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QuaScript

Liquidity Stress Matrix

NewFree

Roll, Corwin-Schultz, Amihud and Kyle lambda percentiles on five horizons each

HFT MicrostructureOwn pane WebGPU CanvasHybridDashboardHeatmapSignalsAlerts
quascripthftwebgpuliquidityspreadamihudkyle-lambda

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Language
QuaScript
Engine
Native C++, incremental on live ticks
Rendering
WebGPU + Canvas
Placement
Own pane
Settings
3
Plots
62
Lines of code
54
Source
presets/analysis/hft/liquidity_stress_matrix.qs
Liquidity Stress Matrixengine 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

Four independent estimates of trading cost and market depth, each on five horizons, as one heatmap of percentiles: Roll's effective spread, the Corwin-Schultz high-low spread, Amihud illiquidity and Kyle's lambda (price impact). Each estimator reads a different footprint of thin liquidity, so a stress event that shows on every block (bright across the matrix) is far more reliable than any single measure. Rows are grouped by estimator, short horizons first. The line is the matrix average; marks show a liquidity squeeze (most cells extreme) and the return to normal conditions.

62
Plotted series
2
Signal marks
1
Drawings
1
Alert rules
3
Settings
43
Lines of code

What it draws

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

Series

  • Line1 visible · 61 helper
    Matrix average
  • Band fills (render.band calls)1
Legend
Matrix average

Signal marks

Liquidity squeezeLiquidity restored

Drawings and chart effects

  • Dashboard tables1 created

How it runs

From source to the live chart, for this script

  1. 1
    Compile

    The QuaScript compiler checks the 54-line script (43 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 = 0.28 (28% 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. Each bar also runs one loop (1 for). 1 persist variable keeps state (objects, counters) across bars. Helper function: heat().

  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 WebGPU, drawings on the Canvas 2D QuaScript layer.

  6. 6
    Tune

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

Rendering

Hybrid: this script draws on 2 surfaces at once

WebGPUSeries renderer

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.

In this script
  • • 62 plotted series
  • • 1 band fill call
  • • 2 signal mark types

Chosen by render = webgpu in the header.

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.

CanvasUsed

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
  • • 1 dashboard tables (QuaScript layer)

Alerts

1 alert rule declared with alert.rule

Liquidity squeeze

At least 12 of 20 liquidity cells are in their top 15%

Settings

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

Matrix
SettingTypeDefaultRange / optionsId
Percentile historyInteger30050 – 5000percentile_history
Shortest horizonInteger103 – 200shortest_horizon
Horizon multiplierInteger22 – 4horizon_multiplier

Script

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

Header

analysis "Liquidity Stress Matrix" {
    pane = hpane
    height = 0.28
    render = webgpu
}
Total lines
54
Code lines
43
Comment lines
8
Helper functions
1
Loops
1
Persistent variables
1
Higher-interval feeds
0
Engine plots
62

Built with

Statistics (stat.*)
stat.percent_rank
Microstructure kernels (hft.*)
hft.amihudhft.corwin_schultzhft.kyle_lambdahft.roll_spread
Math (math.*)
math.floormath.is_namath.maxmath.pow

Discussion

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