Write SodaCL checks - Soda Documentation
2025年2月27日 · Soda Checks Language is a human-readable, domain-specific language for data reliability. You use SodaCL to define Soda Checks in a checks YAML file.
SodaCL tutorial - Soda Documentation
Soda Checks Language (SodaCL)is a YAML-based, domain-specific language for data reliability. Used in conjunction with Soda software, you use SodaCL to write checks for data quality, then run a scan of the data in your data source to execute those checks. A Soda Check is a test that Soda performs when it scans … 展开
With over 25 built-in SodaCL checks and metricsto choose from, it can be hard to know where to begin. This tutorial offers suggestions for some … 展开
- 1. You have completed the Take a sip of Soda tutorial OR you have followed the instructions to Get startedSoda on your …
- 2. You have created a new YAML file in your code editor and named it checks.yml OR you are on step 2 in th… 展开
One of the most basic checks you can write uses the row_count metric. When it executes the following check during a scan, Soda simply counts the rows in the dataset you identify in the … 展开
For the nearly universal use case that demands uniqueness, you can use the duplicate_count or duplicate_percent metrics. In the following example, Soda counts the number of duplicate values in the column_namecolumn, identified as the argument in parentheses … 展开
Schema checks - Soda Documentation
2025年2月27日 · For example, the following check uses the when required column missing validation key to validate that specific columns are present in a dataset; if any of columns in the list are absent, the check result is fail.
Profile data with Soda
2025年2月27日 · Access the Columns tab to review the datasets that Soda Library discovered, including the column profile details you can expand to review as in the example below.
soda-core/docs/how-core-works.md at main · sodadata/soda-core …
A Soda Check is a test that Soda Core performs when it scans a dataset in your data source. The checks YAML file stores the Soda Checks you write using SodaCL. For example, you can …
GitHub - sodadata/soda-core: :zap: Data quality testing for the …
Soda Core is a free, open-source, command-line tool and Python library that enables you to use the Soda Checks Language to turn user-defined input into aggregated SQL queries. When it …
Exploring Soda Core for Data Quality in Databricks
2024年6月2日 · Soda Checks Language (SodaCL) is a YAML-based language. It allows you to write data quality checks, which gets executed when scanning data within the data source.
SodaCL optional check configurations - GitHub
In the checks you write with SodaCL, you can apply the quoting style that your data source uses for dataset or column names. Soda Library uses the quoting style you specify in the …
Error: Missing Column - Soda
When columns in a dataset have been added, removed, or changed, Soda Cloud sends notifications which enable you to investigate and get ahead of any silent issues before the data quality has a downstream impact. Let’s look at an …
HPLC Columns | Products - Osaka Soda
Osaka Soda HPLC columns are available in a wide product lineup covering all domains, ranging from low polarity to medium polarity and high polarity, enabling users to perform various …
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