Enum polars::prelude::DslPlan

pub enum DslPlan {
    Filter {
        input: Arc<DslPlan>,
        predicate: Expr,
    },
    Cache {
        input: Arc<DslPlan>,
        id: usize,
        cache_hits: u32,
    },
    Scan {
        paths: Arc<[PathBuf]>,
        file_info: Option<FileInfo>,
        predicate: Option<Expr>,
        file_options: FileScanOptions,
        scan_type: FileScan,
    },
    DataFrameScan {
        df: Arc<DataFrame>,
        schema: Arc<Schema>,
        output_schema: Option<Arc<Schema>>,
        projection: Option<Arc<Vec<String>>>,
        selection: Option<Expr>,
    },
    Select {
        expr: Vec<Expr>,
        input: Arc<DslPlan>,
        options: ProjectionOptions,
    },
    GroupBy {
        input: Arc<DslPlan>,
        keys: Vec<Expr>,
        aggs: Vec<Expr>,
        apply: Option<(Arc<dyn DataFrameUdf>, Arc<Schema>)>,
        maintain_order: bool,
        options: Arc<GroupbyOptions>,
    },
    Join {
        input_left: Arc<DslPlan>,
        input_right: Arc<DslPlan>,
        left_on: Vec<Expr>,
        right_on: Vec<Expr>,
        options: Arc<JoinOptions>,
    },
    HStack {
        input: Arc<DslPlan>,
        exprs: Vec<Expr>,
        options: ProjectionOptions,
    },
    Distinct {
        input: Arc<DslPlan>,
        options: DistinctOptions,
    },
    Sort {
        input: Arc<DslPlan>,
        by_column: Vec<Expr>,
        slice: Option<(i64, usize)>,
        sort_options: SortMultipleOptions,
    },
    Slice {
        input: Arc<DslPlan>,
        offset: i64,
        len: u32,
    },
    MapFunction {
        input: Arc<DslPlan>,
        function: DslFunction,
    },
    Union {
        inputs: Vec<DslPlan>,
        args: UnionArgs,
    },
    HConcat {
        inputs: Vec<DslPlan>,
        options: HConcatOptions,
    },
    ExtContext {
        input: Arc<DslPlan>,
        contexts: Vec<DslPlan>,
    },
    Sink {
        input: Arc<DslPlan>,
        payload: SinkType,
    },
    IR {
        node: Option<Node>,
        version: u32,
        dsl: Arc<DslPlan>,
    },
}

Available on crate feature lazy only.

Variants

Filter

Filter on a boolean mask

Fields

input: Arc<DslPlan>

predicate: Expr

Cache

Cache the input at this point in the LP

Fields

input: Arc<DslPlan>

id: usize

cache_hits: u32

Scan

Fields

paths: Arc<[PathBuf]>

file_info: Option<FileInfo>

predicate: Option<Expr>

file_options: FileScanOptions

scan_type: FileScan

DataFrameScan

In memory DataFrame

Fields

df: Arc<DataFrame>

schema: Arc<Schema>

output_schema: Option<Arc<Schema>>

projection: Option<Arc<Vec<String>>>

selection: Option<Expr>

Select

Polars’ select operation, this can mean projection, but also full data access.

Fields

expr: Vec<Expr>

input: Arc<DslPlan>

options: ProjectionOptions

GroupBy

Groupby aggregation

Fields

input: Arc<DslPlan>

keys: Vec<Expr>

aggs: Vec<Expr>

apply: Option<(Arc<dyn DataFrameUdf>, Arc<Schema>)>

maintain_order: bool

options: Arc<GroupbyOptions>

Join

Join operation

Fields

input_left: Arc<DslPlan>

input_right: Arc<DslPlan>

left_on: Vec<Expr>

right_on: Vec<Expr>

options: Arc<JoinOptions>

HStack

Adding columns to the table without a Join

Fields

input: Arc<DslPlan>

exprs: Vec<Expr>

options: ProjectionOptions

Distinct

Remove duplicates from the table

Fields

input: Arc<DslPlan>

options: DistinctOptions

Sort

Sort the table

Fields

input: Arc<DslPlan>

by_column: Vec<Expr>

slice: Option<(i64, usize)>

sort_options: SortMultipleOptions

Slice

Slice the table

Fields

input: Arc<DslPlan>

offset: i64

len: u32

MapFunction

A (User Defined) Function

Fields

input: Arc<DslPlan>

function: DslFunction

Union

Vertical concatenation

Fields

inputs: Vec<DslPlan>

args: UnionArgs

HConcat

Horizontal concatenation of multiple plans

Fields

inputs: Vec<DslPlan>

options: HConcatOptions

ExtContext

This allows expressions to access other tables

Fields

input: Arc<DslPlan>

contexts: Vec<DslPlan>

Sink

Fields

input: Arc<DslPlan>

payload: SinkType

IR

Fields

node: Option<Node>

version: u32

dsl: Arc<DslPlan>

Implementations

impl DslPlan

pub fn compute_schema(&self) -> Result<Arc<Schema>, PolarsError>

Compute the schema. This requires conversion to [IR] and type-resolving.

impl DslPlan

pub fn describe(&self) -> Result<String, PolarsError>

pub fn describe_tree_format(&self) -> Result<String, PolarsError>

pub fn display(&self) -> Result<impl Display, PolarsError>

pub fn to_alp(self) -> Result<IRPlan, PolarsError>

Trait Implementations

impl Clone for DslPlan

fn clone(&self) -> DslPlan

Returns a copy of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Default for DslPlan

fn default() -> DslPlan

Returns the “default value” for a type.

impl From<DslPlan> for LazyFrame

fn from(plan: DslPlan) -> LazyFrame

Converts to this type from the input type.