diff --git a/Cargo.lock b/Cargo.lock
index edbf583c..f1e45def 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -3141,8 +3141,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 
 [[package]]
 name = "fsst"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-array",
  "rand 0.9.2",
@@ -4478,8 +4478,8 @@ dependencies = [
 
 [[package]]
 name = "lance"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4544,13 +4544,14 @@ dependencies = [
 
 [[package]]
 name = "lance-arrow"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
  "arrow-cast",
  "arrow-data",
+ "arrow-ord",
  "arrow-schema",
  "arrow-select",
  "bytes",
@@ -4563,8 +4564,8 @@ dependencies = [
 
 [[package]]
 name = "lance-bitpacking"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrayref",
  "paste",
@@ -4573,8 +4574,8 @@ dependencies = [
 
 [[package]]
 name = "lance-core"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4587,6 +4588,7 @@ dependencies = [
  "datafusion-sql",
  "deepsize",
  "futures",
+ "itertools 0.13.0",
  "lance-arrow",
  "libc",
  "log",
@@ -4610,8 +4612,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datafusion"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4641,8 +4643,8 @@ dependencies = [
 
 [[package]]
 name = "lance-datagen"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4653,14 +4655,15 @@ dependencies = [
  "half",
  "hex",
  "rand 0.9.2",
+ "rand_distr 0.5.1",
  "rand_xoshiro",
  "random_word 0.5.2",
 ]
 
 [[package]]
 name = "lance-encoding"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4697,8 +4700,8 @@ dependencies = [
 
 [[package]]
 name = "lance-file"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-arith",
  "arrow-array",
@@ -4730,8 +4733,8 @@ dependencies = [
 
 [[package]]
 name = "lance-geo"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "datafusion",
  "geo-types",
@@ -4742,8 +4745,8 @@ dependencies = [
 
 [[package]]
 name = "lance-index"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4789,6 +4792,7 @@ dependencies = [
  "prost-types",
  "rand 0.9.2",
  "rand_distr 0.5.1",
+ "rangemap",
  "rayon",
  "roaring",
  "serde",
@@ -4804,8 +4808,8 @@ dependencies = [
 
 [[package]]
 name = "lance-io"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-arith",
@@ -4845,8 +4849,8 @@ dependencies = [
 
 [[package]]
 name = "lance-linalg"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-array",
  "arrow-buffer",
@@ -4862,8 +4866,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "async-trait",
@@ -4875,8 +4879,8 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-impls"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-ipc",
@@ -4905,9 +4909,9 @@ dependencies = [
 
 [[package]]
 name = "lance-namespace-reqwest-client"
-version = "0.0.18"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3ea349999bcda4eea53fc05d334b3775ec314761e6a706555c777d7a29b18d19"
+checksum = "00a21b43fe2a373896727b97927adedd2683d2907683f294f62cf8815fbf6a01"
 dependencies = [
  "reqwest",
  "serde",
@@ -4918,8 +4922,8 @@ dependencies = [
 
 [[package]]
 name = "lance-table"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow",
  "arrow-array",
@@ -4958,8 +4962,8 @@ dependencies = [
 
 [[package]]
 name = "lance-testing"
-version = "1.0.1-beta.1"
-source = "git+https://github.com/lance-format/lance.git?tag=v1.0.1-beta.1#9e65b2a9ca17b1c81a33183e5660f88d1b3b9ce0"
+version = "2.0.0-beta.4"
+source = "git+https://github.com/lance-format/lance.git?tag=v2.0.0-beta.4#4c71be26ad92c6f0beea27022e1a489c6fc1f8bc"
 dependencies = [
  "arrow-array",
  "arrow-schema",
diff --git a/Cargo.toml b/Cargo.toml
index 0334bd1e..c82f1e3d 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,20 +15,20 @@ categories = ["database-implementations"]
 rust-version = "1.78.0"
 
 [workspace.dependencies]
-lance = { "version" = "=1.0.1-beta.1", default-features = false, "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { "version" = "=1.0.1-beta.1", default-features = false, "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { "version" = "=1.0.1-beta.1", default-features = false, "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { "version" = "=1.0.1-beta.1", "tag" = "v1.0.1-beta.1", "git" = "https://github.com/lance-format/lance.git" }
+lance = { "version" = "=2.0.0-beta.4", default-features = false, "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-core = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-datagen = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-file = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-io = { "version" = "=2.0.0-beta.4", default-features = false, "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-index = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-linalg = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-namespace-impls = { "version" = "=2.0.0-beta.4", default-features = false, "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-table = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-testing = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-datafusion = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-encoding = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
+lance-arrow = { "version" = "=2.0.0-beta.4", "tag" = "v2.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "56.2", optional = false }
diff --git a/python/src/connection.rs b/python/src/connection.rs
index 92b77f55..357042fc 100644
--- a/python/src/connection.rs
+++ b/python/src/connection.rs
@@ -325,12 +325,12 @@ impl Connection {
         let inner = self_.get_inner()?.clone();
         let py = self_.py();
         future_into_py(py, async move {
-            use lance_namespace::models::{create_namespace_request, CreateNamespaceRequest};
-            let mode_enum = mode.and_then(|m| match m.to_lowercase().as_str() {
-                "create" => Some(create_namespace_request::Mode::Create),
-                "exist_ok" => Some(create_namespace_request::Mode::ExistOk),
-                "overwrite" => Some(create_namespace_request::Mode::Overwrite),
-                _ => None,
+            use lance_namespace::models::CreateNamespaceRequest;
+            let mode_enum = mode.map(|m| match m.to_lowercase().as_str() {
+                "create" => "Create".to_string(),
+                "exist_ok" => "ExistOk".to_string(),
+                "overwrite" => "Overwrite".to_string(),
+                _ => m,
             });
             let request = CreateNamespaceRequest {
                 id: if namespace.is_empty() {
@@ -360,16 +360,16 @@ impl Connection {
         let inner = self_.get_inner()?.clone();
         let py = self_.py();
         future_into_py(py, async move {
-            use lance_namespace::models::{drop_namespace_request, DropNamespaceRequest};
-            let mode_enum = mode.and_then(|m| match m.to_uppercase().as_str() {
-                "SKIP" => Some(drop_namespace_request::Mode::Skip),
-                "FAIL" => Some(drop_namespace_request::Mode::Fail),
-                _ => None,
+            use lance_namespace::models::DropNamespaceRequest;
+            let mode_enum = mode.map(|m| match m.to_uppercase().as_str() {
+                "SKIP" => "Skip".to_string(),
+                "FAIL" => "Fail".to_string(),
+                _ => m,
             });
-            let behavior_enum = behavior.and_then(|b| match b.to_uppercase().as_str() {
-                "RESTRICT" => Some(drop_namespace_request::Behavior::Restrict),
-                "CASCADE" => Some(drop_namespace_request::Behavior::Cascade),
-                _ => None,
+            let behavior_enum = behavior.map(|b| match b.to_uppercase().as_str() {
+                "RESTRICT" => "Restrict".to_string(),
+                "CASCADE" => "Cascade".to_string(),
+                _ => b,
             });
             let request = DropNamespaceRequest {
                 id: if namespace.is_empty() {
diff --git a/rust/lancedb/src/database/namespace.rs b/rust/lancedb/src/database/namespace.rs
index 6f05a057..4043819b 100644
--- a/rust/lancedb/src/database/namespace.rs
+++ b/rust/lancedb/src/database/namespace.rs
@@ -154,6 +154,7 @@ impl Database for LanceNamespaceDatabase {
         let describe_request = DescribeTableRequest {
             id: Some(table_id.clone()),
             version: None,
+            with_table_uri: None,
         };
 
         let describe_result = self.namespace.describe_table(describe_request).await;
diff --git a/rust/lancedb/src/table.rs b/rust/lancedb/src/table.rs
index 9f8d16b5..aa0513f7 100644
--- a/rust/lancedb/src/table.rs
+++ b/rust/lancedb/src/table.rs
@@ -42,8 +42,8 @@ use lance_index::DatasetIndexExt;
 use lance_index::IndexType;
 use lance_io::object_store::LanceNamespaceStorageOptionsProvider;
 use lance_namespace::models::{
-    QueryTableRequest as NsQueryTableRequest, QueryTableRequestFullTextQuery,
-    QueryTableRequestVector, StringFtsQuery,
+    QueryTableRequest as NsQueryTableRequest, QueryTableRequestColumns,
+    QueryTableRequestFullTextQuery, QueryTableRequestVector, StringFtsQuery,
 };
 use lance_namespace::LanceNamespace;
 use lance_table::format::Manifest;
@@ -2348,7 +2348,10 @@ impl NativeTable {
                 // Convert select to columns list
                 let columns = match &vq.base.select {
                     Select::All => None,
-                    Select::Columns(cols) => Some(cols.clone()),
+                    Select::Columns(cols) => Some(Box::new(QueryTableRequestColumns {
+                        column_names: Some(cols.clone()),
+                        column_aliases: None,
+                    })),
                     Select::Dynamic(_) => {
                         return Err(Error::NotSupported {
                             message:
@@ -2421,7 +2424,10 @@ impl NativeTable {
 
                 let columns = match &q.select {
                     Select::All => None,
-                    Select::Columns(cols) => Some(cols.clone()),
+                    Select::Columns(cols) => Some(Box::new(QueryTableRequestColumns {
+                        column_names: Some(cols.clone()),
+                        column_aliases: None,
+                    })),
                     Select::Dynamic(_) => {
                         return Err(Error::NotSupported {
                             message: "Dynamic columns are not supported for server-side query"
@@ -5146,7 +5152,13 @@ mod tests {
         assert_eq!(ns_request.k, 10);
         assert_eq!(ns_request.offset, Some(5));
         assert_eq!(ns_request.filter, Some("id > 0".to_string()));
-        assert_eq!(ns_request.columns, Some(vec!["id".to_string()]));
+        assert_eq!(
+            ns_request
+                .columns
+                .as_ref()
+                .and_then(|c| c.column_names.clone()),
+            Some(vec!["id".to_string()])
+        );
         assert_eq!(ns_request.vector_column, Some("vector".to_string()));
         assert_eq!(ns_request.distance_type, Some("l2".to_string()));
         assert!(ns_request.vector.single_vector.is_some());
@@ -5187,7 +5199,13 @@ mod tests {
         assert_eq!(ns_request.k, 20);
         assert_eq!(ns_request.offset, Some(5));
         assert_eq!(ns_request.filter, Some("id > 5".to_string()));
-        assert_eq!(ns_request.columns, Some(vec!["id".to_string()]));
+        assert_eq!(
+            ns_request
+                .columns
+                .as_ref()
+                .and_then(|c| c.column_names.clone()),
+            Some(vec!["id".to_string()])
+        );
         assert_eq!(ns_request.with_row_id, Some(true));
         assert_eq!(ns_request.bypass_vector_index, Some(true));
         assert!(ns_request.vector_column.is_none()); // No vector column for plain queries
diff --git a/rust/lancedb/src/table/dataset.rs b/rust/lancedb/src/table/dataset.rs
index ea173429..50f6b647 100644
--- a/rust/lancedb/src/table/dataset.rs
+++ b/rust/lancedb/src/table/dataset.rs
@@ -100,7 +100,8 @@ impl DatasetRef {
                 let should_checkout = match &target_ref {
                     refs::Ref::Version(_, Some(target_ver)) => version != target_ver,
                     refs::Ref::Version(_, None) => true, // No specific version, always checkout
-                    refs::Ref::Tag(_) => true,           // Always checkout for tags
+                    refs::Ref::VersionNumber(target_ver) => version != target_ver,
+                    refs::Ref::Tag(_) => true, // Always checkout for tags
                 };
 
                 if should_checkout {