DATAENGINEERING

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Core Platform

How Snowflake Optimizes Apache Iceberg Queries with Adaptive Execution

By optimizing I/O parallelism and memory allocation for peak efficiency, Snowflake’s Adaptive Scan was observed to boost Apache Iceberg query performance by up to 70% for scan-heavy queries accessing small regions from micro-partitions in production.
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MAR 20, 2025|5 min read
Data Engineering

Snowflake’s Data Architecture: Enabling AI Apps, Next-Gen Lakehouse Analytics And More

Snowflake builds a cloud for data used in different types of workloads, such as AI apps, analytics & BI, transactional processing, streaming & data engineering.
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FEB 25, 2025|15 min read
Data Engineering

Profiling Python Stored Procedures to Identify Inefficiencies

Optimize Snowpark Python stored procedures with the new built-in profiler, helping users identify inefficiencies, track execution time, and enhance performance.
FEB 19, 2025|5 min read
Data Engineering

Creating Automated Optimizations for Python User-Defined Functions with Snowpark's Parallel Execution

Snowpark’s parallel execution optimizes Python UDF performance, addressing Python global interpreter lock and data skew with advanced redistribution techniques.
JAN 30, 2025|4 min read
Creating a Secure and Flexible File Write Approach from Snowpark User-Defined Functions (UDFs)
Core Platform

Creating a Secure and Flexible File Write Approach from Snowpark User-Defined Functions (UDFs)

NOV 07, 2024|4 min read
Snowpark Observability: Deep Dive into Functions and Procedures Optimizations
Core Platform

Snowpark Observability: Deep Dive into Functions and Procedures Optimizations

OCT 29, 2024|5 min read
Optimize Your Data Pipelines by Augmenting Network Concurrency with Snowpark External Access
Machine Learning

Optimize Your Data Pipelines by Augmenting Network Concurrency with Snowpark External Access

SEP 11, 2024|8 min read
Deep Dive Into Historical Usage-Based Scheduling with Snowpark
Machine Learning

Deep Dive Into Historical Usage-Based Scheduling with Snowpark

AUG 22, 2024|5 min read
Secure Connections with New Outbound Private Link with Snowflake Support in Preview
Machine Learning

Secure Connections with New Outbound Private Link with Snowflake Support in Preview

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AUG 20, 2024|7 min read

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