diff --git a/crates/proof-of-sql-parser/src/intermediate_ast_tests.rs b/crates/proof-of-sql-parser/src/intermediate_ast_tests.rs
index fceeb33e..dbb6805c 100644
--- a/crates/proof-of-sql-parser/src/intermediate_ast_tests.rs
+++ b/crates/proof-of-sql-parser/src/intermediate_ast_tests.rs
@@ -5,7 +5,11 @@ use crate::{
     utility::*,
     SelectStatement,
 };
-use alloc::{borrow::ToOwned, string::{String, ToString}, vec};
+use alloc::{
+    borrow::ToOwned,
+    string::{String, ToString},
+    vec,
+};
 
 // Sting parser tests
 #[test]
diff --git a/crates/proof-of-sql/examples/hello_world/main.rs b/crates/proof-of-sql/examples/hello_world/main.rs
index ce306418..26d02570 100644
--- a/crates/proof-of-sql/examples/hello_world/main.rs
+++ b/crates/proof-of-sql/examples/hello_world/main.rs
@@ -2,7 +2,10 @@
 
 use blitzar::{compute::init_backend, proof::InnerProductProof};
 use proof_of_sql::{
-    base::database::{owned_table_utility::{bigint, owned_table, varchar}, OwnedTableTestAccessor, TestAccessor},
+    base::database::{
+        owned_table_utility::{bigint, owned_table, varchar},
+        OwnedTableTestAccessor, TestAccessor,
+    },
     sql::{parse::QueryExpr, proof::QueryProof},
 };
 use std::{
diff --git a/crates/proof-of-sql/src/base/database/owned_column_operation.rs b/crates/proof-of-sql/src/base/database/owned_column_operation.rs
index 20db3c57..1fba3f1d 100644
--- a/crates/proof-of-sql/src/base/database/owned_column_operation.rs
+++ b/crates/proof-of-sql/src/base/database/owned_column_operation.rs
@@ -1,6 +1,18 @@
 use super::{ColumnOperationError, ColumnOperationResult};
 use crate::base::{
-    database::{column_operation::{eq_decimal_columns, ge_decimal_columns, le_decimal_columns, slice_and, slice_eq, slice_eq_with_casting, slice_ge, slice_ge_with_casting, slice_le, slice_le_with_casting, slice_not, slice_or, try_add_decimal_columns, try_add_slices, try_add_slices_with_casting, try_divide_decimal_columns, try_divide_slices, try_divide_slices_left_upcast, try_divide_slices_right_upcast, try_multiply_decimal_columns, try_multiply_slices, try_multiply_slices_with_casting, try_subtract_decimal_columns, try_subtract_slices, try_subtract_slices_left_upcast, try_subtract_slices_right_upcast}, OwnedColumn},
+    database::{
+        column_operation::{
+            eq_decimal_columns, ge_decimal_columns, le_decimal_columns, slice_and, slice_eq,
+            slice_eq_with_casting, slice_ge, slice_ge_with_casting, slice_le,
+            slice_le_with_casting, slice_not, slice_or, try_add_decimal_columns, try_add_slices,
+            try_add_slices_with_casting, try_divide_decimal_columns, try_divide_slices,
+            try_divide_slices_left_upcast, try_divide_slices_right_upcast,
+            try_multiply_decimal_columns, try_multiply_slices, try_multiply_slices_with_casting,
+            try_subtract_decimal_columns, try_subtract_slices, try_subtract_slices_left_upcast,
+            try_subtract_slices_right_upcast,
+        },
+        OwnedColumn,
+    },
     scalar::Scalar,
 };
 use core::ops::{Add, Div, Mul, Sub};
diff --git a/crates/proof-of-sql/src/proof_primitive/dory/extended_dory_reduce.rs b/crates/proof-of-sql/src/proof_primitive/dory/extended_dory_reduce.rs
index e1a2bf08..49d6fa09 100644
--- a/crates/proof-of-sql/src/proof_primitive/dory/extended_dory_reduce.rs
+++ b/crates/proof-of-sql/src/proof_primitive/dory/extended_dory_reduce.rs
@@ -1,6 +1,12 @@
 use super::{
-    dory_reduce_helper::{dory_reduce_prove_compute_Cs, dory_reduce_prove_compute_Ds, dory_reduce_prove_fold_v_vecs, dory_reduce_prove_mutate_v_vecs, dory_reduce_verify_update_C, dory_reduce_verify_update_Ds},
-    extended_dory_reduce_helper::{extended_dory_reduce_prove_compute_E_betas, extended_dory_reduce_prove_compute_signed_Es, extended_dory_reduce_prove_fold_s_vecs, extended_dory_reduce_verify_update_Es},
+    dory_reduce_helper::{
+        dory_reduce_prove_compute_Cs, dory_reduce_prove_compute_Ds, dory_reduce_prove_fold_v_vecs,
+        dory_reduce_prove_mutate_v_vecs, dory_reduce_verify_update_C, dory_reduce_verify_update_Ds,
+    },
+    extended_dory_reduce_helper::{
+        extended_dory_reduce_prove_compute_E_betas, extended_dory_reduce_prove_compute_signed_Es,
+        extended_dory_reduce_prove_fold_s_vecs, extended_dory_reduce_verify_update_Es,
+    },
     extended_state::{ExtendedProverState, ExtendedVerifierState},
     DoryMessages, ProverSetup, VerifierSetup,
 };
diff --git a/crates/proof-of-sql/src/sql/proof_exprs/mod.rs b/crates/proof-of-sql/src/sql/proof_exprs/mod.rs
index 2dd016a6..d2b8c3f2 100644
--- a/crates/proof-of-sql/src/sql/proof_exprs/mod.rs
+++ b/crates/proof-of-sql/src/sql/proof_exprs/mod.rs
@@ -21,7 +21,10 @@ use multiply_expr::MultiplyExpr;
 mod multiply_expr_test;
 
 mod bitwise_verification;
-use bitwise_verification::{is_within_acceptable_range, verify_constant_abs_decomposition, verify_constant_sign_decomposition};
+use bitwise_verification::{
+    is_within_acceptable_range, verify_constant_abs_decomposition,
+    verify_constant_sign_decomposition,
+};
 #[cfg(test)]
 mod bitwise_verification_test;
 
@@ -44,7 +47,7 @@ use inequality_expr::InequalityExpr;
 mod inequality_expr_test;
 
 mod or_expr;
-use or_expr::{OrExpr, count_or, prover_evaluate_or, result_evaluate_or, verifier_evaluate_or};
+use or_expr::{count_or, prover_evaluate_or, result_evaluate_or, verifier_evaluate_or, OrExpr};
 #[cfg(all(test, feature = "blitzar"))]
 mod or_expr_test;
 
@@ -62,7 +65,10 @@ pub(crate) use numerical_util::{
 };
 
 mod equals_expr;
-use equals_expr::{EqualsExpr, count_equals_zero, prover_evaluate_equals_zero, result_evaluate_equals_zero, verifier_evaluate_equals_zero};
+use equals_expr::{
+    count_equals_zero, prover_evaluate_equals_zero, result_evaluate_equals_zero,
+    verifier_evaluate_equals_zero, EqualsExpr,
+};
 #[cfg(all(test, feature = "blitzar"))]
 mod equals_expr_test;
 
diff --git a/crates/proof-of-sql/src/sql/proof_plans/filter_exec.rs b/crates/proof-of-sql/src/sql/proof_plans/filter_exec.rs
index 553a276b..c1c18c00 100644
--- a/crates/proof-of-sql/src/sql/proof_plans/filter_exec.rs
+++ b/crates/proof-of-sql/src/sql/proof_plans/filter_exec.rs
@@ -241,9 +241,9 @@ fn verify_filter<C: Commitment>(
     let one_eval = builder.mle_evaluations.one_evaluation;
 
     let Some(chi_eval) = builder.mle_evaluations.result_indexes_evaluation else {
-            return Err(ProofError::VerificationError {
-                error: "Result indexes not valid.",
-        })        
+        return Err(ProofError::VerificationError {
+            error: "Result indexes not valid.",
+        });
     };
 
     let c_fold_eval = alpha * one_eval + fold_vals(beta, c_evals);