# List of Generating Transformers

> Source: https://docs.synthesized.io/tdk/latest/user_guide/020_guides/generating_data/transformers
> For the complete documentation index, see [llms.txt](https://docs.synthesized.io/llms.txt).

<table class="tableblock frame-all grid-all stretch"><colgroup><col style="width: 44.4444%;"> <col style="width: 33.3333%;"> <col style="width: 22.2223%;"></colgroup><tbody><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong>Link</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong>Modes</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong>Multiple columns</strong></p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#CategoricalGeneratorParams" class="xref page">Categorical generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConditionalGeneratorParams" class="xref page">Conditional generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ContinuousGeneratorParams" class="xref page">Continuous generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#QuantileGeneratorParams" class="xref page">Quantile generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ForeignKeyGeneratorParams" class="xref page">Foreign key generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#UniqueGeneratorParams" class="xref page">Unique generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#FormattedStringGeneratorParams" class="xref page">Formatted string generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#IntSequenceGeneratorParams" class="xref page">Integers sequence generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#StringSequenceGeneratorParams" class="xref page">String sequence generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#NullGeneratorParams" class="xref page">Null generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#PersonGeneratorParams" class="xref page">Person generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#AddressGeneratorParams" class="xref page">Address generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#FinanceGeneratorParams" class="xref page">Finance generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#DateGeneratorParams" class="xref page">Date generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#UuidGeneratorParams" class="xref page">UUID generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConstantNumericGeneratorParams" class="xref page">Constant numeric generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConstantStringGeneratorParams" class="xref page">Constant string generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#DefaultValueGeneratorParams" class="xref page">Default value generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConstantDateGeneratorParams" class="xref page">Constant date generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConstantBooleanGeneratorParams" class="xref page">Constant boolean generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#LoopGeneratorParams" class="xref page">Loop generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ConstantXmlGeneratorParams" class="xref page">Constant XML generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#VoidGeneratorParams" class="xref page">Void generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ScriptingTransformerParams" class="xref page">Scripting transformer</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#ArithmeticGeneratorParams" class="xref page">Arithmetic generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-ban"></i></span>No</p></div></div></td></tr><tr><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-gear"></i></span><a href="https://docs.synthesized.io/tdk/latest/user_guide/040_reference/transformers/transformations#SieveGeneratorParams" class="xref page">Sieve generator</a></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><strong class="badge  badge-primary">GENERATION</strong>, <strong class="badge  badge-secondary">MASKING</strong></p></div></div></td><td class="tableblock halign-left valign-top"><div class="content"><div class="paragraph"><p><span class="icon"><i class="fa fa-check"></i></span>Yes</p></div></div></td></tr></tbody></table>