GitHub – IBM/diem: DIEM Data Integration Engine Multipurpose

Spaces Support for Multiple Organisations Multiple Organisations can make use of DIEM, each org can have it’s own space. You can even have multiple spaces per Org and use it for test, pre-prod or production Data Transfer NodyPy Fast transfer of small data sets <100 k using pandas jdbc sqlalchemy Data Transfer Spark Bulk Transfer of big data using spark, both pyspark an scala.
Partition your data for paralel inserts.
Write you sql online and easy manage your job.
Include it in a pipeline.
Get notified via slack or mail Custom Code Write your own python code Write your own python code using pyspark or python. Integrate your favorite library, use your jdbc connection, integrate your config maps, code snippets, webhooks all in one pl;ace, creating a unique experience API Services Rest services for external use Create jobs that can provide REST Services. Connect external applications to your code and provide rest services for them Machine Learning Embed Machine Learning in your code Make use of the latest ML Libraries like SciPy, matplotlib, seaborn, pandas etc.. to create machine learning models that can be used in your code Connections DB2
Netezza
ProgreSQL
Many more JDBC connectins into various sources, easy to add and manage.
Secrets kept secure if personal Webhooks Bring in your own webhook Webooks can be to integrate into your applications. You can bring in your git or slack webhook and use it n your applications Slack Slack Integration Either you use the default slack channels or bring in your own slack api key. All job progress are logged to your slack channels. You can even integrate them in your custom jobs. Provide custom content and subject messages Pipelines Pipelins of Jobs Group your jobs together and form a pipleline. Start each job at the same time or in order. Manage dependences and organize them in steps Scheduling Cron Schedule Schedule to run jor jobs using an advance Cron schedule that can handle any type of timeframe and schedule Mail Mail Functionality Send mail on Completion or Failure of jour job to your audiance Mail Integration Mail Functionality for your code Integrate mail functionality in your code, send data reports as html, csv, xls to your audience based on your query. Customize headers and body content. Files Upload, Download or integrate files Each space is connected to it’s own Cloud Object Storage Buckewt and can be integrated in your code. You can also specify any other COS instance Box Upload, Download from BOX You can now directly download and upload files from Box Config Maps Manage parameters and config values Config maps are vary usefull as you can spererate your code from it’s values. They can be kept private and secure so you can use them for storing your own tokens. Tags Define your own tags You can set up your own tags for easy job search, classification and job management Templates Reusable or shared Templates Your code could be based of a template, that you can clone from, you can lso have shared code which is the same amongst your jobs but only different in configuration Code Snipptes Reusabel adn sharable code Create reusable code, share use it in your jobs.
This allows you to reuse your code in multiple jobs, maintaining key code centrally Job Log Audit trails of completed job Each started job will have it’s own audit trail, so you can go back to view errors and integrate it in your reporting for performance review Organization Organization Profile View your Profile and your access rights organisation Organizations Organizations you belong to See all organisations you belong to Space Selector Easy move between spaces You can at any time easily swtich between organisations your belong to
source : https://dichvusuachua24h.com
category : IBM

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