PSTestableData

1.0.0

en-US/PSTestableData-help.xml

<?xml version="1.0" encoding="utf-8"?>
<helpItems schema="maml" xmlns="http://msh">
  <command:command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10" xmlns:MSHelp="http://msdn.microsoft.com/mshelp">
    <command:details>
      <command:name>ConvertTo-TestableData</command:name>
      <command:verb>ConvertTo</command:verb>
      <command:noun>TestableData</command:noun>
      <maml:description>
        <maml:para>Converts JSON or YAML data to PowerShell objects and writes them to a .ps1 file for dot-sourcing.</maml:para>
      </maml:description>
    </command:details>
    <maml:description>
      <maml:para>This function takes JSON or YAML input as a string, converts it to PowerShell objects (hashtables/PSCustomObjects), and writes the converted data to a PowerShell script file that can be dot-sourced. The output file will contain two variables based on the Name parameter.</maml:para>
    </maml:description>
    <command:syntax>
      <command:syntaxItem>
        <maml:name>ConvertTo-TestableData</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Name</maml:name>
          <maml:description>
            <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Path</maml:name>
          <maml:description>
            <maml:para>The file path where the .ps1 file will be written.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>From</maml:name>
          <maml:description>
            <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Anonymize</maml:name>
          <maml:description>
            <maml:para>When specified, anonymizes sensitive data in the output by replacing strings, numbers, and dates with randomized but consistent values.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsPSCustomObject</maml:name>
          <maml:description>
            <maml:para>Converts the input data to PSCustomObject format in the output.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Force</maml:name>
          <maml:description>
            <maml:para>Overwrites the output file if it already exists.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Append</maml:name>
          <maml:description>
            <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
      <command:syntaxItem>
        <maml:name>ConvertTo-TestableData</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Name</maml:name>
          <maml:description>
            <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Path</maml:name>
          <maml:description>
            <maml:para>The file path where the .ps1 file will be written.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>From</maml:name>
          <maml:description>
            <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Anonymize</maml:name>
          <maml:description>
            <maml:para>When specified, anonymizes sensitive data in the output by replacing strings, numbers, and dates with randomized but consistent values.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsHashtable</maml:name>
          <maml:description>
            <maml:para>Converts the input data to hashtable format in the output.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Force</maml:name>
          <maml:description>
            <maml:para>Overwrites the output file if it already exists.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Append</maml:name>
          <maml:description>
            <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
      <command:syntaxItem>
        <maml:name>ConvertTo-TestableData</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Name</maml:name>
          <maml:description>
            <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Path</maml:name>
          <maml:description>
            <maml:para>The file path where the .ps1 file will be written.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>From</maml:name>
          <maml:description>
            <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Anonymize</maml:name>
          <maml:description>
            <maml:para>When specified, anonymizes sensitive data in the output by replacing strings, numbers, and dates with randomized but consistent values.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Force</maml:name>
          <maml:description>
            <maml:para>Overwrites the output file if it already exists.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Append</maml:name>
          <maml:description>
            <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
      <command:syntaxItem>
        <maml:name>ConvertTo-TestableData</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Name</maml:name>
          <maml:description>
            <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Path</maml:name>
          <maml:description>
            <maml:para>The file path where the .ps1 file will be written.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>From</maml:name>
          <maml:description>
            <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsHashtable</maml:name>
          <maml:description>
            <maml:para>Converts the input data to hashtable format in the output.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Force</maml:name>
          <maml:description>
            <maml:para>Overwrites the output file if it already exists.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Append</maml:name>
          <maml:description>
            <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
      <command:syntaxItem>
        <maml:name>ConvertTo-TestableData</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Name</maml:name>
          <maml:description>
            <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Path</maml:name>
          <maml:description>
            <maml:para>The file path where the .ps1 file will be written.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>From</maml:name>
          <maml:description>
            <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsPSCustomObject</maml:name>
          <maml:description>
            <maml:para>Converts the input data to PSCustomObject format in the output.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Force</maml:name>
          <maml:description>
            <maml:para>Overwrites the output file if it already exists.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Append</maml:name>
          <maml:description>
            <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
    </command:syntax>
    <command:parameters>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
        <maml:name>InputObject</maml:name>
        <maml:description>
          <maml:para>The raw JSON or YAML data as a string to be converted.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Name</maml:name>
        <maml:description>
          <maml:para>The base name used to define the variable in the output file. Creates variable: $Name</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Path</maml:name>
        <maml:description>
          <maml:para>The file path where the .ps1 file will be written.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>From</maml:name>
        <maml:description>
          <maml:para>Specifies the input format of the data. Valid values are 'json' or 'yaml'.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Anonymize</maml:name>
        <maml:description>
          <maml:para>When specified, anonymizes sensitive data in the output by replacing strings, numbers, and dates with randomized but consistent values.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>AsHashtable</maml:name>
        <maml:description>
          <maml:para>Converts the input data to hashtable format in the output.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>AsPSCustomObject</maml:name>
        <maml:description>
          <maml:para>Converts the input data to PSCustomObject format in the output.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Force</maml:name>
        <maml:description>
          <maml:para>Overwrites the output file if it already exists.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Append</maml:name>
        <maml:description>
          <maml:para>Appends the output to the existing file instead of overwriting it.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
        <maml:name>ProgressAction</maml:name>
        <maml:description>
          <maml:para>{{ Fill ProgressAction Description }}</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
        <dev:type>
          <maml:name>ActionPreference</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
    </command:parameters>
    <command:inputTypes />
    <command:returnValues />
    <maml:alertSet>
      <maml:alert>
        <maml:para></maml:para>
      </maml:alert>
    </maml:alertSet>
    <command:examples>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 1 --------------------------</maml:title>
        <dev:code>$jsonData = '{"users": [{"name": "John", "age": 30}, {"name": "Jane", "age": 25}]}'
ConvertTo-TestableData -InputObject $jsonData -Name "TestUsers" -Path "C:\temp\TestUsers.ps1" -From json</dev:code>
        <dev:remarks>
          <maml:para>This example converts a JSON string containing an array of user objects into a PowerShell script file. The output file will contain variables $TestUsers (the original JSON string) and $TestUsersObject (the converted PowerShell object), which can be dot-sourced for testing purposes.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 2 --------------------------</maml:title>
        <dev:code>$yamlData = @"
database:
  host: localhost
  port: 5432
  name: testdb
"@
ConvertTo-TestableData -InputObject $yamlData -Name "DatabaseConfig" -Path "C:\temp\DatabaseConfig.ps1" -From yaml</dev:code>
        <dev:remarks>
          <maml:para>This example converts a YAML string defining database configuration into a PowerShell script file. The resulting file will have $DatabaseConfig (original YAML) and $DatabaseConfigObject (converted PowerShell hashtable), allowing for easy testing of database-related code.</maml:para>
        </dev:remarks>
      </command:example>
    </command:examples>
    <command:relatedLinks />
  </command:command>
  <command:command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10" xmlns:MSHelp="http://msdn.microsoft.com/mshelp">
    <command:details>
      <command:name>New-ConfigurationFromSample</command:name>
      <command:verb>New</command:verb>
      <command:noun>ConfigurationFromSample</command:noun>
      <maml:description>
        <maml:para>Analyzes an object and creates a configuration template for data generation.</maml:para>
      </maml:description>
    </command:details>
    <maml:description>
      <maml:para>This function takes a sample object and generates a configuration structure that can be used to control how data is generated by data generation functions. The configuration maps every field in the object with an Action property that determines how the field should be handled: Preserve (keep original), Anonymize (scramble while preserving format), or Randomize (generate new random value).</maml:para>
      <maml:para>The output configuration is designed to be easily edited by users to customize how each field should be handled during data generation.</maml:para>
    </maml:description>
    <command:syntax>
      <command:syntaxItem>
        <maml:name>New-ConfigurationFromSample</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="1" aliases="none">
          <maml:name>SampleObject</maml:name>
          <maml:description>
            <maml:para>The sample object to analyze and create a configuration from. Can be hashtables, PSCustomObjects, arrays, or any structured data.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
          <dev:type>
            <maml:name>Object</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="2" aliases="none">
          <maml:name>DefaultAction</maml:name>
          <maml:description>
            <maml:para>Default action for all fields. Valid values: 'Preserve', 'Anonymize', 'Randomize'. Default is 'Preserve'.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>Preserve</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="3" aliases="none">
          <maml:name>DefaultArrayCount</maml:name>
          <maml:description>
            <maml:para>Default number of items to generate for arrays. Default is 3.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>3</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="4" aliases="none">
          <maml:name>AnonymizePatterns</maml:name>
          <maml:description>
            <maml:para>Array of field path patterns that should default to Action = 'Anonymize'. Supports wildcards. Examples: 'password', 'email', '*.secret'</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String[]</command:parameterValue>
          <dev:type>
            <maml:name>String[]</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>@()</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="5" aliases="none">
          <maml:name>MaxDepth</maml:name>
          <maml:description>
            <maml:para>Maximum depth for recursion when analyzing nested structures. Default is 10.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>10</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="6" aliases="none">
          <maml:name>OutputPath</maml:name>
          <maml:description>
            <maml:para>Path to save the configuration as a PowerShell script file (.ps1) that can be dot-sourced later. The file will contain a $Config variable with the configuration hashtable that can be easily edited and reused.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>PassThru</maml:name>
          <maml:description>
            <maml:para>When used with OutputPath, returns the configuration object in addition to saving it to a file. Without this switch, only the file path is returned when OutputPath is specified.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
    </command:syntax>
    <command:parameters>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="1" aliases="none">
        <maml:name>SampleObject</maml:name>
        <maml:description>
          <maml:para>The sample object to analyze and create a configuration from. Can be hashtables, PSCustomObjects, arrays, or any structured data.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
        <dev:type>
          <maml:name>Object</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="2" aliases="none">
        <maml:name>DefaultAction</maml:name>
        <maml:description>
          <maml:para>Default action for all fields. Valid values: 'Preserve', 'Anonymize', 'Randomize'. Default is 'Preserve'.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>Preserve</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="3" aliases="none">
        <maml:name>DefaultArrayCount</maml:name>
        <maml:description>
          <maml:para>Default number of items to generate for arrays. Default is 3.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
        <dev:type>
          <maml:name>Int32</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>3</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="4" aliases="none">
        <maml:name>AnonymizePatterns</maml:name>
        <maml:description>
          <maml:para>Array of field path patterns that should default to Action = 'Anonymize'. Supports wildcards. Examples: 'password', 'email', '*.secret'</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String[]</command:parameterValue>
        <dev:type>
          <maml:name>String[]</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>@()</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="5" aliases="none">
        <maml:name>MaxDepth</maml:name>
        <maml:description>
          <maml:para>Maximum depth for recursion when analyzing nested structures. Default is 10.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
        <dev:type>
          <maml:name>Int32</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>10</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="6" aliases="none">
        <maml:name>OutputPath</maml:name>
        <maml:description>
          <maml:para>Path to save the configuration as a PowerShell script file (.ps1) that can be dot-sourced later. The file will contain a $Config variable with the configuration hashtable that can be easily edited and reused.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>PassThru</maml:name>
        <maml:description>
          <maml:para>When used with OutputPath, returns the configuration object in addition to saving it to a file. Without this switch, only the file path is returned when OutputPath is specified.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
        <maml:name>ProgressAction</maml:name>
        <maml:description>
          <maml:para>{{ Fill ProgressAction Description }}</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
        <dev:type>
          <maml:name>ActionPreference</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
    </command:parameters>
    <command:inputTypes />
    <command:returnValues>
      <command:returnValue>
        <dev:type>
          <maml:name>[hashtable] - Configuration structure with field options</maml:name>
        </dev:type>
        <maml:description>
          <maml:para></maml:para>
        </maml:description>
      </command:returnValue>
    </command:returnValues>
    <maml:alertSet>
      <maml:alert>
        <maml:para></maml:para>
      </maml:alert>
    </maml:alertSet>
    <command:examples>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 1 --------------------------</maml:title>
        <dev:code>$sample = @{
    name = "John Doe"
    age = 30
    items = @("item1", "item2")
}
$config = New-ConfigurationFromSample -SampleObject $sample</dev:code>
        <dev:remarks>
          <maml:para>Generates a configuration template for the sample object.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 2 --------------------------</maml:title>
        <dev:code>$yamlData = ConvertFrom-Yaml $yamlString
$config = New-ConfigurationFromSample -SampleObject $yamlData -DefaultAction 'Anonymize' -AnonymizePatterns @('*.uid', '*.secret')</dev:code>
        <dev:remarks>
          <maml:para>Generates a configuration with all fields defaulting to Anonymize action, with specific patterns for sensitive fields.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 3 --------------------------</maml:title>
        <dev:code>$sample | New-ConfigurationFromSample -OutputPath '.\config.ps1'</dev:code>
        <dev:remarks>
          <maml:para>Saves the configuration to a file. Later you can load it with: . .\config.ps1 The configuration is available in the $Config variable.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 4 --------------------------</maml:title>
        <dev:code>$config = $sample | New-ConfigurationFromSample -OutputPath '.\config.ps1' -PassThru</dev:code>
        <dev:remarks>
          <maml:para>Saves the configuration to a file and also returns it to the pipeline.</maml:para>
        </dev:remarks>
      </command:example>
    </command:examples>
    <command:relatedLinks />
  </command:command>
  <command:command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10" xmlns:MSHelp="http://msdn.microsoft.com/mshelp">
    <command:details>
      <command:name>New-DataFromConfiguration</command:name>
      <command:verb>New</command:verb>
      <command:noun>DataFromConfiguration</command:noun>
      <maml:description>
        <maml:para>Generates new data based on a configuration file and optional seed data.</maml:para>
      </maml:description>
    </command:details>
    <maml:description>
      <maml:para>This function uses a configuration file (created by New-ConfigurationFromSample) to generate test data. The configuration controls how each field is handled (Preserve, Anonymize, or Randomize), field types, and array sizes. Optionally, seed data can be provided to sample values from when preserving or anonymizing fields.</maml:para>
    </maml:description>
    <command:syntax>
      <command:syntaxItem>
        <maml:name>New-DataFromConfiguration</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>ConfigPath</maml:name>
          <maml:description>
            <maml:para>Path to the configuration file (.ps1) created by New-ConfigurationFromSample. The file will be dot-sourced to load the configuration.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
          <dev:type>
            <maml:name>String</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>SeedData</maml:name>
          <maml:description>
            <maml:para>Seed data to use as a source for preserved or anonymized values. This parameter accepts pipeline input, allowing you to pipe actual data directly.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
          <dev:type>
            <maml:name>Object</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Count</maml:name>
          <maml:description>
            <maml:para>The number of data items to generate. Default is 1.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>1</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsJson</maml:name>
          <maml:description>
            <maml:para>Return the generated data as JSON string.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsYaml</maml:name>
          <maml:description>
            <maml:para>Return the generated data as YAML string (requires powershell-yaml module).</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
      <command:syntaxItem>
        <maml:name>New-DataFromConfiguration</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Config</maml:name>
          <maml:description>
            <maml:para>Configuration hashtable directly (alternative to ConfigPath). Use this when you want to pass the configuration object directly without saving to a file.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Hashtable</command:parameterValue>
          <dev:type>
            <maml:name>Hashtable</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
          <maml:name>SeedData</maml:name>
          <maml:description>
            <maml:para>Seed data to use as a source for preserved or anonymized values. This parameter accepts pipeline input, allowing you to pipe actual data directly.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
          <dev:type>
            <maml:name>Object</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Count</maml:name>
          <maml:description>
            <maml:para>The number of data items to generate. Default is 1.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>1</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsJson</maml:name>
          <maml:description>
            <maml:para>Return the generated data as JSON string.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>AsYaml</maml:name>
          <maml:description>
            <maml:para>Return the generated data as YAML string (requires powershell-yaml module).</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
    </command:syntax>
    <command:parameters>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>ConfigPath</maml:name>
        <maml:description>
          <maml:para>Path to the configuration file (.ps1) created by New-ConfigurationFromSample. The file will be dot-sourced to load the configuration.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String</command:parameterValue>
        <dev:type>
          <maml:name>String</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Config</maml:name>
        <maml:description>
          <maml:para>Configuration hashtable directly (alternative to ConfigPath). Use this when you want to pass the configuration object directly without saving to a file.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Hashtable</command:parameterValue>
        <dev:type>
          <maml:name>Hashtable</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="named" aliases="none">
        <maml:name>SeedData</maml:name>
        <maml:description>
          <maml:para>Seed data to use as a source for preserved or anonymized values. This parameter accepts pipeline input, allowing you to pipe actual data directly.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
        <dev:type>
          <maml:name>Object</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Count</maml:name>
        <maml:description>
          <maml:para>The number of data items to generate. Default is 1.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
        <dev:type>
          <maml:name>Int32</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>1</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>AsJson</maml:name>
        <maml:description>
          <maml:para>Return the generated data as JSON string.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>AsYaml</maml:name>
        <maml:description>
          <maml:para>Return the generated data as YAML string (requires powershell-yaml module).</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
        <maml:name>ProgressAction</maml:name>
        <maml:description>
          <maml:para>{{ Fill ProgressAction Description }}</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
        <dev:type>
          <maml:name>ActionPreference</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
    </command:parameters>
    <command:inputTypes />
    <command:returnValues>
      <command:returnValue>
        <dev:type>
          <maml:name>[object] - New data following the configuration pattern</maml:name>
        </dev:type>
        <maml:description>
          <maml:para></maml:para>
        </maml:description>
      </command:returnValue>
      <command:returnValue>
        <dev:type>
          <maml:name>[string] - JSON or YAML string if AsJson or AsYaml is specified</maml:name>
        </dev:type>
        <maml:description>
          <maml:para></maml:para>
        </maml:description>
      </command:returnValue>
    </command:returnValues>
    <maml:alertSet>
      <maml:alert>
        <maml:para></maml:para>
      </maml:alert>
    </maml:alertSet>
    <command:examples>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 1 --------------------------</maml:title>
        <dev:code># Generate multiple items with seed data from pipeline
$actualData | New-DataFromConfiguration -ConfigPath '.\config.ps1' -Count 5</dev:code>
        <dev:remarks>
          <maml:para>Pipes actual data as seed and generates 5 new items using it as source for preserved/anonymized values.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 2 --------------------------</maml:title>
        <dev:code># Generate and output as JSON
$seed | New-DataFromConfiguration -ConfigPath '.\config.ps1' -AsJson</dev:code>
        <dev:remarks>
          <maml:para>Pipes seed data and returns generated data as a JSON string.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 3 --------------------------</maml:title>
        <dev:code># Use configuration hashtable directly
$config = New-ConfigurationFromSample -SampleObject $sample
$data = New-DataFromConfiguration -Config $config -SeedData $sample</dev:code>
        <dev:remarks>
          <maml:para>Generates data using a configuration hashtable without saving to file.</maml:para>
        </dev:remarks>
      </command:example>
    </command:examples>
    <command:relatedLinks />
  </command:command>
  <command:command xmlns:maml="http://schemas.microsoft.com/maml/2004/10" xmlns:command="http://schemas.microsoft.com/maml/dev/command/2004/10" xmlns:dev="http://schemas.microsoft.com/maml/dev/2004/10" xmlns:MSHelp="http://msdn.microsoft.com/mshelp">
    <command:details>
      <command:name>New-StructuredDataFromSample</command:name>
      <command:verb>New</command:verb>
      <command:noun>StructuredDataFromSample</command:noun>
      <maml:description>
        <maml:para>Analyzes structured data and generates new data following the same patterns and structure.</maml:para>
      </maml:description>
    </command:details>
    <maml:description>
      <maml:para>This function takes structured data (hashtables, arrays, PSCustomObjects) and analyzes their patterns to generate new data that follows the same structure. It can create realistic test data by examining existing data patterns including field types, array sizes, nested structures, and value formats.</maml:para>
    </maml:description>
    <command:syntax>
      <command:syntaxItem>
        <maml:name>New-StructuredDataFromSample</maml:name>
        <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="1" aliases="none">
          <maml:name>InputObject</maml:name>
          <maml:description>
            <maml:para>The structured data to analyze and use as a template for generating new data.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
          <dev:type>
            <maml:name>Object</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="2" aliases="none">
          <maml:name>Count</maml:name>
          <maml:description>
            <maml:para>The number of new data items to generate. Default is 1.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>1</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="3" aliases="none">
          <maml:name>MaxArrayItems</maml:name>
          <maml:description>
            <maml:para>The maximum number of items to generate for arrays. Default is 5.</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
          <dev:type>
            <maml:name>Int32</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>5</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="4" aliases="none">
          <maml:name>PreserveFields</maml:name>
          <maml:description>
            <maml:para>Array of field name patterns that should not be anonymized. Supports wildcards. Examples: 'apiVersion', 'kind', ' .phase', 'metadata.labels. '</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">String[]</command:parameterValue>
          <dev:type>
            <maml:name>String[]</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>@()</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>Anonymize</maml:name>
          <maml:description>
            <maml:para>Whether to anonymize the generated data values while preserving structure.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
          <maml:name>UseKubernetesPresets</maml:name>
          <maml:description>
            <maml:para>When enabled, automatically preserves common Kubernetes system fields like apiVersion, kind, phase, etc.</maml:para>
          </maml:description>
          <dev:type>
            <maml:name>SwitchParameter</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>False</dev:defaultValue>
        </command:parameter>
        <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
          <maml:name>ProgressAction</maml:name>
          <maml:description>
            <maml:para>{{ Fill ProgressAction Description }}</maml:para>
          </maml:description>
          <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
          <dev:type>
            <maml:name>ActionPreference</maml:name>
            <maml:uri />
          </dev:type>
          <dev:defaultValue>None</dev:defaultValue>
        </command:parameter>
      </command:syntaxItem>
    </command:syntax>
    <command:parameters>
      <command:parameter required="true" variableLength="true" globbing="false" pipelineInput="True (ByValue)" position="1" aliases="none">
        <maml:name>InputObject</maml:name>
        <maml:description>
          <maml:para>The structured data to analyze and use as a template for generating new data.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Object</command:parameterValue>
        <dev:type>
          <maml:name>Object</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="2" aliases="none">
        <maml:name>Count</maml:name>
        <maml:description>
          <maml:para>The number of new data items to generate. Default is 1.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
        <dev:type>
          <maml:name>Int32</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>1</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="3" aliases="none">
        <maml:name>MaxArrayItems</maml:name>
        <maml:description>
          <maml:para>The maximum number of items to generate for arrays. Default is 5.</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">Int32</command:parameterValue>
        <dev:type>
          <maml:name>Int32</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>5</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>Anonymize</maml:name>
        <maml:description>
          <maml:para>Whether to anonymize the generated data values while preserving structure.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="4" aliases="none">
        <maml:name>PreserveFields</maml:name>
        <maml:description>
          <maml:para>Array of field name patterns that should not be anonymized. Supports wildcards. Examples: 'apiVersion', 'kind', ' .phase', 'metadata.labels. '</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">String[]</command:parameterValue>
        <dev:type>
          <maml:name>String[]</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>@()</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="none">
        <maml:name>UseKubernetesPresets</maml:name>
        <maml:description>
          <maml:para>When enabled, automatically preserves common Kubernetes system fields like apiVersion, kind, phase, etc.</maml:para>
        </maml:description>
        <command:parameterValue required="false" variableLength="false">SwitchParameter</command:parameterValue>
        <dev:type>
          <maml:name>SwitchParameter</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>False</dev:defaultValue>
      </command:parameter>
      <command:parameter required="false" variableLength="true" globbing="false" pipelineInput="False" position="named" aliases="proga">
        <maml:name>ProgressAction</maml:name>
        <maml:description>
          <maml:para>{{ Fill ProgressAction Description }}</maml:para>
        </maml:description>
        <command:parameterValue required="true" variableLength="false">ActionPreference</command:parameterValue>
        <dev:type>
          <maml:name>ActionPreference</maml:name>
          <maml:uri />
        </dev:type>
        <dev:defaultValue>None</dev:defaultValue>
      </command:parameter>
    </command:parameters>
    <command:inputTypes />
    <command:returnValues>
      <command:returnValue>
        <dev:type>
          <maml:name>[object] - New structured data following the input pattern</maml:name>
        </dev:type>
        <maml:description>
          <maml:para></maml:para>
        </maml:description>
      </command:returnValue>
    </command:returnValues>
    <maml:alertSet>
      <maml:alert>
        <maml:para></maml:para>
      </maml:alert>
    </maml:alertSet>
    <command:examples>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 1 --------------------------</maml:title>
        <dev:code>$sample = @{
    name = "John Doe"
    age = 30
    items = @("item1", "item2")
}
New-StructuredDataFromSample -InputObject $sample</dev:code>
        <dev:remarks>
          <maml:para>Generates a new hashtable with the same structure but different values.</maml:para>
        </dev:remarks>
      </command:example>
      <command:example>
        <maml:title>-------------------------- EXAMPLE 2 --------------------------</maml:title>
        <dev:code>$yamlData = ConvertFrom-Yaml $yamlString
New-StructuredDataFromSample -InputObject $yamlData -Count 3</dev:code>
        <dev:remarks>
          <maml:para>Generates 3 new data structures based on the YAML input pattern.</maml:para>
        </dev:remarks>
      </command:example>
    </command:examples>
    <command:relatedLinks />
  </command:command>
</helpItems>