dask_expr._collection.DataFrame.analyze
dask_expr._collection.DataFrame.analyze¶
- DataFrame.analyze(filename: str | None = None, format: str | None = None) None¶
Outputs statistics about every node in the expression.
analyze optimizes the expression and triggers a computation. It records statistics like memory usage per partition to analyze how data flow through the graph.
Warning
analyze adds plugins to the scheduler and the workers that have a non-trivial cost. This method should not be used in production workflows.
- Parameters
- filename: str, None
File to store the graph representation.
- format: str, default is png
File format for the graph representation.
- Returns
- None, but writes a graph representation of the expression enriched with
- statistics to disk.