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International Business Intelligence and analytics conference in the lovely city of Budapest, Hungary
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Wednesday, October 14 • 09:45 - 10:30
Ibis: Productive Python Analytics at Scale

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While Python is a de-facto language for modern data engineering and data science, Python development has been confined to local data processing—thereby limiting its users to smaller data sets. Historically, to address bigger data workloads, Python developers have had to extract samples or aggregates, forcing compromises in data fidelity, adding ETL costs, and ultimately leading to a loss of productivity and addressable use cases.

Ibis, a new open source data analytics framework for Python developers, has the goal of enabling the Python data ecosystem (NumPy, pandas, etc.) to operate efficiently at Hadoop scale. To enable high performance Python at scale without the age-old JVM interoperability problems, we are exploiting unique synergies between Python and Impala, the leading open source MPP analytical query engine. In this talk, Ibis creator Wes McKinney, who was also the creator of pandas, will give an overview of Ibis and the upcoming project roadmap. 


Speakers
avatar for Wes Mckinney

Wes Mckinney

Software Engineer, Cloudera
Wes McKinney is a software engineer at Cloudera and lead developer and co-creator of Ibis. Prior to that, Wes was co-founder of DataPad, and CTO and Cofounder of Lambda Foundry, Inc. From 2010 to 2012, he served as a Python consultant to hedge funds and banks while developing Pandas... Read More →


Wednesday October 14, 2015 09:45 - 10:30
Mátyás I-II.