colbyford / sparkitectureLinks
A collection of “cookbook-style” scripts for simplifying data engineering and machine learning in Apache Spark.
☆13Updated 4 years ago
Alternatives and similar repositories for sparkitecture
Users that are interested in sparkitecture are comparing it to the libraries listed below
Sorting:
- PySpark phonetic and string matching algorithms☆39Updated last year
- ☆25Updated 6 years ago
- PySpark Algorithms Book: https://www.amazon.com/dp/B07X4B2218/ref=sr_1_2☆87Updated 5 years ago
- Read Delta tables without any Spark☆47Updated last year
- DataQuality for BigData☆144Updated last year
- Data validation library for PySpark 3.0.0☆33Updated 2 years ago
- An example PySpark project with pytest☆17Updated 8 years ago
- Real-world Spark pipelines examples☆84Updated 7 years ago
- Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops☆118Updated 2 years ago
- ☆10Updated 3 years ago
- Filling in the Spark function gaps across APIs☆50Updated 4 years ago
- Nested Data (JSON/AVRO/XML) Parsing and Flattening in Spark☆16Updated last year
- A Spark-based data comparison tool at scale which facilitates software development engineers to compare a plethora of pair combinations o…☆52Updated 4 months ago
- Asynchronous actions for PySpark☆47Updated 3 years ago
- Support for generating modern platforms dynamically with services such as Kafka, Spark, Streamsets, HDFS, ....☆77Updated last week
- Apache-Spark based Data Flow(ETL) Framework which supports multiple read, write destinations of different types and also support multiple…☆26Updated 4 years ago
- Magic to help Spark pipelines upgrade☆34Updated last year
- Demo of DuckDB Spark API implements. Same Pyspark code, but DuckDB under the hood☆14Updated last year
- ☆12Updated 9 years ago
- Notebooks for the ML Link Prediction Course☆14Updated 4 years ago
- Repository of sample Databricks notebooks☆269Updated last year
- An Airflow docker image preconfigured to work well with Spark and Hadoop/EMR☆175Updated 5 months ago
- Binding the GDELT universe in a Spark environment☆25Updated 2 years ago
- Python PMML scoring library for PySpark as SparkML Transformer☆22Updated 10 months ago
- Machine Learning Pipeline Stages for Spark (exposed in Scala/Java + Python)☆74Updated last year
- Example of orchestrating dependent Databricks jobs using Airflow☆11Updated 5 years ago
- Real-time query spark and visualise it as graph.☆24Updated 8 years ago
- Learn the pyspark API through pictures and simple examples☆170Updated 4 years ago
- How to manage Slowly Changing Dimensions with Apache Hive☆55Updated 6 years ago
- Tools for faster and optimized interaction with Teradata and large datasets.☆17Updated 7 years ago