SDK for DataChecks
Project description
DCS SDK v1.7.1
SDK for DataChecks
Installation
Python version
>=3.10,<3.13
$ pip install dcs-sdk[all-dbs]
Supported Databases
Availability Status
| Database | Code Name | Supported |
|---|---|---|
| PostgreSQL | postgres |
✅ |
| Snowflake | snowflake |
✅ |
| Trino | trino |
✅ |
| Databricks | databricks |
✅ |
| Oracle | oracle |
✅ |
| MSSQL | mssql |
✅ |
| MySQL | mysql |
✅ |
| SAP Sybase IQ/ASE | sybase |
✅ |
| File | file |
✅ |
| BigQuery | bigquery |
✅ |
Available Commands
| Option | Short Option | Required | Default | Description | Example |
|---|---|---|---|---|---|
| --config-path | -C | Yes | None | Specify the file path for the configuration | dcs-sdk run --config-path config.yaml --compare comp_name |
| --compare | Yes | None | Run only specific comparison using comparison name | dcs-sdk run --config-path config.yaml --compare comp_name | |
| --save-json | -j | No | False | Save the data into a JSON file | dcs-sdk run --config-path config.yaml --compare comp_name --save-json |
| --json-path | -jp | No | dcs_report.json | Specify the file path for JSON file | dcs-sdk run --config-path config.yaml --compare comp_name --save-json --json-path ouput.json |
| --stats | No | False | Print stats about data diff | dcs-sdk run --config-path config.yaml --compare comp_name --stats | |
| --url | No | None | Specify url to send data to server | dcs-sdk run --config-path config.yaml --compare comp_name --url=https://comapre/send/data | |
| --html-report | No | False | Save table as HTML | dcs-sdk run --config-path config.yaml --compare comp_name --html-report | |
| --report-path | No | dcs_report.html | Specify the file path for HTML report | dcs-sdk run --config-path config.yaml --compare comp_name --html-report --report-path table.html | |
| --table | No | False | Display Comparison in table format | dcs-sdk run --config-path config.yaml --compare comp_name --html-report --report-path table.html --table |
Example Command [CLI]
$ dcs-sdk --version
$ dcs-sdk --help
$ dcs-sdk run -C example.yaml --compare comparison_one --stats -j -jp output.json --html-report --report-path result.html --table --url=https://comapre/send/data
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