Tenant Isolation in Snowflake for ML - Operational Patterns
Hands-on patterns for operating Snowflake-backed ML platforms at scale. It covers tenant data duplication strategies, environment promotion workflows, ML experimentation with real customer data under strict controls, and operational trade-offs between cost, safety, and velocity. Read More
Tenant Isolation in Snowflake
Multi-tenancy is an architectural approach in which a single software system or data platform serves multiple independent customers (tenants), while ensuring that each tenantâs data, workloads, and configurations remain logically or physically isolated according to defined boundaries. Snowflake offers different options to achive tenant isolation. Read More
Blue Yonder at PyCon.DE 2023
It's been now 10 years ago when Blue Yonder started the first sponsoring of a python conference at Europython Florence. Since then we have been either sponsoring and/or organizing at least one python event per year. Read More
Beautiful Leaflet Markers with Folium and Font Awesome
TIL how to use fontawesome markers with folium. Read More
Azure Data Explorer and Parquet Files in Azure Blob Storage
Last summer Microsoft has rebranded the Azure Kusto Query engine as Azure Data Explorer. While it does not support fully elastic scaling, it at least allows to scale up and out a cluster via an API or the Azure portal to adapt to different workloads. It also offers parquet support out of the box which made me spend some time to look into it. Read More
Understanding Predicate Pushdown at the Row-Group Level in Parquet with PyArrow and Python
Apache Parquet is a columnar file format to work with gigabytes of data. Reading and writing parquet files is efficiently exposed to python with pyarrow. Additional statistics allow clients to use predicate pushdown to only read subsets of data to reduce I/O. Organizing data by column allows for better compression, as data is more homogeneous. Better compression also reduces the bandwidth required to read the input. Read More
Karlsruhe Python Meetup at Blue Yonder
Python Meetup with two talks about python usage in a data science environment and the different stages of a python package in this environment. Read More
Rust Meetup at Blue Yonder
Rust Meetup in the new Blue Yonder office in Hamburg Read More