diff --git a/Cargo.toml b/Cargo.toml
index 7e4e931..032b1b4 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -2,7 +2,15 @@
 members = [
     "schemsearch-cli",
     "schemsearch-lib",
+    "schemsearch_faster",
     "schemsearch-files",
     "schemsearch-sql",
     "schemsearch-java"
 ]
+
+[profile.test]
+inherits = "release"
+lto = true
+
+[profile.release]
+lto = true
\ No newline at end of file
diff --git a/schemsearch-cli/Cargo.toml b/schemsearch-cli/Cargo.toml
index 6a37a78..5f0c51d 100644
--- a/schemsearch-cli/Cargo.toml
+++ b/schemsearch-cli/Cargo.toml
@@ -7,4 +7,5 @@ edition = "2021"
 
 [dependencies]
 schemsearch-lib = { path = "../schemsearch-lib" }
-schemsearch-files = { path = "../schemsearch-files" }
\ No newline at end of file
+schemsearch-files = { path = "../schemsearch-files" }
+clap = { version = "4.1.8", features = ["cargo"] }
diff --git a/schemsearch-cli/src/main.rs b/schemsearch-cli/src/main.rs
index dae5457..4ee633b 100644
--- a/schemsearch-cli/src/main.rs
+++ b/schemsearch-cli/src/main.rs
@@ -1,13 +1,203 @@
-use std::path::Path;
+use std::fmt::format;
+use std::fs::File;
+use std::io::{BufWriter, Stdout, StdoutLock, Write};
+use clap::{command, Arg, ArgAction, ColorChoice, value_parser, Command};
 use schemsearch_files::Schematic;
 use schemsearch_lib::pattern_mapper::match_palette;
+use std::path::Path;
+use clap::ArgAction::Help;
+use clap::error::ErrorKind;
+use schemsearch_lib::{search, SearchBehavior};
 
 fn main() {
-    let schematic = Schematic::load(Path::new("tests/simple.schem"));
-    let endstone = Schematic::load(Path::new("tests/endstone.schem"));
+    let mut cmd = command!("schemsearch")
+        .arg(
+            Arg::new("pattern")
+                .help("The pattern to search for")
+                .required(true)
+                .action(ArgAction::Set),
+        )
+        .arg(
+            Arg::new("schematic")
+                .help("The schematics to search in")
+                .required(true)
+                .action(ArgAction::Append),
+        )
+        .arg(
+            Arg::new("ignore-data")
+                .help("Ignores block data when searching")
+                .short('d')
+                .long("ignore-data")
+                .action(ArgAction::SetTrue),
+        )
+        .arg(
+            Arg::new("ignore-block-entities")
+                .help("Ignores block entities when searching")
+                .short('b')
+                .long("ignore-block-entities")
+                .action(ArgAction::SetTrue),
+        )
+        .arg(
+            Arg::new("ignore-entities")
+                .help("Ignores entities when searching")
+                .short('e')
+                .long("ignore-entities")
+                .action(ArgAction::SetTrue),
+        )
+        .arg(
+            Arg::new("ignore-air")
+                .help("Ignores air when searching")
+                .short('a')
+                .long("ignore-air")
+                .action(ArgAction::SetTrue),
+        )
+        .arg(
+            Arg::new("air-as-any")
+                .help("Treats air as any block when searching")
+                .short('A')
+                .long("air-as-any")
+                .action(ArgAction::SetTrue),
+        )
+        .arg(
+            Arg::new("output")
+                .help("The output format")
+                .short('o')
+                .long("output")
+                .action(ArgAction::Append)
+                .default_value("std")
+                .value_parser(["std_csv", "file_csv", "std"]),
+        )
+        .arg(
+            Arg::new("output-file")
+                .help("The output file")
+                .short('O')
+                .long("output-file")
+                .action(ArgAction::Append)
+        )
+        .arg(
+            Arg::new("threshold")
+                .help("The threshold for the search")
+                .short('t')
+                .long("threshold")
+                .action(ArgAction::Set)
+                .default_value("0.9")
+                .value_parser(|s: &str| s.parse::<f64>().map_err(|e| e.to_string())),
+        )
+        .about("Searches for a pattern in a schematic")
+        .bin_name("schemsearch");
 
-    let (matched_schematic, matched_endstone) = match_palette(&schematic, &endstone, true);
+    let matches = cmd.get_matches_mut();
 
-    println!("{:?}", matched_schematic);
-    println!("{:?}", matched_endstone);
+    if matches.contains_id("help") {
+        return;
+    }
+
+    let search_behavior = SearchBehavior {
+        ignore_block_data: matches.get_flag("ignore-data"),
+        ignore_block_entities: matches.get_flag("ignore-block-entities"),
+        ignore_air: matches.get_flag("ignore-air"),
+        air_as_any: matches.get_flag("air-as-any"),
+        ignore_entities: matches.get_flag("ignore-entities"),
+        threshold: *matches.get_one::<f64>("threshold").expect("Couldn't get threshold"),
+    };
+
+    let pattern = match Schematic::load(Path::new(matches.get_one::<String>("pattern").unwrap())) {
+        Ok(x) => x,
+        Err(e) => {
+            cmd.error(ErrorKind::Io, format!("Error while loading Pattern: {}", e.to_string())).exit();
+        }
+    };
+
+    let schematics = matches.get_many::<String>("schematic").expect("Couldn't get schematics");
+
+    let mut output_std = false;
+    let mut output_std_csv = false;
+    let mut output_file_csv = false;
+    let mut output_file = false;
+
+    for x in matches.get_many::<String>("output").expect("Couldn't get output") {
+        match x.as_str() {
+            "std" => output_std = true,
+            "std_csv" => output_std_csv = true,
+            "file_csv" => output_file_csv = true,
+            "file" => output_file = true,
+            _ => {}
+        }
+    };
+
+    let mut stdout = std::io::stdout();
+    let mut lock = stdout.lock();
+
+    let mut file: Option<File> = None;
+    let mut file_out: Option<BufWriter<File>> = None;
+
+    if output_file || output_file_csv {
+        let output_file_path = match matches.get_one::<String>("output-file") {
+            None => {
+                cmd.error(ErrorKind::MissingRequiredArgument, "No output file specified").exit();
+            }
+            Some(x) => x
+        };
+
+        file = match std::fs::File::create(output_file_path) {
+            Ok(x) => Some(x),
+            Err(e) => {
+                cmd.error(ErrorKind::Io, format!("Error while creating output file: {}", e.to_string())).exit();
+            }
+        };
+        file_out = Some(BufWriter::new(file.unwrap()));
+    }
+
+    for schem_path in schematics {
+        let path = Path::new(schem_path);
+        if path.is_dir() {
+            match path.read_dir() {
+                Ok(x) => {
+                    for path in x {
+                        match path {
+                            Ok(x) => {
+                                if x.path().extension().unwrap_or_default() == "schem" {
+                                    search_schempath(&mut cmd, search_behavior, &pattern, &mut output_std, &mut output_std_csv, &mut output_file_csv, &mut output_file, &mut lock, &mut file_out, &x.path());
+                                }
+                            }
+                            Err(e) => cmd.error(ErrorKind::Io, format!("Error while reading dir: {}", e.to_string())).exit()
+                        }
+                    }
+                }
+                Err(e) => cmd.error(ErrorKind::Io, "Expected to be a dir").exit()
+            }
+        } else {
+            search_schempath(&mut cmd, search_behavior, &pattern, &mut output_std, &mut output_std_csv, &mut output_file_csv, &mut output_file, &mut lock, &mut file_out, path)
+        }
+    }
+}
+
+fn search_schempath(cmd: &mut Command, search_behavior: SearchBehavior, pattern: &Schematic, output_std: &mut bool, output_std_csv: &mut bool, output_file_csv: &mut bool, output_file: &mut bool, stdout: &mut StdoutLock, file_out: &mut Option<BufWriter<File>>, schem_path: &Path) {
+    let schematic = match Schematic::load(schem_path) {
+        Ok(x) => x,
+        Err(e) => {
+            cmd.error(ErrorKind::Io, format!("Error while loading Schematic ({}): {}", schem_path.file_name().unwrap().to_str().unwrap(), e.to_string())).exit();
+        }
+    };
+
+    if *output_std {
+        writeln!(stdout, "Searching in schematic: {}", schem_path.file_name().unwrap().to_str().unwrap()).unwrap();
+    }
+
+    let matches = search(&schematic, &pattern, search_behavior);
+
+    for x in matches {
+        if *output_std {
+            writeln!(stdout, "Found match at x: {}, y: {}, z: {}", x.0, x.1, x.2).unwrap();
+        }
+        if *output_std_csv {
+            writeln!(stdout, "{},{},{},{}", schem_path.file_name().unwrap().to_str().unwrap(), x.0, x.1, x.2).unwrap();
+        }
+        if *output_file {
+            writeln!(file_out.as_mut().unwrap(), "Found match at x: {}, y: {}, z: {}", x.0, x.1, x.2).unwrap();
+        }
+        if *output_file_csv {
+            writeln!(file_out.as_mut().unwrap(), "{},{},{},{}", schem_path.file_name().unwrap().to_str().unwrap(), x.0, x.1, x.2).unwrap();
+        }
+    }
 }
diff --git a/schemsearch-files/src/lib.rs b/schemsearch-files/src/lib.rs
index 9201edb..fe005c0 100644
--- a/schemsearch-files/src/lib.rs
+++ b/schemsearch-files/src/lib.rs
@@ -1,6 +1,7 @@
 use std::path::Path;
 use nbt::{Map, Value};
-use serde::{Deserialize, Serialize};
+use serde::{Deserialize, Deserializer, Serialize};
+use serde::de::Error;
 
 #[derive(Serialize, Deserialize, Debug)]
 pub struct Schematic {
@@ -22,14 +23,22 @@ pub struct Schematic {
     pub palette_max: i32,
     #[serde(rename = "Palette")]
     pub palette: Map<String, i32>,
-    #[serde(rename = "BlockData")]
-    pub block_data: Vec<u8>,
+    #[serde(rename = "BlockData", deserialize_with = "read_blockdata")]
+    pub block_data: Vec<i32>,
     #[serde(rename = "BlockEntities")]
     pub block_entities: Vec<BlockEntity>,
     #[serde(rename = "Entities")]
     pub entities: Option<Vec<Entity>>,
 }
 
+fn read_blockdata<'de, D>(deserializer: D) -> Result<Vec<i32>, D::Error>
+    where
+        D: Deserializer<'de>,
+{
+    let s: Vec<u8> = Deserialize::deserialize(deserializer)?;
+    Ok(read_varint_array(&s))
+}
+
 #[derive(Serialize, Deserialize, Debug, Clone)]
 pub struct BlockEntity {
     #[serde(rename = "Id")]
@@ -47,17 +56,16 @@ pub struct Entity {
 }
 
 impl Schematic {
-    pub fn load(path: &Path) -> Schematic {
-        let file = std::fs::File::open(path).expect("Failed to open file");
+    pub fn load(path: &Path) -> Result<Schematic, String> {
+        let file = match std::fs::File::open(path) {
+            Ok(x) => x,
+            Err(_) => return Err(format!("Failed to open file: {}", path.display()))
+        };
         let schematic: Schematic = match nbt::from_gzip_reader(file) {
             Ok(schem) => schem,
-            Err(e) => panic!("Failed to parse schematic: {}", e),
+            Err(e) => return Err(format!("Failed to parse schematic: {}", e))
         };
-        schematic
-    }
-
-    pub fn read_blockdata(&self) -> Vec<i32> {
-        read_varint_array(&self.block_data)
+        Ok(schematic)
     }
 }
 
@@ -89,20 +97,3 @@ pub fn read_varint_array(read: &Vec<u8>) -> Vec<i32> {
     }
     data
 }
-
-pub fn to_varint_array(data: &Vec<i32>) -> Vec<u8> {
-    let mut bytes: Vec<u8> = Vec::new();
-    for value in data {
-        let mut value = *value as u32;
-        'inner: loop {
-            if (value & 0x80) == 0 {
-                bytes.push(value as u8);
-                break 'inner;
-            }
-
-            bytes.push((value & 0x7F) as u8 | 0x80);
-            value >>= 7;
-        }
-    }
-    bytes
-}
\ No newline at end of file
diff --git a/schemsearch-java/src/lib.rs b/schemsearch-java/src/lib.rs
index 038cfd8..8c1f44f 100644
--- a/schemsearch-java/src/lib.rs
+++ b/schemsearch-java/src/lib.rs
@@ -1,27 +1,29 @@
-#![no_mangle]
-
+use std::path::Path;
 use jni::JNIEnv;
 
 use jni::objects::{JClass, JString};
 
 use jni::sys::jstring;
+use schemsearch_files::Schematic;
 use schemsearch_lib::{search, SearchBehavior};
 
+#[no_mangle]
 pub extern "system" fn Java_SchemSearch_search<'local>(mut env: JNIEnv<'local>,
     class: JClass<'local>,
     schematic_path: JString<'local>,
     pattern_path: JString<'local>) -> jstring {
     let schematic_path: String = env.get_string(&schematic_path).expect("Couldn't get java string!").into();
     let pattern_path: String = env.get_string(&pattern_path).expect("Couldn't get java string!").into();
-    let file = std::fs::File::open(schematic_path).expect("Failed to open file");
-    let schematic = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
-    let file = std::fs::File::open(pattern_path).expect("Failed to open file");
-    let pattern = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
+    let schematic = Schematic::load(Path::new(&schematic_path));
+    let pattern = Schematic::load(Path::new(&pattern_path));
 
-    let matches = search(schematic, pattern, SearchBehavior {
+    let matches = search(&schematic, &pattern, SearchBehavior {
         ignore_block_data: true,
         ignore_block_entities: true,
         ignore_entities: true,
+        ignore_air: false,
+        air_as_any: false,
+        threshold: 0.0,
     });
 
     let mut result = String::new();
diff --git a/schemsearch-lib/src/lib.rs b/schemsearch-lib/src/lib.rs
index 76de0bf..1811fe5 100644
--- a/schemsearch-lib/src/lib.rs
+++ b/schemsearch-lib/src/lib.rs
@@ -1,23 +1,23 @@
+pub mod pattern_mapper;
+
 use pattern_mapper::match_palette;
 use schemsearch_files::Schematic;
 
-pub mod pattern_mapper;
-
 #[derive(Debug, Clone, Copy)]
 pub struct SearchBehavior {
     pub ignore_block_data: bool,
     pub ignore_block_entities: bool,
+    pub ignore_air: bool,
+    pub air_as_any: bool,
     pub ignore_entities: bool,
+    pub threshold: f64,
 }
 
 pub fn search(
-    data: &Vec<u8>,
-    pattern: &Vec<u8>,
+    schem: &Schematic,
+    pattern_schem: &Schematic,
     search_behavior: SearchBehavior,
 ) -> Vec<(u16, u16, u16)> {
-    let schem: Schematic = parse_schematic(data);
-    let pattern_schem: Schematic = parse_schematic(pattern);
-
     if schem.width < pattern_schem.width || schem.height < pattern_schem.height || schem.length < pattern_schem.length {
         return vec![];
     }
@@ -26,52 +26,44 @@ pub fn search(
         return vec![];
     }
 
-    let (schem, pattern_schem) = match_palette(&schem, &pattern_schem, search_behavior.ignore_block_data);
+    let pattern_schem = match match_palette(&schem, &pattern_schem, search_behavior.ignore_block_data) {
+        Some(x) => x,
+        None => return vec![],
+    };
 
     let mut matches: Vec<(u16, u16, u16)> = Vec::new();
 
-    println!("{:?}", schem);
-    println!("{:?}", pattern_schem);
+    let pattern_data = pattern_schem.block_data;
+    let schem_data = &schem.block_data;
+    let air_id = if search_behavior.ignore_air || search_behavior.air_as_any { pattern_schem.palette.get("minecraft:air").unwrap_or(&-1) } else { &-1};
 
-    let pattern_data = pattern_schem.read_blockdata();
-    let schem_data = schem.read_blockdata();
+    let pattern_blocks = (pattern_schem.width * pattern_schem.height * pattern_schem.length) as f64;
 
-    for x in 0..=schem.width - pattern_schem.width {
-        for y in 0..=schem.height - pattern_schem.height {
-            for z in 0..=schem.length - pattern_schem.length {
-                let mut match_found = true;
-                'outer: for i in 0..pattern_schem.width {
-                    for j in 0..pattern_schem.height {
-                        for k in 0..pattern_schem.length {
-                            let index = (x + i) + (y + j) * schem.width + (z + k) * schem.width * schem.height;
-                            let pattern_index = i + j * pattern_schem.width + k * pattern_schem.width * pattern_schem.height;
-                            if schem_data.get(index as usize) != pattern_data.get(pattern_index as usize) {
-                                match_found = false;
-                                break 'outer;
+    for x in 0..=schem.width as usize - pattern_schem.width as usize {
+        for y in 0..=schem.height as usize - pattern_schem.height as usize {
+            for z in 0..=schem.length as usize - pattern_schem.length as usize {
+                let mut matching = 0;
+                for i in 0..pattern_schem.width as usize {
+                    for j in 0..pattern_schem.height as usize {
+                        for k in 0..pattern_schem.length as usize {
+                            let index = (x + i) + (y + j) * (schem.width as usize) + (z + k) * (schem.width as usize) * (schem.height as usize);
+                            let pattern_index = i + j * pattern_schem.width as usize + k * pattern_schem.width as usize * pattern_schem.height as usize;
+                            let data = schem_data.get(index as usize).expect("Index out of bounds");
+                            let pattern_data = pattern_data.get(pattern_index as usize).expect("Index out of bounds");
+                            if data == pattern_data || (search_behavior.ignore_air && *data == *air_id) || (search_behavior.air_as_any && *pattern_data == *air_id) {
+                                matching += 1;
                             }
                         }
                     }
                 }
-                if match_found {
-                    matches.push((x, y, z));
+                if matching as f64 / pattern_blocks > search_behavior.threshold {
+                    matches.push((x as u16, y as u16, z as u16));
                 }
             }
         }
     }
 
-    /*
-    [
-     0, -1,  1, 1,  2,
-     0, -1,  2, 1,  0,
-     2, -1, -1, 2, -1,
-     2,  0,  0, 2, -1,
-     2,  1,  2, 2,  1
-     ]
-
-     */
-
     return matches;
-
 }
 
 pub fn normalize_data(data: &String, ignore_data: bool) -> String {
@@ -104,7 +96,6 @@ mod tests {
         let schematic = Schematic::load(Path::new("../tests/simple.schem"));
         assert_eq!(schematic.width as usize * schematic.height as usize * schematic.length as usize, schematic.block_data.len());
         assert_eq!(schematic.palette_max, schematic.palette.len() as i32);
-        println!("{:?}", schematic);
     }
 
     #[test]
@@ -113,7 +104,6 @@ mod tests {
         let schematic: Schematic = parse_schematic(&std::io::Read::bytes(file).map(|b| b.unwrap()).collect());
         assert_eq!(schematic.width as usize * schematic.height as usize * schematic.length as usize, schematic.block_data.len());
         assert_eq!(schematic.palette_max, schematic.palette.len() as i32);
-        println!("{:?}", schematic);
     }
 
     #[test]
@@ -122,7 +112,6 @@ mod tests {
         let stripped = strip_data(&schematic);
 
         assert_eq!(stripped.palette.keys().any(|k| k.contains('[')), false);
-        println!("{:?}", stripped);
     }
 
     #[test]
@@ -130,17 +119,38 @@ mod tests {
         let schematic = Schematic::load(Path::new("../tests/simple.schem"));
         let endstone = Schematic::load(Path::new("../tests/endstone.schem"));
 
-        let (matched_schematic, matched_endstone) = match_palette(&schematic, &endstone, true);
+        let matched_schematic = match_palette(&schematic, &endstone, true);
+    }
 
-        println!("{:?}", matched_schematic);
-        println!("{:?}", matched_endstone);
+    #[test]
+    fn test_match_palette_ignore_data() {
+        let schematic = Schematic::load(Path::new("../tests/simple.schem"));
+        let endstone = Schematic::load(Path::new("../tests/endstone.schem"));
+
+        let matched_schematic = match_palette(&schematic, &endstone, false);
+    }
+
+    #[test]
+    pub fn test_big_search() {
+        let file = std::fs::File::open("../tests/simple.schem").expect("Failed to open file");
+        let schematic = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
+        let file = std::fs::File::open("../tests/endstone.schem").expect("Failed to open file");
+        let pattern = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
+
+        let matches = search(schematic, pattern, SearchBehavior {
+            ignore_block_data: true,
+            ignore_block_entities: true,
+            ignore_entities: true,
+            ignore_air: false,
+            air_as_any: false,
+            threshold: 0.9
+        });
     }
 
     #[test]
     pub fn test_search() {
         let file = std::fs::File::open("../tests/Random.schem").expect("Failed to open file");
         let schematic = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
-        println!("{:?}", schematic);
         let file = std::fs::File::open("../tests/Pattern.schem").expect("Failed to open file");
         let pattern = &std::io::Read::bytes(file).map(|b| b.unwrap()).collect();
 
@@ -148,6 +158,9 @@ mod tests {
             ignore_block_data: true,
             ignore_block_entities: true,
             ignore_entities: true,
+            ignore_air: false,
+            air_as_any: false,
+            threshold: 0.9
         });
 
         println!("{:?}", matches);
diff --git a/schemsearch-lib/src/pattern_mapper.rs b/schemsearch-lib/src/pattern_mapper.rs
index 4a06f3c..38a7b97 100644
--- a/schemsearch-lib/src/pattern_mapper.rs
+++ b/schemsearch-lib/src/pattern_mapper.rs
@@ -1,5 +1,5 @@
 use nbt::Map;
-use schemsearch_files::{Schematic, to_varint_array};
+use schemsearch_files::Schematic;
 use crate::normalize_data;
 
 fn create_reverse_palette(schem: &Schematic) -> Vec<String> {
@@ -17,7 +17,7 @@ pub fn strip_data(schem: &Schematic) -> Schematic {
     let mut palette: Map<String, i32> = Map::new();
     let mut palette_max: i32 = 0;
     let reverse_palette = create_reverse_palette(schem);
-    let dat = schem.read_blockdata();
+    let dat = &schem.block_data;
 
     for block in dat.iter() {
         let block_name = reverse_palette[*block as usize].clone();
@@ -36,7 +36,7 @@ pub fn strip_data(schem: &Schematic) -> Schematic {
         data_version: schem.data_version,
         palette,
         palette_max,
-        block_data: to_varint_array(&data),
+        block_data: data,
         block_entities: schem.block_entities.clone(),
         height: schem.height,
         length: schem.length,
@@ -47,24 +47,27 @@ pub fn strip_data(schem: &Schematic) -> Schematic {
     }
 }
 
-fn match_palette_adapt(schem: &Schematic, matching_palette: Map<String, i32>, ignore_data: bool) -> Vec<i32> {
+fn match_palette_adapt(schem: &Schematic, matching_palette: &Map<String, i32>, ignore_data: bool) -> Option<Vec<i32>> {
     let mut data: Vec<i32> = Vec::new();
 
-    for x in schem.read_blockdata().iter() {
+    for x in schem.block_data.iter() {
         let blockname = schem.palette.iter().find(|(_, &v)| v == *x).expect("Invalid Schematic").0;
         let blockname = if ignore_data { normalize_data(&blockname, ignore_data) } else { blockname.clone() };
-        let block_id = matching_palette.get(&blockname).unwrap_or(&-1);
+        let block_id = match matching_palette.get(&blockname) {
+            None => return None,
+            Some(x) => x
+        };
         data.push(*block_id);
     }
 
-    data
+    Some(data)
 }
 
 pub fn match_palette(
     schem: &Schematic,
     pattern: &Schematic,
     ignore_data: bool,
-) -> (Schematic, Schematic) {
+) -> Option<Schematic> {
     if ignore_data {
         match_palette_internal(&strip_data(schem), &strip_data(pattern), ignore_data)
     } else {
@@ -76,46 +79,21 @@ fn match_palette_internal(
     schem: &Schematic,
     pattern: &Schematic,
     ignore_data: bool,
-) -> (Schematic, Schematic) {
-
-    if schem.palette.len() < pattern.palette.len() {
-        panic!("Schematic palette is larger than pattern palette");
+) -> Option<Schematic> {
+    if pattern.palette.iter().any(|(k, _)| schem.palette.get(k).is_none()) {
+        return None;
     }
 
-    let mut matching_palette: Map<String, i32> = Map::new();
-    let mut matching_palette_max: i32 = 0;
-
-    for (block_name, _) in pattern.palette.iter() {
-        let block_name = normalize_data(block_name, true);
-        let schem_block_id = pattern.palette.get(&block_name).expect("Pattern block not found in schematic palette");
-        matching_palette.insert(block_name, *schem_block_id);
-        matching_palette_max += 1;
-    }
-
-    let data_schem: Vec<i32> = match_palette_adapt(&schem, matching_palette.clone(), true);
-
-    let data_pattern: Vec<i32> = match_palette_adapt(&pattern, matching_palette.clone(), true);
-
-    let schem = Schematic {
-        version: schem.version.clone(),
-        data_version: schem.data_version.clone(),
-        palette: matching_palette.clone(),
-        palette_max: matching_palette_max.clone(),
-        block_data: to_varint_array(&data_schem),
-        block_entities: schem.block_entities.clone(),
-        height: schem.height.clone(),
-        length: schem.length.clone(),
-        width: schem.width.clone(),
-        metadata: schem.metadata.clone(),
-        offset: schem.offset.clone(),
-        entities: None,
+    let data_pattern: Vec<i32> = match match_palette_adapt(&pattern, &schem.palette, ignore_data) {
+        None => return None,
+        Some(x) => x
     };
-    let pattern = Schematic {
+    Some(Schematic {
         version: pattern.version.clone(),
         data_version: pattern.data_version.clone(),
-        palette: matching_palette.clone(),
-        palette_max: matching_palette_max.clone(),
-        block_data: to_varint_array(&data_pattern),
+        palette: schem.palette.clone(),
+        palette_max: schem.palette_max,
+        block_data: data_pattern,
         block_entities: pattern.block_entities.clone(),
         height: pattern.height.clone(),
         length: pattern.length.clone(),
@@ -123,7 +101,5 @@ fn match_palette_internal(
         metadata: pattern.metadata.clone(),
         offset: pattern.offset.clone(),
         entities: None,
-    };
-
-    (schem, pattern)
+    })
 }
\ No newline at end of file
diff --git a/schemsearch_faster/Cargo.toml b/schemsearch_faster/Cargo.toml
new file mode 100644
index 0000000..094ccb1
--- /dev/null
+++ b/schemsearch_faster/Cargo.toml
@@ -0,0 +1,11 @@
+[package]
+name = "schemsearch_faster"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+schemsearch-lib = { path = "../schemsearch-lib" }
+schemsearch-files = { path = "../schemsearch-files" }
+hematite-nbt = "0.5.2"
diff --git a/schemsearch_faster/src/lib.rs b/schemsearch_faster/src/lib.rs
new file mode 100644
index 0000000..8ff6e62
--- /dev/null
+++ b/schemsearch_faster/src/lib.rs
@@ -0,0 +1,55 @@
+use nbt::Map;
+use schemsearch_files::Schematic;
+
+pub fn convert_to_search_space(schem: &Schematic, palette: &Vec<String>) -> Vec<Vec<u8>> {
+    let mut data: Vec<Vec<u8>> = Vec::with_capacity(palette.len());
+    let block_data = &schem.block_data;
+    for name in palette {
+        let mut output: Vec<u8> = Vec::with_capacity(block_data.len());
+        for block in block_data.iter() {
+            if schem.palette.get(name).unwrap_or(&-1) == block {
+                output.push(1);
+            } else {
+                output.push(0);
+            }
+        }
+        data.push(output);
+    }
+    data
+}
+
+pub fn unwrap_palette(palette: &Map<String, i32>) -> Vec<String> {
+    let mut output: Vec<String> = Vec::with_capacity(palette.len());
+    (0..palette.len()).for_each(|_| output.push(String::new()));
+    for (key, id) in palette.iter() {
+        output[*id as usize] = key.clone();
+    }
+    output
+}
+
+#[allow(unused_imports)]
+mod tests {
+    use std::path::Path;
+    use schemsearch_files::Schematic;
+    use crate::{convert_to_search_space, unwrap_palette};
+
+    #[test]
+    pub fn test() {
+        let schematic = Schematic::load(Path::new("../tests/Pattern.schem"));
+        dbg!(convert_to_search_space(&schematic, &unwrap_palette(&schematic.palette)));
+    }
+
+    #[test]
+    pub fn test_2() {
+        let schematic = Schematic::load(Path::new("../tests/Pattern.schem"));
+        let schematic2 = Schematic::load(Path::new("../tests/Random.schem"));
+        println!("{:?}", convert_to_search_space(&schematic2, &unwrap_palette(&schematic.palette)));
+    }
+
+    #[test]
+    pub fn test_big() {
+        let schematic = Schematic::load(Path::new("../tests/endstone.schem"));
+        let schematic2 = Schematic::load(Path::new("../tests/simple.schem"));
+        let _ = convert_to_search_space(&schematic2, &unwrap_palette(&schematic.palette));
+    }
+}
\ No newline at end of file