Cargo Features
DataProf has no features set by default.
[dependencies]
dataprof = { version = "0.4.80", features = ["python", "python-async", "database", "arrow", "parquet", "postgres", "mysql", "sqlite", "minimal", "production", "all-db"] }Features
- default
-
Minimal by default - MUCH faster compilation
- python python-async?
-
Individual features
Enables pyo3
Python bindings
Affects
dataprof::python… - python-async = python
-
Enables pyo3-async-runtimes and tokio
tokio:
Database connectors and async runtime
Latest: 1.48.0 (patch available via cargo update)Affects
python::database_async… - database mysql? postgres? sqlite?
-
Enables async-trait, tokio, and url
Affects
commands::database,config::DataprofConfig.database,config::DatabaseSettings,config::DatabaseSamplingConfig,dataprof::database,python::database_async… - arrow parquet?
-
Enables arrow
Apache Arrow for columnar processing
Affects
columnar::arrow_profiler,columnar::record_batch_analyzer… - parquet = arrow
-
Enables parquet
Affects
commands::is_parquet_file,parsers::parquet,analysis::analyze_parquet_file,analysis::analyze_parquet_with_quality_py… - postgres all-db? production? = database
- mysql all-db? production? = database
- sqlite all-db? = database
- minimal
-
Sensible feature combinations
Just CSV processing - fastest builds - production = mysql, postgres
-
Most common production databases
- all-db = mysql, postgres, sqlite
-
All databases