Crate ultibi

Modules§

AggregationRequest
BaseMeasure: Measure is the essentially a Struct of a calculator and a name
CacheableAggregationRequest
CalcParameter: This struct is purely for DataSet descriptive purposes(for now). Recall measure may take parameters in form of HashMap<paramName, paramValue> This struct returns all possible paramNames for the given Dataset (for UI purposes only)
DataFrame: A contiguous growable collection of Series that have the same length.
DataSetBase: This is the default struct which implements Dataset Usually a client/user would overwrite it with their own DataSet
DependantMeasure: Dependant Measure cannot be computed directly. Instead it is broken down into it’s parents parents get executed, and then used to compute the DependantMeasure.

CacheableComputeRequest: This is used for
ComputeRequest: Fundamentally, user might want to:
DataSourceConfig
Expr: Queries consists of multiple expressions.
Measure: AggRequest –> execute –> split DependantMeasure into BaseMeasure’s (BaseMeasure leave as they are) –> execute_aggregation –> combine back into original request make cahce default (ie not a feature) do not change the OUTPUT of any existing .get_measures() - because user/client does not/should not care about what kind of measure they are calling
ValidateSet

col: Create a Column Expression based on a column name.
derive_basic_measures_vec
diag_concat_df: Concat [DataFrame]s diagonally. Concat diagonally thereby combining different schemas.
exec_agg: Looks up measures and calls calculator on those returning an Expr Breaks down requested measures into Basic and Dependents Sends Basics to [ultibi::_exec_agg_with_cache] or [ultibi::_exec_agg_base] Executes Dependents in .with_columns() context
execute: Distributes work based on request
fields_columns: restrict columns which can be fields to Utf8 and Bool
filter_contains_unique: Helper function - used for search within a column Filters Series by pat Returns unique values
lit: Create a Literal Expression from L
numeric_columns
read_toml2: reads setup.toml

CPM
MeasureName: Each [DataSet] has measures accessed via get_measures() This alias to represent a measure name, a unique string
MeasuresMap: (Measure Name, Measure)
PolarsResult