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QuaScript

Liquidity Cost Monitor

NewFree

Roll, Corwin-Schultz and Amihud ranked into one trading-cost score

Order FlowOwn pane CanvasBackgroundAlerts
quascriptorder-flowspreadimpactliquidity

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Language
QuaScript
Engine
Native C++, incremental on live ticks
Rendering
Canvas
Placement
Own pane
Settings
2
Plots
7
Lines of code
29
Source
presets/analysis/hft/liquidity_cost.qs
Liquidity Cost Monitorengine result
Loading the engine result…
quatick-charts · QuaScript engine on synthetic 1-minute bars · drag to pan · scroll to zoom · Run executes the script on the engine (⌘/Ctrl+Enter while editing)

About

How expensive it is to trade right now. Three spread and impact estimators from bars only (Roll, Corwin-Schultz and Amihud illiquidity) are normalised to their own percentile over a long window and averaged into a cost score drawn as a heat histogram. A high score means wide effective spreads and large price impact per unit of volume.

7
Plotted series
0
Signal marks
0
Drawings
1
Alert rules
2
Settings
23
Lines of code

What it draws

Own pane · counted from the engine's plot table and the script's draw calls

Series

  • Line3
    Roll spread rankCorwin-Schultz rankAmihud rank
  • Level2
    ExpensiveCheap
  • Histogram1
    Cost score
  • Spline1
    Trend
  • Horizontal levels2
Legend
Cost score Roll spread rank Corwin-Schultz rank Amihud rank Trend Expensive

Signal marks

No bar marks.

Drawings and chart effects

  • Background shading

How it runs

From source to the live chart, for this script

  1. 1
    Compile

    The QuaScript compiler checks the 29-line script (23 lines of code) and lowers it for the native C++ engine. Compile errors point at the exact line and column.

  2. 2
    Place

    The header sets pane = hpane with height = 0.24 (24% of the chart), so the output gets its own pane under the price with its own scale.

  3. 3
    Compute

    The script runs once per bar, oldest to newest.

  4. 4
    Stay live

    On the terminal the script keeps one live engine session: a tick rolls the forming bar back to its checkpoint and re-executes only that bar, and new bars are appended, so history is never rerun while the market moves. The live result is identical to a full run.

  5. 5
    Render

    The results are handed to the chart: series on Canvas.

  6. 6
    Tune

    2 settings in 1 group appear in the chart's settings dialog. Changing one reruns the engine with the new value.

Rendering

This script draws on Canvas

WebGPUNot used

The browser's modern GPU API. The chart uploads every line, band and mark of the script as GPU buffers and draws them in one pass, so dense heatmaps and dozens of series stay smooth while you pan and zoom. Without WebGPU support the chart's GPU layer falls back to WebGL 2, then Canvas 2D.

WebGLNot used

GPU drawing through WebGL 2, available in every current browser. Used for chart-native profiles and for series that ask for it with backend = "webgl". Fast for large numbers of bars and wide fills.

CanvasSeries renderer

The browser's 2D drawing API. Text-heavy and object-style output (dashboard tables, zones, tags, segments), candle colors and backgrounds are painted by the QuaScript layer, a Canvas 2D surface over the chart. Series use Canvas when the script's header does not ask for a GPU.

In this script
  • • 7 plotted series
  • • 2 levels
  • • background shading (QuaScript layer)

Alerts

1 alert rule declared with alert.rule

Liquidity drying up

Spread and impact estimators are in their top 15%

Settings

2 settings, grouped as in the chart's settings dialog

General
SettingTypeDefaultRange / optionsId
Estimator lengthInteger205 – 200estimator_length
Percentile windowInteger50050 – 5000percentile_window

Script

packages/quascript/presets/analysis/hft/liquidity_cost.qs

Header

analysis "Liquidity Cost Monitor" {
    pane = hpane
    height = 0.24
}
Total lines
29
Code lines
23
Comment lines
4
Helper functions
0
Loops
0
Persistent variables
0
Higher-interval feeds
0
Engine plots
7

Built with

Technical analysis (ta.*)
ta.ema
Statistics (stat.*)
stat.percent_rank
Microstructure kernels (hft.*)
hft.amihudhft.corwin_schultzhft.roll_spread
Math (math.*)
math.coalesce

Discussion

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