diff --git a/mojacoder-backend/judge-image/Dockerfile b/mojacoder-backend/judge-image/Dockerfile
index 240607d..2dcadea 100644
--- a/mojacoder-backend/judge-image/Dockerfile
+++ b/mojacoder-backend/judge-image/Dockerfile
@@ -1,39 +1,137 @@
-FROM ubuntu:20.04
+FROM ubuntu:22.04
 
 SHELL ["/bin/bash", "-c"]
 
-ENV DEBIAN_FRONTEND noninteractive
 RUN apt update -y
-RUN apt install -y gnupg ca-certificates
-RUN apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv-keys 3FA7E0328081BFF6A14DA29AA6A19B38D3D831EF
-RUN echo "deb https://download.mono-project.com/repo/ubuntu stable-focal main" | tee /etc/apt/sources.list.d/mono-official-stable.list
-RUN apt update
-
-RUN apt install -y software-properties-common
-RUN add-apt-repository ppa:longsleep/golang-backports
-RUN apt update
-RUN apt install -y golang-1.21-go
+
+WORKDIR /tmp
+
+# golang 1.21
+RUN apt install -y software-properties-common && \
+    add-apt-repository ppa:longsleep/golang-backports && \
+    apt update && \
+    apt install -y golang-1.21-go
 ENV PATH $PATH:/usr/lib/go-1.21/bin
 
-RUN apt install -y python3.8 build-essential mono-devel bf cargo pypy3 ruby2.7 default-jdk sbcl
+# C/C++ GCC12 Boost(1.84.0) Eigen(3.4.0) GMP(6.3.0) AC-Library(1.5.1)
+RUN apt install -y g++-12 gcc-12 build-essential m4 wget unzip && \
+    wget https://boostorg.jfrog.io/artifactory/main/release/1.84.0/source/boost_1_84_0.tar.gz && \
+    tar -zxf boost_1_84_0.tar.gz && \
+    cd boost_1_84_0 && \
+    ./bootstrap.sh --without-libraries=mpi,graph_parallel && \
+    ./b2 -j4 toolset=gcc variant=release link=static runtime-link=static cxxflags="-std=gnu++23" stage && \
+    ./b2 -j4 toolset=gcc variant=release link=static runtime-link=static cxxflags="-std=gnu++23" install && \
+    cd /tmp && \
+    wget https://github.com/atcoder/ac-library/releases/download/v1.5.1/ac-library.zip && \ 
+    mkdir ac-library && \
+    unzip ./ac-library.zip -d ./ac-library && \
+    mv ./ac-library/atcoder /usr/local/include/ && \
+    wget https://gmplib.org/download/gmp/gmp-6.3.0.tar.xz && \
+    tar -xf gmp-6.3.0.tar.xz && \
+    cd gmp-6.3.0 && \
+    ./configure && \
+    make && \
+    make install && \
+    cd /tmp && \
+    wget https://gitlab.com/libeigen/eigen/-/archive/3.4.0/eigen-3.4.0.tar.gz && \
+    tar -zxf eigen-3.4.0.tar.gz && \
+    mv ./eigen-3.4.0/Eigen /usr/local/include/ && \
+    rm -rf /tmp/*
 
-WORKDIR /tmp
-RUN apt install -y wget curl zip
-RUN wget http://www.jsoftware.com/download/j902/install/j902_amd64.deb
-RUN mkdir -p /usr/share/icons/hicolor/scalable/apps/
-RUN dpkg -i j902_amd64.deb
-RUN echo -e "load 'pacman'\n'update' jpkg ''\n'install' jpkg 'dev/fold'\n" | ijconsole
-RUN curl -s https://get.sdkman.io | bash && source ~/.sdkman/bin/sdkman-init.sh && sdk install kotlin
-RUN wget https://github.com/atcoder/ac-library/archive/master.zip
-RUN unzip ./master.zip
-RUN mv ./ac-library-master/atcoder /usr/local/include/
-RUN wget https://boostorg.jfrog.io/artifactory/main/release/1.76.0/source/boost_1_76_0.zip
-RUN unzip ./boost_1_76_0.zip
-RUN mv ./boost_1_76_0/boost /usr/local/include/
-
-RUN apt install -y python3-pip
-RUN pip3 install numpy
-RUN pypy3 -m pip install numpy
+# Python 3.11
+COPY python_requirements.txt .
+RUN apt install -y build-essential libbz2-dev libdb-dev git \
+    libreadline-dev libffi-dev libgdbm-dev liblzma-dev \
+    libncursesw5-dev libsqlite3-dev libssl-dev \
+    zlib1g-dev uuid-dev && \
+    wget https://www.python.org/ftp/python/3.11.6/Python-3.11.6.tar.xz && \
+    tar -xf Python-3.11.6.tar.xz && \
+    cd Python-3.11.6 && \
+    ./configure --enable-optimizations && \
+    make -j4 && \
+    make altinstall && \
+    cd /tmp && \
+    python3.11 -m pip install -r python_requirements.txt && \
+    rm -rf /tmp/*
+
+# PyPy 3.10-v7.3.13
+COPY pypy_requirements.txt .
+RUN apt install libgeos-dev -y && \
+    wget https://downloads.python.org/pypy/pypy3.10-v7.3.13-linux64.tar.bz2 && \
+    tar -xf pypy3.10-v7.3.13-linux64.tar.bz2 -C /usr/local && \
+    /usr/local/pypy3.10-v7.3.13-linux64/bin/pypy3 -m ensurepip && \
+    /usr/local/pypy3.10-v7.3.13-linux64/bin/pypy3 -m pip install -U pip wheel && \
+    /usr/local/pypy3.10-v7.3.13-linux64/bin/pypy3 -m pip install -r pypy_requirements.txt && \
+    rm -rf /tmp/*
+ENV PATH $PATH:/usr/local/pypy3.10-v7.3.13-linux64/bin
+
+# java openjdk-21 ac-library-java-1.0.0
+RUN wget https://download.java.net/java/GA/jdk21.0.1/415e3f918a1f4062a0074a2794853d0d/12/GPL/openjdk-21.0.1_linux-x64_bin.tar.gz && \
+    mkdir -p /usr/local/java && \
+    tar -xzf openjdk-21.0.1_linux-x64_bin.tar.gz -C /usr/local/java && \ 
+    export JAVA_HOME=/usr/local/java/jdk-21.0.1 && \
+    export PATH=$JAVA_HOME/bin:$PATH && \
+    mkdir -p /usr/local/ac-library-java && \
+    wget https://github.com/ocha98/ac-library-java/archive/refs/tags/1.0.0.tar.gz && \
+    tar -xzf 1.0.0.tar.gz && \
+    cd ac-library-java-1.0.0 && \
+    chmod +x builder.sh && ./builder.sh && \
+    cp ./src/bin/ac_library.jar /usr/local/ac-library-java/ac_library.jar && \
+    cd /tmp && \
+    rm -rf /tmp/*
+ENV JAVA_HOME /usr/local/java/jdk-21.0.1
+ENV PATH $PATH:$JAVA_HOME/bin
+
+# Kotlin 1.9.21
+RUN apt install -y curl zip && \
+    curl -s https://get.sdkman.io | bash && \
+    source ~/.sdkman/bin/sdkman-init.sh && \
+    sdk install kotlin 1.9.21 && \
+    rm -rf /tmp/*
+
+# bf 20041219
+RUN apt install -y bf
+
+# Nim 1.6.16 
+RUN curl https://nim-lang.org/choosenim/init.sh -sSf -o init.sh && \
+    sh init.sh -y && \
+    export PATH=/root/.nimble/bin:$PATH && \
+    choosenim 1.6.16 && \
+    nimble install neo -y && \
+    apt install -y libopenblas-base -y && \
+    nimble install https://github.com/zer0-star/Nim-ACL && \
+    nimble install bignum -y && \
+    rm -rf /tmp/*
+ENV PATH $PATH:/root/.nimble/bin
+
+# Rust 1.75.0
+RUN curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y  && \
+    /root/.cargo/bin/rustup default 1.75.0 && \
+    export PATH=$PATH:/root/.cargo/bin && \
+    cargo install --git https://github.com/rust-lang-ja/atcoder-rustc-dep-option-generator.git && \
+    rm -rf /tmp/*
+ENV PATH $PATH:/root/.cargo/bin
+
+# Ruby 3.2.2
+RUN apt install -y bison libreadline6-dev libncurses5-dev build-essential libssl-dev libyaml-dev zlib1g-dev libffi-dev libgmp-dev libreadline-dev && \
+    wget https://cache.ruby-lang.org/pub/ruby/3.2/ruby-3.2.2.tar.gz && \
+    tar -xzf ruby-3.2.2.tar.gz && \
+    cd ruby-3.2.2 && \
+    ./configure && \
+    make install && \
+    gem install rbtree ac-library-rb faster_prime sorted_set numo-narray && \
+    cd /tmp && \
+    rm -rf /tmp/*
+
+# Common Lisp 2.1.11
+RUN apt install -y sbcl
+
+# C# mono6.12.0
+RUN apt install -y gnupg ca-certificates && \
+    gpg --homedir /tmp --no-default-keyring --keyring /usr/share/keyrings/mono-official-archive-keyring.gpg --keyserver hkp://keyserver.ubuntu.com:80 --recv-keys 3FA7E0328081BFF6A14DA29AA6A19B38D3D831EF && \
+    echo "deb [signed-by=/usr/share/keyrings/mono-official-archive-keyring.gpg] https://download.mono-project.com/repo/ubuntu stable-focal/snapshots/6.12.0 main" | tee /etc/apt/sources.list.d/mono-official-stable.list && \
+    apt update && \
+    apt install -y mono-devel
 
 RUN groupadd -r -g 400 code && useradd -r -u 400 -g 400 code
 
diff --git a/mojacoder-backend/judge-image/language-definition.json b/mojacoder-backend/judge-image/language-definition.json
index fd39968..5102b2b 100644
--- a/mojacoder-backend/judge-image/language-definition.json
+++ b/mojacoder-backend/judge-image/language-definition.json
@@ -1,73 +1,77 @@
 {
-    "go-1.14": {
-        "name": "Go (1.14)",
+    "go-1.21": {
+        "name": "Go (1.21)",
         "filename": "main.go",
         "compileCommand": "go build main.go",
         "runCommand": "./main"
     },
-    "python3.8": {
-        "name": "Python 3.8",
+    "python3.11": {
+        "name": "Python 3.11",
         "filename": "main.py",
-        "runCommand": "python3.8 ./main.py"
+        "compileCommand": "python3.11 -m py_compile main.py",
+        "runCommand": "python3.11 ./main.py"
     },
-    "gcc-9.3.0": {
+    "gcc-12.3": {
         "filename": "main.c",
-        "compileCommand": "gcc -std=gnu11 -O2 -DONLINE_JUDGE -lm main.c",
+        "compileCommand": "gcc-12 -std=gnu17 -O2 -DONLINE_JUDGE -lm main.c",
         "runCommand": "./a.out"
     },
-    "g++-9.3.0": {
+    "g++-12.3": {
         "filename": "main.cpp",
-        "compileCommand": "g++ -std=gnu++17 -Wall -Wextra -O2 -DONLINE_JUDGE main.cpp",
+        "compileCommand": "g++-12 -std=gnu++23 -Wall -Wextra -O2 -DONLINE_JUDGE main.cpp",
         "runCommand": "./a.out"
     },
-    "csharp-mono-csc-3.6.0": {
+    "csharp-mono-csc-3.9.0": {
         "filename": "main.cs",
         "compileCommand": "csc main.cs",
         "runCommand": "mono main.exe"
     },
-    "csharp-mono-mcs-6.12.0.107": {
+    "csharp-mono-mcs-6.12.0": {
         "filename": "main.cs",
         "compileCommand": "mcs main.cs",
         "runCommand": "mono main.exe"
     },
     "bf-20041219": {
         "filename": "main.bf",
-        "runCommand": "bf main.bf"
+        "runCommand": "bf -c999999999 main.bf"
     },
     "cat": {
         "filename": "main.txt",
         "runCommand": "cat main.txt"
     },
-    "rust-1.43.0": {
+    "rust-1.74.0": {
         "filename": "main.rs",
-        "compileCommand": "RUST_LIB=/usr/src/app/rust/target/release/deps/ rustc --edition=2018 -C opt-level=3 $(/usr/src/app/rust/rustc-dep-option-generator --manifest-path /usr/src/app/rust/Cargo.toml) main.rs",
+        "compileCommand": "mv main.rs /usr/src/app/rust/src/main.rs && ( cd /usr/src/app/rust && cargo build --release --offline && rm src/main.rs ) && cp /usr/src/app/rust/target/release/rust main",
         "runCommand": "./main"
     },
-    "pypy3-7.3.1": {
+    "pypy3-7.3.13": {
         "filename": "main.py",
-        "runCommand": "pypy3 main.py"
+        "runCommand": "pypy3 main.py",
+        "compileCommand": "pypy3 -m py_compile main.py"
     },
-    "ruby-2.7": {
+    "ruby-3.2.2": {
         "filename": "main.rb",
-        "runCommand": "ruby main.rb"
+        "runCommand": "ruby main.rb",
+        "compileCommand": "ruby -c main.rb"
     },
-    "java-11": {
+    "java-21": {
         "filename": "Main.java",
-        "compileCommand": "javac Main.java",
-        "runCommand": "java Main"
+        "compileCommand": "javac -cp /usr/local/ac-library-java/ac_library.jar Main.java",
+        "runCommand": "java -cp /usr/local/ac-library-java/ac_library.jar: Main"
     },
-    "j-902": {
-        "filename": "main.ijs",
-        "runCommand": "ijconsole main.ijs"
-    },
-    "kotlin-1.4": {
+    "kotlin-1.9.21": {
         "filename": "main.kt",
         "compileCommand": "~root/.sdkman/candidates/kotlin/current/bin/kotlinc main.kt -include-runtime -d main.jar",
         "runCommand": "java -jar main.jar"
     },
-    "commonlisp-2.0": {
+    "commonlisp-2.1.11": {
         "filename": "main.lisp",
         "compileCommand": "sbcl --noinform --eval \"(compile-file \\\"main.lisp\\\")\" --quit",
         "runCommand": "sbcl --script main.fasl"
+    },
+    "nim-1.6.16": {
+        "filename": "Main.nim",
+        "compileCommand": "nim cpp -d:release --opt:speed --multimethods:on --warning[SmallLshouldNotBeUsed]:off --hints:off -o:a.out Main.nim ",
+        "runCommand": "./a.out"
     }
 }
diff --git a/mojacoder-backend/judge-image/pypy_requirements.txt b/mojacoder-backend/judge-image/pypy_requirements.txt
new file mode 100644
index 0000000..4fba494
--- /dev/null
+++ b/mojacoder-backend/judge-image/pypy_requirements.txt
@@ -0,0 +1,11 @@
+numpy==1.26.2
+networkx==3.2.1
+sympy==1.12
+sortedcontainers==2.4.0 
+more-itertools==10.1.0
+shapely==2.0.2
+bitarray==2.8.3
+mpmath==1.3.0
+z3-solver==4.12.2.0
+cppyy==3.1.2
+git+https://github.com/not522/ac-library-python
diff --git a/mojacoder-backend/judge-image/python_requirements.txt b/mojacoder-backend/judge-image/python_requirements.txt
new file mode 100644
index 0000000..2e4ffa5
--- /dev/null
+++ b/mojacoder-backend/judge-image/python_requirements.txt
@@ -0,0 +1,12 @@
+numpy==1.26.2
+networkx==3.2.1
+sympy==1.12
+sortedcontainers==2.4.0 
+more-itertools==10.1.0
+shapely==2.0.2
+bitarray==2.8.3
+mpmath==1.3.0
+z3-solver==4.12.2.0
+cppyy==3.1.2
+numba==0.58.1
+git+https://github.com/not522/ac-library-python
diff --git a/mojacoder-backend/judge-image/run.go b/mojacoder-backend/judge-image/run.go
index 869e235..45cb4cb 100644
--- a/mojacoder-backend/judge-image/run.go
+++ b/mojacoder-backend/judge-image/run.go
@@ -3,6 +3,7 @@ package main
 import (
 	"fmt"
 	"io"
+	"os"
 	"os/exec"
 	"strings"
 	"syscall"
@@ -42,7 +43,9 @@ func run(definition LanguageDefinition, config RunConfig) (RunResult, error) {
 	args := strings.Join(config.runCommandArgs, " ")
 	command := fmt.Sprintf("ulimit -u 32 -m %d && timeout --preserve-status -sSIGKILL %d %s %s; EXIT_CODE=$?; kill -SIGKILL -1; wait; exit $EXIT_CODE", config.memoryLimit+additional_memory, config.timeLimit, definition.RunCommand, args)
 	cmd := exec.Command("bash", "-c", command)
-	cmd.Env = []string{}
+	cmd.Env = []string{
+		"PATH=" + os.Getenv("PATH"),
+	}
 	cmd.Dir = config.dir
 	cmd.Stdin = config.stdin
 	cmd.Stdout = config.stdout
diff --git a/mojacoder-backend/judge-image/rust/Cargo.lock b/mojacoder-backend/judge-image/rust/Cargo.lock
index 384df4e..b8cb4d3 100644
--- a/mojacoder-backend/judge-image/rust/Cargo.lock
+++ b/mojacoder-backend/judge-image/rust/Cargo.lock
@@ -1,10 +1,18 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "ac-library-rs"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09e1ead7b72f44698f97266946c0576d00c9e2010858f5aba47aa4660177ef73"
+
 [[package]]
 name = "aho-corasick"
-version = "0.7.15"
+version = "1.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7404febffaa47dac81aa44dba71523c9d069b1bdc50a77db41195149e17f68e5"
+checksum = "b2969dcb958b36655471fc61f7e416fa76033bdd4bfed0678d8fee1e2d07a1f0"
 dependencies = [
  "memchr",
 ]
@@ -15,11 +23,64 @@ version = "0.9.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4f823d037a7ec6ea2197046bafd4ae150e6bc36f9ca347404f46a46823fa84f2"
 dependencies = [
- "approx",
- "num-complex",
+ "approx 0.3.2",
+ "num-complex 0.2.4",
  "num-traits",
 ]
 
+[[package]]
+name = "amplify"
+version = "4.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8629db306c0bbeb0a402e2918bdcf0026b5ddb24c46460f3bf5410b350d98710"
+dependencies = [
+ "amplify_derive",
+ "amplify_num",
+ "ascii",
+ "libc",
+ "rand",
+ "stringly_conversions",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "amplify_derive"
+version = "4.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "759dcbfaf94d838367a86d493ec34ccc8aa6fe365cb7880d6bf89006de24d9c1"
+dependencies = [
+ "amplify_syn",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "amplify_num"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9681187211554ab98f138ba159e90861b136c20afc680dcff2ba82d020721e27"
+dependencies = [
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "amplify_syn"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7736fb8d473c0d83098b5bac44df6a561e20470375cd8bcae30516dc889fd62a"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "080e9890a082662b09c1ad45f567faeeb47f22b5fb23895fbe1e651e718e25ca"
+
 [[package]]
 name = "approx"
 version = "0.3.2"
@@ -29,17 +90,60 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "approx"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cab112f0a86d568ea0e627cc1d6be74a1e9cd55214684db5561995f6dad897c6"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "arbitrary"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d5a26814d8dcb93b0e5a0ff3c6d80a8843bafb21b39e8e18a6f05471870e110"
+
+[[package]]
+name = "argio"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "edcfc5018bf09b4bba1fd737598ba0ed9671da849a510611716804e616816393"
+dependencies = [
+ "argio-macro",
+ "proconio",
+]
+
+[[package]]
+name = "argio-macro"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "02fe9db01606837393bc98b3bbb73a5e44c52ecf9e5275c3d352b4c5c1b3f29e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "regex",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "ascii"
-version = "1.0.0"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bbf56136a5198c7b01a49e3afcbef6cf84597273d298f54432926024107b0109"
+checksum = "d92bec98840b8f03a5ff5413de5293bfcd8bf96467cf5452609f939ec6f5de16"
 
 [[package]]
 name = "autocfg"
-version = "1.0.1"
+version = "1.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdb031dd78e28731d87d56cc8ffef4a8f36ca26c38fe2de700543e627f8a464a"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "az"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7b7e4c2464d97fe331d41de9d5db0def0a96f4d823b8b32a2efd503578988973"
 
 [[package]]
 name = "bitmaps"
@@ -56,49 +160,141 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a8cc868e96ba5c32ffae4d42bf2940ca7fca317dcef3f19b6d7de66b6885abff"
 
+[[package]]
+name = "bitvec"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bc2832c24239b0141d5674bb9174f9d68a8b5b3f2753311927c172ca46f7e9c"
+dependencies = [
+ "funty",
+ "radium",
+ "tap",
+ "wyz",
+]
+
+[[package]]
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+checksum = "c48f0051a4b4c5e0b6d365cd04af53aeaa209e3cc15ec2cdb69e73cc87fbd0dc"
+dependencies = [
+ "memchr",
+ "regex-automata",
+ "serde",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6786e40464bbcf1d72084fb26dd5f96c10c41c23a6d2f118d8c82870d4aa5447"
+dependencies = [
+ "serde",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f30e7476521f6f8af1a1c4c0b8cc94f0bee37d91763d0ca2665f299b6cd8aec"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "374d28ec25809ee0e23827c2ab573d729e293f281dfe393500e7ad618baa61c6"
+
 [[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d458e66999348f56fd3ffcfbb7f7951542075ca8359687c703de6500c1ddccd"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
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+version = "0.1.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4785bdd1c96b2a846b2bd7cc02e86b6b3dbf14e7e53446c4f54c92a361040822"
+checksum = "7a3767f826efbbe5a5ae093920b58b43b01734202be697e1354914e862e8e704"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "semver",
+ "syn 2.0.48",
+]
+
+[[package]]
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+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49457524c7e65648794c98283282a0b7c73b10018e7091f1cdcfff314fd7ae59"
 
 [[package]]
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-version = "1.5.3"
+version = "1.9.0"
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-checksum = "bb1f6b1ce1c140482ea30ddd3335fc0024ac7ee112895426e0a629a6c20adfe3"
+checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07"
+
+[[package]]
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+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
 [[package]]
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-version = "0.2.0"
+version = "0.4.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "37ab347416e802de484e4d03c7316c48f1ecb56574dfd4a46a80f173ce1de04d"
+checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
 
 [[package]]
-name = "generic-array"
-version = "0.13.2"
+name = "funty"
+version = "2.0.0"
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-checksum = "0ed1e761351b56f54eb9dcd0cfaca9fd0daecf93918e1cfc01c8a3d26ee7adcd"
-dependencies = [
- "typenum",
-]
+checksum = "e6d5a32815ae3f33302d95fdcb2ce17862f8c65363dcfd29360480ba1001fc9c"
 
 [[package]]
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-version = "0.1.14"
+version = "0.2.12"
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-checksum = "7abc8dd8451921606d809ba32e95b6111925cd2906060d2dcc29c070220503eb"
+checksum = "190092ea657667030ac6a35e305e62fc4dd69fd98ac98631e5d3a2b1575a12b5"
 dependencies = [
  "cfg-if",
  "libc",
  "wasi",
 ]
 
+[[package]]
+name = "glidesort"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2e102e6eb644d3e0b186fc161e4460417880a0a0b87d235f2e5b8fb30f2e9e0"
+
+[[package]]
+name = "hashbag"
+version = "0.1.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b3d44c238cb72d3e8993a30c32e97b2b2c2c1a12388603f28c4f19a44c4396bc"
+
+[[package]]
+name = "hashbrown"
+version = "0.14.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "290f1a1d9242c78d09ce40a5e87e7554ee637af1351968159f4952f028f75604"
+
 [[package]]
 name = "im-rc"
-version = "14.3.0"
+version = "15.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "303f7e6256d546e01979071417432425f15c1891fb309a5f2d724ee908fabd6e"
+checksum = "af1955a75fa080c677d3972822ec4bad316169ab1cfc6c257a942c2265dbe5fe"
 dependencies = [
  "bitmaps",
  "rand_core",
@@ -108,29 +304,36 @@ dependencies = [
  "version_check",
 ]
 
+[[package]]
+name = "indexing"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3c4d532eb2a0194b8cfa6ca3745f817e58e6844bb86a0cbba5ada68de5fce10"
+
 [[package]]
 name = "indexmap"
-version = "1.3.2"
+version = "2.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "076f042c5b7b98f31d205f1249267e12a6518c1481e9dae9764af19b707d2292"
+checksum = "d530e1a18b1cb4c484e6e34556a0d948706958449fca0cab753d649f2bce3d1f"
 dependencies = [
- "autocfg",
+ "equivalent",
+ "hashbrown",
 ]
 
 [[package]]
-name = "itertools"
-version = "0.8.2"
+name = "integer-sqrt"
+version = "0.1.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f56a2d0bc861f9165be4eb3442afd3c236d8a98afd426f65d92324ae1091a484"
+checksum = "276ec31bcb4a9ee45f58bec6f9ec700ae4cf4f4f8f2fa7e06cb406bd5ffdd770"
 dependencies = [
- "either",
+ "num-traits",
 ]
 
 [[package]]
 name = "itertools"
-version = "0.9.0"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "284f18f85651fe11e8a991b2adb42cb078325c996ed026d994719efcfca1d54b"
+checksum = "25db6b064527c5d482d0423354fcd07a89a2dfe07b67892e62411946db7f07b0"
 dependencies = [
  "either",
 ]
@@ -144,23 +347,41 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "itoa"
+version = "0.4.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b71991ff56294aa922b450139ee08b3bfc70982c6b2c7562771375cf73542dd4"
+
 [[package]]
 name = "lazy_static"
 version = "1.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
 
+[[package]]
+name = "leb128"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "884e2677b40cc8c339eaefcb701c32ef1fd2493d71118dc0ca4b6a736c93bd67"
+
 [[package]]
 name = "libc"
-version = "0.2.82"
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 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89203f3fba0a3795506acaad8ebce3c80c0af93f994d5a1d7a0b1eeb23271929"
+checksum = "13e3bf6590cbc649f4d1a3eefc9d5d6eb746f5200ffb04e5e142700b8faa56e7"
 
 [[package]]
 name = "libm"
-version = "0.2.1"
+version = "0.2.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ec2a862134d2a7d32d7983ddcdd1c4923530833c9f2ea1a44fc5fa473989058"
+
+[[package]]
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 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c7d73b3f436185384286bd8098d17ec07c9a7d2388a6599f824d8502b529702a"
+checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
 
 [[package]]
 name = "maplit"
@@ -170,46 +391,97 @@ checksum = "3e2e65a1a2e43cfcb47a895c4c8b10d1f4a61097f9f254f183aee60cad9c651d"
 
 [[package]]
 name = "matrixmultiply"
-version = "0.2.4"
+version = "0.3.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "916806ba0031cd542105d916a97c8572e1fa6dd79c9c51e7eb43a09ec2dd84c1"
+checksum = "7574c1cf36da4798ab73da5b215bbf444f50718207754cb522201d78d1cd0ff2"
 dependencies = [
+ "autocfg",
  "rawpointer",
 ]
 
 [[package]]
 name = "memchr"
-version = "2.3.4"
+version = "2.7.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ee1c47aaa256ecabcaea351eae4a9b01ef39ed810004e298d2511ed284b1525"
+checksum = "523dc4f511e55ab87b694dc30d0f820d60906ef06413f93d4d7a1385599cc149"
+
+[[package]]
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+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04d4bedd9ad829dc571ce57e21d6b270a62646889bc045f265eb92183d6599db"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "multimap"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1a5d38b9b352dbd913288736af36af41c48d61b1a8cd34bcecd727561b7d511"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "multiversion"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2c7b9d7fe61760ce5ea19532ead98541f6b4c495d87247aff9826445cf6872a"
+dependencies = [
+ "multiversion-macros",
+ "target-features",
+]
+
+[[package]]
+name = "multiversion-macros"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26a83d8500ed06d68877e9de1dde76c1dbb83885dcdbda4ef44ccbc3fbda2ac8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "target-features",
+]
 
 [[package]]
 name = "nalgebra"
-version = "0.20.0"
+version = "0.32.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c6511777ed3da44b6a11e732a66a7d6274dfbbcd68ad968e64b778dcb829d94a"
+checksum = "307ed9b18cc2423f29e83f84fd23a8e73628727990181f18641a8b5dc2ab1caa"
 dependencies = [
- "alga",
- "approx",
- "generic-array",
+ "approx 0.5.1",
  "matrixmultiply",
- "num-complex",
+ "nalgebra-macros",
+ "num-complex 0.4.4",
  "num-rational",
  "num-traits",
- "rand",
- "rand_distr",
+ "simba",
  "typenum",
 ]
 
+[[package]]
+name = "nalgebra-macros"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91761aed67d03ad966ef783ae962ef9bbaca728d2dd7ceb7939ec110fffad998"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
 [[package]]
 name = "ndarray"
-version = "0.13.0"
+version = "0.15.6"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "25b001fc2f5df269365fb77bd8396ce6b1f61c9848f7f088c25e57494bacc57b"
+checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
 dependencies = [
- "itertools 0.8.2",
  "matrixmultiply",
- "num-complex",
+ "num-complex 0.4.4",
  "num-integer",
  "num-traits",
  "rawpointer",
@@ -217,12 +489,12 @@ dependencies = [
 
 [[package]]
 name = "num"
-version = "0.2.1"
+version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8536030f9fea7127f841b45bb6243b27255787fb4eb83958aa1ef9d2fdc0c36"
+checksum = "b05180d69e3da0e530ba2a1dae5110317e49e3b7f3d41be227dc5f92e49ee7af"
 dependencies = [
  "num-bigint",
- "num-complex",
+ "num-complex 0.4.4",
  "num-integer",
  "num-iter",
  "num-rational",
@@ -231,9 +503,9 @@ dependencies = [
 
 [[package]]
 name = "num-bigint"
-version = "0.2.6"
+version = "0.4.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "090c7f9998ee0ff65aa5b723e4009f7b217707f1fb5ea551329cc4d6231fb304"
+checksum = "608e7659b5c3d7cba262d894801b9ec9d00de989e8a82bd4bef91d08da45cdc0"
 dependencies = [
  "autocfg",
  "num-integer",
@@ -250,22 +522,31 @@ dependencies = [
  "num-traits",
 ]
 
+[[package]]
+name = "num-complex"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ba157ca0885411de85d6ca030ba7e2a83a28636056c7c699b07c8b6f7383214"
+dependencies = [
+ "num-traits",
+]
+
 [[package]]
 name = "num-derive"
-version = "0.3.0"
+version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0c8b15b261814f992e33760b1fca9fe8b693d8a65299f20c9901688636cfb746"
+checksum = "cfb77679af88f8b125209d354a202862602672222e7f2313fdd6dc349bad4712"
 dependencies = [
- "proc-macro2 1.0.24",
- "quote 1.0.8",
- "syn 1.0.58",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
 ]
 
 [[package]]
 name = "num-integer"
-version = "0.1.42"
+version = "0.1.45"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3f6ea62e9d81a77cd3ee9a2a5b9b609447857f3d358704331e4ef39eb247fcba"
+checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
 dependencies = [
  "autocfg",
  "num-traits",
@@ -273,9 +554,9 @@ dependencies = [
 
 [[package]]
 name = "num-iter"
-version = "0.1.40"
+version = "0.1.43"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dfb0800a0291891dd9f4fe7bd9c19384f98f7fbe0cd0f39a2c6b88b9868bbc00"
+checksum = "7d03e6c028c5dc5cac6e2dec0efda81fc887605bb3d884578bb6d6bf7514e252"
 dependencies = [
  "autocfg",
  "num-integer",
@@ -284,9 +565,9 @@ dependencies = [
 
 [[package]]
 name = "num-rational"
-version = "0.2.4"
+version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5c000134b5dbf44adc5cb772486d335293351644b801551abe8f75c84cfa4aef"
+checksum = "0638a1c9d0a3c0914158145bc76cff373a75a627e6ecbfb71cbe6f453a5a19b0"
 dependencies = [
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  "num-bigint",
@@ -296,121 +577,167 @@ dependencies = [
 
 [[package]]
 name = "num-traits"
-version = "0.2.11"
+version = "0.2.17"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c62be47e61d1842b9170f0fdeec8eba98e60e90e5446449a0545e5152acd7096"
+checksum = "39e3200413f237f41ab11ad6d161bc7239c84dcb631773ccd7de3dfe4b5c267c"
 dependencies = [
  "autocfg",
  "libm",
 ]
 
+[[package]]
+name = "omniswap"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b73dba5f4428a4b36f77fb700ebba05e7f3c8bdbea4530f94427eb2009196f8"
+
+[[package]]
+name = "once_cell"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fdb12b2476b595f9358c5161aa467c2438859caa136dec86c26fdd2efe17b92"
+
 [[package]]
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-version = "1.0.2"
+version = "2.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "18869315e81473c951eb56ad5558bbc56978562d3ecfb87abb7a1e944cea4518"
+checksum = "68f19d67e5a2795c94e73e0bb1cc1a7edeb2e28efd39e2e1c9b7a40c1108b11c"
 dependencies = [
  "num-traits",
 ]
 
 [[package]]
-name = "permutohedron"
-version = "0.2.4"
+name = "ordered-float"
+version = "4.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b687ff7b5da449d39e418ad391e5e08da53ec334903ddbb921db208908fc372c"
+checksum = "a76df7075c7d4d01fdcb46c912dd17fba5b60c78ea480b475f2b6ab6f666584e"
+dependencies = [
+ "num-traits",
+]
 
 [[package]]
-name = "petgraph"
-version = "0.5.0"
+name = "partial_ref"
+version = "0.3.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "29c127eea4a29ec6c85d153c59dc1213f33ec74cead30fe4730aecc88cc1fd92"
+checksum = "0f728bc9b1479656e40cba507034904a8c44027c0efdbbaf6a4bdc5f2d3a910c"
 dependencies = [
+ "partial_ref_derive",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "300e1d2cb5b898b5a5342e994e0d0c367dbfe69cbf717cd307045ec9fb057581"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
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+
+[[package]]
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+checksum = "9b425bfb8934d227558811f4b8c94d6fe64c9069c1387deed0f586bc418271b2"
+dependencies = [
+ "deprecate-until",
  "fixedbitset",
  "indexmap",
+ "integer-sqrt",
+ "num-traits",
+ "rustc-hash",
+ "thiserror",
 ]
 
 [[package]]
-name = "ppv-lite86"
-version = "0.2.10"
+name = "permutohedron"
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-checksum = "ac74c624d6b2d21f425f752262f42188365d7b8ff1aff74c82e45136510a4857"
+checksum = "b687ff7b5da449d39e418ad391e5e08da53ec334903ddbb921db208908fc372c"
 
 [[package]]
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+name = "petgraph"
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 dependencies = [
- "unicode-xid 0.1.0",
+ "fixedbitset",
+ "indexmap",
 ]
 
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
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+checksum = "95fc56cda0b5c3325f5fbbd7ff9fda9e02bb00bb3dac51252d2f1bfa1cb8cc8c"
 dependencies = [
- "unicode-xid 0.2.1",
+ "unicode-ident",
 ]
 
 [[package]]
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-version = "0.3.6"
+version = "0.4.5"
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-checksum = "3bed4f95f88d84bb8efd51dbc080d463e6ca953f05dfade2e24daf19dd861ccd"
+checksum = "0eb404616795079e2390e7115acf0ada24e9332e8476de2aada7bacb9992dc9e"
 dependencies = [
- "lazy_static",
  "proconio-derive",
 ]
 
 [[package]]
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+version = "0.2.1"
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-checksum = "fc2f2111a9562adf5ba291143c434818c908a05636c8a492a0a69ba4720a2c16"
+checksum = "bccfa078f1a3db6563793531989799a2201d9bdf609f48dd82620b443fbcd409"
 dependencies = [
- "proc-macro2 0.4.30",
- "quote 0.6.13",
- "syn 0.15.44",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
 ]
 
 [[package]]
 name = "quote"
-version = "0.6.13"
+version = "1.0.35"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6ce23b6b870e8f94f81fb0a363d65d86675884b34a09043c81e5562f11c1f8e1"
+checksum = "291ec9ab5efd934aaf503a6466c5d5251535d108ee747472c3977cc5acc868ef"
 dependencies = [
- "proc-macro2 0.4.30",
+ "proc-macro2",
 ]
 
 [[package]]
-name = "quote"
-version = "1.0.8"
+name = "radium"
+version = "0.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "991431c3519a3f36861882da93630ce66b52918dcf1b8e2fd66b397fc96f28df"
-dependencies = [
- "proc-macro2 1.0.24",
-]
+checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
 
 [[package]]
 name = "rand"
-version = "0.7.3"
+version = "0.8.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6a6b1679d49b24bbfe0c803429aa1874472f50d9b363131f0e89fc356b544d03"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
 dependencies = [
- "getrandom",
  "libc",
  "rand_chacha",
  "rand_core",
- "rand_hc",
- "rand_pcg",
 ]
 
 [[package]]
 name = "rand_chacha"
-version = "0.2.2"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4c8ed856279c9737206bf725bf36935d8666ead7aa69b52be55af369d193402"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
 dependencies = [
  "ppv-lite86",
  "rand_core",
@@ -418,45 +745,46 @@ dependencies = [
 
 [[package]]
 name = "rand_core"
-version = "0.5.1"
+version = "0.6.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "90bde5296fc891b0cef12a6d03ddccc162ce7b2aff54160af9338f8d40df6d19"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
 dependencies = [
  "getrandom",
 ]
 
 [[package]]
 name = "rand_distr"
-version = "0.2.2"
+version = "0.4.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96977acbdd3a6576fb1d27391900035bf3863d4a16422973a409b488cf29ffb2"
+checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
 dependencies = [
+ "num-traits",
  "rand",
 ]
 
 [[package]]
 name = "rand_hc"
-version = "0.2.0"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ca3129af7b92a17112d59ad498c6f81eaf463253766b90396d39ea7a39d6613c"
+checksum = "7b363d4f6370f88d62bf586c80405657bde0f0e1b8945d47d2ad59b906cb4f54"
 dependencies = [
  "rand_core",
 ]
 
 [[package]]
 name = "rand_pcg"
-version = "0.2.1"
+version = "0.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "16abd0c1b639e9eb4d7c50c0b8100b0d0f849be2349829c740fe8e6eb4816429"
+checksum = "59cad018caf63deb318e5a4586d99a24424a364f40f1e5778c29aca23f4fc73e"
 dependencies = [
  "rand_core",
 ]
 
 [[package]]
 name = "rand_xoshiro"
-version = "0.4.0"
+version = "0.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a9fcdd2e881d02f1d9390ae47ad8e5696a9e4be7b547a1da2afbc61973217004"
+checksum = "6f97cdb2a36ed4183de61b2f824cc45c9f1037f28afe0a322e9fff4c108b5aaa"
 dependencies = [
  "rand_core",
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@@ -467,52 +795,89 @@ version = "0.2.1"
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 checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
 
+[[package]]
+name = "recur-fn"
+version = "2.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ddb239d0574f3f7a7f44da906a0484f1fc284f89cfbc4eca1895420dbf948201"
+
 [[package]]
 name = "regex"
-version = "1.3.6"
+version = "1.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "380b951a9c5e80ddfd6136919eef32310721aa4aacd4889a8d39124b026ab343"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-automata",
+ "regex-syntax",
+]
+
+[[package]]
+name = "regex-automata"
+version = "0.4.3"
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-checksum = "7f6946991529684867e47d86474e3a6d0c0ab9b82d5821e314b1ede31fa3a4b3"
+checksum = "5f804c7828047e88b2d32e2d7fe5a105da8ee3264f01902f796c8e067dc2483f"
 dependencies = [
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  "memchr",
  "regex-syntax",
- "thread_local",
 ]
 
 [[package]]
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-version = "0.6.22"
+version = "0.8.2"
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-checksum = "b5eb417147ba9860a96cfe72a0b93bf88fee1744b5636ec99ab20c1aa9376581"
+checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f"
 
 [[package]]
 name = "rust"
 version = "0.1.0"
 dependencies = [
+ "ac-library-rs",
  "alga",
+ "amplify",
+ "amplify_derive",
+ "amplify_num",
+ "argio",
  "ascii",
+ "az",
  "bitset-fixed",
+ "bitvec",
+ "bstr",
+ "btreemultimap",
+ "counter",
+ "easy-ext",
  "either",
  "fixedbitset",
  "getrandom",
+ "glidesort",
+ "hashbag",
  "im-rc",
+ "indexing",
  "indexmap",
- "itertools 0.9.0",
+ "itertools",
  "itertools-num",
  "lazy_static",
  "libm",
  "maplit",
+ "memoise",
+ "multimap",
+ "multiversion",
  "nalgebra",
  "ndarray",
  "num",
  "num-bigint",
- "num-complex",
+ "num-complex 0.4.4",
  "num-derive",
  "num-integer",
  "num-iter",
  "num-rational",
  "num-traits",
- "ordered-float",
+ "omniswap",
+ "once_cell",
+ "ordered-float 4.2.0",
+ "pathfinding",
  "permutohedron",
  "petgraph",
  "proconio",
@@ -522,12 +887,15 @@ dependencies = [
  "rand_distr",
  "rand_hc",
  "rand_pcg",
+ "recur-fn",
  "regex",
  "rustc-hash",
  "smallvec",
+ "static_assertions",
  "superslice",
+ "tap",
  "text_io",
- "whiteread",
+ "varisat",
 ]
 
 [[package]]
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 checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
 
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f398075ce1e6a179b46f51bd88d0598b92b00d3551f1a2d4ac49e771b56ac354"
+dependencies = [
+ "bytemuck",
+]
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b97ed7a9823b74f99c7742f5336af7be5ecd3eeafcb1507d1fa93347b1d589b0"
+
+[[package]]
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "63261df402c67811e9ac6def069e4786148c4563f4b50fd4bf30aa370d626b02"
+dependencies = [
+ "serde_derive",
+]
+
+[[package]]
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+version = "1.0.195"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46fe8f8603d81ba86327b23a2e9cdf49e1255fb94a4c5f297f6ee0547178ea2c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
+]
+
+[[package]]
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+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "061507c94fc6ab4ba1c9a0305018408e312e17c041eb63bef8aa726fa33aceae"
+dependencies = [
+ "approx 0.5.1",
+ "num-complex 0.4.4",
+ "num-traits",
+ "paste",
+ "wide",
+]
+
 [[package]]
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+version = "0.6.5"
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 dependencies = [
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@@ -548,9 +964,28 @@ dependencies = [
 
 [[package]]
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-version = "1.2.0"
+version = "1.11.2"
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-checksum = "5c2fb2ec9bcd216a5b0d0ccf31ab17b5ed1d627960edff65bbe95d3ce221cefc"
+checksum = "4dccd0940a2dcdf68d092b8cbab7dc0ad8fa938bf95787e1b916b0e3d0e8e970"
+dependencies = [
+ "arbitrary",
+ "serde",
+]
+
+[[package]]
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+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
+
+[[package]]
+name = "stringly_conversions"
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff63080f492dd4d289ffcaed8d7ece38adfb423db910eb342c0e04d409536a7a"
+dependencies = [
+ "paste",
+]
 
 [[package]]
 name = "superslice"
@@ -560,73 +995,262 @@ checksum = "ab16ced94dbd8a46c82fd81e3ed9a8727dac2977ea869d217bcc4ea1f122e81f"
 
 [[package]]
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-version = "0.15.44"
+version = "1.0.109"
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-checksum = "9ca4b3b69a77cbe1ffc9e198781b7acb0c7365a883670e8f1c1bc66fba79a5c5"
+checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
 dependencies = [
- "proc-macro2 0.4.30",
- "quote 0.6.13",
- "unicode-xid 0.1.0",
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
 ]
 
 [[package]]
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-version = "1.0.58"
+version = "2.0.48"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cc60a3d73ea6594cd712d830cc1f0390fd71542d8c8cd24e70cc54cdfd5e05d5"
+checksum = "0f3531638e407dfc0814761abb7c00a5b54992b849452a0646b7f65c9f770f3f"
 dependencies = [
- "proc-macro2 1.0.24",
- "quote 1.0.8",
- "unicode-xid 0.2.1",
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
 ]
 
+[[package]]
+name = "synstructure"
+version = "0.12.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f36bdaa60a83aca3921b5259d5400cbf5e90fc51931376a9bd4a0eb79aa7210f"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "unicode-xid",
+]
+
+[[package]]
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+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
+
+[[package]]
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+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cfb5fa503293557c5158bd215fdc225695e567a77e453f5d4452a50a193969bd"
+
 [[package]]
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-version = "0.1.8"
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-checksum = "6cb170b4f47dc48835fbc56259c12d8963e542b05a24be2e3a1f5a6c320fd2d4"
+checksum = "d5f0c8eb2ad70c12a6a69508f499b3051c924f4b1cfeae85bfad96e6bc5bba46"
 
 [[package]]
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-version = "1.1.0"
+name = "thiserror"
+version = "1.0.56"
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-checksum = "bb9bc092d0d51e76b2b19d9d85534ffc9ec2db959a2523cdae0697e2972cd447"
+checksum = "d54378c645627613241d077a3a79db965db602882668f9136ac42af9ecb730ad"
 dependencies = [
- "lazy_static",
+ "thiserror-impl",
+]
+
+[[package]]
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+checksum = "fa0faa943b50f3db30a20aa7e265dbc66076993efed8463e8de414e5d06d3471"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
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+checksum = "42ff0bf0c66b8238c6f3b578df37d0b7848e55df8577b3f74f92a69acceeb825"
 
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-checksum = "fc72304796d0818e357ead4e000d19c9c174ab23dc11093ac919054d20a6a7fc"
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+
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+dependencies = [
+ "anyhow",
+ "itoa",
+ "leb128",
+ "log",
+ "ordered-float 2.10.1",
+ "partial_ref",
+ "rustc-hash",
+ "serde",
+ "thiserror",
+ "varisat-checker",
+ "varisat-dimacs",
+ "varisat-formula",
+ "varisat-internal-macros",
+ "varisat-internal-proof",
+ "vec_mut_scan",
+]
+
+[[package]]
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+dependencies = [
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+ "log",
+ "partial_ref",
+ "rustc-hash",
+ "smallvec",
+ "thiserror",
+ "varisat-dimacs",
+ "varisat-formula",
+ "varisat-internal-proof",
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+
+[[package]]
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+dependencies = [
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+ "thiserror",
+ "varisat-formula",
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+checksum = "395c5543b9bfd9076d6d3af49d6c34a4b91b0b355998c0a5ec6ed7265d364520"
+
+[[package]]
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+checksum = "602ece773543d066aa7848455486c6c0422a3f214da7a2b899100f3c4f12408d"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "regex",
+ "syn 1.0.109",
+ "synstructure",
+]
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+[[package]]
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+checksum = "6163bb7bc9018af077b76d64f976803d141c36a27d640f1437dddc4fd527d207"
+dependencies = [
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+checksum = "68ed610a8d5e63d9c0e31300e8fdb55104c5f21e422743a9dc74848fa8317fd2"
 
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 name = "wasi"
-version = "0.9.0+wasi-snapshot-preview1"
+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ed0d4f68a3015cc185aff4db9506a015f4b96f95303897bfa23f846db54064e"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b56f625e64f3a1084ded111c4d5f477df9f8c92df113852fa5a374dbda78826"
+dependencies = [
+ "bumpalo",
+ "log",
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0162dbf37223cd2afce98f3d0785506dcb8d266223983e4b5b525859e6e182b2"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0eb82fcb7930ae6219a7ecfd55b217f5f0893484b7a13022ebb2b2bf20b5283"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.48",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ab9b36309365056cd639da3134bf87fa8f3d86008abf99e612384a6eecd459f"
+
+[[package]]
+name = "wide"
+version = "0.7.13"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
+checksum = "c68938b57b33da363195412cfc5fc37c9ed49aa9cfe2156fde64b8d2c9498242"
+dependencies = [
+ "bytemuck",
+ "safe_arch",
+]
 
 [[package]]
-name = "whiteread"
-version = "0.5.0"
+name = "wyz"
+version = "0.5.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8bc25de0a968755322a6b517a7257df7ec3216ed7907b8fc064906542f9714b3"
+checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed"
+dependencies = [
+ "tap",
+]
diff --git a/mojacoder-backend/judge-image/rust/Cargo.toml b/mojacoder-backend/judge-image/rust/Cargo.toml
index 1956099..4ad8651 100644
--- a/mojacoder-backend/judge-image/rust/Cargo.toml
+++ b/mojacoder-backend/judge-image/rust/Cargo.toml
@@ -2,109 +2,70 @@
 name = "rust"
 version = "0.1.0"
 authors = ["Makutamoto <34860673+makutamoto@users.noreply.github.com>"]
-edition = "2018"
+edition = "2021"
 
 # See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
 
 [dependencies]
-# The following code was copied from https://github.com/rust-lang-ja/atcoder-rust-base/blob/c61d275ff82a40951e64c771d1680da515b9f421/Cargo.toml
-
-# AtCoder 2019年言語アップデート以降に使用できるクレート
-
-# 各クレートの説明
-# https://github.com/rust-lang-ja/atcoder-rust-resources/wiki/2020-Update
-
-# 数値型の抽象化、多倍長整数、複素数、分数、及び整数型の拡張
-num = "=0.2.1"
-num-bigint = "=0.2.6"
-num-complex = "=0.2.4"
-num-integer = "=0.1.42"
-num-iter = "=0.1.40"
-num-rational = "=0.2.4"
-num-traits = "=0.2.11"
-
-# `num-traits`の自動実装
-num-derive = "=0.3.0"
-
-# NumPyの`ndarray`のような多次元配列
-ndarray = "=0.13.0"
-
-# 線形代数
-nalgebra = "=0.20.0"
-
-# (線形)代数の抽象化
+ac-library-rs = "=0.1.1"
+once_cell = "=1.19.0"
+static_assertions = "=1.1.0"
+varisat = "=0.2.2"
+memoise = "=0.3.2"
+argio = "=0.2.0"
+bitvec = "=1.0.1"
+counter = "=0.5.7"
+hashbag = "=0.1.11"
+pathfinding = "=4.8.1"
+recur-fn = "=2.2.0"
+indexing = { version = "=0.4.1", features = ["experimental_pointer_ranges"] }
+amplify = { version = "=4.5.0", features = ["c_raw", "rand", "stringly_conversions"] }
+amplify_derive = "=4.0.0"
+amplify_num = { version = "=0.5.1", features = ["std"] }
+easy-ext = "=1.0.1"
+multimap = "=0.9.1"
+btreemultimap = "=0.1.1"
+bstr = "=1.9.0"
+az = "=1.2.1"
+glidesort = "=0.1.2"
+tap = "=1.0.1"
+omniswap = "=0.1.0"
+multiversion = "=0.7.3"
+num = "=0.4.1"
+num-bigint = "=0.4.4"
+num-complex = "=0.4.4"
+num-integer = "=0.1.45"
+num-iter = "=0.1.43"
+num-rational = "=0.4.1"
+num-traits = "=0.2.17"
+num-derive = "=0.4.1"
+ndarray = "=0.15.6"
+nalgebra = "=0.32.3"
 alga = "=0.9.3"
-
-# libmのRust実装
-libm = "=0.2.1"
-
-# 乱数
-rand = { version = "=0.7.3", features = ["small_rng"] }
-getrandom = "=0.1.14"
-rand_chacha = "=0.2.2"
-rand_core = "=0.5.1"
-rand_hc = "=0.2.0"
-rand_pcg = "=0.2.1"
-
-# 乱数の分布の追加
-rand_distr = "=0.2.2"
-
-# グラフ
-petgraph = "=0.5.0"
-
-# 挿入順を保持するhash table
-indexmap = "=1.3.2"
-
-# 正規表現
-regex = "=1.3.6"
-
-# staticアイテムの遅延初期化
+libm = "=0.2.8"
+rand = { version = "=0.8.5", features = ["small_rng", "min_const_gen"] }
+getrandom = "=0.2.12"
+rand_chacha = "=0.3.1"
+rand_core = "=0.6.4"
+rand_hc = "=0.3.2"
+rand_pcg = "=0.3.1"
+rand_distr = "=0.4.3"
+petgraph = "=0.6.4"
+indexmap = "=2.1.0"
+regex = "=1.10.2"
 lazy_static = "=1.4.0"
-
-# `NotNan<f64>`, `OrderedFloat<f64>`
-ordered-float = "=1.0.2"
-
-# ASCII文字列
-ascii = "=1.0.0"
-
-# permutation
+ordered-float = "=4.2.0"
+ascii = "=1.1.0"
 permutohedron = "=0.2.4"
-
-# スライスの拡張
 superslice = "=1.0.0"
-
-# イテレータの拡張
-itertools = "=0.9.0"
-
-# イテレータの拡張（一次元累積和と浮動小数点数の等差数列）
+itertools = "=0.12.0"
 itertools-num = "=0.1.3"
-
-# `BTreeMap`, `BTreeSet`, `HashMap`, `HashSet`のリテラル用マクロ
 maplit = "=1.0.2"
-
-# 即席enum `Either<L, R>`
-either = "=1.5.3"
-
-# `BTreeMap`, `BTreeSet`, `HashMap`, `HashSet`, `Vec`の永続データ構造版
-im-rc = "=14.3.0"
-
-# 可変長bit set
-fixedbitset = "=0.2.0"
-
-# 可変長bit set
+either = "=1.9.0"
+im-rc = "=15.1.0"
+fixedbitset = "=0.4.2"
 bitset-fixed = "=0.1.0"
-
-# 競技プログラミングの入出力サポートその1
-proconio = { version = "=0.3.6", features = ["derive"] }
-
-# 競技プログラミングの入出力サポートその2
-text_io = "=0.1.8"
-
-# 競技プログラミングの入出力サポートその3
-whiteread = "=0.5.0"
-
-# 高速なハッシュ関数
+proconio = { version = "=0.4.5", features = ["derive"] }
+text_io = "=0.1.12"
 rustc-hash = "=1.1.0"
-
-# ある長さまでは要素を「直に」持つ可変長配列
-smallvec = "=1.2.0"
+smallvec = { version = "=1.11.2", features = ["const_generics", "const_new", "write", "union", "serde", "arbitrary"] }
diff --git a/mojacoder-backend/judge-image/rust/rustc-dep-option-generator b/mojacoder-backend/judge-image/rust/rustc-dep-option-generator
deleted file mode 100755
index 177dc26..0000000
Binary files a/mojacoder-backend/judge-image/rust/rustc-dep-option-generator and /dev/null differ
diff --git a/mojacoder-backend/judge-image/special-judge-langs.json b/mojacoder-backend/judge-image/special-judge-langs.json
index 8b07a98..f8fcdcd 100644
--- a/mojacoder-backend/judge-image/special-judge-langs.json
+++ b/mojacoder-backend/judge-image/special-judge-langs.json
@@ -1,20 +1,20 @@
 {
     "go": {
-        "id": "go-1.14" 
+        "id": "go-1.21" 
     },
     "python": {
-        "id": "python3.8"
+        "id": "python3.11"
     },
     "pypy": {
-        "id": "pypy3-7.3.1"
+        "id": "pypy3-7.3.13"
     },
     "cpp": {
-        "id": "g++-9.3.0"
+        "id": "g++-12.3"
     },
     "java": {
-        "id": "java-11"
+        "id": "java-21"
     },
     "rust": {
-        "id": "rust-1.43.0"
+        "id": "rust-1.74.0"
     }
 }
\ No newline at end of file
diff --git a/mojacoder-frontend/components/Editor.tsx b/mojacoder-frontend/components/Editor.tsx
index b78eb4d..e3e7721 100644
--- a/mojacoder-frontend/components/Editor.tsx
+++ b/mojacoder-frontend/components/Editor.tsx
@@ -60,6 +60,36 @@ export const LANGUAGE_TO_MODE: { [index: string]: string } = {
     commonlisp: 'text/x-common-lisp',
 }
 
+const LangAlias = {
+    'text/x-markdown': ['markdown'],
+    'text/x-go': [/go/],
+    python: [/py/],
+    'text/x-csrc': [/gcc/, 'c'],
+    'text/x-c++src': [/g\+\+/, 'cpp'],
+    'text/x-csharp': [/csharp/, 'cs'],
+    'text/x-brainfuck': ['bf-20041219', 'bf'],
+    'text/plain': ['cat', 'txt', 'text'],
+    'text/x-rustsrc': [/rust/, 'rs'],
+    'text/x-ruby': [/ruby/, 'rb'],
+    'text/x-java': [/java/],
+    'text/x-kotlin': [/kotlin/],
+    'text/x-common-lisp': [/lisp/],
+}
+
+function toCodemirrorMode(value) {
+    for (const [key, aliases] of Object.entries(LangAlias)) {
+        for (const alias of aliases) {
+            if (
+                (alias instanceof RegExp && alias.test(value)) ||
+                alias === value
+            ) {
+                return key
+            }
+        }
+    }
+    return 'text/plain'
+}
+
 export interface EditorProps {
     lang?: string
     lineNumbers?: boolean
@@ -79,7 +109,7 @@ const Editor: React.FC<EditorProps> = (props) => {
                     value={props.value}
                     options={{
                         autoRefresh: true,
-                        mode: LANGUAGE_TO_MODE[props.lang] || props.lang,
+                        mode: toCodemirrorMode(props.lang),
                         lineNumbers: props.lineNumbers,
                         readOnly: props.readOnly,
                     }}
diff --git a/mojacoder-frontend/components/LanguageSelector.tsx b/mojacoder-frontend/components/LanguageSelector.tsx
index 89095c3..46e5c22 100644
--- a/mojacoder-frontend/components/LanguageSelector.tsx
+++ b/mojacoder-frontend/components/LanguageSelector.tsx
@@ -5,21 +5,21 @@ import Selector, { SelectorProps, SelectorOptionsType } from './Selector'
 export type LanguageSelectorProps = Omit<SelectorProps, 'options'>
 
 const OPTIONS: SelectorOptionsType = [
-    { value: 'go-1.14', label: 'Go (1.14)' },
-    { value: 'python3.8', label: 'Python3 (CPython 3.8)' },
-    { value: 'gcc-9.3.0', label: 'C (GCC 9.3.0)' },
-    { value: 'g++-9.3.0', label: 'C++ (GCC 9.3.0)' },
-    { value: 'csharp-mono-csc-3.6.0', label: 'C# (Mono-csc 3.6.0)' },
-    { value: 'csharp-mono-mcs-6.12.0.107', label: 'C# (Mono-mcs 6.12.0.107)' },
+    { value: 'go-1.21', label: 'Go (1.21)' },
+    { value: 'python3.11', label: 'Python3 (CPython 3.11)' },
+    { value: 'gcc-12.3', label: 'C (GCC 12.3)' },
+    { value: 'g++-12.3', label: 'C++ (GCC 12.3)' },
+    { value: 'csharp-mono-csc-3.9.0', label: 'C# (Mono-csc 3.9.0)' },
+    { value: 'csharp-mono-mcs-6.12.0', label: 'C# (Mono-mcs 6.12.0)' },
     { value: 'bf-20041219', label: 'Brainfuck (bf 20041219)' },
     { value: 'cat', label: 'Text (cat)' },
-    { value: 'rust-1.43.0', label: 'Rust (rustc 1.43.0)' },
-    { value: 'pypy3-7.3.1', label: 'Python3 (pypy3 7.3.1)' },
-    { value: 'ruby-2.7', label: 'Ruby (CRuby 2.7)' },
-    { value: 'java-11', label: 'Java 11 (Open JDK 11)' },
-    { value: 'j-902', label: 'J (j902)' },
-    { value: 'kotlin-1.4', label: 'Kotlin (1.4)' },
-    { value: 'commonlisp-2.0', label: 'Common Lisp (2.0)' },
+    { value: 'rust-1.74.0', label: 'Rust (rustc 1.74.0)' },
+    { value: 'pypy3-7.3.13', label: 'Python3 (pypy3 7.3.13)' },
+    { value: 'ruby-3.2.2', label: 'Ruby (CRuby 3.2.2)' },
+    { value: 'java-21', label: 'Java 21 (Open JDK 21)' },
+    { value: 'kotlin-1.9.21', label: 'Kotlin (1.9)' },
+    { value: 'commonlisp-2.1.11', label: 'Common Lisp (2.1)' },
+    { value: 'nim-1.6.16', label: 'Nim (1.6.16)' },
 ]
 
 const LanguageSelector: React.FC<LanguageSelectorProps> = (props) => {
diff --git a/mojacoder-frontend/components/SubmissionBox.tsx b/mojacoder-frontend/components/SubmissionBox.tsx
index 1bd0662..4816133 100644
--- a/mojacoder-frontend/components/SubmissionBox.tsx
+++ b/mojacoder-frontend/components/SubmissionBox.tsx
@@ -43,7 +43,7 @@ const SubmissionBox: React.FC<SubmissionBoxProps> = ({
     const { auth } = Auth.useContainer()
     const router = useRouter()
     const [status, setStatus] = useState<Status>(Status.Normal)
-    const [lang, setLang] = useLocalStorage('code-lang', 'go-1.14')
+    const [lang, setLang] = useLocalStorage('code-lang', 'go-1.21')
     const [code, setCode] = useState('')
     const onCodeEditorChange = useCallback(
         (value: Code) => {
diff --git a/mojacoder-frontend/lib/programming_language.ts b/mojacoder-frontend/lib/programming_language.ts
index 7874078..14e5897 100644
--- a/mojacoder-frontend/lib/programming_language.ts
+++ b/mojacoder-frontend/lib/programming_language.ts
@@ -1,19 +1,32 @@
 const programmingLanguageIDToName = {
     'go-1.14': 'Go (1.14)',
+    'go-1.21': 'Go (1.21)',
     'python3.8': 'Python3 (CPython 3.8)',
+    'python3.11': 'Python3 (CPython 3.11)',
     'gcc-9.3.0': 'C (GCC 9.3.0)',
+    'gcc-12.3': 'C (GCC 12.3)',
     'g++-9.3.0': 'C++ (GCC 9.3.0)',
+    'g++-12.3': 'C++ (GCC 12.3)',
     'csharp-mono-csc-3.6.0': 'C# (Mono-csc 3.6.0)',
+    'csharp-mono-csc-3.9.0': 'C# (Mono-csc 3.9.0)',
     'csharp-mono-mcs-6.12.0.107': 'C# (Mono-mcs 6.12.0.107)',
+    'csharp-mono-mcs-6.12.0': 'C# (Mono-mcs 6.12.0)',
     'bf-20041219': 'Brainfuck (bf 20041219)',
     cat: 'Text (cat)',
     'rust-1.43.0': 'Rust (rustc 1.43.0)',
+    'rust-1.74.0': 'Rust (rustc 1.74.0)',
     'pypy3-7.3.1': 'Python3 (pypy3 7.3.1)',
+    'pypy3-7.3.13': 'Python3 (pypy3 7.3.13)',
     'ruby-2.7': 'Ruby (CRuby 2.7)',
+    'ruby-3.2.2': 'Ruby (CRuby 3.2.2)',
     'java-11': 'Java 11 (Open JDK 11)',
+    'java-21': 'Java 21 (Open JDK 21)',
     'j-902': 'J (j902)',
     'kotlin-1.4': 'Kotlin (1.4)',
+    'kotlin-1.9.21': 'Kotlin (1.9)',
     'commonlisp-2.0': 'Common Lisp (2.0)',
+    'commonlisp-2.1.11': 'Common Lisp (2.1)',
+    'nim-1.6.16': 'Nim (1.6.16)',
 } as const
 
 export function getProgrammingLanguageNameFromID(id: string) {