airflow vs logstash
airflow and logstash share 3 technologies: Apache, OpenTelemetry, and org.apache.logging.log4j:log4j-core. airflow is written in Python and logstash in Ruby.
LinkedInWhat they share and what sets them apart
apache
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
Python47.4kRead on November 5, 2026, at commit 322c178What is airflow built with?Only in airflow
- FastAPI
- Flask
- aiosqlite
- azure-search-documents
- azure-storage-blob
confluent-kafka
- ibm-db
- influxdb3-python
pgvector
- presto-python-client
psycopg
psycopg2-binary
- pymongo
python-arango
- Redis
snowflake-sqlalchemy
weaviate-client
pyarrow
- Celery
oracledb
pyiceberg
- DuckDB
pinecone
- pymssql
clickhouse-connect
- gcloud-aio-storage
- gcsfs
- Neo4j
- pymysql
- SQLite
Googleflask-appbuilder
- asgiref
- AIOHTTP
uvicorn
werkzeug
- a2wsgi
- Vite
- React
react-router-dom
- Rich
flask-sqlalchemy
- SQLAlchemy
- alembic
sqlglot
- azure-identity
flask-session
- google-auth
- pyspnego
- pyjwt
- cryptography
- flask-login
- keyring
google-auth-httplib2
google-auth-oauthlib
- azure-ai-projects
- pydantic-ai-slim
cohere
- nbconvert
- jinja2
- aiosmtplib
- beautifulsoup4
- icalendar
sendgrid
flask-wtf
- Pydantic
wtforms
- jsonschema
msgspec
marshmallow
- azure-mgmt-containerinstance
- azure-mgmt-resource
- Flower
structlog
kubernetes
- boto3
psutil
- kubernetes-asyncio
- python-on-whales
- docker
- Alibaba Cloud
- colorlog
- org.apache.logging.log4j:log4j-api
- org.slf4j:slf4j-api
- next-themes
- Chakra UI
- React Hook Form
yaml
In common
elastic
logstash
Logstash - transport and process your logs, events, or other data
Ruby15kRead on November 8, 2026, at commit 6f7d271What is logstash built with?Only in logstash
- Sinatra
rack
- csv
- commons-logging
- log4j-1.2-api
- log4j-slf4j-impl
- Logstash
- slf4j-api
- down
- io.opentelemetry:opentelemetry-exporter-otlp
- io.opentelemetry:opentelemetry-sdk
- puma
Side by side
airflowlogstash
SizeLines written by people and agents, without generated ones; code files, without tests.
airflow2,200,257 lines written4,596 code files
logstash163,184 lines written684 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
airflow0.7% of its commits signed by AIWith Claude Code, GitHub Copilot, Cursor, and Devin
logstash0.2% of its commits signed by AIWith GitHub Copilot, Claude Code, and Cursor
ActivityFrom GitHub and its history, on the day SeeRepo read it.
airflowLast push November 5, 202641,804 commits47,376 stars
logstashLast push November 6, 202610,353 commits14,973 stars
TestsThe files that test the code, and the share of code files a test imports.
airflow4,949 test files53.3% of its code files have a test that imports them
logstash474 test files60.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, airflow or logstash?
airflow, with 2,200,257 lines written; logstash has 163,184.
The proof: apache/airflow's code at commit 322c178
Which has more GitHub stars, airflow or logstash?
airflow, with 47,376 stars; logstash has 14,973.
The proof: apache/airflow on GitHub
Which has more tests, airflow or logstash?
airflow, with 4,949 test files; logstash has 474.
The proof: apache/airflow's code at commit 322c178
Which was updated more recently, airflow or logstash?
logstash: its last push was on November 6, 2026, and airflow's on November 5, 2026.
The proof: elastic/logstash's commits on GitHub
Which has more commits signed by AI, airflow or logstash?
airflow: an AI signed 0.7% of its commits, with Claude Code, GitHub Copilot, Cursor, and Devin; in logstash, 0.2%.
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