diff --git a/Cargo.lock b/Cargo.lock
index 2721d1fb7..daec47656 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -2,6 +2,15 @@
 # It is not intended for manual editing.
 version = 4
 
+[[package]]
+name = "addr2line"
+version = "0.25.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b5d307320b3181d6d7954e663bd7c774a838b8220fe0593c86d9fb09f498b4b"
+dependencies = [
+ "gimli",
+]
+
 [[package]]
 name = "adler2"
 version = "2.0.1"
@@ -42,6 +51,15 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "aligned-vec"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc890384c8602f339876ded803c97ad529f3842aba97f6392b3dba0dd171769b"
+dependencies = [
+ "equator",
+]
+
 [[package]]
 name = "alloc-no-stdlib"
 version = "2.0.4"
@@ -57,6 +75,15 @@ dependencies = [
  "alloc-no-stdlib",
 ]
 
+[[package]]
+name = "alloca"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e5a7d05ea6aea7e9e64d25b9156ba2fee3fdd659e34e41063cd2fc7cd020d7f4"
+dependencies = [
+ "cc",
+]
+
 [[package]]
 name = "allocator-api2"
 version = "0.2.21"
@@ -72,6 +99,12 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "anes"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b46cbb362ab8752921c97e041f5e366ee6297bd428a31275b9fcf1e380f7299"
+
 [[package]]
 name = "anstream"
 version = "1.0.0"
@@ -1169,6 +1202,21 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "backtrace"
+version = "0.3.76"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb531853791a215d7c62a30daf0dde835f381ab5de4589cfe7c649d2cbe92bd6"
+dependencies = [
+ "addr2line",
+ "cfg-if 1.0.4",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+ "windows-link",
+]
+
 [[package]]
 name = "base16ct"
 version = "0.1.1"
@@ -1517,6 +1565,12 @@ dependencies = [
  "tracing",
 ]
 
+[[package]]
+name = "cast"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
+
 [[package]]
 name = "cbc"
 version = "0.1.2"
@@ -1622,6 +1676,33 @@ dependencies = [
  "phf_codegen 0.11.3",
 ]
 
+[[package]]
+name = "ciborium"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42e69ffd6f0917f5c029256a24d0161db17cea3997d185db0d35926308770f0e"
+dependencies = [
+ "ciborium-io",
+ "ciborium-ll",
+ "serde",
+]
+
+[[package]]
+name = "ciborium-io"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05afea1e0a06c9be33d539b876f1ce3692f4afea2cb41f740e7743225ed1c757"
+
+[[package]]
+name = "ciborium-ll"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57663b653d948a338bfb3eeba9bb2fd5fcfaecb9e199e87e1eda4d9e8b240fd9"
+dependencies = [
+ "ciborium-io",
+ "half",
+]
+
 [[package]]
 name = "cipher"
 version = "0.4.4"
@@ -1859,6 +1940,15 @@ dependencies = [
  "futures-io",
 ]
 
+[[package]]
+name = "cpp_demangle"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2bb79cb74d735044c972aae58ed0aaa9a837e85b01106a54c39e42e97f62253"
+dependencies = [
+ "cfg-if 1.0.4",
+]
+
 [[package]]
 name = "cpufeatures"
 version = "0.2.17"
@@ -1922,6 +2012,42 @@ dependencies = [
  "cfg-if 1.0.4",
 ]
 
+[[package]]
+name = "criterion"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "950046b2aa2492f9a536f5f4f9a3de7b9e2476e575e05bd6c333371add4d98f3"
+dependencies = [
+ "alloca",
+ "anes",
+ "cast",
+ "ciborium",
+ "clap",
+ "criterion-plot",
+ "itertools 0.13.0",
+ "num-traits",
+ "oorandom",
+ "page_size",
+ "plotters",
+ "rayon",
+ "regex",
+ "serde",
+ "serde_json",
+ "tinytemplate",
+ "tokio",
+ "walkdir",
+]
+
+[[package]]
+name = "criterion-plot"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d8d80a2f4f5b554395e47b5d8305bc3d27813bacb73493eb1001e8f76dae29ea"
+dependencies = [
+ "cast",
+ "itertools 0.13.0",
+]
+
 [[package]]
 name = "crossbeam-channel"
 version = "0.5.15"
@@ -2805,6 +2931,15 @@ dependencies = [
  "sqlparser 0.61.0",
 ]
 
+[[package]]
+name = "debugid"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef552e6f588e446098f6ba40d89ac146c8c7b64aade83c051ee00bb5d2bc18d"
+dependencies = [
+ "uuid",
+]
+
 [[package]]
 name = "deepsize"
 version = "0.2.0"
@@ -3113,6 +3248,26 @@ dependencies = [
  "log",
 ]
 
+[[package]]
+name = "equator"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4711b213838dfee0117e3be6ac926007d7f433d7bbe33595975d4190cb07e6fc"
+dependencies = [
+ "equator-macro",
+]
+
+[[package]]
+name = "equator-macro"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "44f23cf4b44bfce11a86ace86f8a73ffdec849c9fd00a386a53d278bd9e81fb3"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.117",
+]
+
 [[package]]
 name = "equivalent"
 version = "1.0.2"
@@ -3227,6 +3382,18 @@ version = "0.1.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5baebc0774151f905a1a2cc41989300b1e6fbb29aff0ceffa1064fdd3088d582"
 
+[[package]]
+name = "findshlibs"
+version = "0.10.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40b9e59cd0f7e0806cca4be089683ecb6434e602038df21fe6bf6711b2f07f64"
+dependencies = [
+ "cc",
+ "lazy_static",
+ "libc",
+ "winapi",
+]
+
 [[package]]
 name = "fixedbitset"
 version = "0.5.7"
@@ -3306,8 +3473,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "rand 0.9.4",
@@ -3618,6 +3785,12 @@ dependencies = [
  "wasm-bindgen",
 ]
 
+[[package]]
+name = "gimli"
+version = "0.32.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e629b9b98ef3dd8afe6ca2bd0f89306cec16d43d907889945bc5d6687f2f13c7"
+
 [[package]]
 name = "git-version"
 version = "0.3.9"
@@ -4281,6 +4454,24 @@ dependencies = [
  "web-time",
 ]
 
+[[package]]
+name = "inferno"
+version = "0.11.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "232929e1d75fe899576a3d5c7416ad0d88dbfbb3c3d6aa00873a7408a50ddb88"
+dependencies = [
+ "ahash",
+ "indexmap 2.14.0",
+ "is-terminal",
+ "itoa",
+ "log",
+ "num-format",
+ "once_cell",
+ "quick-xml 0.26.0",
+ "rgb",
+ "str_stack",
+]
+
 [[package]]
 name = "inout"
 version = "0.1.4"
@@ -4317,6 +4508,17 @@ version = "2.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
 
+[[package]]
+name = "is-terminal"
+version = "0.4.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3640c1c38b8e4e43584d8df18be5fc6b0aa314ce6ebf51b53313d4306cca8e46"
+dependencies = [
+ "hermit-abi",
+ "libc",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "is_terminal_polyfill"
 version = "1.70.2"
@@ -4574,8 +4776,8 @@ checksum = "e037a2e1d8d5fdbd49b16a4ea09d5d6401c1f29eca5ff29d03d3824dba16256a"
 
 [[package]]
 name = "lance"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -4607,6 +4809,7 @@ dependencies = [
  "datafusion-physical-plan",
  "deepsize",
  "either",
+ "fst",
  "futures",
  "half",
  "humantime",
@@ -4634,6 +4837,7 @@ dependencies = [
  "rand 0.9.4",
  "rayon",
  "roaring",
+ "rustc-hash",
  "semver",
  "serde",
  "serde_json",
@@ -4648,8 +4852,8 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4670,7 +4874,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-scalar"
 version = "58.0.0"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4684,7 +4888,7 @@ dependencies = [
 [[package]]
 name = "lance-arrow-stats"
 version = "58.0.0"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-schema",
@@ -4693,8 +4897,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrayref",
  "paste",
@@ -4703,8 +4907,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4739,8 +4943,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4770,8 +4974,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4789,8 +4993,8 @@ dependencies = [
 
 [[package]]
 name = "lance-encoding"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4825,8 +5029,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4857,8 +5061,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arc-swap",
  "arrow",
@@ -4924,8 +5128,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4967,8 +5171,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4984,8 +5188,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "async-trait",
@@ -4997,8 +5201,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -5033,9 +5237,9 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.7.7"
+version = "0.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6369eee4682fb11edf538388b43c61ce288b8302fe89bb40944d7daa7faaae99"
+checksum = "3eefb02ded2c3d4b6b60669bb74822d9fa628e144fc748c79ee31f13f566e87b"
 dependencies = [
  "reqwest 0.12.28",
  "serde",
@@ -5047,23 +5251,25 @@ dependencies = [
 
 [[package]]
 name = "lance-select"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
+ "arrow-schema",
  "byteorder",
  "bytes",
  "deepsize",
  "itertools 0.13.0",
  "lance-core",
  "roaring",
+ "tracing",
 ]
 
 [[package]]
 name = "lance-table"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -5103,20 +5309,22 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "arrow-array",
  "arrow-schema",
+ "criterion",
  "lance-arrow",
  "num-traits",
+ "pprof",
  "rand 0.9.4",
 ]
 
 [[package]]
 name = "lance-tokenizer"
-version = "7.2.0-beta.3"
-source = "git+https://github.com/lance-format/lance.git?tag=v7.2.0-beta.3#7c070f760fa8e24c8015cb2afbd22c5e6b7898e8"
+version = "8.0.0-beta.2"
+source = "git+https://github.com/lance-format/lance.git?tag=v8.0.0-beta.2#f154b4e84942e5b8028f7f4a7a77b1d963107202"
 dependencies = [
  "icu_segmenter",
  "jieba-rs",
@@ -5838,6 +6046,17 @@ dependencies = [
  "rawpointer",
 ]
 
+[[package]]
+name = "nix"
+version = "0.26.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "598beaf3cc6fdd9a5dfb1630c2800c7acd31df7aaf0f565796fba2b53ca1af1b"
+dependencies = [
+ "bitflags 1.3.2",
+ "cfg-if 1.0.4",
+ "libc",
+]
+
 [[package]]
 name = "nohash-hasher"
 version = "0.2.0"
@@ -5932,6 +6151,16 @@ version = "0.2.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c6673768db2d862beb9b39a78fdcb1a69439615d5794a1be50caa9bc92c81967"
 
+[[package]]
+name = "num-format"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a652d9771a63711fd3c3deb670acfbe5c30a4072e664d7a3bf5a9e1056ac72c3"
+dependencies = [
+ "arrayvec",
+ "itoa",
+]
+
 [[package]]
 name = "num-integer"
 version = "0.1.46"
@@ -6112,6 +6341,12 @@ dependencies = [
  "pkg-config",
 ]
 
+[[package]]
+name = "oorandom"
+version = "11.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6790f58c7ff633d8771f42965289203411a5e5c68388703c06e14f24770b41e"
+
 [[package]]
 name = "opendal"
 version = "0.57.0"
@@ -6387,6 +6622,16 @@ dependencies = [
  "sha2 0.10.9",
 ]
 
+[[package]]
+name = "page_size"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "30d5b2194ed13191c1999ae0704b7839fb18384fa22e49b57eeaa97d79ce40da"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
 [[package]]
 name = "parking"
 version = "2.2.1"
@@ -6692,6 +6937,34 @@ dependencies = [
  "array-init-cursor",
 ]
 
+[[package]]
+name = "plotters"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5aeb6f403d7a4911efb1e33402027fc44f29b5bf6def3effcc22d7bb75f2b747"
+dependencies = [
+ "num-traits",
+ "plotters-backend",
+ "plotters-svg",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "plotters-backend"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df42e13c12958a16b3f7f4386b9ab1f3e7933914ecea48da7139435263a4172a"
+
+[[package]]
+name = "plotters-svg"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51bae2ac328883f7acdfea3d66a7c35751187f870bc81f94563733a154d7a670"
+dependencies = [
+ "plotters-backend",
+]
+
 [[package]]
 name = "polars"
 version = "0.39.2"
@@ -7073,6 +7346,28 @@ version = "0.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
 
+[[package]]
+name = "pprof"
+version = "0.15.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38a01da47675efa7673b032bf8efd8214f1917d89685e07e395ab125ea42b187"
+dependencies = [
+ "aligned-vec",
+ "backtrace",
+ "cfg-if 1.0.4",
+ "findshlibs",
+ "inferno",
+ "libc",
+ "log",
+ "nix",
+ "once_cell",
+ "smallvec",
+ "spin 0.10.0",
+ "symbolic-demangle",
+ "tempfile",
+ "thiserror 2.0.18",
+]
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.21"
@@ -7298,6 +7593,15 @@ dependencies = [
  "syn 2.0.117",
 ]
 
+[[package]]
+name = "quick-xml"
+version = "0.26.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f50b1c63b38611e7d4d7f68b82d3ad0cc71a2ad2e7f61fc10f1328d917c93cd"
+dependencies = [
+ "memchr",
+]
+
 [[package]]
 name = "quick-xml"
 version = "0.38.4"
@@ -7958,6 +8262,15 @@ dependencies = [
  "zeroize",
 ]
 
+[[package]]
+name = "rgb"
+version = "0.8.53"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "47b34b781b31e5d73e9fbc8689c70551fd1ade9a19e3e28cfec8580a79290cc4"
+dependencies = [
+ "bytemuck",
+]
+
 [[package]]
 name = "ring"
 version = "0.17.14"
@@ -8083,6 +8396,12 @@ dependencies = [
  "serde_derive",
 ]
 
+[[package]]
+name = "rustc-demangle"
+version = "0.1.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b50b8869d9fc858ce7266cce0194bd74df58b9d0e3f6df3a9fc8eb470d95c09d"
+
 [[package]]
 name = "rustc-hash"
 version = "2.1.2"
@@ -8817,6 +9136,9 @@ name = "spin"
 version = "0.10.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d5fe4ccb98d9c292d56fec89a5e07da7fc4cf0dc11e156b41793132775d3e591"
+dependencies = [
+ "lock_api",
+]
 
 [[package]]
 name = "spki"
@@ -8927,6 +9249,12 @@ version = "0.2.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "e51f1e89f093f99e7432c491c382b88a6860a5adbe6bf02574bf0a08efff1978"
 
+[[package]]
+name = "str_stack"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f446288b699d66d0fd2e30d1cfe7869194312524b3b9252594868ed26ef056a"
+
 [[package]]
 name = "streaming-decompression"
 version = "0.1.2"
@@ -9016,6 +9344,29 @@ version = "2.6.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "13c2bddecc57b384dee18652358fb23172facb8a2c51ccc10d74c157bdea3292"
 
+[[package]]
+name = "symbolic-common"
+version = "12.18.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "332615d90111d8eeaf86a84dc9bbe9f65d0d8c5cf11b4caccedc37754eb0dcfd"
+dependencies = [
+ "debugid",
+ "memmap2 0.9.10",
+ "stable_deref_trait",
+ "uuid",
+]
+
+[[package]]
+name = "symbolic-demangle"
+version = "12.18.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "912017718eb4d21930546245af9a3475c9dccf15675a5c215664e76621afc471"
+dependencies = [
+ "cpp_demangle",
+ "rustc-demangle",
+ "symbolic-common",
+]
+
 [[package]]
 name = "symlink"
 version = "0.1.0"
@@ -9305,6 +9656,16 @@ dependencies = [
  "zerovec",
 ]
 
+[[package]]
+name = "tinytemplate"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
 [[package]]
 name = "tinyvec"
 version = "1.11.0"
diff --git a/Cargo.toml b/Cargo.toml
index 9b4489dfc..26b5c8f5b 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -13,20 +13,20 @@ categories = ["database-implementations"]
 rust-version = "1.91.0"
 
 [workspace.dependencies]
-lance = { "version" = "=7.2.0-beta.3", default-features = false, "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { "version" = "=7.2.0-beta.3", default-features = false, "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { "version" = "=7.2.0-beta.3", default-features = false, "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { "version" = "=7.2.0-beta.3", "tag" = "v7.2.0-beta.3", "git" = "https://github.com/lance-format/lance.git" }
+lance = { "version" = "=8.0.0-beta.2", default-features = false, "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-core = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-datagen = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-file = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-io = { "version" = "=8.0.0-beta.2", default-features = false, "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-index = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-linalg = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace-impls = { "version" = "=8.0.0-beta.2", default-features = false, "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-table = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-testing = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-datafusion = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-encoding = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
+lance-arrow = { "version" = "=8.0.0-beta.2", "tag" = "v8.0.0-beta.2", "git" = "https://github.com/lance-format/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "58.0.0", optional = false }
diff --git a/java/pom.xml b/java/pom.xml
index 348510737..1b229fd37 100644
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -28,7 +28,7 @@
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
         <arrow.version>15.0.0</arrow.version>
-        <lance-core.version>7.2.0-beta.1</lance-core.version>
+        <lance-core.version>8.0.0-beta.2</lance-core.version>
         <spotless.skip>false</spotless.skip>
         <spotless.version>2.30.0</spotless.version>
         <spotless.java.googlejavaformat.version>1.7</spotless.java.googlejavaformat.version>