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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
We use Great Expectations for data unit tests to check for bad data. Things like null values in a column that shouldn't or even checks on a DateTime column to make sure that the data isn't stale even though the pipeline is running fine.
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Related posts
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Data Quality at Scale with Great Expectations, Spark, and Airflow on EMR
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Greatexpectations - Always know what to expect from your data.
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Greatexpectations – Always know what to expect from your data
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[D] Do you use data engineering pipelines for real life projects?
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Just starting to get into automated testing, should I be looking for a dedicated tool or library for data engineering specifically?