diff --git a/Cargo.lock b/Cargo.lock
index 3193fec..78812f1 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -57,56 +57,6 @@ dependencies = [
  "libc",
 ]
 
-[[package]]
-name = "anstream"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "824a212faf96e9acacdbd09febd34438f8f711fb84e09a8916013cd7815ca28d"
-dependencies = [
- "anstyle",
- "anstyle-parse",
- "anstyle-query",
- "anstyle-wincon",
- "colorchoice",
- "is_terminal_polyfill",
- "utf8parse",
-]
-
-[[package]]
-name = "anstyle"
-version = "1.0.14"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
-
-[[package]]
-name = "anstyle-parse"
-version = "1.0.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52ce7f38b242319f7cabaa6813055467063ecdc9d355bbb4ce0c68908cd8130e"
-dependencies = [
- "utf8parse",
-]
-
-[[package]]
-name = "anstyle-query"
-version = "1.1.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
-dependencies = [
- "windows-sys 0.61.2",
-]
-
-[[package]]
-name = "anstyle-wincon"
-version = "3.0.11"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
-dependencies = [
- "anstyle",
- "once_cell_polyfill",
- "windows-sys 0.61.2",
-]
-
 [[package]]
 name = "anyhow"
 version = "1.0.102"
@@ -436,13 +386,9 @@ dependencies = [
 
 [[package]]
 name = "asyncband"
-version = "0.6.7"
+version = "0.7.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "94a214ba60d6231afd0e805e3c27c45a1626d9debaa5a5061c45a1ea1b2f1ed0"
-dependencies = [
- "hashbrown 0.17.1",
- "slab",
-]
+checksum = "f2d85fd3d291fabcc40c7232c92c280ec1754fd7b5d7ea769f143222143e179a"
 
 [[package]]
 name = "atoi"
@@ -1098,46 +1044,6 @@ dependencies = [
  "inout",
 ]
 
-[[package]]
-name = "clap"
-version = "4.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1ddb117e43bbf7dacf0a4190fef4d345b9bad68dfc649cb349e7d17d28428e51"
-dependencies = [
- "clap_builder",
- "clap_derive",
-]
-
-[[package]]
-name = "clap_builder"
-version = "4.6.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "714a53001bf66416adb0e2ef5ac857140e7dc3a0c48fb28b2f10762fc4b5069f"
-dependencies = [
- "anstream",
- "anstyle",
- "clap_lex",
- "strsim",
-]
-
-[[package]]
-name = "clap_derive"
-version = "4.6.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f2ce8604710f6733aa641a2b3731eaa1e8b3d9973d5e3565da11800813f997a9"
-dependencies = [
- "heck",
- "proc-macro2",
- "quote",
- "syn 2.0.117",
-]
-
-[[package]]
-name = "clap_lex"
-version = "1.1.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
-
 [[package]]
 name = "cmake"
 version = "0.1.57"
@@ -1153,12 +1059,6 @@ version = "0.5.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0c9ea0ac24bc397ab3c98583a3c9ba74fa56b09a4449bbe172b9b1ddb016027a"
 
-[[package]]
-name = "colorchoice"
-version = "1.0.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
-
 [[package]]
 name = "colored"
 version = "3.1.1"
@@ -1438,16 +1338,6 @@ dependencies = [
  "memchr",
 ]
 
-[[package]]
-name = "ctor"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "424e0138278faeb2b401f174ad17e715c829512d74f3d1e81eb43365c2e0590e"
-dependencies = [
- "ctor-proc-macro",
- "dtor",
-]
-
 [[package]]
 name = "ctor"
 version = "1.0.13"
@@ -1458,12 +1348,6 @@ dependencies = [
  "linktime-proc-macro",
 ]
 
-[[package]]
-name = "ctor-proc-macro"
-version = "0.0.7"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "52560adf09603e58c9a7ee1fe1dcb95a16927b17c127f0ac02d6e768a0e25bc1"
-
 [[package]]
 name = "ctutils"
 version = "0.4.2"
@@ -1559,7 +1443,7 @@ dependencies = [
  "indexmap 2.14.0",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "sqlparser",
  "tempfile",
@@ -1588,7 +1472,7 @@ dependencies = [
  "futures",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "tokio",
 ]
@@ -1613,7 +1497,7 @@ dependencies = [
  "futures",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
 ]
 
 [[package]]
@@ -1633,7 +1517,7 @@ dependencies = [
  "itertools 0.14.0",
  "libc",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "sqlparser",
  "tokio",
  "uuid",
@@ -1674,7 +1558,7 @@ dependencies = [
  "glob",
  "itertools 0.14.0",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "rand 0.9.2",
  "tokio",
@@ -1701,7 +1585,7 @@ dependencies = [
  "datafusion-session",
  "futures",
  "itertools 0.14.0",
- "object_store",
+ "object_store 0.13.2",
  "tokio",
 ]
 
@@ -1723,7 +1607,7 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
- "object_store",
+ "object_store 0.13.2",
  "regex",
  "tokio",
 ]
@@ -1746,7 +1630,7 @@ dependencies = [
  "datafusion-physical-plan",
  "datafusion-session",
  "futures",
- "object_store",
+ "object_store 0.13.2",
  "tokio",
  "tokio-stream",
 ]
@@ -1772,7 +1656,7 @@ dependencies = [
  "datafusion-physical-expr-common",
  "futures",
  "log",
- "object_store",
+ "object_store 0.13.2",
  "parking_lot",
  "rand 0.9.2",
  "tempfile",
@@ -1836,7 +1720,7 @@ dependencies = [
  "hex",
  "itertools 0.14.0",
  "log",
- "md-5 0.11.0",
+ "md-5",
  "memchr",
  "num-traits",
  "rand 0.9.2",
@@ -2140,7 +2024,7 @@ dependencies = [
  "datafusion",
  "half",
  "itertools 0.14.0",
- "object_store",
+ "object_store 0.13.2",
  "pbjson-types",
  "prost",
  "substrait",
@@ -2148,6 +2032,12 @@ dependencies = [
  "url",
 ]
 
+[[package]]
+name = "datasketches"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46c4cf71a36b46dcfc00e5014c0c20ccad2b1b6a008304d7d57d2749b2d41b3d"
+
 [[package]]
 name = "defmt"
 version = "1.1.1"
@@ -2265,21 +2155,6 @@ dependencies = [
  "const-random",
 ]
 
-[[package]]
-name = "dtor"
-version = "0.1.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "404d02eeb088a82cfd873006cb713fe411306c7d182c344905e101fb1167d301"
-dependencies = [
- "dtor-proc-macro",
-]
-
-[[package]]
-name = "dtor-proc-macro"
-version = "0.0.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f678cf4a922c215c63e0de95eb1ff08a958a81d47e485cf9da1e27bf6305cfa5"
-
 [[package]]
 name = "dunce"
 version = "1.0.5"
@@ -2437,6 +2312,65 @@ dependencies = [
  "percent-encoding",
 ]
 
+[[package]]
+name = "foyer-common"
+version = "0.22.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "643b47d510032a01e5af70dca288b0c5ec531646c1a8392e793fb5b0c13bef30"
+dependencies = [
+ "anyhow",
+ "bytes",
+ "cfg-if 1.0.4",
+ "foyer-tokio",
+ "mixtrics",
+ "parking_lot",
+ "pin-project",
+ "twox-hash",
+]
+
+[[package]]
+name = "foyer-intrusive-collections"
+version = "0.10.0-dev"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e4fee46bea69e0596130e3210e65d3424e0ac1e6df3bde6636304bdf1ca4a3b"
+dependencies = [
+ "memoffset",
+]
+
+[[package]]
+name = "foyer-memory"
+version = "0.22.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae51f5089f3d9025ae77f17ea66d2489ac0f82fbb1d91462807bea174d486d82"
+dependencies = [
+ "anyhow",
+ "asyncband",
+ "bitflags 2.11.0",
+ "datasketches",
+ "equivalent",
+ "foyer-common",
+ "foyer-intrusive-collections",
+ "foyer-tokio",
+ "futures-util",
+ "hashbrown 0.17.1",
+ "itertools 0.15.0",
+ "mixtrics",
+ "parking_lot",
+ "paste",
+ "pin-project",
+ "serde",
+ "tracing",
+]
+
+[[package]]
+name = "foyer-tokio"
+version = "0.22.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6741d1133dfaab64d3f8a9290bbfed3685084add28f8b6ee7a6264aa4dc26918"
+dependencies = [
+ "tokio",
+]
+
 [[package]]
 name = "frostem"
 version = "1.20260821.5"
@@ -2451,8 +2385,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -2801,27 +2735,25 @@ dependencies = [
 
 [[package]]
 name = "goosefs-sdk"
-version = "0.1.9"
+version = "0.2.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e1ea4eee6dcbc31b25ab4fd577adc55b677d2bed3aa3016c44c58fbe1b2298a5"
+checksum = "1e471f7bce40936cf2023855c7350e31e11b3f703eb7cb2ce73c9ffc451f87d2"
 dependencies = [
  "arc-swap",
  "async-trait",
  "bytes",
  "dashmap",
  "fastrand",
+ "foyer-common",
+ "foyer-memory",
  "futures",
  "hostname",
  "io-uring",
  "itoa",
  "libc",
  "lru",
- "memmap2",
- "moka",
  "prost",
- "prost-types",
  "rand 0.9.2",
- "reqwest 0.12.28",
  "serde",
  "thiserror 2.0.18",
  "tokio",
@@ -2955,18 +2887,21 @@ checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
 
 [[package]]
 name = "hf-xet"
-version = "1.5.2"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "430b33fa84f92796d4d263070b6c0d3ca219df7b9a0e1853ee431029b1612bcd"
+checksum = "c237ef4fb0ce1962a5117f8bd8c74454b41629826a9df17d14a1840ca18f0754"
 dependencies = [
+ "anyhow",
  "async-trait",
  "bytes",
  "http 1.4.0",
  "more-asserts",
  "serde",
+ "serde_json",
  "thiserror 2.0.18",
  "tokio",
  "tokio-util",
+ "tokio_with_wasm",
  "tracing",
  "uuid",
  "xet-client",
@@ -3065,12 +3000,6 @@ version = "1.10.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "6dbf3de79e51f3d586ab4cb9d5c3e2c14aa28ed23d180cf89b4df0454a69cc87"
 
-[[package]]
-name = "httpdate"
-version = "1.0.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
-
 [[package]]
 name = "humantime"
 version = "2.3.0"
@@ -3100,7 +3029,6 @@ dependencies = [
  "http 1.4.0",
  "http-body 1.0.1",
  "httparse",
- "httpdate",
  "itoa",
  "pin-project-lite",
  "pin-utils",
@@ -3124,7 +3052,6 @@ dependencies = [
  "tokio",
  "tokio-rustls",
  "tower-service",
- "webpki-roots",
 ]
 
 [[package]]
@@ -3461,12 +3388,6 @@ dependencies = [
  "serde",
 ]
 
-[[package]]
-name = "is_terminal_polyfill"
-version = "1.70.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
-
 [[package]]
 name = "itertools"
 version = "0.11.0"
@@ -3485,6 +3406,15 @@ dependencies = [
  "either",
 ]
 
+[[package]]
+name = "itertools"
+version = "0.15.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b4baf93f58d4425749ca49a51c50ebab072c5df6994d08fed93541c331481dc"
+dependencies = [
+ "either",
+]
+
 [[package]]
 name = "itoa"
 version = "1.0.18"
@@ -3654,8 +3584,8 @@ checksum = "e037a2e1d8d5fdbd49b16a4ea09d5d6401c1f29eca5ff29d03d3824dba16256a"
 
 [[package]]
 name = "lance"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -3671,6 +3601,7 @@ dependencies = [
  "async-recursion",
  "async-trait",
  "async_cell",
+ "blake3",
  "byteorder",
  "bytes",
  "chrono",
@@ -3702,7 +3633,7 @@ dependencies = [
  "lance-tokenizer",
  "log",
  "moka",
- "object_store",
+ "object_store 0.14.2",
  "permutation",
  "pin-project",
  "prost",
@@ -3726,8 +3657,8 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3749,7 +3680,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-scalar"
 version = "58.0.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3763,7 +3694,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-stats"
 version = "58.0.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -3772,8 +3703,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrayref",
  "crunchy",
@@ -3815,8 +3746,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -3835,7 +3766,7 @@ dependencies = [
  "log",
  "moka",
  "num_cpus",
- "object_store",
+ "object_store 0.14.2",
  "pin-project",
  "prost",
  "quick_cache",
@@ -3853,8 +3784,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3871,6 +3802,7 @@ dependencies = [
  "datafusion-physical-expr",
  "datafusion-substrait",
  "futures",
+ "half",
  "jsonb",
  "lance-arrow",
  "lance-core",
@@ -3885,8 +3817,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -3903,8 +3835,8 @@ dependencies = [
 
 [[package]]
 name = "lance-derive"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3913,8 +3845,8 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3947,8 +3879,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -3969,18 +3901,19 @@ dependencies = [
  "lance-io",
  "log",
  "num-traits",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
+ "serde",
  "tokio",
  "tracing",
 ]
 
 [[package]]
 name = "lance-geo"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "datafusion",
  "geo-traits",
@@ -3994,8 +3927,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -4022,6 +3955,7 @@ dependencies = [
  "geoarrow-array",
  "geoarrow-schema",
  "half",
+ "hex",
  "itertools 0.14.0",
  "jsonb",
  "lance-arrow",
@@ -4042,7 +3976,7 @@ dependencies = [
  "log",
  "ndarray",
  "num-traits",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
@@ -4058,12 +3992,13 @@ dependencies = [
  "tempfile",
  "tokio",
  "tracing",
+ "twox-hash",
 ]
 
 [[package]]
 name = "lance-index-core"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4081,12 +4016,13 @@ dependencies = [
  "roaring",
  "serde",
  "serde_json",
+ "tokio",
 ]
 
 [[package]]
 name = "lance-io"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4098,15 +4034,17 @@ dependencies = [
  "bytes",
  "chrono",
  "futures",
+ "goosefs-sdk",
  "http 1.4.0",
  "io-uring",
  "lance-core",
  "lance-namespace",
  "log",
  "moka",
- "object_store",
+ "object_store 0.14.2",
  "object_store_opendal",
  "opendal",
+ "opendal-service-goosefs",
  "path_abs",
  "pin-project",
  "prost",
@@ -4125,8 +4063,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4140,22 +4078,24 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow",
  "async-trait",
  "bytes",
  "lance-core",
  "lance-namespace-reqwest-client",
+ "serde",
+ "serde_json",
  "snafu",
 ]
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.11.1"
+version = "0.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1d06b1fbb5d41f93bc652b61e2872af92e8a6c5f6b4ce8839a8ecfa05365d359"
+checksum = "d8d23e54b1634d5bbb434f8dd33dc3c05f6e58d876a9a27b3b4aef58ddbe11af"
 dependencies = [
  "reqwest 0.12.28",
  "serde",
@@ -4167,8 +4107,8 @@ dependencies = [
 
 [[package]]
 name = "lance-select"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4182,8 +4122,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4202,7 +4142,7 @@ dependencies = [
  "lance-io",
  "lance-select",
  "log",
- "object_store",
+ "object_store 0.14.2",
  "prost",
  "prost-build",
  "prost-types",
@@ -4221,8 +4161,8 @@ dependencies = [
 
 [[package]]
 name = "lance-tokenizer"
-version = "11.0.1-beta.0"
-source = "git+https://github.com/lance-format/lance.git?rev=db211492fc5cd9da5642d7234d9682de9be77c19#db211492fc5cd9da5642d7234d9682de9be77c19"
+version = "13.0.0-beta.18"
+source = "git+https://github.com/lance-format/lance.git?rev=68c12dfd7efe02f90ad2d7f3a239a7eb64884e57#68c12dfd7efe02f90ad2d7f3a239a7eb64884e57"
 dependencies = [
  "frostem",
  "icu_segmenter",
@@ -4387,11 +4327,11 @@ dependencies = [
 
 [[package]]
 name = "lru"
-version = "0.18.4"
+version = "0.16.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ff9840bcc50b71349309900da0ce7279aa336ae71d73250b07998932c7d97c25"
+checksum = "7f66e8d5d03f609abc3a39e6f08e4164ebf1447a732906d39eb9b99b7919ef39"
 dependencies = [
- "hashbrown 0.17.1",
+ "hashbrown 0.16.1",
 ]
 
 [[package]]
@@ -4450,16 +4390,6 @@ dependencies = [
  "thread-tree",
 ]
 
-[[package]]
-name = "md-5"
-version = "0.10.6"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d89e7ee0cfbedfc4da3340218492196241d89eefb6dab27de5df917a6d2e78cf"
-dependencies = [
- "cfg-if 1.0.4",
- "digest 0.10.7",
-]
-
 [[package]]
 name = "md-5"
 version = "0.11.0"
@@ -4470,15 +4400,6 @@ dependencies = [
  "digest 0.11.3",
 ]
 
-[[package]]
-name = "mea"
-version = "0.6.3"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6747f54621d156e1b47eb6b25f39a941b9fc347f98f67d25d8881ff99e8ed832"
-dependencies = [
- "slab",
-]
-
 [[package]]
 name = "memchr"
 version = "2.8.0"
@@ -4486,12 +4407,12 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f8ca58f447f06ed17d5fc4043ce1b10dd205e060fb3ce5b979b8ed8e59ff3f79"
 
 [[package]]
-name = "memmap2"
-version = "0.9.11"
+name = "memoffset"
+version = "0.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d1219ed1b7f229ee7104d281dd01d6802fe28bb6e95d292942c4daacdeb798c0"
+checksum = "488016bfae457b036d996092f6cb448677611ce4449e970ceaf42695203f218a"
 dependencies = [
- "libc",
+ "autocfg",
 ]
 
 [[package]]
@@ -4531,6 +4452,16 @@ dependencies = [
  "windows-sys 0.61.2",
 ]
 
+[[package]]
+name = "mixtrics"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c46b5adfb7a3ae4996d327a5bdc90e78fec025806dd312bdbe6f07a755e0ec9"
+dependencies = [
+ "itertools 0.15.0",
+ "parking_lot",
+]
+
 [[package]]
 name = "moka"
 version = "0.12.15"
@@ -4578,6 +4509,18 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "nix"
+version = "0.31.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cf20d2fde8ff38632c426f1165ed7436270b44f199fc55284c38276f9db47c3d"
+dependencies = [
+ "bitflags 2.11.0",
+ "cfg-if 1.0.4",
+ "cfg_aliases",
+ "libc",
+]
+
 [[package]]
 name = "nom"
 version = "8.0.0"
@@ -4743,9 +4686,37 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "622acbc9100d3c10e2ee15804b0caa40e55c933d5aa53814cd520805b7958a49"
 dependencies = [
  "async-trait",
- "base64 0.22.1",
  "bytes",
  "chrono",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "http 1.4.0",
+ "humantime",
+ "itertools 0.14.0",
+ "parking_lot",
+ "percent-encoding",
+ "thiserror 2.0.18",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+ "wasm-bindgen-futures",
+ "web-time",
+]
+
+[[package]]
+name = "object_store"
+version = "0.14.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1796bc93603f78c5760a69f2d58badc9618d22adade0a95385bb2adbae4eb94"
+dependencies = [
+ "async-trait",
+ "aws-lc-rs",
+ "base64 0.23.1",
+ "bytes",
+ "chrono",
+ "crc-fast",
  "form_urlencoded",
  "futures-channel",
  "futures-core",
@@ -4755,14 +4726,14 @@ dependencies = [
  "httparse",
  "humantime",
  "hyper",
- "itertools 0.14.0",
- "md-5 0.10.6",
+ "itertools 0.15.0",
+ "md-5",
+ "nix",
  "parking_lot",
  "percent-encoding",
- "quick-xml 0.39.4",
+ "quick-xml 0.41.0",
  "rand 0.10.1",
- "reqwest 0.12.28",
- "ring",
+ "reqwest 0.13.4",
  "rustls-pki-types",
  "serde",
  "serde_json",
@@ -4774,20 +4745,21 @@ dependencies = [
  "walkdir",
  "wasm-bindgen-futures",
  "web-time",
+ "windows-sys 0.61.2",
 ]
 
 [[package]]
 name = "object_store_opendal"
-version = "0.58.0"
+version = "0.60.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "88f165780495c17aa3ce86846600504198c3fffd99073521552751c2430fa6ac"
+checksum = "c479bcc317f0ed98972b7184e0f9cc1bea83a07f60cdade96d7207a48ebfb779"
 dependencies = [
  "async-trait",
+ "asyncband",
  "bytes",
  "chrono",
  "futures",
- "mea",
- "object_store",
+ "object_store 0.14.2",
  "opendal",
  "pin-project",
  "tokio",
@@ -4799,12 +4771,6 @@ version = "1.21.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
 
-[[package]]
-name = "once_cell_polyfill"
-version = "1.70.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
-
 [[package]]
 name = "oneshot"
 version = "0.1.13"
@@ -4813,11 +4779,11 @@ checksum = "269bca4c2591a28585d6bf10d9ed0332b7d76900a1b02bec41bdc3a2cdcda107"
 
 [[package]]
 name = "opendal"
-version = "0.58.2"
+version = "0.59.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "33dbff14cc9bb085224256d6a81289d2f3202e85b06f408d42534b42162a4231"
+checksum = "9fe43e16d96bed57937eb7c4a28559bf4c5fc4a3951656505d1fdd4f856349b4"
 dependencies = [
- "ctor 1.0.13",
+ "ctor",
  "opendal-core",
  "opendal-http-transport-reqwest",
  "opendal-layer-concurrent-limit",
@@ -4837,9 +4803,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-core"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "48dbcef97d3eb7591db2c18d5cae95c836bcce07359b98d98dd6f4e861eb77b7"
+checksum = "ddff5c648dcb3922c2bec71e0d26e881ddf9c367cb7c9a59ed7f2d39a4f38218"
 dependencies = [
  "anyhow",
  "asyncband",
@@ -4849,7 +4815,7 @@ dependencies = [
  "http 1.4.0",
  "jiff",
  "log",
- "md-5 0.11.0",
+ "md-5",
  "percent-encoding",
  "quick-xml 0.41.0",
  "reqsign-core",
@@ -4863,9 +4829,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-http-transport-reqwest"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "85663452ea32bbc17e8f79ab29788c846d116ec7de31451be9c787e462dcb36c"
+checksum = "56fcee7ac4b4b815d38346ceb4f3a5d7ef18869c369e000cc7f622b51bcfa938"
 dependencies = [
  "bytes",
  "futures",
@@ -4877,9 +4843,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-layer-concurrent-limit"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "03f9e144b5228d741c3763ade8711d9b72e5fb6d998e779f2d7a09da0b5a3eba"
+checksum = "b454e68e5f6b331bd079a2ee02ebe05078fc0ddaae6822767ef54ab3c2ac0aa8"
 dependencies = [
  "asyncband",
  "futures",
@@ -4889,9 +4855,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-layer-logging"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c2de17c61cd32e9d8d7d8efb91795e714dbccbafbc3c4e219e1542f4d6324161"
+checksum = "e6fd30cc4be601d5adf4936f3bcc186be5e09046c85b4e0f4e6c47ac10966335"
 dependencies = [
  "log",
  "opendal-core",
@@ -4899,9 +4865,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-layer-retry"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e94db301964a25366090484d61e6da16d5979cc8faf02c3e12210dc74fafed38"
+checksum = "1b2da6d89ef0392177f0410dead4b0f50ae7eed56033e00e6c5d78d618b49194"
 dependencies = [
  "backon",
  "log",
@@ -4910,9 +4876,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-layer-timeout"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "08956ddda07465449bfd48825f4f0f25e0351278ac974eaa659895d9d74f2c80"
+checksum = "337e46d134eb08beafea92fbe32fdb96d80750b711fea21b158ed3f5cb7ec40c"
 dependencies = [
  "opendal-core",
  "tokio",
@@ -4920,9 +4886,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-azblob"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6d278d2fb57661947d1c9fb44047e432b2782c48dc085b7abc99fe6e18c26cf8"
+checksum = "f79d8340796e728bf79248d183c59760996059c882c7b151845b8169103bf08d"
 dependencies = [
  "base64 0.23.1",
  "bytes",
@@ -4941,9 +4907,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-azdls"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2d564484a8f7d091827e825cfc91ed45bd48e64d262451ee041fe843db81bd8a"
+checksum = "be0a35156499ff5a95d8866d1baf4d77d22e4f14cf8d68806a7015ffe096cb3a"
 dependencies = [
  "asyncband",
  "base64 0.23.1",
@@ -4962,9 +4928,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-azure-common"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cfcc1bfdac4f54d9018c462dd32ad9e2f68fdf584f825c811550c8ffc87894cd"
+checksum = "9dd98dfe60b62baa344f3fd4cee68dbb8538483569cded75c8b614c57880a9b9"
 dependencies = [
  "http 1.4.0",
  "opendal-core",
@@ -4972,9 +4938,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-cos"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bb021c128ebde42e6f3e719d4cfed27e994017aa503a7a1e5818bdb61fd67dc9"
+checksum = "fb37f62818e163131e9f588c45cf18998ba5136dc77d585996264fe6bde5c76f"
 dependencies = [
  "bytes",
  "http 1.4.0",
@@ -4989,9 +4955,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-gcs"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da1f2a8c975fd22fea01f0409bcb8774f1ac02ad79863a3490098203121555d3"
+checksum = "658545a6d3ef1b650117abdb04ed6b8b9bafeae19ed8ace6a3c36212d5999fbe"
 dependencies = [
  "async-trait",
  "bytes",
@@ -5006,28 +4972,30 @@ dependencies = [
  "serde",
  "serde_json",
  "tokio",
+ "uuid",
 ]
 
 [[package]]
 name = "opendal-service-goosefs"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "89fd71b80078f2983bd363e322fbebfa6a46d5fc56f17e4f23d76d5edb31226b"
+checksum = "18fb508375b4342d0cd29721ab5955f0ce26c2500fbb659d2f4a7c802005597f"
 dependencies = [
+ "asyncband",
  "bytes",
  "goosefs-sdk",
  "log",
  "opendal-core",
  "serde",
- "tokio",
 ]
 
 [[package]]
 name = "opendal-service-hf"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c8a3c8ec0c2918fa23f258fa28822f222ec8c1e3a501ded665b78bc65a9d7734"
+checksum = "3815e9695b4b73b4d038b55e335a6e2c17dc8da6997a8dc97705a3e86abe54aa"
 dependencies = [
+ "asyncband",
  "bytes",
  "hf-xet",
  "http 1.4.0",
@@ -5040,9 +5008,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-oss"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8e3ce7a2ceb925e0f28f545b169eb57d04cec6116aae94b8584d2bdbe7d456c6"
+checksum = "f09301e6909337878f95e5991447a875e93fc510295528685b931efdb28f3d7e"
 dependencies = [
  "bytes",
  "http 1.4.0",
@@ -5057,16 +5025,16 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-s3"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c64335f9f24ccb62ac36f1d976342b48611a75ba61979813a4f78a4ebd94de42"
+checksum = "9de51cba3b83c8130e211045fd2b9d454c4b73f557ad88b71244c2ab943b2b05"
 dependencies = [
  "base64 0.23.1",
  "bytes",
  "crc-fast",
  "http 1.4.0",
  "log",
- "md-5 0.11.0",
+ "md-5",
  "opendal-core",
  "quick-xml 0.41.0",
  "reqsign-aws-v4",
@@ -5078,9 +5046,9 @@ dependencies = [
 
 [[package]]
 name = "opendal-service-tos"
-version = "0.58.2"
+version = "0.59.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70c3c507c3a565b2feb4c7b5f653436acd34ca59ffc842a7671b5498b13b76bf"
+checksum = "25706a3288ae449555c9dbd5910474271d1bb99f86e7006c6d9f1753c2614fe0"
 dependencies = [
  "bytes",
  "http 1.4.0",
@@ -5492,9 +5460,9 @@ dependencies = [
 
 [[package]]
 name = "quick-xml"
-version = "0.39.4"
+version = "0.41.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cdcc8dd4e2f670d309a5f0e83fe36dfdc05af317008fea29144da1a2ac858e5e"
+checksum = "e660451e55124f798a69a5af3f49ccfbefbd41910eefd25caf2393e1f3473ec1"
 dependencies = [
  "memchr",
  "serde",
@@ -5502,9 +5470,9 @@ dependencies = [
 
 [[package]]
 name = "quick-xml"
-version = "0.41.0"
+version = "0.42.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e660451e55124f798a69a5af3f49ccfbefbd41910eefd25caf2393e1f3473ec1"
+checksum = "41b1177fdf999d2321d3fb46ff47159d9c1fb9ad66a4879f8c50a0b504615e9b"
 dependencies = [
  "memchr",
  "serde",
@@ -5844,9 +5812,9 @@ dependencies = [
 
 [[package]]
 name = "reqsign-aws-core"
-version = "3.1.0"
+version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4d63b56638bb3cc7bd376a7cdce1ba3089777a08f47e4097888f2d784cc3f46c"
+checksum = "d38c902d8ec745bd9eadd1abbcbe227f4c1fc2926b2ec8929f89234af3114500"
 dependencies = [
  "bytes",
  "form_urlencoded",
@@ -5854,7 +5822,7 @@ dependencies = [
  "http 1.4.0",
  "log",
  "percent-encoding",
- "quick-xml 0.41.0",
+ "quick-xml 0.42.0",
  "reqsign-core",
  "rust-ini",
  "serde",
@@ -5865,14 +5833,14 @@ dependencies = [
 
 [[package]]
 name = "reqsign-aws-v4"
-version = "3.2.0"
+version = "3.3.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4a0c499f4ed12d04c3d4c78fe4cb01aee22c9dae22848c14db2c6313d9df9f43"
+checksum = "906bfd028f96bfe73fdb892ce26f3b3f99b4f30feb9bd024be58bd6657f68b2b"
 dependencies = [
  "bytes",
  "http 1.4.0",
  "log",
- "quick-xml 0.41.0",
+ "quick-xml 0.42.0",
  "reqsign-aws-core",
  "reqsign-core",
  "serde",
@@ -5901,14 +5869,14 @@ dependencies = [
 
 [[package]]
 name = "reqsign-core"
-version = "3.3.0"
+version = "3.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f4ac1510872d9481205975d264deb39c109797e5068cc882ed9064270eaae5fa"
+checksum = "85fed85c436b6b920e4b36310f699a77771a91e38ae483df48447bd7d162671c"
 dependencies = [
  "anyhow",
+ "asyncband",
  "base64 0.23.1",
  "bytes",
- "futures",
  "hex",
  "hmac 0.13.0",
  "http 1.4.0",
@@ -5925,9 +5893,9 @@ dependencies = [
 
 [[package]]
 name = "reqsign-file-read-tokio"
-version = "3.0.5"
+version = "3.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "95c3371bfc7e5c7f9627a04133af3583fd6c28715e7c83f79db38f3b384f535f"
+checksum = "586a8e198057773f9616901fd723a4bc186812b9765bc0f20368661d6169d906"
 dependencies = [
  "anyhow",
  "reqsign-core",
@@ -5936,9 +5904,9 @@ dependencies = [
 
 [[package]]
 name = "reqsign-google"
-version = "3.1.0"
+version = "3.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f81a9d38870892443489c0abb5332edfa81d5a14c437af9caef7c194897c92c1"
+checksum = "719e55931cc81b8dcd69f95f0a2def55617cb76cb3aa2f8c439e10682e46fa10"
 dependencies = [
  "bytes",
  "form_urlencoded",
@@ -6024,7 +5992,6 @@ dependencies = [
  "wasm-bindgen-futures",
  "wasm-streams 0.4.2",
  "web-sys",
- "webpki-roots",
 ]
 
 [[package]]
@@ -6037,6 +6004,7 @@ dependencies = [
  "bytes",
  "futures-core",
  "futures-util",
+ "h2",
  "http 1.4.0",
  "http-body 1.0.1",
  "http-body-util",
@@ -6567,7 +6535,6 @@ dependencies = [
  "cfg-if 1.0.4",
  "cpufeatures 0.2.17",
  "digest 0.10.7",
- "sha2-asm",
 ]
 
 [[package]]
@@ -6581,15 +6548,6 @@ dependencies = [
  "digest 0.11.3",
 ]
 
-[[package]]
-name = "sha2-asm"
-version = "0.6.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b845214d6175804686b2bd482bcffe96651bb2d1200742b712003504a2dac1ab"
-dependencies = [
- "cc",
-]
-
 [[package]]
 name = "sharded-slab"
 version = "0.1.7"
@@ -7148,6 +7106,30 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "tokio_with_wasm"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34e40fbbbd95441133fe9483f522db15dbfd26dc636164ebd8f2dd28759a6aa6"
+dependencies = [
+ "js-sys",
+ "tokio",
+ "tokio_with_wasm_proc",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+]
+
+[[package]]
+name = "tokio_with_wasm_proc"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d01145a2c788d6aae4cd653afec1e8332534d7d783d01897cefcafe4428de992"
+dependencies = [
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "toml_datetime"
 version = "1.1.0+spec-1.1.0"
@@ -7187,7 +7169,6 @@ dependencies = [
  "async-trait",
  "base64 0.22.1",
  "bytes",
- "h2",
  "http 1.4.0",
  "http-body 1.0.1",
  "http-body-util",
@@ -7196,7 +7177,6 @@ dependencies = [
  "hyper-util",
  "percent-encoding",
  "pin-project",
- "socket2",
  "sync_wrapper",
  "tokio",
  "tokio-stream",
@@ -7513,12 +7493,6 @@ version = "1.0.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
-[[package]]
-name = "utf8parse"
-version = "0.2.2"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
-
 [[package]]
 name = "uuid"
 version = "1.24.0"
@@ -7758,15 +7732,6 @@ dependencies = [
  "rustls-pki-types",
 ]
 
-[[package]]
-name = "webpki-roots"
-version = "1.0.9"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7dcd9d09a39985f5344844e66b0c530a33843579125f23e21e9f0f220850f22a"
-dependencies = [
- "rustls-pki-types",
-]
-
 [[package]]
 name = "whoami"
 version = "2.1.1"
@@ -8227,20 +8192,18 @@ dependencies = [
 
 [[package]]
 name = "xet-client"
-version = "1.5.2"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3e1e496dcbe6a09017acdfaf48e1a646735e7ff5b2a49e2c7e081cca77a59bc8"
+checksum = "c3b8da8cc70aa2e3c500c0400e012df82c656ab9fca47f9f939fffc5afd89aca"
 dependencies = [
  "anyhow",
  "async-trait",
  "base64 0.22.1",
  "bytes",
- "clap",
  "crc32fast",
  "futures",
  "http 1.4.0",
  "hyper",
- "lazy_static",
  "more-asserts",
  "rand 0.10.1",
  "redb",
@@ -8254,8 +8217,8 @@ dependencies = [
  "thiserror 2.0.18",
  "tokio",
  "tokio-retry",
+ "tokio_with_wasm",
  "tracing",
- "tracing-subscriber",
  "url",
  "urlencoding",
  "web-time",
@@ -8265,24 +8228,21 @@ dependencies = [
 
 [[package]]
 name = "xet-core-structures"
-version = "1.5.2"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cb838aa8eb67d730af301584cf003caad407487606058292a6750711b603fbee"
+checksum = "73503c223783dccc864abde22115e09d12f190448a0baf58ab2c54bc709e2f99"
 dependencies = [
  "async-trait",
  "base64 0.22.1",
  "blake3",
  "bytemuck",
  "bytes",
- "clap",
  "countio",
- "csv",
  "futures",
  "futures-util",
  "getrandom 0.4.2",
  "heapify",
  "itertools 0.14.0",
- "lazy_static",
  "lz4_flex",
  "more-asserts",
  "rand 0.10.1",
@@ -8290,7 +8250,6 @@ dependencies = [
  "safe-transmute",
  "serde",
  "static_assertions",
- "tempfile",
  "thiserror 2.0.18",
  "tokio",
  "tokio-util",
@@ -8302,32 +8261,31 @@ dependencies = [
 
 [[package]]
 name = "xet-data"
-version = "1.5.2"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "67fd409bef621411a9d9013798540bb8036cb2678f03ab39af89a5e88034ed8c"
+checksum = "c89052ec5dec2187cad30b86af92cc24fd61c4a57a795f1ff7ff5f38d49184eb"
 dependencies = [
  "anyhow",
  "async-trait",
  "bytes",
  "chrono",
- "clap",
  "gearhash",
  "http 1.4.0",
  "itertools 0.14.0",
- "lazy_static",
  "more-asserts",
  "rand 0.10.1",
  "serde",
  "serde_json",
- "sha2 0.10.9",
+ "sha2 0.11.0",
  "tempfile",
  "thiserror 2.0.18",
  "tokio",
  "tokio-util",
+ "tokio_with_wasm",
  "tracing",
  "url",
  "uuid",
- "walkdir",
+ "web-time",
  "xet-client",
  "xet-core-structures",
  "xet-runtime",
@@ -8335,9 +8293,9 @@ dependencies = [
 
 [[package]]
 name = "xet-runtime"
-version = "1.5.2"
+version = "1.6.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "15d8f121c33866f7648b737abe70d0e2dd9c0af4ffdd7219207531d0283aa63d"
+checksum = "af5c60d5eed38ab4c576f4421bae835e7bd07631fb381705605529d2015c106b"
 dependencies = [
  "anyhow",
  "async-trait",
@@ -8345,13 +8303,12 @@ dependencies = [
  "chrono",
  "colored",
  "const-str",
- "ctor 0.6.3",
+ "ctor",
  "dirs",
  "futures",
  "git-version",
  "humantime",
  "konst",
- "lazy_static",
  "libc",
  "more-asserts",
  "oneshot",
@@ -8365,9 +8322,11 @@ dependencies = [
  "thiserror 2.0.18",
  "tokio",
  "tokio-util",
+ "tokio_with_wasm",
  "tracing",
  "tracing-appender",
  "tracing-subscriber",
+ "web-time",
  "whoami",
  "winapi",
 ]
diff --git a/Cargo.toml b/Cargo.toml
index 5b43998..18654b8 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -22,14 +22,15 @@ crate-type = ["cdylib", "staticlib", "rlib"]
 # `lance_index::progress::IndexBuildProgress`; already in the graph
 # transitively via lance-index.
 async-trait = "0.1"
-lance = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19", features = ["substrait"] }
-lance-core = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-file = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-index = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-io = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-linalg = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-table = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-datafusion = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19", features = ["substrait"] }
+# Keep the dependency on the segment-prefilter fix and its float-consistent PQ prerequisite.
+lance = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57", features = ["substrait"] }
+lance-core = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-file = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-index = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-io = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-linalg = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-table = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-datafusion = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57", features = ["substrait"] }
 datafusion = { version = "54.0.0", default-features = false }
 arrow = { version = "58.0.0", features = ["prettyprint", "ffi"] }
 arrow-array = "58.0.0"
@@ -44,16 +45,16 @@ futures = "0.3"
 log = "0.4"
 libc = "0.2"
 # Explicitly install the HTTP transport when embedded in a static C/C++ executable.
-opendal = { version = "=0.58.2", default-features = false, features = ["http-transport-reqwest"] }
+opendal = { version = "=0.59.2", default-features = false, features = ["http-transport-reqwest"] }
 pin-project = "1.0"
 prost = "0.14"
 snafu = "0.9"
 uuid = { version = "1", features = ["v4"] }
 
 [dev-dependencies]
-lance = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19", features = ["substrait"] }
-lance-datagen = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
-lance-file = { git = "https://github.com/lance-format/lance.git", rev = "db211492fc5cd9da5642d7234d9682de9be77c19" }
+lance = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57", features = ["substrait"] }
+lance-datagen = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
+lance-file = { git = "https://github.com/lance-format/lance.git", rev = "68c12dfd7efe02f90ad2d7f3a239a7eb64884e57" }
 tokio = { version = "1", features = ["rt-multi-thread", "macros"] }
 arrow-array = "58.0.0"
 arrow-schema = "58.0.0"
diff --git a/tests/c_api_test.rs b/tests/c_api_test.rs
index c02cf45..1a25e34 100644
--- a/tests/c_api_test.rs
+++ b/tests/c_api_test.rs
@@ -7509,6 +7509,168 @@ fn test_scanner_nearest_with_ivf_pq_index() {
     unsafe { lance_dataset_close(ds) };
 }
 
+#[test]
+fn test_scanner_nearest_4bit_pq_prefilter_consistency() {
+    for metric in [
+        LanceMetricType::L2,
+        LanceMetricType::Cosine,
+        LanceMetricType::Dot,
+    ] {
+        // One 512-row partition exercises the bulk scoring path whose former
+        // quantized scores could select different candidates from an all-row mask.
+        let (_tmp, uri) = create_vector_dataset(512, 32);
+        let dataset = unsafe { lance_dataset_open(c_str(&uri).as_ptr(), ptr::null(), 0) };
+        assert!(!dataset.is_null());
+        let column = c_str("embedding");
+        let name = c_str("pq_idx");
+        let params = LanceVectorIndexParams {
+            index_type: LanceVectorIndexType::IvfPq,
+            metric,
+            num_partitions: 1,
+            num_sub_vectors: 8,
+            num_bits: 4,
+            max_iterations: 2,
+            hnsw_m: 0,
+            hnsw_ef_construction: 0,
+            sample_rate: 16,
+        };
+        assert_eq!(
+            unsafe {
+                lance_dataset_create_vector_index(
+                    dataset,
+                    column.as_ptr(),
+                    name.as_ptr(),
+                    &params,
+                    false,
+                )
+            },
+            0,
+            "{}",
+            take_last_error_message()
+        );
+        let mut segment = [0_u8; 16];
+        let mut count = 0;
+        assert_eq!(
+            unsafe {
+                lance_dataset_index_segments(
+                    dataset,
+                    name.as_ptr(),
+                    segment.as_mut_ptr(),
+                    1,
+                    &mut count,
+                )
+            },
+            0
+        );
+        assert_eq!(count, 1);
+        let mut results = Vec::new();
+        for has_filter in [false, true] {
+            let filter = c_str("id >= 0");
+            let scanner = unsafe {
+                lance_scanner_new(
+                    dataset,
+                    ptr::null(),
+                    if has_filter {
+                        filter.as_ptr()
+                    } else {
+                        ptr::null()
+                    },
+                )
+            };
+            assert!(!scanner.is_null());
+            let fragment = 0_u64;
+            assert_eq!(
+                unsafe { lance_scanner_set_fragment_ids(scanner, &fragment, 1) },
+                0
+            );
+            assert_eq!(
+                unsafe { lance_scanner_set_index_segments(scanner, segment.as_ptr(), 1) },
+                0
+            );
+            assert_eq!(unsafe { lance_scanner_set_prefilter(scanner, true) }, 0);
+            let query = [0.5_f32; 32];
+            assert_eq!(
+                unsafe {
+                    lance_scanner_nearest(
+                        scanner,
+                        column.as_ptr(),
+                        query.as_ptr().cast(),
+                        query.len(),
+                        LanceDataType::Float32 as i32,
+                        10,
+                    )
+                },
+                0
+            );
+            assert_eq!(unsafe { lance_scanner_set_nprobes(scanner, 1) }, 0);
+            let mut captured = CapturedScanStatistics::default();
+            assert_eq!(
+                unsafe {
+                    lance_scanner_set_statistics_callback(
+                        scanner,
+                        Some(capture_scan_statistics),
+                        (&mut captured as *mut CapturedScanStatistics).cast(),
+                    )
+                },
+                0
+            );
+            let batches = scan_all_rows_from_scanner(scanner);
+            let mut rows = Vec::new();
+            for batch in &batches {
+                let ids = batch
+                    .column_by_name("id")
+                    .unwrap()
+                    .as_any()
+                    .downcast_ref::<Int32Array>()
+                    .unwrap();
+                let distances = batch
+                    .column_by_name("_distance")
+                    .unwrap()
+                    .as_any()
+                    .downcast_ref::<Float32Array>()
+                    .unwrap();
+                rows.extend(
+                    ids.values()
+                        .iter()
+                        .copied()
+                        .zip(distances.values().iter().copied()),
+                );
+            }
+            assert_eq!(rows.len(), 10);
+            assert!(rows.iter().all(|(_, distance)| distance.is_finite()));
+            // Tie order is unspecified; compare candidate IDs and their PQ scores.
+            rows.sort_by_key(|(id, _)| *id);
+            results.push(rows);
+            assert_eq!(captured.calls, 1);
+            // Quantized fast-scan and filtered scoring must both report their fused work.
+            for name in ["index_query_prepare_time", "index_distance_topk_time"] {
+                assert!(
+                    captured.metrics.iter().any(|(metric, kind, value)| {
+                        metric == name
+                            && *kind == LanceScanMetricKind::TimeNanoseconds
+                            && *value > 0
+                    }),
+                    "missing PQ timing: {name}: {:?}",
+                    captured.metrics
+                );
+            }
+
+            let loads = captured
+                .metrics
+                .iter()
+                .filter(|(name, kind, _)| {
+                    name == "prefilter_loads" && *kind == LanceScanMetricKind::Count
+                })
+                .map(|(_, _, value)| *value)
+                .sum::<u64>();
+            assert_eq!(loads, u64::from(has_filter));
+            unsafe { lance_scanner_close(scanner) };
+        }
+        assert_eq!(results[0], results[1]);
+        unsafe { lance_dataset_close(dataset) };
+    }
+}
+
 #[test]
 fn test_scanner_adaptive_nprobes_and_approx_mode_validation_and_lifecycle() {
     let (_tmp, uri) = create_test_dataset();
@@ -7835,6 +7997,195 @@ fn test_scanner_nearest_full_snapshot_prefilter_statistics() {
     }
 }
 
+#[test]
+fn test_scanner_nearest_segment_prefilter_statistics() {
+    for stable_row_ids in [false, true] {
+        for segmented in [true, false] {
+            let (_tmp, uri) = create_multi_fragment_vector_dataset(3, 64, 8, stable_row_ids);
+            let dataset = unsafe { lance_dataset_open(c_str(&uri).as_ptr(), ptr::null(), 0) };
+            assert!(!dataset.is_null());
+            let covered = if segmented { vec![0] } else { vec![0, 1] };
+            let first = build_vector_segment_bytes(dataset, LanceMetricType::L2, &covered);
+            let uuid = segment_uuid(first.as_ptr(), first.len());
+            if segmented {
+                let second = build_vector_segment_bytes(dataset, LanceMetricType::L2, &[1]);
+                assert_eq!(commit_vector_segments(dataset, &[&first, &second]), 0);
+            } else {
+                assert_eq!(commit_vector_segments(dataset, &[&first]), 0);
+            }
+            let mut deleted = 0;
+            assert_eq!(
+                unsafe { lance_dataset_delete(dataset, c_str("id = 7").as_ptr(), &mut deleted) },
+                0
+            );
+            assert_eq!(deleted, 1);
+            for include_unindexed in [false, true] {
+                for filtered in [false, true] {
+                    let filter = c_str("id >= 32");
+                    let scanner = unsafe {
+                        lance_scanner_new(
+                            dataset,
+                            ptr::null(),
+                            if filtered {
+                                filter.as_ptr()
+                            } else {
+                                ptr::null()
+                            },
+                        )
+                    };
+                    assert!(!scanner.is_null());
+                    // Keep the ANN scope narrower than the snapshot, optionally adding a flat-search tail.
+                    let fragments = if include_unindexed {
+                        vec![0_u64, 2]
+                    } else {
+                        vec![0_u64]
+                    };
+                    assert_eq!(
+                        unsafe {
+                            lance_scanner_set_fragment_ids(
+                                scanner,
+                                fragments.as_ptr(),
+                                fragments.len(),
+                            )
+                        },
+                        0
+                    );
+                    assert_eq!(
+                        unsafe { lance_scanner_set_index_segments(scanner, uuid.as_ptr(), 1) },
+                        0
+                    );
+                    assert_eq!(unsafe { lance_scanner_set_prefilter(scanner, true) }, 0);
+                    let query = [0.0_f32; 8];
+                    assert_eq!(
+                        unsafe {
+                            lance_scanner_nearest(
+                                scanner,
+                                c_str("embedding").as_ptr(),
+                                query.as_ptr().cast(),
+                                query.len(),
+                                LanceDataType::Float32 as i32,
+                                256,
+                            )
+                        },
+                        0
+                    );
+                    assert_eq!(unsafe { lance_scanner_set_nprobes(scanner, 2) }, 0);
+                    let mut captured = CapturedScanStatistics::default();
+                    assert_eq!(
+                        unsafe {
+                            lance_scanner_set_statistics_callback(
+                                scanner,
+                                Some(capture_scan_statistics),
+                                (&mut captured as *mut CapturedScanStatistics).cast(),
+                            )
+                        },
+                        0
+                    );
+                    let batches = scan_all_rows_from_scanner(scanner);
+                    let mut ids = batches
+                        .iter()
+                        .flat_map(|batch| {
+                            batch
+                                .column_by_name("id")
+                                .unwrap()
+                                .as_any()
+                                .downcast_ref::<Int32Array>()
+                                .unwrap()
+                                .values()
+                                .to_vec()
+                        })
+                        .collect::<Vec<_>>();
+                    ids.sort_unstable();
+                    let expected = (0..64)
+                        .chain(if include_unindexed {
+                            128..192
+                        } else {
+                            128..128
+                        })
+                        .filter(|id| *id != 7 && (!filtered || *id >= 32))
+                        .collect::<Vec<_>>();
+                    assert_eq!(
+                        ids, expected,
+                        "stable={stable_row_ids}, segmented={segmented}, filtered={filtered}, tail={include_unindexed}"
+                    );
+                    assert_eq!(captured.calls, 1);
+                    // Zero is valid for short or uncontended stages; verify the callback
+                    // contract independently of clock resolution and scheduling.
+                    for name in [
+                        "ANNSubIndexExec_elapsed_compute",
+                        "index_open_time",
+                        "index_partition_load_time",
+                        "index_partition_prepare_time",
+                        "index_cpu_queue_wait_time",
+                        "index_search_time",
+                        "index_query_prepare_time",
+                        "index_distance_topk_time",
+                        "index_result_materialize_time",
+                    ] {
+                        assert!(
+                            captured.metrics.iter().any(|(metric, kind, _)| {
+                                metric == name && *kind == LanceScanMetricKind::TimeNanoseconds
+                            }),
+                            "missing ANN timing: {name}: {:?}",
+                            captured.metrics
+                        );
+                    }
+
+                    let loads = captured
+                        .metrics
+                        .iter()
+                        .filter(|(name, kind, _)| {
+                            name == "prefilter_loads" && *kind == LanceScanMetricKind::Count
+                        })
+                        .map(|(_, _, value)| *value)
+                        .sum::<u64>();
+                    // Correct rows alone do not detect rebuilding the complete segment allowlist.
+                    assert_eq!(
+                        loads,
+                        u64::from(filtered || !segmented),
+                        "stable={stable_row_ids}, segmented={segmented}, filtered={filtered}, tail={include_unindexed}"
+                    );
+                    if segmented && !filtered {
+                        // These counters expose the row-ID materialization cost independently
+                        // of the index search and deletion-mask work that must still execute.
+                        for name in [
+                            "prefilter_input_rows",
+                            "prefilter_row_ids",
+                            "prefilter_build_time",
+                            "prefilter_load_time",
+                        ] {
+                            let value = captured
+                                .metrics
+                                .iter()
+                                .filter(|(key, _, _)| key == name)
+                                .map(|(_, _, value)| *value)
+                                .sum::<u64>();
+                            assert_eq!(
+                                value, 0,
+                                "unexpected {name} for a complete unfiltered segment"
+                            );
+                        }
+                    } else {
+                        // An absent metric also sums to zero above. Materializing cases
+                        // must expose both timers, even when their durations are zero.
+                        for name in ["prefilter_build_time", "prefilter_load_time"] {
+                            assert!(
+                                captured.metrics.iter().any(|(metric, kind, _)| {
+                                    metric == name && *kind == LanceScanMetricKind::TimeNanoseconds
+                                }),
+                                "missing prefilter timing: {name}: {:?}",
+                                captured.metrics
+                            );
+                        }
+                    }
+                    unsafe { lance_scanner_close(scanner) };
+                }
+            }
+            unsafe { lance_dataset_close(dataset) };
+        }
+    }
+}
+
 #[test]
 fn test_scanner_nearest_prefilter_with_fragment_ids_next() {
     let (_tmp, uri) = create_multi_fragment_vector_dataset(2, 32, 8, false);