从体验我们可以看出mage-ai 实际上是集成了jupyter,从代码以来的三方包上也可以看出来,同时也支持基于dbt 的开发,实际上可以说 mage-ai 就是在jupyter 上开发了不少插件扩展的一些平台,可以让我们进行可视化数据pipeline 处理 参考资料 https://github.com/mage-ai/mage-ai https://github.com/mage-ai/mage-ai/...
说明 从体验我们可以看出mage-ai 实际上是集成了jupyter,从代码以来的三方包上也可以看出来,同时也支持基于dbt 的开发,实际上可以说 mage-ai 就是在jupyter 上开发了不少插件扩展的一些平台,可以让我们进行可视化数据pipeline 处理 参考资料 https:///mage-ai/mage-ai https:///mage-ai/mage-ai/blob/master/ma...
Revert "Revert "[dy] Add support for dbt-synapse (#3645)" (#3656)" This reverts commit36da5f9. 1 parent36da5f9commitfdaa4c7 File tree mage_ai/data_preparation/models/block __init__.py dbt block.py block_sql.py constants.py
Use dbt to preview models, by backporting thedbt seedcommand todbt-core==1.4.7 No use of any mage based database connections to handle the block Allows to install any dbt adapter, which supports the dbt-core version Moved all code into a single interface calledDBTBlock Doubles as a factor...
A demo instance of mage for pulling sample data from a public Google pub/sub topic and transforming with dbt. - mage-ai/magic-devcontainer
www.mage.ai Topics python data-science data machine-learning sql spark pipeline etl pipelines orchestration artificial-intelligence data-engineering data-integration dbt elt transformation data-pipelines reverse-etl Resources Readme License Apache-2.0 license Activity Custom properties Stars 8k stars...
[jk] Avoid N dbt config option requests for N blocks on Pipeline Editor by @johnson-mage in #4812 [xy] Speed up backend requests. by @wangxiaoyou1993 in #4815 [xy] Test kafka connection when initializing the consumer. by @wangxiaoyou1993 in #4832 [xy] Make path_to_credential optional...
from mage_ai.server.setup import initialize_globals initialize_globals() start_server( host=host, port=port, project=project_path, manage=manage_instance == "1", dbt_docs=dbt_docs_instance == "1", manage=manage_instance == '1', dbt_docs=dbt_docs_instance == '1', instance_type=os....
143 + from mage_ai.server.setup import initialize_globals 144 + 145 + initialize_globals() 163 146 164 147 start_server( 165 148 host=host, 166 149 port=port, 167 150 project=project_path, 168 - manage=manage_instance == "1", 169 - dbt_docs=dbt_docs_instance == "1...
from mage_ai.streaming.sinks.base import BaseSink from pymongo import MongoClient from typing import Dict, List import time @dataclass class MongoDbConfig(BaseConfig): connection_string: str database_name: str collection_name: str class MongoDbSink(BaseSink): config_class = MongoDbConfig def in...