diff --git a/src/cli.rs b/src/cli.rs
index 483ee332e..5af74b132 100644
--- a/src/cli.rs
+++ b/src/cli.rs
@@ -323,10 +323,17 @@ pub async fn cli() -> Result<(), Box<dyn Error>> {
             whole_stream_command(Table),
             whole_stream_command(Version),
             whole_stream_command(Which),
-            #[cfg(data_processing_primitives)]
-            whole_stream_command(SplitBy),
         ]);
 
+        cfg_if::cfg_if! {
+            if #[cfg(data_processing_primitives)] {
+                context.add_commands(vec![
+                whole_stream_command(SplitBy),
+                whole_stream_command(ReduceBy),
+                ]);
+            }
+        }
+
         #[cfg(feature = "clipboard")]
         {
             context.add_commands(vec![whole_stream_command(
diff --git a/src/commands.rs b/src/commands.rs
index 7c2c18862..73a4b7244 100644
--- a/src/commands.rs
+++ b/src/commands.rs
@@ -58,8 +58,12 @@ pub(crate) mod size;
 pub(crate) mod skip_while;
 pub(crate) mod sort_by;
 
-#[cfg(data_processing_primitives)]
-pub(crate) mod split_by;
+cfg_if::cfg_if! {
+    if #[cfg(data_processing_primitives)] {
+        pub(crate) mod split_by;
+        pub(crate) mod reduce_by;
+    }
+}
 
 pub(crate) mod split_column;
 pub(crate) mod split_row;
@@ -138,8 +142,12 @@ pub(crate) use size::Size;
 pub(crate) use skip_while::SkipWhile;
 pub(crate) use sort_by::SortBy;
 
-#[cfg(data_processing_primitives)]
-pub(crate) use split_by::SplitBy;
+cfg_if::cfg_if! {
+    if #[cfg(data_processing_primitives)] {
+        pub(crate) use split_by::SplitBy;
+        pub(crate) use reduce_by::ReduceBy;
+    }
+}
 
 pub(crate) use split_column::SplitColumn;
 pub(crate) use split_row::SplitRow;
diff --git a/src/commands/reduce_by.rs b/src/commands/reduce_by.rs
new file mode 100644
index 000000000..de64caac1
--- /dev/null
+++ b/src/commands/reduce_by.rs
@@ -0,0 +1,100 @@
+use crate::commands::WholeStreamCommand;
+use crate::data::TaggedDictBuilder;
+use crate::parser::hir::SyntaxShape;
+use crate::parser::registry;
+use crate::data::base::Block;
+use crate::prelude::*;
+
+use log::trace;
+
+pub struct ReduceBy;
+
+#[derive(Deserialize)]
+pub struct ReduceByArgs {
+    calculator: Block,
+}
+
+impl WholeStreamCommand for ReduceBy {
+    fn name(&self) -> &str {
+        "reduce-by"
+    }
+
+    fn signature(&self) -> Signature {
+        Signature::build("reduce-by").required(
+            "calculator",
+            SyntaxShape::Block,
+            "The block used for calculating values",
+        )
+    }
+
+    fn usage(&self) -> &str {
+        "Crates a new table with the data from the table rows reduced by the block given."
+    }
+
+    fn run(
+        &self,
+        args: CommandArgs,
+        registry: &CommandRegistry,
+    ) -> Result<OutputStream, ShellError> {
+        args.process(registry, reduce_by)?.run()
+    }
+}
+
+pub fn reduce_by(
+    ReduceByArgs { calculator }: ReduceByArgs,
+    RunnableContext { input, name, .. }: RunnableContext,
+) -> Result<OutputStream, ShellError> {
+    let stream = async_stream! {
+        let values: Vec<Tagged<Value>> = input.values.collect().await;
+
+        trace!("{:?}", &calculator);
+
+        if values.is_empty() {
+            yield Err(ShellError::labeled_error(
+                    "Expected table from pipeline",
+                    "requires a table input",
+                    name
+                ))
+        } else {
+            match reduce(values, &calculator, name) {
+                Ok(reduced) => yield ReturnSuccess::value(reduced),
+                Err(err) => yield Err(err)
+            }
+        }
+    };
+
+    Ok(stream.to_output_stream())
+}
+
+pub fn reduce(
+    values: Vec<Tagged<Value>>,
+    calculator: &Block,
+    tag: impl Into<Tag>,
+) -> Result<Tagged<Value>, ShellError> {
+    let tag = tag.into();
+
+    let mut out = TaggedDictBuilder::new(&tag);
+
+    Ok(out.into_tagged_value())
+}
+
+#[cfg(test)]
+mod tests {
+
+    use crate::commands::reduce_by::reduce;
+    use crate::data::meta::*;
+    use crate::Value;
+    use indexmap::IndexMap;
+
+    fn string(input: impl Into<String>) -> Tagged<Value> {
+        Value::string(input.into()).tagged_unknown()
+    }
+
+    fn row(entries: IndexMap<String, Tagged<Value>>) -> Tagged<Value> {
+        Value::row(entries).tagged_unknown()
+    }
+
+    fn table(list: &Vec<Tagged<Value>>) -> Tagged<Value> {
+        Value::table(list).tagged_unknown()
+    }
+}