---
myst:
    substitutions:
        macro:
            python: 1-5,16-26,29-36,39-48
            cpp: 4-6,12-18,21-27,30-35
        bloc1:
            python: 20-22
            cpp: 13-15
        bloc2:
            python: 26,29
            cpp: 18,21
---
# Macro "**samplingLHS.{{extension}}**"

## Objective

Generate a {{doe}} of 5000 patterns, using the LHS method, with three random attributes:

1. Attribute *x1* obeys an uniform law on interval [3, 4];

2. Attribute *x2* obeys a normal law with mean value equal to 0.5 and standard deviation set to 1.5;

3. Attribute *x3* follows a triangular law on interval [1, 5] with mode 4.

## Macro {{uranie}}

{{
    "```{literalinclude} " + parent_dir +
        "/roottest/uranie/doc/sampler/use_cases/" + language + "/samplingLHS." + extension
    + "\n"
    + ":language: " + language + "\n"
    + ":lines: " + macro[language] + "\n"
    + "```"
}}
            
Laws are set for each attribute and linked to a {{tds}}:

{{
    "```{literalinclude} " + parent_dir +
        "/roottest/uranie/doc/sampler/use_cases/" + language + "/samplingLHS." + extension 
    + "\n"
    + ":language: " + language + "\n"
    + ":lines: " + bloc1[language] + "\n"
    + "```"
}}
            
The sampling is generated with the LHS method!

{{
    "```{literalinclude} " + parent_dir +
        "/roottest/uranie/doc/sampler/use_cases/" + language + "/samplingLHS." + extension 
    + "\n"
    + ":language: " + language + "\n"
    + ":lines: " + bloc2[language] + "\n"
    + "```"
}}
            
## Graph

{{
    "```{figure} " + parent_dir +
        "/roottest/build/uranie/doc/sampler/use_cases/" + language + "/lhs/samplingLHS.png\n"
    + ":align: center\n"
    + ":name: use_cases_samplingLHS\n"
    + figure_scale + "\n"
    + "\n"
    + "Graph of the macro **\"samplingLHS." + extension + "\"**" + "\n"
    + "```"
}}