diff --git a/native/Cargo.lock b/native/Cargo.lock
index 5fe82f8a01..9538985e67 100644
--- a/native/Cargo.lock
+++ b/native/Cargo.lock
@@ -128,7 +128,7 @@ dependencies = [
  "serde_json",
  "strum",
  "strum_macros",
- "thiserror 2.0.18",
+ "thiserror",
  "uuid",
  "zstd",
 ]
@@ -1214,12 +1214,6 @@ dependencies = [
  "shlex",
 ]
 
-[[package]]
-name = "cesu8"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d43a04d8753f35258c91f8ec639f792891f748a1edbd759cf1dcea3382ad83c"
-
 [[package]]
 name = "cexpr"
 version = "0.6.0"
@@ -1321,7 +1315,7 @@ checksum = "0b023947811758c97c59bf9d1c188fd619ad4718dcaa767947df1cadb14f39f4"
 dependencies = [
  "glob",
  "libc",
- "libloading 0.8.9",
+ "libloading",
 ]
 
 [[package]]
@@ -1875,7 +1869,7 @@ dependencies = [
  "simd-adler32",
  "snap",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror",
  "tikv-jemalloc-ctl",
  "tikv-jemallocator",
  "tokio",
@@ -1937,7 +1931,7 @@ dependencies = [
  "rand 0.10.0",
  "regex",
  "serde_json",
- "thiserror 2.0.18",
+ "thiserror",
  "tokio",
  "twox-hash",
 ]
@@ -3657,27 +3651,54 @@ dependencies = [
 
 [[package]]
 name = "jni"
-version = "0.21.1"
+version = "0.22.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a87aa2bb7d2af34197c04845522473242e1aa17c12f4935d5856491a7fb8c97"
+checksum = "295dc9997acda1562fdf8d299f56063c936443b60f078e63a5d8d3c34ef2642b"
 dependencies = [
- "cesu8",
  "cfg-if",
  "combine",
  "java-locator",
+ "jni-macros",
  "jni-sys",
- "libloading 0.7.4",
+ "libloading",
  "log",
- "thiserror 1.0.69",
+ "simd_cesu8",
+ "thiserror",
  "walkdir",
- "windows-sys 0.45.0",
+ "windows-link",
+]
+
+[[package]]
+name = "jni-macros"
+version = "0.22.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1c3d1da60c95c98847b26b9d45f4360fee718b31de746df016d9cd6de916a7ef"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "rustc_version",
+ "simd_cesu8",
+ "syn 2.0.117",
 ]
 
 [[package]]
 name = "jni-sys"
-version = "0.3.0"
+version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8eaf4bc02d17cbdd7ff4c7438cafcdf7fb9a4613313ad11b4f8fefe7d3fa0130"
+checksum = "c6377a88cb3910bee9b0fa88d4f42e1d2da8e79915598f65fb0c7ee14c878af2"
+dependencies = [
+ "jni-sys-macros",
+]
+
+[[package]]
+name = "jni-sys-macros"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38c0b942f458fe50cdac086d2f946512305e5631e720728f2a61aabcd47a6264"
+dependencies = [
+ "quote",
+ "syn 2.0.117",
+]
 
 [[package]]
 name = "jobserver"
@@ -3813,16 +3834,6 @@ version = "0.2.182"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6800badb6cb2082ffd7b6a67e6125bb39f18782f793520caee8cb8846be06112"
 
-[[package]]
-name = "libloading"
-version = "0.7.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b67380fd3b2fbe7527a606e18729d21c6f3951633d0500574c4dc22d2d638b9f"
-dependencies = [
- "cfg-if",
- "winapi",
-]
-
 [[package]]
 name = "libloading"
 version = "0.8.9"
@@ -3934,7 +3945,7 @@ dependencies = [
  "serde-value",
  "serde_json",
  "serde_yaml",
- "thiserror 2.0.18",
+ "thiserror",
  "thread-id",
  "typemap-ors",
  "unicode-segmentation",
@@ -4221,7 +4232,7 @@ dependencies = [
  "serde",
  "serde_json",
  "serde_urlencoded",
- "thiserror 2.0.18",
+ "thiserror",
  "tokio",
  "tracing",
  "url",
@@ -4697,7 +4708,7 @@ dependencies = [
  "spin 0.10.0",
  "symbolic-demangle",
  "tempfile",
- "thiserror 2.0.18",
+ "thiserror",
 ]
 
 [[package]]
@@ -4852,7 +4863,7 @@ dependencies = [
  "rustc-hash 2.1.1",
  "rustls",
  "socket2",
- "thiserror 2.0.18",
+ "thiserror",
  "tokio",
  "tracing",
  "web-time",
@@ -4873,7 +4884,7 @@ dependencies = [
  "rustls",
  "rustls-pki-types",
  "slab",
- "thiserror 2.0.18",
+ "thiserror",
  "tinyvec",
  "tracing",
  "web-time",
@@ -5632,6 +5643,16 @@ version = "0.3.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e320a6c5ad31d271ad523dcf3ad13e2767ad8b1cb8f047f75a8aeaf8da139da2"
 
+[[package]]
+name = "simd_cesu8"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94f90157bb87cddf702797c5dadfa0be7d266cdf49e22da2fcaa32eff75b2c33"
+dependencies = [
+ "rustc_version",
+ "simdutf8",
+]
+
 [[package]]
 name = "simdutf8"
 version = "0.1.5"
@@ -5646,7 +5667,7 @@ checksum = "0d585997b0ac10be3c5ee635f1bab02d512760d14b7c468801ac8a01d9ae5f1d"
 dependencies = [
  "num-bigint",
  "num-traits",
- "thiserror 2.0.18",
+ "thiserror",
  "time",
 ]
 
@@ -5859,33 +5880,13 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
-[[package]]
-name = "thiserror"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b6aaf5339b578ea85b50e080feb250a3e8ae8cfcdff9a461c9ec2904bc923f52"
-dependencies = [
- "thiserror-impl 1.0.69",
-]
-
 [[package]]
 name = "thiserror"
 version = "2.0.18"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4288b5bcbc7920c07a1149a35cf9590a2aa808e0bc1eafaade0b80947865fbc4"
 dependencies = [
- "thiserror-impl 2.0.18",
-]
-
-[[package]]
-name = "thiserror-impl"
-version = "1.0.69"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4fee6c4efc90059e10f81e6d42c60a18f76588c3d74cb83a0b242a2b6c7504c1"
-dependencies = [
- "proc-macro2",
- "quote",
- "syn 2.0.117",
+ "thiserror-impl",
 ]
 
 [[package]]
@@ -6612,15 +6613,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-sys"
-version = "0.45.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "75283be5efb2831d37ea142365f009c02ec203cd29a3ebecbc093d52315b66d0"
-dependencies = [
- "windows-targets 0.42.2",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@@ -6657,21 +6649,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e5180c00cd44c9b1c88adb3693291f1cd93605ded80c250a75d472756b4d071"
-dependencies = [
- "windows_aarch64_gnullvm 0.42.2",
- "windows_aarch64_msvc 0.42.2",
- "windows_i686_gnu 0.42.2",
- "windows_i686_msvc 0.42.2",
- "windows_x86_64_gnu 0.42.2",
- "windows_x86_64_gnullvm 0.42.2",
- "windows_x86_64_msvc 0.42.2",
-]
-
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -6705,12 +6682,6 @@ dependencies = [
  "windows_x86_64_msvc 0.53.1",
 ]
 
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "597a5118570b68bc08d8d59125332c54f1ba9d9adeedeef5b99b02ba2b0698f8"
-
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.52.6"
@@ -6723,12 +6694,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e08e8864a60f06ef0d0ff4ba04124db8b0fb3be5776a5cd47641e942e58c4d43"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
@@ -6741,12 +6706,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c61d927d8da41da96a81f029489353e68739737d3beca43145c8afec9a31a84f"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
@@ -6771,12 +6730,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "44d840b6ec649f480a41c8d80f9c65108b92d89345dd94027bfe06ac444d1060"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
@@ -6789,12 +6742,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8de912b8b8feb55c064867cf047dda097f92d51efad5b491dfb98f6bbb70cb36"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
@@ -6807,12 +6754,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "26d41b46a36d453748aedef1486d5c7a85db22e56aff34643984ea85514e94a3"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
@@ -6825,12 +6766,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.42.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9aec5da331524158c6d1a4ac0ab1541149c0b9505fde06423b02f5ef0106b9f0"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
diff --git a/native/core/Cargo.toml b/native/core/Cargo.toml
index 37be0f282f..3134c73267 100644
--- a/native/core/Cargo.toml
+++ b/native/core/Cargo.toml
@@ -48,7 +48,7 @@ log4rs = "1.4.0"
 thiserror = { workspace = true }
 lazy_static = "1.4.0"
 prost = "0.14.3"
-jni = "0.21"
+jni = "0.22"
 snap = "1.1"
 # we disable default features in lz4_flex to force the use of the faster unsafe encoding and decoding implementation
 lz4_flex = { version = "0.12.0", default-features = false, features = ["frame"] }
@@ -93,7 +93,7 @@ hdrs = { version = "0.3.2", features = ["vendored"] }
 [dev-dependencies]
 pprof = { version = "0.15", features = ["flamegraph"] }
 criterion = { version = "0.7", features = ["async", "async_tokio", "async_std"] }
-jni = { version = "0.21", features = ["invocation"] }
+jni = { version = "0.22", features = ["invocation"] }
 lazy_static = "1.4"
 assertables = "9"
 hex = "0.4.3"