Basic stats table. Unformatted
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@ -1,8 +1,12 @@
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import * as React from "react";
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import _ from "lodash";
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import type { Spec } from "vega";
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import type { Distribution } from "@quri/squiggle-lang";
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import { distributionErrorToString } from "@quri/squiggle-lang";
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import {
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Distribution,
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result,
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distributionError,
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distributionErrorToString,
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} from "@quri/squiggle-lang";
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import { createClassFromSpec } from "react-vega";
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import * as chartSpecification from "../vega-specs/spec-distributions.json";
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import { ErrorBox } from "./ErrorBox";
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@ -16,30 +20,101 @@ type DistributionChartProps = {
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distribution: Distribution;
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width: number;
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height: number;
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/** Whether to show a summary of means, stdev, percentiles etc */
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showSummary: boolean;
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};
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export const DistributionChart: React.FC<DistributionChartProps> = ({
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distribution,
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width,
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height,
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showSummary,
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}: DistributionChartProps) => {
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let shape = distribution.pointSet();
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if (shape.tag === "Ok") {
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let widthProp = width ? width - 20 : undefined;
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var result = (
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<SquiggleVegaChart
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data={{ con: shape.value.continuous, dis: shape.value.discrete }}
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width={widthProp}
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height={height}
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actions={false}
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/>
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return (
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<>
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<SquiggleVegaChart
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data={{ con: shape.value.continuous, dis: shape.value.discrete }}
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width={widthProp}
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height={height}
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actions={false}
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/>
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{showSummary ? <SummaryTable distribution={distribution} /> : <></>}
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</>
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);
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} else {
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var result = (
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return (
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<ErrorBox heading="Distribution Error">
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{distributionErrorToString(shape.value)}
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</ErrorBox>
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);
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}
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return result;
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};
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type SummaryTableProps = {
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distribution: Distribution;
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};
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const Table = styled.table``;
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const Row = styled.tr``;
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const Cell = styled.td``;
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const TableHeader = styled.th``;
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const SummaryTable: React.FC<SummaryTableProps> = ({
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distribution,
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}: SummaryTableProps) => {
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let mean = distribution.mean();
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let median = distribution.inv(0.5);
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let p5 = distribution.inv(0.05);
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let p10 = distribution.inv(0.1);
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let Q1 = distribution.inv(0.25);
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let Q3 = distribution.inv(0.75);
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let p90 = distribution.inv(0.9);
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let p95 = distribution.inv(0.95);
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let unwrapResult = (
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x: result<number, distributionError>
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): React.ReactNode => {
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if (x.tag === "Ok") {
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return (
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<span>
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{Intl.NumberFormat("en-US", { maximumSignificantDigits: 3 }).format(
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x.value
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)}
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</span>
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);
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} else {
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return (
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<ErrorBox heading="Distribution Error">
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{distributionErrorToString(x.value)}
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</ErrorBox>
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);
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}
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};
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return (
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<Table>
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<Row>
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<TableHeader>{"Mean"}</TableHeader>
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<TableHeader>{"5%"}</TableHeader>
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<TableHeader>{"10%"}</TableHeader>
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<TableHeader>{"Q1 (25%)"}</TableHeader>
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<TableHeader>{"Median (50%)"}</TableHeader>
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<TableHeader>{"Q3 (75%)"}</TableHeader>
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<TableHeader>{"90%"}</TableHeader>
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<TableHeader>{"95%"}</TableHeader>
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</Row>
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<Row>
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<Cell>{unwrapResult(mean)}</Cell>
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<Cell>{unwrapResult(p5)}</Cell>
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<Cell>{unwrapResult(p10)}</Cell>
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<Cell>{unwrapResult(Q1)}</Cell>
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<Cell>{unwrapResult(median)}</Cell>
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<Cell>{unwrapResult(Q3)}</Cell>
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<Cell>{unwrapResult(p90)}</Cell>
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<Cell>{unwrapResult(p95)}</Cell>
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</Row>
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</Table>
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);
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};
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@ -61,6 +61,7 @@ export const FunctionChart: React.FC<{
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distribution={mouseItem.value}
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width={400}
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height={140}
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showSummary={false}
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/>
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) : (
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<></>
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@ -54,12 +54,15 @@ export interface SquiggleItemProps {
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expression: squiggleExpression;
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width: number;
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height: number;
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/** Whether to show a summary of statistics for distributions */
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showSummary: boolean;
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}
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const SquiggleItem: React.FC<SquiggleItemProps> = ({
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expression,
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width,
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height,
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showSummary,
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}: SquiggleItemProps) => {
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switch (expression.tag) {
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case "number":
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@ -83,6 +86,7 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
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distribution={expression.value}
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height={height}
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width={width}
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showSummary={showSummary}
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/>
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</VariableBox>
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);
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@ -105,7 +109,12 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
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return (
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<VariableBox heading="Array">
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{expression.value.map((r) => (
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<SquiggleItem expression={r} width={width - 20} height={50} />
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<SquiggleItem
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expression={r}
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width={width - 20}
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height={50}
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showSummary={showSummary}
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/>
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))}
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</VariableBox>
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);
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@ -115,17 +124,16 @@ const SquiggleItem: React.FC<SquiggleItemProps> = ({
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{Object.entries(expression.value).map(([key, r]) => (
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<>
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<RecordKeyHeader>{key}</RecordKeyHeader>
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<SquiggleItem expression={r} width={width - 20} height={50} />
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<SquiggleItem
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expression={r}
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width={width - 20}
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height={50}
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showSummary={showSummary}
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/>
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</>
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))}
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</VariableBox>
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);
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default:
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return (
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<ErrorBox heading="No Viewer">
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{"We don't currently have a working viewer for record types."}
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</ErrorBox>
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);
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}
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};
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@ -155,6 +163,8 @@ export interface SquiggleChartProps {
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bindings?: bindings;
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/** JS imported parameters */
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jsImports?: jsImports;
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/** Whether to show a summary of the distirbution */
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showSummary?: boolean;
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}
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const ChartWrapper = styled.div`
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@ -172,6 +182,7 @@ export const SquiggleChart: React.FC<SquiggleChartProps> = ({
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bindings = defaultBindings,
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jsImports = defaultImports,
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width = NaN,
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showSummary = false,
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}: SquiggleChartProps) => {
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let samplingInputs: samplingParams = {
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sampleCount: sampleCount,
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@ -188,7 +199,12 @@ export const SquiggleChart: React.FC<SquiggleChartProps> = ({
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let expression = expressionResult.value;
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onChange(expression);
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internal = (
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<SquiggleItem expression={expression} width={width} height={height} />
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<SquiggleItem
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expression={expression}
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width={width}
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height={height}
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showSummary={showSummary}
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/>
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);
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} else {
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internal = (
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@ -11,6 +11,7 @@ export {
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makeSampleSetDist,
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errorValueToString,
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distributionErrorToString,
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distributionError,
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} from "../rescript/TypescriptInterface.gen";
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export type {
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samplingParams,
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