diff --git a/samples/q1.json b/samples/q1.json
index 99f3591..b65f900 100644
--- a/samples/q1.json
+++ b/samples/q1.json
@@ -2,9 +2,9 @@
   "hr": {
     "employees": [
       {
+        "name": "Bob Smith",
         "id": 3,
-        "title": null,
-        "name": "Bob Smith"
+        "title": null
       },
       {
         "title": "Dev Mgr",
@@ -12,9 +12,9 @@
         "name": "Susan Smith"
       },
       {
-        "id": 6,
+        "title": "Software Eng 2",
         "name": "Jane Smith",
-        "title": "Software Eng 2"
+        "id": 6
       }
     ]
   }
diff --git a/samples/q2.json b/samples/q2.json
new file mode 100644
index 0000000..3a8b14c
--- /dev/null
+++ b/samples/q2.json
@@ -0,0 +1,38 @@
+{
+  "hr": {
+    "employeesNest": [
+      {
+        "title": null,
+        "id": 3,
+        "projects": [
+          {
+            "name": "AWS Redshift Spectrum querying"
+          },
+          {
+            "name": "AWS Redshift security"
+          },
+          {
+            "name": "AWS Aurora security"
+          }
+        ],
+        "name": "Bob Smith"
+      },
+      {
+        "title": "Dev Mgr",
+        "name": "Susan Smith",
+        "id": 4,
+        "projects": []
+      },
+      {
+        "id": 6,
+        "title": "Software Eng 2",
+        "projects": [
+          {
+            "name": "AWS Redshift security"
+          }
+        ],
+        "name": "Jane Smith"
+      }
+    ]
+  }
+}
diff --git a/src/bin/main.rs b/src/bin/main.rs
index 98b5692..bf24c8f 100644
--- a/src/bin/main.rs
+++ b/src/bin/main.rs
@@ -4,10 +4,10 @@ use std::path::{Path, PathBuf};
 use regex::Regex;
 use structopt::StructOpt;
 
+use partiql::dsql_parser as sql_parser;
 use partiql::models::JsonValue;
 use partiql::pqlir_parser as parser;
-use partiql::sql::Sql;
-use partiql::sql_parser;
+use partiql::sql::run;
 
 fn read_from_stdin() -> anyhow::Result<String> {
     let mut buf = String::new();
@@ -80,38 +80,20 @@ fn main() -> anyhow::Result<()> {
 
             let sql = sql_parser::sql(&query)?;
 
-            if let Some(output) = run(sql, data) {
-                let s = match to.as_str() {
-                    "json" => {
-                        let s = serde_json::to_string(&output).unwrap();
-                        s
-                    }
-                    _ => {
-                        let s = serde_partiql::to_string(&output).unwrap();
-                        s
-                    }
-                };
-                println!("{}", s);
-            } else {
-                eprintln!("failed");
-            }
+            let output = run(sql, data);
+            let s = match to.as_str() {
+                "json" => {
+                    let s = serde_json::to_string(&output).unwrap();
+                    s
+                }
+                _ => {
+                    let s = serde_partiql::to_string(&output).unwrap();
+                    s
+                }
+            };
+            println!("{}", s);
         }
     };
 
     Ok(())
 }
-
-fn run(sql: Sql, data: JsonValue) -> Option<JsonValue> {
-    let from_clause = sql.from_clause.first().unwrap();
-    let full_path = format!("{}.{}", from_clause.source, from_clause.path);
-    let from_path = full_path.split(".").collect::<Vec<_>>();
-
-    let rows = data.get_path(&from_path).unwrap();
-
-    let field_list = sql.select_clause;
-    let data = rows.select_map(&field_list).unwrap();
-
-    let cond = sql.where_clause.unwrap();
-    let data = data.filter_map(cond).unwrap();
-    Some(data)
-}
diff --git a/src/lib/sql/eval.rs b/src/lib/sql/eval.rs
new file mode 100644
index 0000000..c07e9b7
--- /dev/null
+++ b/src/lib/sql/eval.rs
@@ -0,0 +1,46 @@
+use std::collections::HashMap;
+
+use itertools::Itertools;
+
+use crate::dsql_parser;
+use crate::models::JsonValue;
+use crate::pqlir_parser;
+use crate::sql::to_list;
+use crate::sql::Bingings;
+use crate::sql::DField;
+use crate::sql::DSql as Sql;
+use crate::sql::DWhereCond;
+use crate::sql::Dpath;
+use crate::sql_parser;
+
+pub fn run(sql: Sql, data: JsonValue) -> JsonValue {
+    let fields = sql
+        .select_clause
+        .iter()
+        .chain(sql.from_clause.iter())
+        .map(|e| e.to_owned())
+        .collect::<Vec<_>>();
+    let bindings = Bingings::from(fields.as_slice());
+
+    let select_fields = sql
+        .select_clause
+        .iter()
+        .map(|field| field.to_owned().full(&bindings))
+        .collect::<Vec<_>>();
+    let bindings_for_select = Bingings::from(select_fields.as_slice());
+
+    let value = data.select_by_fields(&select_fields).unwrap();
+    let list = to_list(value);
+
+    let filtered_list = list
+        .iter()
+        .filter_map(|value| match &sql.where_clause {
+            Some(cond) if cond.eval(&value.to_owned(), &bindings, &bindings_for_select) => {
+                Some(value.to_owned())
+            }
+            _ => None,
+        })
+        .collect::<Vec<JsonValue>>();
+
+    JsonValue::Array(filtered_list)
+}
diff --git a/src/lib/sql/mod.rs b/src/lib/sql/mod.rs
index e4bf6e2..4e444c8 100644
--- a/src/lib/sql/mod.rs
+++ b/src/lib/sql/mod.rs
@@ -3,8 +3,10 @@ use std::collections::HashMap;
 use crate::models::JsonValue;
 
 mod bingings;
+mod eval;
 mod utils;
 pub use bingings::Bingings;
+pub use eval::run;
 pub use utils::to_list;
 
 #[derive(Debug, Clone, PartialEq)]
diff --git a/tests/sql.rs b/tests/sql.rs
index a72b529..092823f 100644
--- a/tests/sql.rs
+++ b/tests/sql.rs
@@ -5,6 +5,7 @@ use itertools::Itertools;
 use partiql::dsql_parser;
 use partiql::models::JsonValue;
 use partiql::pqlir_parser;
+use partiql::sql::run;
 use partiql::sql::to_list;
 use partiql::sql::Bingings;
 use partiql::sql::DField;
@@ -13,40 +14,6 @@ use partiql::sql::DWhereCond;
 use partiql::sql::Dpath;
 use partiql::sql_parser;
 
-fn run(sql: Sql, data: JsonValue) -> JsonValue {
-    let fields = sql
-        .select_clause
-        .iter()
-        .chain(sql.from_clause.iter())
-        .map(|e| e.to_owned())
-        .collect::<Vec<_>>();
-    let bindings = Bingings::from(fields.as_slice());
-
-    let select_fields = sql
-        .select_clause
-        .iter()
-        .map(|field| field.to_owned().full(&bindings))
-        .collect::<Vec<_>>();
-    let bindings_for_select = Bingings::from(select_fields.as_slice());
-
-    let value = data.select_by_fields(&select_fields).unwrap();
-    let list = to_list(value);
-    dbg!(&list);
-    dbg!(&sql);
-
-    let filtered_list = list
-        .iter()
-        .filter_map(|value| match &sql.where_clause {
-            Some(cond) if cond.eval(&value.to_owned(), &bindings, &bindings_for_select) => {
-                Some(value.to_owned())
-            }
-            _ => None,
-        })
-        .collect::<Vec<JsonValue>>();
-
-    JsonValue::Array(filtered_list)
-}
-
 #[test]
 fn q1() -> anyhow::Result<()> {
     let sql = {