypi.org/project/click/	v8.1.3	< 9.0.0
Django	https://pypi.org/project/Django/	v1.10	No restriction
FastAPI	https://pypi.org/project/fastapi/	v0.58	No restriction
Flask	https://pypi.org/project/Flask/	v1.0	No restriction
gRPC	https://pypi.org/project/grpcio/	v1.42.0	No restriction
Jinja2	https://pypi.org/project/jinja2/	v2.7	< 4.0
Requests	https://pypi.org/project/requests/	v2.0	No restriction
Tornado	https://pypi.org/project/tornado/	v5.1.1	No restriction
WSGI	None	No restriction	No restriction

Database vektor

Component	PyPI/GitHub repository URL	Lower Versions	Higher versions
milvus	https://pypi.org/project/milvus/	v2.4.1	No restriction

Framework memori

Component	PyPI/GitHub repository URL	Earlier version	Higher Version
mem0	https://github.com/mem0ai/mem0	v1.0.0	v1.0.2

Framework database

Component	PyPI/GitHub repository URL	Earlier version	Later versions
aiopg	https://pypi.org/project/aiopg/	v0.13.0	< 2.0.0
AsyncPG	https://pypi.org/project/asyncpg/	v0.12.0	No restriction
DBAPI	No specific dependency	No specific version requirement	No restriction
MySQL	https://pypi.org/project/mysql-connector-python/	v8.0	< 10.0
MySQLClient	https://pypi.org/project/mysqlclient/	No specific version requirement	< 3
psycopg	https://pypi.org/project/psycopg/	v3.1.0	No restriction
psycopg2	https://pypi.org/project/psycopg2/	v2.7.3.1	No restriction
Pydantic	https://pypi.org/project/pydantic/	v1.10.2	No restriction
PyMongo	https://pypi.org/project/pymongo/	v3.1	< 5.0
PyMSSQL	https://pypi.org/project/pymssql/	v2.1.5	< 3
PyMySQL	https://pypi.org/project/pymysql/	No specific version requirement	< 2
SQLAlchemy	https://pypi.org/project/sqlalchemy/	v1.0.0	< 2.1.0
SQLite3	No specific dependency	No specific version requirement	No restriction
TortoiseORM	https://pypi.org/project/tortoise-orm/	v0.17.0	No restriction

Plugin cache

Component	PyPI/GitHub repository URL	Lower Version	Higher Version
Cassandra	https://pypi.org/project/cassandra-driver/	v3.25	No restriction
Elasticsearch	https://pypi.org/project/elasticsearch/	v6.0	No restriction
PyMemcache	https://pypi.org/project/pymemcache/	v1.3.5	< 5
Redis	https://pypi.org/project/redis/	v2.6	No restriction
Scylla	https://pypi.org/project/scylla-driver/	v3.25	No restriction

Plugin message queue

Component	PyPI/GitHub repository URL	Previous Versions	Higher version
aio-pika	https://pypi.org/project/aio-pika/	No specific version requirement	No restriction
aiokafka	https://pypi.org/project/aiokafka/	No specific version requirement	No restriction
Celery	https://pypi.org/project/celery/	v4.0	< 6.0
Confluent Kafka	https://pypi.org/project/confluent-kafka/	v1.8.2	v2.7.0
Kafka Python	https://pypi.org/project/kafka-python/	No specific version requirement	No restriction
Pika	https://pypi.org/project/pika/	No specific version requirement	No restriction
Remoulade	https://pypi.org/project/remoulade/	v0.50	No restriction

Plugin lainnya

Component	PyPI/GitHub repository URL	Lower Version	Higher Version
asyncio	No specific dependency	No specific version requirement	No restriction
Logging	No specific dependency	No specific version requirement	No restriction
Loguru	https://pypi.org/project/loguru/	v0.5.0	v1.0
Threading	No specific dependency	No specific version requirement	No restriction