Bump version: 0.30.2 → 0.31.0-beta.0

chore: update lance dependency to v5.0.0-beta.4 (#3234 )
## Summary - Update Rust Lance workspace dependencies to `v5.0.0-beta.4` using `ci/set_lance_version.py` (including lockfile refresh). - Update Java `lance-core` dependency property to `5.0.0-beta.4` in `java/pom.xml`. ## Verification - `cargo clippy --workspace --tests --all-features -- -D warnings` - `cargo fmt --all` ## Triggering tag - https://github.com/lance-format/lance/releases/tag/v5.0.0-beta.4
2026-04-05 15:30:41 +00:00 · 2026-04-03 08:45:29 +00:00 · 2026-04-03 01:33:36 -07:00 · 2026-04-03 00:09:03 -07:00 · 2026-03-31 21:26:04 +00:00 · 2026-03-31 21:25:36 +00:00
49 changed files with 2044 additions and 1631 deletions
--- a/.bumpversion.toml
+++ b/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.27.2-beta.1"
+current_version = "0.27.2"
 parse = """(?x)
    (?P<major>0|[1-9]\\d*)\\.
    (?P<minor>0|[1-9]\\d*)\\.
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1294,7 +1294,7 @@ version = "3.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "519bd3116aeeb42d5372c29d982d16d0170d3d4a5ed85fc7dd91642ffff3c67c"
 dependencies = [
- "darling 0.23.0",
+ "darling 0.20.11",
 "ident_case",
 "prettyplease",
 "proc-macro2",
@@ -2682,7 +2682,7 @@ dependencies = [
 "libc",
 "option-ext",
 "redox_users",
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -2876,7 +2876,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "39cab71617ae0d63f51a36d69f866391735b51691dbda63cf6f96d042b63efeb"
 dependencies = [
 "libc",
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -3072,9 +3072,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
 [[package]]
 name = "fsst"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "2195cc7f87e84bd695586137de99605e7e9579b26ec5e01b82960ddb4d0922f2"
 dependencies = [
 "arrow-array",
 "rand 0.9.2",
@@ -3956,6 +3955,17 @@ dependencies = [
 "cfg-if",
 ]
 [[package]]
 name = "io-uring"
 version = "0.7.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fdd7bddefd0a8833b88a4b68f90dae22c7450d11b354198baee3874fd811b344"
 dependencies = [
 "bitflags",
 "cfg-if",
 "libc",
 ]
 [[package]]
 name = "ipnet"
 version = "2.12.0"
@@ -4038,7 +4048,7 @@ dependencies = [
 "portable-atomic",
 "portable-atomic-util",
 "serde_core",
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -4124,9 +4134,8 @@ dependencies = [
 [[package]]
 name = "lance"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "efe6c3ddd79cdfd2b7e1c23cafae52806906bc40fbd97de9e8cf2f8c7a75fc04"
 dependencies = [
 "arrow",
 "arrow-arith",
@@ -4192,9 +4201,8 @@ dependencies = [
 [[package]]
 name = "lance-arrow"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "5d9f5d95bdda2a2b790f1fb8028b5b6dcf661abeb3133a8bca0f3d24b054af87"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -4214,9 +4222,8 @@ dependencies = [
 [[package]]
 name = "lance-bitpacking"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "f827d6ab9f8f337a9509d5ad66a12f3314db8713868260521c344ef6135eb4e4"
 dependencies = [
 "arrayref",
 "paste",
@@ -4225,9 +4232,8 @@ dependencies = [
 [[package]]
 name = "lance-core"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "0f1e25df6a79bf72ee6bcde0851f19b1cd36c5848c1b7db83340882d3c9fdecb"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -4264,9 +4270,8 @@ dependencies = [
 [[package]]
 name = "lance-datafusion"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "93146de8ae720cb90edef81c2f2d0a1b065fc2f23ecff2419546f389b0fa70a4"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -4296,9 +4301,8 @@ dependencies = [
 [[package]]
 name = "lance-datagen"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "ccec8ce4d8e0a87a99c431dab2364398029f2ffb649c1a693c60c79e05ed30dd"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -4316,9 +4320,8 @@ dependencies = [
 [[package]]
 name = "lance-encoding"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "5c1aec0bbbac6bce829bc10f1ba066258126100596c375fb71908ecf11c2c2a5"
 dependencies = [
 "arrow-arith",
 "arrow-array",
@@ -4355,9 +4358,8 @@ dependencies = [
 [[package]]
 name = "lance-file"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "14a8c548804f5b17486dc2d3282356ed1957095a852780283bc401fdd69e9075"
 dependencies = [
 "arrow-arith",
 "arrow-array",
@@ -4389,9 +4391,8 @@ dependencies = [
 [[package]]
 name = "lance-index"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "2da212f0090ea59f79ac3686660f596520c167fe1cb5f408900cf71d215f0e03"
 dependencies = [
 "arrow",
 "arrow-arith",
@@ -4455,9 +4456,8 @@ dependencies = [
 [[package]]
 name = "lance-io"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "41d958eb4b56f03bbe0f5f85eb2b4e9657882812297b6f711f201ffc995f259f"
 dependencies = [
 "arrow",
 "arrow-arith",
@@ -4477,10 +4477,13 @@ dependencies = [
 "deepsize",
 "futures",
 "http 1.4.0",
 "io-uring",
 "lance-arrow",
 "lance-core",
 "lance-namespace",
 "libc",
 "log",
 "moka",
 "object_store",
 "object_store_opendal",
 "opendal",
@@ -4498,9 +4501,8 @@ dependencies = [
 [[package]]
 name = "lance-linalg"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "0285b70da35def7ed95e150fae1d5308089554e1290470403ed3c50cb235bc5e"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -4516,9 +4518,8 @@ dependencies = [
 [[package]]
 name = "lance-namespace"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "5f78e2a828b654e062a495462c6e3eb4fcf0e7e907d761b8f217fc09ccd3ceac"
 dependencies = [
 "arrow",
 "async-trait",
@@ -4531,9 +4532,8 @@ dependencies = [
 [[package]]
 name = "lance-namespace-impls"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "a2392314f3da38f00d166295e44244208a65ccfc256e274fa8631849fc3f4d94"
 dependencies = [
 "arrow",
 "arrow-ipc",
@@ -4547,6 +4547,7 @@ dependencies = [
 "lance-core",
 "lance-index",
 "lance-io",
 "lance-linalg",
 "lance-namespace",
 "lance-table",
 "log",
@@ -4577,9 +4578,8 @@ dependencies = [
 [[package]]
 name = "lance-table"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "3df9c4adca3eb2074b3850432a9fb34248a3d90c3d6427d158b13ff9355664ee"
 dependencies = [
 "arrow",
 "arrow-array",
@@ -4618,9 +4618,8 @@ dependencies = [
 [[package]]
 name = "lance-testing"
-version = "4.0.0"
+version = "5.0.0-beta.4"
-source = "registry+https://github.com/rust-lang/crates.io-index"
+source = "git+https://github.com/lance-format/lance.git?tag=v5.0.0-beta.4#d9068e76a301df9e21d7282419f24f61a11375ac"
 checksum = "7ed7119bdd6983718387b4ac44af873a165262ca94f181b104cd6f97912eb3bf"
 dependencies = [
 "arrow-array",
 "arrow-schema",
@@ -4631,7 +4630,7 @@ dependencies = [
 [[package]]
 name = "lancedb"
-version = "0.27.2-beta.1"
+version = "0.27.2"
 dependencies = [
 "ahash",
 "anyhow",
@@ -4713,7 +4712,7 @@ dependencies = [
 [[package]]
 name = "lancedb-nodejs"
-version = "0.27.2-beta.1"
+version = "0.27.2"
 dependencies = [
 "arrow-array",
 "arrow-buffer",
@@ -4735,7 +4734,7 @@ dependencies = [
 [[package]]
 name = "lancedb-python"
-version = "0.30.2-beta.1"
+version = "0.30.2"
 dependencies = [
 "arrow",
 "async-trait",
@@ -5323,7 +5322,7 @@ version = "0.50.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7957b9740744892f114936ab4a57b3f487491bbeafaf8083688b16841a4240e5"
 dependencies = [
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -6303,7 +6302,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "343d3bd7056eda839b03204e68deff7d1b13aba7af2b2fd16890697274262ee7"
 dependencies = [
 "heck 0.5.0",
- "itertools 0.14.0",
+ "itertools 0.11.0",
 "log",
 "multimap",
 "petgraph",
@@ -6322,7 +6321,7 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "27c6023962132f4b30eb4c172c91ce92d933da334c59c23cddee82358ddafb0b"
 dependencies = [
 "anyhow",
- "itertools 0.14.0",
+ "itertools 0.11.0",
 "proc-macro2",
 "quote",
 "syn 2.0.117",
@@ -6528,7 +6527,7 @@ dependencies = [
 "once_cell",
 "socket2 0.6.3",
 "tracing",
- "windows-sys 0.60.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -7070,7 +7069,7 @@ dependencies = [
 "errno",
 "libc",
 "linux-raw-sys 0.12.1",
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -8089,7 +8088,7 @@ dependencies = [
 "getrandom 0.4.2",
 "once_cell",
 "rustix 1.1.4",
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
@@ -8894,7 +8893,7 @@ version = "0.1.11"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c2a7b1c03c876122aa43f3020e6c3c3ee5c05081c9a00739faf7503aeba10d22"
 dependencies = [
- "windows-sys 0.61.2",
+ "windows-sys 0.59.0",
 ]
 [[package]]
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -15,20 +15,20 @@ categories = ["database-implementations"]
 rust-version = "1.91.0"
 [workspace.dependencies]
-lance = { version = "=4.0.0", default-features = false }
+lance = { "version" = "=5.0.0-beta.4", default-features = false, "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-core = { version = "=4.0.0" }
+lance-core = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-datagen = { version = "=4.0.0" }
+lance-datagen = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-file = { version = "=4.0.0" }
+lance-file = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-io = { version = "=4.0.0", default-features = false }
+lance-io = { "version" = "=5.0.0-beta.4", default-features = false, "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-index = { version = "=4.0.0" }
+lance-index = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-linalg = { version = "=4.0.0" }
+lance-linalg = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace = { version = "=4.0.0" }
+lance-namespace = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-namespace-impls = { version = "=4.0.0", default-features = false }
+lance-namespace-impls = { "version" = "=5.0.0-beta.4", default-features = false, "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-table = { version = "=4.0.0" }
+lance-table = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-testing = { version = "=4.0.0" }
+lance-testing = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-datafusion = { version = "=4.0.0" }
+lance-datafusion = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-encoding = { version = "=4.0.0" }
+lance-encoding = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
-lance-arrow = { version = "=4.0.0" }
+lance-arrow = { "version" = "=5.0.0-beta.4", "tag" = "v5.0.0-beta.4", "git" = "https://github.com/lance-format/lance.git" }
 ahash = "0.8"
 # Note that this one does not include pyarrow
 arrow = { version = "57.2", optional = false }
--- a/docs/src/java/java.md
+++ b/docs/src/java/java.md
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
 <dependency>
    <groupId>com.lancedb</groupId>
    <artifactId>lancedb-core</artifactId>
-    <version>0.27.2-beta.1</version>
+    <version>0.27.2</version>
 </dependency>
 ```
@@ -57,32 +57,32 @@ LanceNamespace namespaceClient = LanceDbNamespaceClientBuilder.newBuilder()
 ## Metadata Operations
-### Creating a Namespace
+### Creating a Namespace Path
-Namespaces organize tables hierarchically. Create a namespace before creating tables within it:
+Namespace paths organize tables hierarchically. Create the desired namespace path before creating tables within it:
 ```java
 import org.lance.namespace.model.CreateNamespaceRequest;
 import org.lance.namespace.model.CreateNamespaceResponse;
-// Create a child namespace
+// Create a child namespace path
 CreateNamespaceRequest request = new CreateNamespaceRequest();
 request.setId(Arrays.asList("my_namespace"));
 CreateNamespaceResponse response = namespaceClient.createNamespace(request);
 ```
-You can also create nested namespaces:
+You can also create nested namespace paths:
 ```java
-// Create a nested namespace: parent/child
+// Create a nested namespace path: parent/child
 CreateNamespaceRequest request = new CreateNamespaceRequest();
 request.setId(Arrays.asList("parent_namespace", "child_namespace"));
 CreateNamespaceResponse response = namespaceClient.createNamespace(request);
 ```
-### Describing a Namespace
+### Describing a Namespace Path
 ```java
 import org.lance.namespace.model.DescribeNamespaceRequest;
@@ -95,22 +95,22 @@ DescribeNamespaceResponse response = namespaceClient.describeNamespace(request);
 System.out.println("Namespace properties: " + response.getProperties());
 ```
-### Listing Namespaces
+### Listing Namespace Paths
 ```java
 import org.lance.namespace.model.ListNamespacesRequest;
 import org.lance.namespace.model.ListNamespacesResponse;
-// List all namespaces at root level
+// List all namespace paths at the root level
 ListNamespacesRequest request = new ListNamespacesRequest();
 request.setId(Arrays.asList());  // Empty for root
 ListNamespacesResponse response = namespaceClient.listNamespaces(request);
 for (String ns : response.getNamespaces()) {
-    System.out.println("Namespace: " + ns);
+    System.out.println("Namespace path: " + ns);
 }
-// List child namespaces under a parent
+// List child namespace paths under a parent path
 ListNamespacesRequest childRequest = new ListNamespacesRequest();
 childRequest.setId(Arrays.asList("parent_namespace"));
@@ -123,7 +123,7 @@ ListNamespacesResponse childResponse = namespaceClient.listNamespaces(childReque
 import org.lance.namespace.model.ListTablesRequest;
 import org.lance.namespace.model.ListTablesResponse;
-// List tables in a namespace
+// List tables in a namespace path
 ListTablesRequest request = new ListTablesRequest();
 request.setId(Arrays.asList("my_namespace"));
@@ -133,7 +133,7 @@ for (String table : response.getTables()) {
 }
 ```
-### Dropping a Namespace
+### Dropping a Namespace Path
 ```java
 import org.lance.namespace.model.DropNamespaceRequest;
@@ -175,7 +175,7 @@ DropTableResponse response = namespaceClient.dropTable(request);
 ### Creating a Table
-Tables are created within a namespace by providing data in Apache Arrow IPC format:
+Tables are created within a namespace path by providing data in Apache Arrow IPC format:
 ```java
 import org.lance.namespace.LanceNamespace;
@@ -242,7 +242,7 @@ try (BufferAllocator allocator = new RootAllocator();
    }
    byte[] tableData = out.toByteArray();
-    // Create table in a namespace
+    // Create a table in a namespace path
    CreateTableRequest request = new CreateTableRequest();
    request.setId(Arrays.asList("my_namespace", "my_table"));
    CreateTableResponse response = namespaceClient.createTable(request, tableData);
--- a/docs/src/js/classes/Connection.md
+++ b/docs/src/js/classes/Connection.md
@@ -61,8 +61,8 @@ sharing the same data, deletion, and index files.
 * **options.sourceVersion?**: `number`
    The version of the source table to clone.
-* **options.targetNamespace?**: `string`[]
+* **options.targetNamespacePath?**: `string`[]
-    The namespace for the target table (defaults to root namespace).
+    The namespace path for the target table (defaults to root namespace).
 #### Returns
@@ -116,13 +116,13 @@ Creates a new empty Table
 `Promise`&lt;[`Table`](Table.md)&gt;
-#### createEmptyTable(name, schema, namespace, options)
+#### createEmptyTable(name, schema, namespacePath, options)
 ```ts
 abstract createEmptyTable(
   name,
   schema,
-   namespace?,
+   namespacePath?,
   options?): Promise<Table>
 ```
@@ -136,8 +136,8 @@ Creates a new empty Table
 * **schema**: [`SchemaLike`](../type-aliases/SchemaLike.md)
    The schema of the table
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace to create the table in (defaults to root namespace)
+    The namespace path to create the table in (defaults to root namespace)
 * **options?**: `Partial`&lt;[`CreateTableOptions`](../interfaces/CreateTableOptions.md)&gt;
    Additional options
@@ -150,10 +150,10 @@ Creates a new empty Table
 ### createTable()
-#### createTable(options, namespace)
+#### createTable(options, namespacePath)
 ```ts
-abstract createTable(options, namespace?): Promise<Table>
+abstract createTable(options, namespacePath?): Promise<Table>
 ```
 Creates a new Table and initialize it with new data.
@@ -163,8 +163,8 @@ Creates a new Table and initialize it with new data.
 * **options**: `object` & `Partial`&lt;[`CreateTableOptions`](../interfaces/CreateTableOptions.md)&gt;
    The options object.
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace to create the table in (defaults to root namespace)
+    The namespace path to create the table in (defaults to root namespace)
 ##### Returns
@@ -197,13 +197,13 @@ Creates a new Table and initialize it with new data.
 `Promise`&lt;[`Table`](Table.md)&gt;
-#### createTable(name, data, namespace, options)
+#### createTable(name, data, namespacePath, options)
 ```ts
 abstract createTable(
   name,
   data,
-   namespace?,
+   namespacePath?,
   options?): Promise<Table>
 ```
@@ -218,8 +218,8 @@ Creates a new Table and initialize it with new data.
    Non-empty Array of Records
    to be inserted into the table
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace to create the table in (defaults to root namespace)
+    The namespace path to create the table in (defaults to root namespace)
 * **options?**: `Partial`&lt;[`CreateTableOptions`](../interfaces/CreateTableOptions.md)&gt;
    Additional options
@@ -247,15 +247,15 @@ Return a brief description of the connection
 ### dropAllTables()
 ```ts
-abstract dropAllTables(namespace?): Promise<void>
+abstract dropAllTables(namespacePath?): Promise<void>
 ```
 Drop all tables in the database.
 #### Parameters
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace to drop tables from (defaults to root namespace).
+    The namespace path to drop tables from (defaults to root namespace).
 #### Returns
@@ -266,7 +266,7 @@ Drop all tables in the database.
 ### dropTable()
 ```ts
-abstract dropTable(name, namespace?): Promise<void>
+abstract dropTable(name, namespacePath?): Promise<void>
 ```
 Drop an existing table.
@@ -276,8 +276,8 @@ Drop an existing table.
 * **name**: `string`
    The name of the table to drop.
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace of the table (defaults to root namespace).
+    The namespace path of the table (defaults to root namespace).
 #### Returns
@@ -304,7 +304,7 @@ Return true if the connection has not been closed
 ```ts
 abstract openTable(
   name,
-   namespace?,
+   namespacePath?,
   options?): Promise<Table>
 ```
@@ -315,8 +315,8 @@ Open a table in the database.
 * **name**: `string`
    The name of the table
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace of the table (defaults to root namespace)
+    The namespace path of the table (defaults to root namespace)
 * **options?**: `Partial`&lt;[`OpenTableOptions`](../interfaces/OpenTableOptions.md)&gt;
    Additional options
@@ -349,10 +349,10 @@ Tables will be returned in lexicographical order.
 `Promise`&lt;`string`[]&gt;
-#### tableNames(namespace, options)
+#### tableNames(namespacePath, options)
 ```ts
-abstract tableNames(namespace?, options?): Promise<string[]>
+abstract tableNames(namespacePath?, options?): Promise<string[]>
 ```
 List all the table names in this database.
@@ -361,8 +361,8 @@ Tables will be returned in lexicographical order.
 ##### Parameters
-* **namespace?**: `string`[]
+* **namespacePath?**: `string`[]
-    The namespace to list tables from (defaults to root namespace)
+    The namespace path to list tables from (defaults to root namespace)
 * **options?**: `Partial`&lt;[`TableNamesOptions`](../interfaces/TableNamesOptions.md)&gt;
    options to control the
--- a/java/lancedb-core/pom.xml
+++ b/java/lancedb-core/pom.xml
@@ -8,7 +8,7 @@
    <parent>
      <groupId>com.lancedb</groupId>
      <artifactId>lancedb-parent</artifactId>
-      <version>0.27.2-beta.1</version>
+      <version>0.27.2-final.0</version>
      <relativePath>../pom.xml</relativePath>
    </parent>
--- a/java/pom.xml
+++ b/java/pom.xml
@@ -6,7 +6,7 @@
    <groupId>com.lancedb</groupId>
    <artifactId>lancedb-parent</artifactId>
-    <version>0.27.2-beta.1</version>
+    <version>0.27.2-final.0</version>
    <packaging>pom</packaging>
    <name>${project.artifactId}</name>
    <description>LanceDB Java SDK Parent POM</description>
@@ -28,7 +28,7 @@
    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <arrow.version>15.0.0</arrow.version>
-        <lance-core.version>3.0.1</lance-core.version>
+        <lance-core.version>5.0.0-beta.4</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>
--- a/nodejs/Cargo.toml
+++ b/nodejs/Cargo.toml
@@ -1,7 +1,7 @@
 [package]
 name = "lancedb-nodejs"
 edition.workspace = true
-version = "0.27.2-beta.1"
+version = "0.27.2"
 license.workspace = true
 description.workspace = true
 repository.workspace = true
--- a/nodejs/test/table.test.ts
+++ b/nodejs/test/table.test.ts
@@ -103,7 +103,7 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
        },
        numIndices: 0,
        numRows: 3,
-        totalBytes: 24,
+        totalBytes: 44,
      });
    });
--- a/nodejs/lancedb/connection.ts
+++ b/nodejs/lancedb/connection.ts
@@ -166,25 +166,25 @@ export abstract class Connection {
   * List all the table names in this database.
   *
   * Tables will be returned in lexicographical order.
-   * @param {string[]} namespace - The namespace to list tables from (defaults to root namespace)
+   * @param {string[]} namespacePath - The namespace path to list tables from (defaults to root namespace)
   * @param {Partial<TableNamesOptions>} options - options to control the
   * paging / start point
   *
   */
  abstract tableNames(
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<TableNamesOptions>,
  ): Promise<string[]>;
  /**
   * Open a table in the database.
   * @param {string} name - The name of the table
-   * @param {string[]} namespace - The namespace of the table (defaults to root namespace)
+   * @param {string[]} namespacePath - The namespace path of the table (defaults to root namespace)
   * @param {Partial<OpenTableOptions>} options - Additional options
   */
  abstract openTable(
    name: string,
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<OpenTableOptions>,
  ): Promise<Table>;
@@ -193,7 +193,7 @@ export abstract class Connection {
   * @param {object} options - The options object.
   * @param {string} options.name - The name of the table.
   * @param {Data} options.data - Non-empty Array of Records to be inserted into the table
-   * @param {string[]} namespace - The namespace to create the table in (defaults to root namespace)
+   * @param {string[]} namespacePath - The namespace path to create the table in (defaults to root namespace)
   *
   */
  abstract createTable(
@@ -201,7 +201,7 @@ export abstract class Connection {
      name: string;
      data: Data;
    } & Partial<CreateTableOptions>,
-    namespace?: string[],
+    namespacePath?: string[],
  ): Promise<Table>;
  /**
   * Creates a new Table and initialize it with new data.
@@ -220,13 +220,13 @@ export abstract class Connection {
   * @param {string} name - The name of the table.
   * @param {Record<string, unknown>[] | TableLike} data - Non-empty Array of Records
   * to be inserted into the table
-   * @param {string[]} namespace - The namespace to create the table in (defaults to root namespace)
+   * @param {string[]} namespacePath - The namespace path to create the table in (defaults to root namespace)
   * @param {Partial<CreateTableOptions>} options - Additional options
   */
  abstract createTable(
    name: string,
    data: Record<string, unknown>[] | TableLike,
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<CreateTableOptions>,
  ): Promise<Table>;
@@ -245,28 +245,28 @@ export abstract class Connection {
   * Creates a new empty Table
   * @param {string} name - The name of the table.
   * @param {Schema} schema - The schema of the table
-   * @param {string[]} namespace - The namespace to create the table in (defaults to root namespace)
+   * @param {string[]} namespacePath - The namespace path to create the table in (defaults to root namespace)
   * @param {Partial<CreateTableOptions>} options - Additional options
   */
  abstract createEmptyTable(
    name: string,
    schema: import("./arrow").SchemaLike,
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<CreateTableOptions>,
  ): Promise<Table>;
  /**
   * Drop an existing table.
   * @param {string} name The name of the table to drop.
-   * @param {string[]} namespace The namespace of the table (defaults to root namespace).
+   * @param {string[]} namespacePath The namespace path of the table (defaults to root namespace).
   */
-  abstract dropTable(name: string, namespace?: string[]): Promise<void>;
+  abstract dropTable(name: string, namespacePath?: string[]): Promise<void>;
  /**
   * Drop all tables in the database.
-   * @param {string[]} namespace The namespace to drop tables from (defaults to root namespace).
+   * @param {string[]} namespacePath The namespace path to drop tables from (defaults to root namespace).
   */
-  abstract dropAllTables(namespace?: string[]): Promise<void>;
+  abstract dropAllTables(namespacePath?: string[]): Promise<void>;
  /**
   * Clone a table from a source table.
@@ -279,7 +279,7 @@ export abstract class Connection {
   * @param {string} targetTableName - The name of the target table to create.
   * @param {string} sourceUri - The URI of the source table to clone from.
   * @param {object} options - Clone options.
-   * @param {string[]} options.targetNamespace - The namespace for the target table (defaults to root namespace).
+   * @param {string[]} options.targetNamespacePath - The namespace path for the target table (defaults to root namespace).
   * @param {number} options.sourceVersion - The version of the source table to clone.
   * @param {string} options.sourceTag - The tag of the source table to clone.
   * @param {boolean} options.isShallow - Whether to perform a shallow clone (defaults to true).
@@ -288,7 +288,7 @@ export abstract class Connection {
    targetTableName: string,
    sourceUri: string,
    options?: {
-      targetNamespace?: string[];
+      targetNamespacePath?: string[];
      sourceVersion?: number;
      sourceTag?: string;
      isShallow?: boolean;
@@ -319,25 +319,25 @@ export class LocalConnection extends Connection {
  }
  async tableNames(
-    namespaceOrOptions?: string[] | Partial<TableNamesOptions>,
+    namespacePathOrOptions?: string[] | Partial<TableNamesOptions>,
    options?: Partial<TableNamesOptions>,
  ): Promise<string[]> {
-    // Detect if first argument is namespace array or options object
+    // Detect if first argument is namespacePath array or options object
-    let namespace: string[] | undefined;
+    let namespacePath: string[] | undefined;
    let tableNamesOptions: Partial<TableNamesOptions> | undefined;
-    if (Array.isArray(namespaceOrOptions)) {
+    if (Array.isArray(namespacePathOrOptions)) {
-      // First argument is namespace array
+      // First argument is namespacePath array
-      namespace = namespaceOrOptions;
+      namespacePath = namespacePathOrOptions;
      tableNamesOptions = options;
    } else {
      // First argument is options object (backwards compatibility)
-      namespace = undefined;
+      namespacePath = undefined;
-      tableNamesOptions = namespaceOrOptions;
+      tableNamesOptions = namespacePathOrOptions;
    }
    return this.inner.tableNames(
-      namespace ?? [],
+      namespacePath ?? [],
      tableNamesOptions?.startAfter,
      tableNamesOptions?.limit,
    );
@@ -345,12 +345,12 @@ export class LocalConnection extends Connection {
  async openTable(
    name: string,
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<OpenTableOptions>,
  ): Promise<Table> {
    const innerTable = await this.inner.openTable(
      name,
-      namespace ?? [],
+      namespacePath ?? [],
      cleanseStorageOptions(options?.storageOptions),
      options?.indexCacheSize,
    );
@@ -362,7 +362,7 @@ export class LocalConnection extends Connection {
    targetTableName: string,
    sourceUri: string,
    options?: {
-      targetNamespace?: string[];
+      targetNamespacePath?: string[];
      sourceVersion?: number;
      sourceTag?: string;
      isShallow?: boolean;
@@ -371,7 +371,7 @@ export class LocalConnection extends Connection {
    const innerTable = await this.inner.cloneTable(
      targetTableName,
      sourceUri,
-      options?.targetNamespace ?? [],
+      options?.targetNamespacePath ?? [],
      options?.sourceVersion ?? null,
      options?.sourceTag ?? null,
      options?.isShallow ?? true,
@@ -406,42 +406,42 @@ export class LocalConnection extends Connection {
    nameOrOptions:
      | string
      | ({ name: string; data: Data } & Partial<CreateTableOptions>),
-    dataOrNamespace?: Record<string, unknown>[] | TableLike | string[],
+    dataOrNamespacePath?: Record<string, unknown>[] | TableLike | string[],
-    namespaceOrOptions?: string[] | Partial<CreateTableOptions>,
+    namespacePathOrOptions?: string[] | Partial<CreateTableOptions>,
    options?: Partial<CreateTableOptions>,
  ): Promise<Table> {
    if (typeof nameOrOptions !== "string" && "name" in nameOrOptions) {
-      // First overload: createTable(options, namespace?)
+      // First overload: createTable(options, namespacePath?)
      const { name, data, ...createOptions } = nameOrOptions;
-      const namespace = dataOrNamespace as string[] | undefined;
+      const namespacePath = dataOrNamespacePath as string[] | undefined;
-      return this._createTableImpl(name, data, namespace, createOptions);
+      return this._createTableImpl(name, data, namespacePath, createOptions);
    }
-    // Second overload: createTable(name, data, namespace?, options?)
+    // Second overload: createTable(name, data, namespacePath?, options?)
    const name = nameOrOptions;
-    const data = dataOrNamespace as Record<string, unknown>[] | TableLike;
+    const data = dataOrNamespacePath as Record<string, unknown>[] | TableLike;
-    // Detect if third argument is namespace array or options object
+    // Detect if third argument is namespacePath array or options object
-    let namespace: string[] | undefined;
+    let namespacePath: string[] | undefined;
    let createOptions: Partial<CreateTableOptions> | undefined;
-    if (Array.isArray(namespaceOrOptions)) {
+    if (Array.isArray(namespacePathOrOptions)) {
-      // Third argument is namespace array
+      // Third argument is namespacePath array
-      namespace = namespaceOrOptions;
+      namespacePath = namespacePathOrOptions;
      createOptions = options;
    } else {
      // Third argument is options object (backwards compatibility)
-      namespace = undefined;
+      namespacePath = undefined;
-      createOptions = namespaceOrOptions;
+      createOptions = namespacePathOrOptions;
    }
-    return this._createTableImpl(name, data, namespace, createOptions);
+    return this._createTableImpl(name, data, namespacePath, createOptions);
  }
  private async _createTableImpl(
    name: string,
    data: Data,
-    namespace?: string[],
+    namespacePath?: string[],
    options?: Partial<CreateTableOptions>,
  ): Promise<Table> {
    if (data === undefined) {
@@ -455,7 +455,7 @@ export class LocalConnection extends Connection {
      name,
      buf,
      mode,
-      namespace ?? [],
+      namespacePath ?? [],
      storageOptions,
    );
@@ -465,21 +465,21 @@ export class LocalConnection extends Connection {
  async createEmptyTable(
    name: string,
    schema: import("./arrow").SchemaLike,
-    namespaceOrOptions?: string[] | Partial<CreateTableOptions>,
+    namespacePathOrOptions?: string[] | Partial<CreateTableOptions>,
    options?: Partial<CreateTableOptions>,
  ): Promise<Table> {
-    // Detect if third argument is namespace array or options object
+    // Detect if third argument is namespacePath array or options object
-    let namespace: string[] | undefined;
+    let namespacePath: string[] | undefined;
    let createOptions: Partial<CreateTableOptions> | undefined;
-    if (Array.isArray(namespaceOrOptions)) {
+    if (Array.isArray(namespacePathOrOptions)) {
-      // Third argument is namespace array
+      // Third argument is namespacePath array
-      namespace = namespaceOrOptions;
+      namespacePath = namespacePathOrOptions;
      createOptions = options;
    } else {
      // Third argument is options object (backwards compatibility)
-      namespace = undefined;
+      namespacePath = undefined;
-      createOptions = namespaceOrOptions;
+      createOptions = namespacePathOrOptions;
    }
    let mode: string = createOptions?.mode ?? "create";
@@ -502,18 +502,18 @@ export class LocalConnection extends Connection {
      name,
      buf,
      mode,
-      namespace ?? [],
+      namespacePath ?? [],
      storageOptions,
    );
    return new LocalTable(innerTable);
  }
-  async dropTable(name: string, namespace?: string[]): Promise<void> {
+  async dropTable(name: string, namespacePath?: string[]): Promise<void> {
-    return this.inner.dropTable(name, namespace ?? []);
+    return this.inner.dropTable(name, namespacePath ?? []);
  }
-  async dropAllTables(namespace?: string[]): Promise<void> {
+  async dropAllTables(namespacePath?: string[]): Promise<void> {
-    return this.inner.dropAllTables(namespace ?? []);
+    return this.inner.dropAllTables(namespacePath ?? []);
  }
 }
--- a/nodejs/npm/darwin-arm64/package.json
+++ b/nodejs/npm/darwin-arm64/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-darwin-arm64",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["darwin"],
 	"cpu": ["arm64"],
 	"main": "lancedb.darwin-arm64.node",
--- a/nodejs/npm/linux-arm64-gnu/package.json
+++ b/nodejs/npm/linux-arm64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-gnu",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-gnu.node",
--- a/nodejs/npm/linux-arm64-musl/package.json
+++ b/nodejs/npm/linux-arm64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-arm64-musl",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["linux"],
 	"cpu": ["arm64"],
 	"main": "lancedb.linux-arm64-musl.node",
--- a/nodejs/npm/linux-x64-gnu/package.json
+++ b/nodejs/npm/linux-x64-gnu/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-gnu",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-gnu.node",
--- a/nodejs/npm/linux-x64-musl/package.json
+++ b/nodejs/npm/linux-x64-musl/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-linux-x64-musl",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["linux"],
 	"cpu": ["x64"],
 	"main": "lancedb.linux-x64-musl.node",
--- a/nodejs/npm/win32-arm64-msvc/package.json
+++ b/nodejs/npm/win32-arm64-msvc/package.json
@@ -1,6 +1,6 @@
 {
  "name": "@lancedb/lancedb-win32-arm64-msvc",
-  "version": "0.27.2-beta.1",
+  "version": "0.27.2",
  "os": [
    "win32"
  ],
--- a/nodejs/npm/win32-x64-msvc/package.json
+++ b/nodejs/npm/win32-x64-msvc/package.json
@@ -1,6 +1,6 @@
 {
 	"name": "@lancedb/lancedb-win32-x64-msvc",
-	"version": "0.27.2-beta.1",
+	"version": "0.27.2",
 	"os": ["win32"],
 	"cpu": ["x64"],
 	"main": "lancedb.win32-x64-msvc.node",
--- a/nodejs/package-lock.json
+++ b/nodejs/package-lock.json
@@ -1,12 +1,12 @@
 {
  "name": "@lancedb/lancedb",
-  "version": "0.27.2-beta.1",
+  "version": "0.27.2",
  "lockfileVersion": 3,
  "requires": true,
  "packages": {
    "": {
      "name": "@lancedb/lancedb",
-      "version": "0.27.2-beta.1",
+      "version": "0.27.2",
      "cpu": [
        "x64",
        "arm64"
--- a/nodejs/package.json
+++ b/nodejs/package.json
@@ -11,7 +11,7 @@
    "ann"
  ],
  "private": false,
-  "version": "0.27.2-beta.1",
+  "version": "0.27.2",
  "main": "dist/index.js",
  "exports": {
    ".": "./dist/index.js",
--- a/nodejs/src/connection.rs
+++ b/nodejs/src/connection.rs
@@ -119,12 +119,12 @@ impl Connection {
    #[napi(catch_unwind)]
    pub async fn table_names(
        &self,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        start_after: Option<String>,
        limit: Option<u32>,
    ) -> napi::Result<Vec<String>> {
        let mut op = self.get_inner()?.table_names();
-        op = op.namespace(namespace);
+        op = op.namespace(namespace_path.unwrap_or_default());
        if let Some(start_after) = start_after {
            op = op.start_after(start_after);
        }
@@ -146,7 +146,7 @@ impl Connection {
        name: String,
        buf: Buffer,
        mode: String,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
    ) -> napi::Result<Table> {
        let batches = ipc_file_to_batches(buf.to_vec())
@@ -154,7 +154,7 @@ impl Connection {
        let mode = Self::parse_create_mode_str(&mode)?;
        let mut builder = self.get_inner()?.create_table(&name, batches).mode(mode);
-        builder = builder.namespace(namespace);
+        builder = builder.namespace(namespace_path.unwrap_or_default());
        if let Some(storage_options) = storage_options {
            for (key, value) in storage_options {
@@ -171,7 +171,7 @@ impl Connection {
        name: String,
        schema_buf: Buffer,
        mode: String,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
    ) -> napi::Result<Table> {
        let schema = ipc_file_to_schema(schema_buf.to_vec()).map_err(|e| {
@@ -183,7 +183,7 @@ impl Connection {
            .create_empty_table(&name, schema)
            .mode(mode);
-        builder = builder.namespace(namespace);
+        builder = builder.namespace(namespace_path.unwrap_or_default());
        if let Some(storage_options) = storage_options {
            for (key, value) in storage_options {
@@ -198,13 +198,13 @@ impl Connection {
    pub async fn open_table(
        &self,
        name: String,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
        index_cache_size: Option<u32>,
    ) -> napi::Result<Table> {
        let mut builder = self.get_inner()?.open_table(&name);
-        builder = builder.namespace(namespace);
+        builder = builder.namespace(namespace_path.unwrap_or_default());
        if let Some(storage_options) = storage_options {
            for (key, value) in storage_options {
@@ -223,7 +223,7 @@ impl Connection {
        &self,
        target_table_name: String,
        source_uri: String,
-        target_namespace: Vec<String>,
+        target_namespace_path: Option<Vec<String>>,
        source_version: Option<i64>,
        source_tag: Option<String>,
        is_shallow: bool,
@@ -232,7 +232,7 @@ impl Connection {
            .get_inner()?
            .clone_table(&target_table_name, &source_uri);
-        builder = builder.target_namespace(target_namespace);
+        builder = builder.target_namespace(target_namespace_path.unwrap_or_default());
        if let Some(version) = source_version {
            builder = builder.source_version(version as u64);
@@ -250,18 +250,21 @@ impl Connection {
    /// Drop table with the name. Or raise an error if the table does not exist.
    #[napi(catch_unwind)]
-    pub async fn drop_table(&self, name: String, namespace: Vec<String>) -> napi::Result<()> {
+    pub async fn drop_table(
        &self,
        name: String,
        namespace_path: Option<Vec<String>>,
    ) -> napi::Result<()> {
        let ns = namespace_path.unwrap_or_default();
        self.get_inner()?
-            .drop_table(&name, &namespace)
+            .drop_table(&name, &ns)
            .await
            .default_error()
    }
    #[napi(catch_unwind)]
-    pub async fn drop_all_tables(&self, namespace: Vec<String>) -> napi::Result<()> {
+    pub async fn drop_all_tables(&self, namespace_path: Option<Vec<String>>) -> napi::Result<()> {
-        self.get_inner()?
+        let ns = namespace_path.unwrap_or_default();
-            .drop_all_tables(&namespace)
+        self.get_inner()?.drop_all_tables(&ns).await.default_error()
            .await
            .default_error()
    }
 }
--- a/python/.bumpversion.toml
+++ b/python/.bumpversion.toml
@@ -1,5 +1,5 @@
 [tool.bumpversion]
-current_version = "0.30.2"
+current_version = "0.31.0-beta.0"
 parse = """(?x)
    (?P<major>0|[1-9]\\d*)\\.
    (?P<minor>0|[1-9]\\d*)\\.
--- a/python/Cargo.toml
+++ b/python/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb-python"
-version = "0.30.2"
+version = "0.31.0-beta.0"
 edition.workspace = true
 description = "Python bindings for LanceDB"
 license.workspace = true
--- a/python/pyproject.toml
+++ b/python/pyproject.toml
@@ -45,7 +45,7 @@ repository = "https://github.com/lancedb/lancedb"
 [project.optional-dependencies]
 pylance = [
-    "pylance>=4.0.0b7",
+    "pylance>=5.0.0b3",
 ]
 tests = [
    "aiohttp>=3.9.0",
@@ -59,7 +59,7 @@ tests = [
    "polars>=0.19, <=1.3.0",
    "tantivy>=0.20.0",
    "pyarrow-stubs>=16.0",
-    "pylance>=4.0.0b7",
+    "pylance>=5.0.0b3",
    "requests>=2.31.0",
    "datafusion>=52,<53",
 ]
--- a/python/python/lancedb/init.py
+++ b/python/python/lancedb/init.py
@@ -6,7 +6,7 @@ import importlib.metadata
 import os
 from concurrent.futures import ThreadPoolExecutor
 from datetime import timedelta
-from typing import Dict, Optional, Union, Any
+from typing import Dict, Optional, Union, Any, List
 import warnings
 __version__ = importlib.metadata.version("lancedb")
@@ -15,7 +15,6 @@ from ._lancedb import connect as lancedb_connect
 from .common import URI, sanitize_uri
 from urllib.parse import urlparse
 from .db import AsyncConnection, DBConnection, LanceDBConnection
 from .io import StorageOptionsProvider
 from .remote import ClientConfig
 from .remote.db import RemoteDBConnection
 from .expr import Expr, col, lit, func
@@ -64,7 +63,7 @@ def _check_s3_bucket_with_dots(
 def connect(
-    uri: URI,
+    uri: Optional[URI] = None,
    *,
    api_key: Optional[str] = None,
    region: str = "us-east-1",
@@ -74,14 +73,18 @@ def connect(
    client_config: Union[ClientConfig, Dict[str, Any], None] = None,
    storage_options: Optional[Dict[str, str]] = None,
    session: Optional[Session] = None,
    namespace_client_impl: Optional[str] = None,
    namespace_client_properties: Optional[Dict[str, str]] = None,
    namespace_client_pushdown_operations: Optional[List[str]] = None,
    **kwargs: Any,
 ) -> DBConnection:
    """Connect to a LanceDB database.
    Parameters
    ----------
-    uri: str or Path
+    uri: str or Path, optional
-        The uri of the database.
+        The uri of the database. When ``namespace_client_impl`` is provided you may
        omit ``uri`` and connect through a namespace client instead.
    api_key: str, optional
        If presented, connect to LanceDB cloud.
        Otherwise, connect to a database on file system or cloud storage.
@@ -114,6 +117,18 @@ def connect(
        cache sizes for index and metadata caches, which can significantly
        impact memory use and performance. They can also be re-used across
        multiple connections to share the same cache state.
    namespace_client_impl : str, optional
        When provided along with ``namespace_client_properties``, ``connect``
        returns a namespace-backed connection by delegating to
        :func:`connect_namespace`. The value identifies which namespace
        implementation to load (e.g., ``"dir"`` or ``"rest"``).
    namespace_client_properties : dict, optional
        Configuration to pass to the namespace client implementation. Required
        when ``namespace_client_impl`` is set.
    namespace_client_pushdown_operations : list[str], optional
        Only used when ``namespace_client_properties`` is provided. Forwards to
        :func:`connect_namespace` to control which operations are executed on the
        namespace service (e.g., ``["QueryTable", "CreateTable"]``).
    Examples
    --------
@@ -133,11 +148,42 @@ def connect(
    >>> db = lancedb.connect("db://my_database", api_key="ldb_...",
    ...                      client_config={"retry_config": {"retries": 5}})
    Connect to a namespace-backed database:
    >>> db = lancedb.connect(namespace_client_impl="dir",
    ...                      namespace_client_properties={"root": "/tmp/ns"})
    Returns
    -------
    conn : DBConnection
        A connection to a LanceDB database.
    """
    if namespace_client_impl is not None or namespace_client_properties is not None:
        if namespace_client_impl is None or namespace_client_properties is None:
            raise ValueError(
                "Both namespace_client_impl and "
                "namespace_client_properties must be provided"
            )
        if kwargs:
            raise ValueError(f"Unknown keyword arguments: {kwargs}")
        return connect_namespace(
            namespace_client_impl,
            namespace_client_properties,
            read_consistency_interval=read_consistency_interval,
            storage_options=storage_options,
            session=session,
            namespace_client_pushdown_operations=namespace_client_pushdown_operations,
        )
    if namespace_client_pushdown_operations is not None:
        raise ValueError(
            "namespace_client_pushdown_operations is only valid when "
            "connecting through a namespace"
        )
    if uri is None:
        raise ValueError(
            "uri is required when not connecting through a namespace client"
        )
    if isinstance(uri, str) and uri.startswith("db://"):
        if api_key is None:
            api_key = os.environ.get("LANCEDB_API_KEY")
@@ -284,7 +330,6 @@ __all__ = [
    "LanceNamespaceDBConnection",
    "RemoteDBConnection",
    "Session",
    "StorageOptionsProvider",
    "Table",
    "__version__",
 ]
--- a/python/python/lancedb/_lancedb.pyi
+++ b/python/python/lancedb/_lancedb.pyi
@@ -14,7 +14,6 @@ from .index import (
    HnswSq,
    FTS,
 )
 from .io import StorageOptionsProvider
 from lance_namespace import (
    ListNamespacesResponse,
    CreateNamespaceResponse,
@@ -72,35 +71,35 @@ class Connection(object):
    async def close(self): ...
    async def list_namespaces(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListNamespacesResponse: ...
    async def create_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        properties: Optional[Dict[str, str]] = None,
    ) -> CreateNamespaceResponse: ...
    async def drop_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        behavior: Optional[str] = None,
    ) -> DropNamespaceResponse: ...
    async def describe_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
    ) -> DescribeNamespaceResponse: ...
    async def list_tables(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListTablesResponse: ...
    async def table_names(
        self,
-        namespace: Optional[List[str]],
+        namespace_path: Optional[List[str]],
        start_after: Optional[str],
        limit: Optional[int],
    ) -> list[str]: ...  # Deprecated: Use list_tables instead
@@ -109,9 +108,8 @@ class Connection(object):
        name: str,
        mode: str,
        data: pa.RecordBatchReader,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional[StorageOptionsProvider] = None,
        location: Optional[str] = None,
    ) -> Table: ...
    async def create_empty_table(
@@ -119,17 +117,15 @@ class Connection(object):
        name: str,
        mode: str,
        schema: pa.Schema,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional[StorageOptionsProvider] = None,
        location: Optional[str] = None,
    ) -> Table: ...
    async def open_table(
        self,
        name: str,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional[StorageOptionsProvider] = None,
        index_cache_size: Optional[int] = None,
        location: Optional[str] = None,
    ) -> Table: ...
@@ -137,7 +133,7 @@ class Connection(object):
        self,
        target_table_name: str,
        source_uri: str,
-        target_namespace: Optional[List[str]] = None,
+        target_namespace_path: Optional[List[str]] = None,
        source_version: Optional[int] = None,
        source_tag: Optional[str] = None,
        is_shallow: bool = True,
@@ -146,13 +142,15 @@ class Connection(object):
        self,
        cur_name: str,
        new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace_path: Optional[List[str]] = None,
-        new_namespace: Optional[List[str]] = None,
+        new_namespace_path: Optional[List[str]] = None,
    ) -> None: ...
    async def drop_table(
-        self, name: str, namespace: Optional[List[str]] = None
+        self, name: str, namespace_path: Optional[List[str]] = None
    ) -> None: ...
    async def drop_all_tables(
        self, namespace_path: Optional[List[str]] = None
    ) -> None: ...
    async def drop_all_tables(self, namespace: Optional[List[str]] = None) -> None: ...
 class Table:
    def name(self) -> str: ...
--- a/python/python/lancedb/db.py
+++ b/python/python/lancedb/db.py
@@ -52,7 +52,6 @@ if TYPE_CHECKING:
    from ._lancedb import Connection as LanceDbConnection
    from .common import DATA, URI
    from .embeddings import EmbeddingFunctionConfig
    from .io import StorageOptionsProvider
    from ._lancedb import Session
 from .namespace_utils import (
@@ -67,7 +66,7 @@ class DBConnection(EnforceOverrides):
    def list_namespaces(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListNamespacesResponse:
@@ -75,7 +74,7 @@ class DBConnection(EnforceOverrides):
        Parameters
        ----------
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The parent namespace to list namespaces in.
            Empty list represents root namespace.
        page_token: str, optional
@@ -89,13 +88,13 @@ class DBConnection(EnforceOverrides):
        ListNamespacesResponse
            Response containing namespace names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return ListNamespacesResponse(namespaces=[], page_token=None)
    def create_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        properties: Optional[Dict[str, str]] = None,
    ) -> CreateNamespaceResponse:
@@ -103,7 +102,7 @@ class DBConnection(EnforceOverrides):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to create.
        mode: str, optional
            Creation mode - "create" (fail if exists), "exist_ok" (skip if exists),
@@ -122,7 +121,7 @@ class DBConnection(EnforceOverrides):
    def drop_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        behavior: Optional[str] = None,
    ) -> DropNamespaceResponse:
@@ -130,7 +129,7 @@ class DBConnection(EnforceOverrides):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to drop.
        mode: str, optional
            Whether to skip if not exists ("SKIP") or fail ("FAIL"). Case insensitive.
@@ -147,12 +146,14 @@ class DBConnection(EnforceOverrides):
            "Namespace operations are not supported for this connection type"
        )
-    def describe_namespace(self, namespace: List[str]) -> DescribeNamespaceResponse:
+    def describe_namespace(
        self, namespace_path: List[str]
    ) -> DescribeNamespaceResponse:
        """Describe a namespace.
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to describe.
        Returns
@@ -166,7 +167,7 @@ class DBConnection(EnforceOverrides):
    def list_tables(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListTablesResponse:
@@ -174,7 +175,7 @@ class DBConnection(EnforceOverrides):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -198,13 +199,13 @@ class DBConnection(EnforceOverrides):
        page_token: Optional[str] = None,
        limit: int = 10,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
    ) -> Iterable[str]:
        """List all tables in this database, in sorted order
        Parameters
        ----------
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to list tables in.
            Empty list represents root namespace.
        page_token: str, optional
@@ -231,9 +232,8 @@ class DBConnection(EnforceOverrides):
        fill_value: float = 0.0,
        embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        data_storage_version: Optional[str] = None,
        enable_v2_manifest_paths: Optional[bool] = None,
    ) -> Table:
@@ -243,7 +243,7 @@ class DBConnection(EnforceOverrides):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to create the table in.
            Empty list represents root namespace.
        data: The data to initialize the table, *optional*
@@ -401,9 +401,8 @@ class DBConnection(EnforceOverrides):
        self,
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        index_cache_size: Optional[int] = None,
    ) -> Table:
        """Open a Lance Table in the database.
@@ -412,7 +411,7 @@ class DBConnection(EnforceOverrides):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to open the table from.
            None or empty list represents root namespace.
        index_cache_size: int, default 256
@@ -440,27 +439,27 @@ class DBConnection(EnforceOverrides):
        """
        raise NotImplementedError
-    def drop_table(self, name: str, namespace: Optional[List[str]] = None):
+    def drop_table(self, name: str, namespace_path: Optional[List[str]] = None):
        """Drop a table from the database.
        Parameters
        ----------
        name: str
            The name of the table.
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to drop the table from.
            Empty list represents root namespace.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        raise NotImplementedError
    def rename_table(
        self,
        cur_name: str,
        new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace_path: Optional[List[str]] = None,
-        new_namespace: Optional[List[str]] = None,
+        new_namespace_path: Optional[List[str]] = None,
    ):
        """Rename a table in the database.
@@ -470,17 +469,17 @@ class DBConnection(EnforceOverrides):
            The current name of the table.
        new_name: str
            The new name of the table.
-        cur_namespace: List[str], optional
+        cur_namespace_path: List[str], optional
            The namespace of the current table.
            None or empty list represents root namespace.
-        new_namespace: List[str], optional
+        new_namespace_path: List[str], optional
            The namespace to move the table to.
            If not specified, defaults to the same as cur_namespace.
        """
-        if cur_namespace is None:
+        if cur_namespace_path is None:
-            cur_namespace = []
+            cur_namespace_path = []
-        if new_namespace is None:
+        if new_namespace_path is None:
-            new_namespace = []
+            new_namespace_path = []
        raise NotImplementedError
    def drop_database(self):
@@ -490,18 +489,18 @@ class DBConnection(EnforceOverrides):
        """
        raise NotImplementedError
-    def drop_all_tables(self, namespace: Optional[List[str]] = None):
+    def drop_all_tables(self, namespace_path: Optional[List[str]] = None):
        """
        Drop all tables from the database
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to drop all tables from.
            None or empty list represents root namespace.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        raise NotImplementedError
    @property
@@ -642,7 +641,7 @@ class LanceDBConnection(DBConnection):
    @override
    def list_namespaces(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListNamespacesResponse:
@@ -650,7 +649,7 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The parent namespace to list namespaces in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -664,18 +663,18 @@ class LanceDBConnection(DBConnection):
        ListNamespacesResponse
            Response containing namespace names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.list_namespaces(
-                namespace=namespace, page_token=page_token, limit=limit
+                namespace_path=namespace_path, page_token=page_token, limit=limit
            )
        )
    @override
    def create_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        properties: Optional[Dict[str, str]] = None,
    ) -> CreateNamespaceResponse:
@@ -683,7 +682,7 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to create.
        mode: str, optional
            Creation mode - "create" (fail if exists), "exist_ok" (skip if exists),
@@ -698,14 +697,14 @@ class LanceDBConnection(DBConnection):
        """
        return LOOP.run(
            self._conn.create_namespace(
-                namespace=namespace, mode=mode, properties=properties
+                namespace_path=namespace_path, mode=mode, properties=properties
            )
        )
    @override
    def drop_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        behavior: Optional[str] = None,
    ) -> DropNamespaceResponse:
@@ -713,7 +712,7 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to drop.
        mode: str, optional
            Whether to skip if not exists ("SKIP") or fail ("FAIL"). Case insensitive.
@@ -727,16 +726,20 @@ class LanceDBConnection(DBConnection):
            Response containing properties and transaction_id if applicable.
        """
        return LOOP.run(
-            self._conn.drop_namespace(namespace=namespace, mode=mode, behavior=behavior)
+            self._conn.drop_namespace(
                namespace_path=namespace_path, mode=mode, behavior=behavior
            )
        )
    @override
-    def describe_namespace(self, namespace: List[str]) -> DescribeNamespaceResponse:
+    def describe_namespace(
        self, namespace_path: List[str]
    ) -> DescribeNamespaceResponse:
        """Describe a namespace.
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to describe.
        Returns
@@ -744,12 +747,12 @@ class LanceDBConnection(DBConnection):
        DescribeNamespaceResponse
            Response containing the namespace properties.
        """
-        return LOOP.run(self._conn.describe_namespace(namespace=namespace))
+        return LOOP.run(self._conn.describe_namespace(namespace_path=namespace_path))
    @override
    def list_tables(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListTablesResponse:
@@ -757,7 +760,7 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -771,11 +774,11 @@ class LanceDBConnection(DBConnection):
        ListTablesResponse
            Response containing table names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.list_tables(
-                namespace=namespace, page_token=page_token, limit=limit
+                namespace_path=namespace_path, page_token=page_token, limit=limit
            )
        )
@@ -785,7 +788,7 @@ class LanceDBConnection(DBConnection):
        page_token: Optional[str] = None,
        limit: int = 10,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
    ) -> Iterable[str]:
        """Get the names of all tables in the database. The names are sorted.
@@ -794,7 +797,7 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
        page_token: str, optional
            The token to use for pagination.
@@ -813,11 +816,11 @@ class LanceDBConnection(DBConnection):
            DeprecationWarning,
            stacklevel=2,
        )
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.table_names(
-                namespace=namespace, start_after=page_token, limit=limit
+                namespace_path=namespace_path, start_after=page_token, limit=limit
            )
        )
@@ -839,9 +842,8 @@ class LanceDBConnection(DBConnection):
        fill_value: float = 0.0,
        embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        data_storage_version: Optional[str] = None,
        enable_v2_manifest_paths: Optional[bool] = None,
    ) -> LanceTable:
@@ -849,15 +851,15 @@ class LanceDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to create the table in.
        See
        ---
        DBConnection.create_table
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        if mode.lower() not in ["create", "overwrite"]:
            raise ValueError("mode must be either 'create' or 'overwrite'")
        validate_table_name(name)
@@ -872,9 +874,8 @@ class LanceDBConnection(DBConnection):
            on_bad_vectors=on_bad_vectors,
            fill_value=fill_value,
            embedding_functions=embedding_functions,
-            namespace=namespace,
+            namespace_path=namespace_path,
            storage_options=storage_options,
            storage_options_provider=storage_options_provider,
        )
        return tbl
@@ -883,9 +884,8 @@ class LanceDBConnection(DBConnection):
        self,
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        index_cache_size: Optional[int] = None,
    ) -> LanceTable:
        """Open a table in the database.
@@ -894,15 +894,15 @@ class LanceDBConnection(DBConnection):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to open the table from.
        Returns
        -------
        A LanceTable object representing the table.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        if index_cache_size is not None:
            import warnings
@@ -917,9 +917,8 @@ class LanceDBConnection(DBConnection):
        return LanceTable.open(
            self,
            name,
-            namespace=namespace,
+            namespace_path=namespace_path,
            storage_options=storage_options,
            storage_options_provider=storage_options_provider,
            index_cache_size=index_cache_size,
        )
@@ -928,7 +927,7 @@ class LanceDBConnection(DBConnection):
        target_table_name: str,
        source_uri: str,
        *,
-        target_namespace: Optional[List[str]] = None,
+        target_namespace_path: Optional[List[str]] = None,
        source_version: Optional[int] = None,
        source_tag: Optional[str] = None,
        is_shallow: bool = True,
@@ -946,7 +945,7 @@ class LanceDBConnection(DBConnection):
            The name of the target table to create.
        source_uri: str
            The URI of the source table to clone from.
-        target_namespace: List[str], optional
+        target_namespace_path: List[str], optional
            The namespace for the target table.
            None or empty list represents root namespace.
        source_version: int, optional
@@ -961,13 +960,13 @@ class LanceDBConnection(DBConnection):
        -------
        A LanceTable object representing the cloned table.
        """
-        if target_namespace is None:
+        if target_namespace_path is None:
-            target_namespace = []
+            target_namespace_path = []
        LOOP.run(
            self._conn.clone_table(
                target_table_name,
                source_uri,
-                target_namespace=target_namespace,
+                target_namespace_path=target_namespace_path,
                source_version=source_version,
                source_tag=source_tag,
                is_shallow=is_shallow,
@@ -976,14 +975,14 @@ class LanceDBConnection(DBConnection):
        return LanceTable.open(
            self,
            target_table_name,
-            namespace=target_namespace,
+            namespace_path=target_namespace_path,
        )
    @override
    def drop_table(
        self,
        name: str,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        ignore_missing: bool = False,
    ):
        """Drop a table from the database.
@@ -992,32 +991,32 @@ class LanceDBConnection(DBConnection):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to drop the table from.
        ignore_missing: bool, default False
            If True, ignore if the table does not exist.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        LOOP.run(
            self._conn.drop_table(
-                name, namespace=namespace, ignore_missing=ignore_missing
+                name, namespace_path=namespace_path, ignore_missing=ignore_missing
            )
        )
    @override
-    def drop_all_tables(self, namespace: Optional[List[str]] = None):
+    def drop_all_tables(self, namespace_path: Optional[List[str]] = None):
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
-        LOOP.run(self._conn.drop_all_tables(namespace=namespace))
+        LOOP.run(self._conn.drop_all_tables(namespace_path=namespace_path))
    @override
    def rename_table(
        self,
        cur_name: str,
        new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace_path: Optional[List[str]] = None,
-        new_namespace: Optional[List[str]] = None,
+        new_namespace_path: Optional[List[str]] = None,
    ):
        """Rename a table in the database.
@@ -1027,21 +1026,21 @@ class LanceDBConnection(DBConnection):
            The current name of the table.
        new_name: str
            The new name of the table.
-        cur_namespace: List[str], optional
+        cur_namespace_path: List[str], optional
            The namespace of the current table.
-        new_namespace: List[str], optional
+        new_namespace_path: List[str], optional
            The namespace to move the table to.
        """
-        if cur_namespace is None:
+        if cur_namespace_path is None:
-            cur_namespace = []
+            cur_namespace_path = []
-        if new_namespace is None:
+        if new_namespace_path is None:
-            new_namespace = []
+            new_namespace_path = []
        LOOP.run(
            self._conn.rename_table(
                cur_name,
                new_name,
-                cur_namespace=cur_namespace,
+                cur_namespace_path=cur_namespace_path,
-                new_namespace=new_namespace,
+                new_namespace_path=new_namespace_path,
            )
        )
@@ -1125,7 +1124,7 @@ class AsyncConnection(object):
    async def list_namespaces(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListNamespacesResponse:
@@ -1133,7 +1132,7 @@ class AsyncConnection(object):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The parent namespace to list namespaces in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -1146,16 +1145,16 @@ class AsyncConnection(object):
        ListNamespacesResponse
            Response containing namespace names and optional pagination token
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        result = await self._inner.list_namespaces(
-            namespace=namespace, page_token=page_token, limit=limit
+            namespace_path=namespace_path, page_token=page_token, limit=limit
        )
        return ListNamespacesResponse(**result)
    async def create_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        properties: Optional[Dict[str, str]] = None,
    ) -> CreateNamespaceResponse:
@@ -1163,7 +1162,7 @@ class AsyncConnection(object):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to create.
        mode: str, optional
            Creation mode - "create", "exist_ok", or "overwrite". Case insensitive.
@@ -1176,7 +1175,7 @@ class AsyncConnection(object):
            Response containing namespace properties
        """
        result = await self._inner.create_namespace(
-            namespace,
+            namespace_path,
            mode=_normalize_create_namespace_mode(mode),
            properties=properties,
        )
@@ -1184,7 +1183,7 @@ class AsyncConnection(object):
    async def drop_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        behavior: Optional[str] = None,
    ) -> DropNamespaceResponse:
@@ -1192,7 +1191,7 @@ class AsyncConnection(object):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to drop.
        mode: str, optional
            Whether to skip if not exists ("SKIP") or fail ("FAIL"). Case insensitive.
@@ -1206,20 +1205,20 @@ class AsyncConnection(object):
            Response containing properties and transaction_id if applicable.
        """
        result = await self._inner.drop_namespace(
-            namespace,
+            namespace_path,
            mode=_normalize_drop_namespace_mode(mode),
            behavior=_normalize_drop_namespace_behavior(behavior),
        )
        return DropNamespaceResponse(**result)
    async def describe_namespace(
-        self, namespace: List[str]
+        self, namespace_path: List[str]
    ) -> DescribeNamespaceResponse:
        """Describe a namespace.
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to describe.
        Returns
@@ -1227,12 +1226,12 @@ class AsyncConnection(object):
        DescribeNamespaceResponse
            Response containing the namespace properties.
        """
-        result = await self._inner.describe_namespace(namespace)
+        result = await self._inner.describe_namespace(namespace_path)
        return DescribeNamespaceResponse(**result)
    async def list_tables(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListTablesResponse:
@@ -1240,7 +1239,7 @@ class AsyncConnection(object):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -1254,17 +1253,17 @@ class AsyncConnection(object):
        ListTablesResponse
            Response containing table names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        result = await self._inner.list_tables(
-            namespace=namespace, page_token=page_token, limit=limit
+            namespace_path=namespace_path, page_token=page_token, limit=limit
        )
        return ListTablesResponse(**result)
    async def table_names(
        self,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        start_after: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> Iterable[str]:
@@ -1275,7 +1274,7 @@ class AsyncConnection(object):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
            None or empty list represents root namespace.
        start_after: str, optional
@@ -1298,10 +1297,10 @@ class AsyncConnection(object):
            DeprecationWarning,
            stacklevel=2,
        )
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return await self._inner.table_names(
-            namespace=namespace, start_after=start_after, limit=limit
+            namespace_path=namespace_path, start_after=start_after, limit=limit
        )
    async def create_table(
@@ -1314,9 +1313,8 @@ class AsyncConnection(object):
        on_bad_vectors: Optional[str] = None,
        fill_value: Optional[float] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
        location: Optional[str] = None,
    ) -> AsyncTable:
@@ -1326,7 +1324,7 @@ class AsyncConnection(object):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to create the table in.
            Empty list represents root namespace.
        data: The data to initialize the table, *optional*
@@ -1477,8 +1475,8 @@ class AsyncConnection(object):
        ...     await db.create_table("table4", make_batches(), schema=schema)
        >>> asyncio.run(iterable_example())
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        metadata = None
        if embedding_functions is not None:
@@ -1513,9 +1511,8 @@ class AsyncConnection(object):
                name,
                mode,
                schema,
-                namespace=namespace,
+                namespace_path=namespace_path,
                storage_options=storage_options,
                storage_options_provider=storage_options_provider,
                location=location,
            )
        else:
@@ -1524,9 +1521,8 @@ class AsyncConnection(object):
                name,
                mode,
                data,
-                namespace=namespace,
+                namespace_path=namespace_path,
                storage_options=storage_options,
                storage_options_provider=storage_options_provider,
                location=location,
            )
@@ -1536,9 +1532,8 @@ class AsyncConnection(object):
        self,
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        index_cache_size: Optional[int] = None,
        location: Optional[str] = None,
        namespace_client: Optional[Any] = None,
@@ -1550,7 +1545,7 @@ class AsyncConnection(object):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to open the table from.
            None or empty list represents root namespace.
        storage_options: dict, optional
@@ -1583,13 +1578,12 @@ class AsyncConnection(object):
        -------
        A LanceTable object representing the table.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        table = await self._inner.open_table(
            name,
-            namespace=namespace,
+            namespace_path=namespace_path,
            storage_options=storage_options,
            storage_options_provider=storage_options_provider,
            index_cache_size=index_cache_size,
            location=location,
            namespace_client=namespace_client,
@@ -1602,7 +1596,7 @@ class AsyncConnection(object):
        target_table_name: str,
        source_uri: str,
        *,
-        target_namespace: Optional[List[str]] = None,
+        target_namespace_path: Optional[List[str]] = None,
        source_version: Optional[int] = None,
        source_tag: Optional[str] = None,
        is_shallow: bool = True,
@@ -1620,7 +1614,7 @@ class AsyncConnection(object):
            The name of the target table to create.
        source_uri: str
            The URI of the source table to clone from.
-        target_namespace: List[str], optional
+        target_namespace_path: List[str], optional
            The namespace for the target table.
            None or empty list represents root namespace.
        source_version: int, optional
@@ -1635,12 +1629,12 @@ class AsyncConnection(object):
        -------
        An AsyncTable object representing the cloned table.
        """
-        if target_namespace is None:
+        if target_namespace_path is None:
-            target_namespace = []
+            target_namespace_path = []
        table = await self._inner.clone_table(
            target_table_name,
            source_uri,
-            target_namespace=target_namespace,
+            target_namespace_path=target_namespace_path,
            source_version=source_version,
            source_tag=source_tag,
            is_shallow=is_shallow,
@@ -1651,8 +1645,8 @@ class AsyncConnection(object):
        self,
        cur_name: str,
        new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace_path: Optional[List[str]] = None,
-        new_namespace: Optional[List[str]] = None,
+        new_namespace_path: Optional[List[str]] = None,
    ):
        """Rename a table in the database.
@@ -1662,26 +1656,29 @@ class AsyncConnection(object):
            The current name of the table.
        new_name: str
            The new name of the table.
-        cur_namespace: List[str], optional
+        cur_namespace_path: List[str], optional
            The namespace of the current table.
            None or empty list represents root namespace.
-        new_namespace: List[str], optional
+        new_namespace_path: List[str], optional
            The namespace to move the table to.
            If not specified, defaults to the same as cur_namespace.
        """
-        if cur_namespace is None:
+        if cur_namespace_path is None:
-            cur_namespace = []
+            cur_namespace_path = []
-        if new_namespace is None:
+        if new_namespace_path is None:
-            new_namespace = []
+            new_namespace_path = []
        await self._inner.rename_table(
-            cur_name, new_name, cur_namespace=cur_namespace, new_namespace=new_namespace
+            cur_name,
            new_name,
            cur_namespace_path=cur_namespace_path,
            new_namespace_path=new_namespace_path,
        )
    async def drop_table(
        self,
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        ignore_missing: bool = False,
    ):
        """Drop a table from the database.
@@ -1690,34 +1687,34 @@ class AsyncConnection(object):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to drop the table from.
            Empty list represents root namespace.
        ignore_missing: bool, default False
            If True, ignore if the table does not exist.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        try:
-            await self._inner.drop_table(name, namespace=namespace)
+            await self._inner.drop_table(name, namespace_path=namespace_path)
        except ValueError as e:
            if not ignore_missing:
                raise e
            if f"Table '{name}' was not found" not in str(e):
                raise e
-    async def drop_all_tables(self, namespace: Optional[List[str]] = None):
+    async def drop_all_tables(self, namespace_path: Optional[List[str]] = None):
        """Drop all tables from the database.
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to drop all tables from.
            None or empty list represents root namespace.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
-        await self._inner.drop_all_tables(namespace=namespace)
+        await self._inner.drop_all_tables(namespace_path=namespace_path)
    @deprecation.deprecated(
        deprecated_in="0.15.1",
--- a/python/python/lancedb/io.py
+++ b/python/python/lancedb/io.py
@@ -2,70 +2,3 @@
 # SPDX-FileCopyrightText: Copyright The LanceDB Authors
 """I/O utilities and interfaces for LanceDB."""
 from abc import ABC, abstractmethod
 from typing import Dict
 class StorageOptionsProvider(ABC):
    """Abstract base class for providing storage options to LanceDB tables.
    Storage options providers enable automatic credential refresh for cloud
    storage backends (e.g., AWS S3, Azure Blob Storage, GCS). When credentials
    have an expiration time, the provider's fetch_storage_options() method will
    be called periodically to get fresh credentials before they expire.
    Example
    -------
    >>> class MyProvider(StorageOptionsProvider):
    ...     def fetch_storage_options(self) -> Dict[str, str]:
    ...         # Fetch fresh credentials from your credential manager
    ...         return {
    ...             "aws_access_key_id": "...",
    ...             "aws_secret_access_key": "...",
    ...             "expires_at_millis": "1234567890000"  # Optional
    ...         }
    """
    @abstractmethod
    def fetch_storage_options(self) -> Dict[str, str]:
        """Fetch fresh storage credentials.
        This method is called by LanceDB when credentials need to be refreshed.
        If the returned dictionary contains an "expires_at_millis" key with a
        Unix timestamp in milliseconds, LanceDB will automatically refresh the
        credentials before that time. If the key is not present, credentials
        are assumed to not expire.
        Returns
        -------
        Dict[str, str]
            Dictionary containing cloud storage credentials and optionally an
            expiration time:
            - "expires_at_millis" (optional): Unix timestamp in milliseconds when
              credentials expire
            - Provider-specific credential keys (e.g., aws_access_key_id,
              aws_secret_access_key, etc.)
        Raises
        ------
        RuntimeError
            If credentials cannot be fetched or are invalid
        """
        pass
    def provider_id(self) -> str:
        """Return a human-readable unique identifier for this provider instance.
        This identifier is used for caching and equality comparison. Two providers
        with the same ID will share the same cached object store connection.
        The default implementation uses the class name and string representation.
        Override this method if you need custom identification logic.
        Returns
        -------
        str
            A unique identifier for this provider instance
        """
        return f"{self.__class__.__name__} {{ repr: {str(self)!r} }}"
--- a/python/python/lancedb/namespace.py
+++ b/python/python/lancedb/namespace.py
--- a/python/python/lancedb/remote/db.py
+++ b/python/python/lancedb/remote/db.py
@@ -111,7 +111,7 @@ class RemoteDBConnection(DBConnection):
    @override
    def list_namespaces(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListNamespacesResponse:
@@ -119,7 +119,7 @@ class RemoteDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The parent namespace to list namespaces in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -133,18 +133,18 @@ class RemoteDBConnection(DBConnection):
        ListNamespacesResponse
            Response containing namespace names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.list_namespaces(
-                namespace=namespace, page_token=page_token, limit=limit
+                namespace_path=namespace_path, page_token=page_token, limit=limit
            )
        )
    @override
    def create_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        properties: Optional[Dict[str, str]] = None,
    ) -> CreateNamespaceResponse:
@@ -152,7 +152,7 @@ class RemoteDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to create.
        mode: str, optional
            Creation mode - "create" (fail if exists), "exist_ok" (skip if exists),
@@ -167,14 +167,14 @@ class RemoteDBConnection(DBConnection):
        """
        return LOOP.run(
            self._conn.create_namespace(
-                namespace=namespace, mode=mode, properties=properties
+                namespace_path=namespace_path, mode=mode, properties=properties
            )
        )
    @override
    def drop_namespace(
        self,
-        namespace: List[str],
+        namespace_path: List[str],
        mode: Optional[str] = None,
        behavior: Optional[str] = None,
    ) -> DropNamespaceResponse:
@@ -182,7 +182,7 @@ class RemoteDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to drop.
        mode: str, optional
            Whether to skip if not exists ("SKIP") or fail ("FAIL"). Case insensitive.
@@ -196,16 +196,20 @@ class RemoteDBConnection(DBConnection):
            Response containing properties and transaction_id if applicable.
        """
        return LOOP.run(
-            self._conn.drop_namespace(namespace=namespace, mode=mode, behavior=behavior)
+            self._conn.drop_namespace(
                namespace_path=namespace_path, mode=mode, behavior=behavior
            )
        )
    @override
-    def describe_namespace(self, namespace: List[str]) -> DescribeNamespaceResponse:
+    def describe_namespace(
        self, namespace_path: List[str]
    ) -> DescribeNamespaceResponse:
        """Describe a namespace.
        Parameters
        ----------
-        namespace: List[str]
+        namespace_path: List[str]
            The namespace identifier to describe.
        Returns
@@ -213,12 +217,12 @@ class RemoteDBConnection(DBConnection):
        DescribeNamespaceResponse
            Response containing the namespace properties.
        """
-        return LOOP.run(self._conn.describe_namespace(namespace=namespace))
+        return LOOP.run(self._conn.describe_namespace(namespace_path=namespace_path))
    @override
    def list_tables(
        self,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        page_token: Optional[str] = None,
        limit: Optional[int] = None,
    ) -> ListTablesResponse:
@@ -226,7 +230,7 @@ class RemoteDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to list tables in.
            None or empty list represents root namespace.
        page_token: str, optional
@@ -240,11 +244,11 @@ class RemoteDBConnection(DBConnection):
        ListTablesResponse
            Response containing table names and optional page_token for pagination.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.list_tables(
-                namespace=namespace, page_token=page_token, limit=limit
+                namespace_path=namespace_path, page_token=page_token, limit=limit
            )
        )
@@ -254,7 +258,7 @@ class RemoteDBConnection(DBConnection):
        page_token: Optional[str] = None,
        limit: int = 10,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
    ) -> Iterable[str]:
        """List the names of all tables in the database.
@@ -263,7 +267,7 @@ class RemoteDBConnection(DBConnection):
        Parameters
        ----------
-        namespace: List[str], default []
+        namespace_path: List[str], default []
            The namespace to list tables in.
            Empty list represents root namespace.
        page_token: str
@@ -282,11 +286,11 @@ class RemoteDBConnection(DBConnection):
            DeprecationWarning,
            stacklevel=2,
        )
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        return LOOP.run(
            self._conn.table_names(
-                namespace=namespace, start_after=page_token, limit=limit
+                namespace_path=namespace_path, start_after=page_token, limit=limit
            )
        )
@@ -295,7 +299,7 @@ class RemoteDBConnection(DBConnection):
        self,
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        index_cache_size: Optional[int] = None,
    ) -> Table:
@@ -305,7 +309,7 @@ class RemoteDBConnection(DBConnection):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to open the table from.
            None or empty list represents root namespace.
@@ -315,15 +319,15 @@ class RemoteDBConnection(DBConnection):
        """
        from .table import RemoteTable
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        if index_cache_size is not None:
            logging.info(
                "index_cache_size is ignored in LanceDb Cloud"
                " (there is no local cache to configure)"
            )
-        table = LOOP.run(self._conn.open_table(name, namespace=namespace))
+        table = LOOP.run(self._conn.open_table(name, namespace_path=namespace_path))
        return RemoteTable(table, self.db_name)
    def clone_table(
@@ -331,7 +335,7 @@ class RemoteDBConnection(DBConnection):
        target_table_name: str,
        source_uri: str,
        *,
-        target_namespace: Optional[List[str]] = None,
+        target_namespace_path: Optional[List[str]] = None,
        source_version: Optional[int] = None,
        source_tag: Optional[str] = None,
        is_shallow: bool = True,
@@ -344,7 +348,7 @@ class RemoteDBConnection(DBConnection):
            The name of the target table to create.
        source_uri: str
            The URI of the source table to clone from.
-        target_namespace: List[str], optional
+        target_namespace_path: List[str], optional
            The namespace for the target table.
            None or empty list represents root namespace.
        source_version: int, optional
@@ -361,13 +365,13 @@ class RemoteDBConnection(DBConnection):
        """
        from .table import RemoteTable
-        if target_namespace is None:
+        if target_namespace_path is None:
-            target_namespace = []
+            target_namespace_path = []
        table = LOOP.run(
            self._conn.clone_table(
                target_table_name,
                source_uri,
-                target_namespace=target_namespace,
+                target_namespace_path=target_namespace_path,
                source_version=source_version,
                source_tag=source_tag,
                is_shallow=is_shallow,
@@ -387,7 +391,7 @@ class RemoteDBConnection(DBConnection):
        exist_ok: bool = False,
        embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
    ) -> Table:
        """Create a [Table][lancedb.table.Table] in the database.
@@ -395,7 +399,7 @@ class RemoteDBConnection(DBConnection):
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to create the table in.
            None or empty list represents root namespace.
        data: The data to initialize the table, *optional*
@@ -495,8 +499,8 @@ class RemoteDBConnection(DBConnection):
                mode = "exist_ok"
            elif not mode:
                mode = "exist_ok"
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        validate_table_name(name)
        if embedding_functions is not None:
            logging.warning(
@@ -511,7 +515,7 @@ class RemoteDBConnection(DBConnection):
            self._conn.create_table(
                name,
                data,
-                namespace=namespace,
+                namespace_path=namespace_path,
                mode=mode,
                schema=schema,
                on_bad_vectors=on_bad_vectors,
@@ -521,28 +525,28 @@ class RemoteDBConnection(DBConnection):
        return RemoteTable(table, self.db_name)
    @override
-    def drop_table(self, name: str, namespace: Optional[List[str]] = None):
+    def drop_table(self, name: str, namespace_path: Optional[List[str]] = None):
        """Drop a table from the database.
        Parameters
        ----------
        name: str
            The name of the table.
-        namespace: List[str], optional
+        namespace_path: List[str], optional
            The namespace to drop the table from.
            None or empty list represents root namespace.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
-        LOOP.run(self._conn.drop_table(name, namespace=namespace))
+        LOOP.run(self._conn.drop_table(name, namespace_path=namespace_path))
    @override
    def rename_table(
        self,
        cur_name: str,
        new_name: str,
-        cur_namespace: Optional[List[str]] = None,
+        cur_namespace_path: Optional[List[str]] = None,
-        new_namespace: Optional[List[str]] = None,
+        new_namespace_path: Optional[List[str]] = None,
    ):
        """Rename a table in the database.
@@ -553,16 +557,16 @@ class RemoteDBConnection(DBConnection):
        new_name: str
            The new name of the table.
        """
-        if cur_namespace is None:
+        if cur_namespace_path is None:
-            cur_namespace = []
+            cur_namespace_path = []
-        if new_namespace is None:
+        if new_namespace_path is None:
-            new_namespace = []
+            new_namespace_path = []
        LOOP.run(
            self._conn.rename_table(
                cur_name,
                new_name,
-                cur_namespace=cur_namespace,
+                cur_namespace_path=cur_namespace_path,
-                new_namespace=new_namespace,
+                new_namespace_path=new_namespace_path,
            )
        )
--- a/python/python/lancedb/table.py
+++ b/python/python/lancedb/table.py
@@ -89,7 +89,6 @@ from .index import lang_mapping
 if TYPE_CHECKING:
    from .db import LanceDBConnection
    from .io import StorageOptionsProvider
    from ._lancedb import (
        Table as LanceDBTable,
        OptimizeStats,
@@ -1776,30 +1775,30 @@ class LanceTable(Table):
        connection: "LanceDBConnection",
        name: str,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        index_cache_size: Optional[int] = None,
        location: Optional[str] = None,
        namespace_client: Optional[Any] = None,
        managed_versioning: Optional[bool] = None,
        pushdown_operations: Optional[set] = None,
        _async: AsyncTable = None,
    ):
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        self._conn = connection
-        self._namespace = namespace
+        self._namespace_path = namespace_path
        self._location = location  # Store location for use in _dataset_path
        self._namespace_client = namespace_client
        self._pushdown_operations = pushdown_operations or set()
        if _async is not None:
            self._table = _async
        else:
            self._table = LOOP.run(
                connection._conn.open_table(
                    name,
-                    namespace=namespace,
+                    namespace_path=namespace_path,
                    storage_options=storage_options,
                    storage_options_provider=storage_options_provider,
                    index_cache_size=index_cache_size,
                    location=location,
                    namespace_client=namespace_client,
@@ -1814,13 +1813,13 @@ class LanceTable(Table):
    @property
    def namespace(self) -> List[str]:
        """Return the namespace path of the table."""
-        return self._namespace
+        return self._namespace_path
    @property
    def id(self) -> str:
        """Return the full identifier of the table (namespace$name)."""
-        if self._namespace:
+        if self._namespace_path:
-            return "$".join(self._namespace + [self.name])
+            return "$".join(self._namespace_path + [self.name])
        return self.name
    @classmethod
@@ -1841,26 +1840,26 @@ class LanceTable(Table):
        db,
        name,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        index_cache_size: Optional[int] = None,
        location: Optional[str] = None,
        namespace_client: Optional[Any] = None,
        managed_versioning: Optional[bool] = None,
        pushdown_operations: Optional[set] = None,
    ):
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        tbl = cls(
            db,
            name,
-            namespace=namespace,
+            namespace_path=namespace_path,
            storage_options=storage_options,
            storage_options_provider=storage_options_provider,
            index_cache_size=index_cache_size,
            location=location,
            namespace_client=namespace_client,
            managed_versioning=managed_versioning,
            pushdown_operations=pushdown_operations,
        )
        # check the dataset exists
@@ -1893,11 +1892,11 @@ class LanceTable(Table):
            )
        if self._namespace_client is not None:
-            table_id = self._namespace + [self.name]
+            table_id = self._namespace_path + [self.name]
            return lance.dataset(
                version=self.version,
                storage_options=self._conn.storage_options,
-                namespace=self._namespace_client,
+                namespace_client=self._namespace_client,
                table_id=table_id,
                **kwargs,
            )
@@ -2803,13 +2802,13 @@ class LanceTable(Table):
        fill_value: float = 0.0,
        embedding_functions: Optional[List[EmbeddingFunctionConfig]] = None,
        *,
-        namespace: Optional[List[str]] = None,
+        namespace_path: Optional[List[str]] = None,
        storage_options: Optional[Dict[str, str | bool]] = None,
        storage_options_provider: Optional["StorageOptionsProvider"] = None,
        data_storage_version: Optional[str] = None,
        enable_v2_manifest_paths: Optional[bool] = None,
        location: Optional[str] = None,
        namespace_client: Optional[Any] = None,
        pushdown_operations: Optional[set] = None,
    ):
        """
        Create a new table.
@@ -2864,13 +2863,14 @@ class LanceTable(Table):
            Deprecated.  Set `storage_options` when connecting to the database and set
            `new_table_enable_v2_manifest_paths` in the options.
        """
-        if namespace is None:
+        if namespace_path is None:
-            namespace = []
+            namespace_path = []
        self = cls.__new__(cls)
        self._conn = db
-        self._namespace = namespace
+        self._namespace_path = namespace_path
        self._location = location
        self._namespace_client = namespace_client
        self._pushdown_operations = pushdown_operations or set()
        if data_storage_version is not None:
            warnings.warn(
@@ -2903,9 +2903,8 @@ class LanceTable(Table):
                on_bad_vectors=on_bad_vectors,
                fill_value=fill_value,
                embedding_functions=embedding_functions,
-                namespace=namespace,
+                namespace_path=namespace_path,
                storage_options=storage_options,
                storage_options_provider=storage_options_provider,
                location=location,
            )
        )
@@ -2974,6 +2973,15 @@ class LanceTable(Table):
        batch_size: Optional[int] = None,
        timeout: Optional[timedelta] = None,
    ) -> pa.RecordBatchReader:
        if (
            "QueryTable" in self._pushdown_operations
            and self._namespace_client is not None
        ):
            from lancedb.namespace import _execute_server_side_query
            table_id = self._namespace_path + [self.name]
            return _execute_server_side_query(self._namespace_client, table_id, query)
        async_iter = LOOP.run(
            self._table._execute_query(query, batch_size=batch_size, timeout=timeout)
        )
--- a/python/python/tests/test_db.py
+++ b/python/python/tests/test_db.py
@@ -183,8 +183,8 @@ def test_table_names(tmp_db: lancedb.DBConnection):
    result = list(tmp_db.table_names("test2", limit=2))
    assert result == ["test3"], f"Expected ['test3'], got {result}"
-    # Test that namespace parameter can be passed as keyword
+    # Test that namespace_path parameter can be passed as keyword
-    result = list(tmp_db.table_names(namespace=[]))
+    result = list(tmp_db.table_names(namespace_path=[]))
    assert len(result) == 3
@@ -909,7 +909,7 @@ def test_local_namespace_operations(tmp_path):
        NotImplementedError,
        match="Namespace operations are not supported for listing database",
    ):
-        db.list_namespaces(namespace=["test"])
+        db.list_namespaces(namespace_path=["test"])
 def test_local_create_namespace_not_supported(tmp_path):
--- a/python/python/tests/test_namespace.py
+++ b/python/python/tests/test_namespace.py
@@ -33,6 +33,16 @@ class TestNamespaceConnection:
        # Initially no tables in root
        assert len(list(db.table_names())) == 0
    def test_connect_via_connect_helper(self):
        """Connecting via lancedb.connect should delegate to namespace connection."""
        db = lancedb.connect(
            namespace_client_impl="dir",
            namespace_client_properties={"root": self.temp_dir},
        )
        assert isinstance(db, lancedb.LanceNamespaceDBConnection)
        assert len(list(db.table_names())) == 0
    def test_create_table_through_namespace(self):
        """Test creating a table through namespace."""
        db = lancedb.connect_namespace("dir", {"root": self.temp_dir})
@@ -50,14 +60,14 @@ class TestNamespaceConnection:
        )
        # Create empty table in child namespace
-        table = db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        table = db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
        assert table is not None
        assert table.name == "test_table"
        assert table.namespace == ["test_ns"]
        assert table.id == "test_ns$test_table"
        # Table should appear in child namespace
-        table_names = list(db.table_names(namespace=["test_ns"]))
+        table_names = list(db.table_names(namespace_path=["test_ns"]))
        assert "test_table" in table_names
        assert len(table_names) == 1
@@ -80,10 +90,10 @@ class TestNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
        # Open the table
-        table = db.open_table("test_table", namespace=["test_ns"])
+        table = db.open_table("test_table", namespace_path=["test_ns"])
        assert table is not None
        assert table.name == "test_table"
        assert table.namespace == ["test_ns"]
@@ -108,31 +118,31 @@ class TestNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        db.create_table("table1", schema=schema, namespace=["test_ns"])
+        db.create_table("table1", schema=schema, namespace_path=["test_ns"])
-        db.create_table("table2", schema=schema, namespace=["test_ns"])
+        db.create_table("table2", schema=schema, namespace_path=["test_ns"])
        # Verify both tables exist in child namespace
-        table_names = list(db.table_names(namespace=["test_ns"]))
+        table_names = list(db.table_names(namespace_path=["test_ns"]))
        assert "table1" in table_names
        assert "table2" in table_names
        assert len(table_names) == 2
        # Drop one table
-        db.drop_table("table1", namespace=["test_ns"])
+        db.drop_table("table1", namespace_path=["test_ns"])
        # Verify only table2 remains
-        table_names = list(db.table_names(namespace=["test_ns"]))
+        table_names = list(db.table_names(namespace_path=["test_ns"]))
        assert "table1" not in table_names
        assert "table2" in table_names
        assert len(table_names) == 1
        # Drop the second table
-        db.drop_table("table2", namespace=["test_ns"])
+        db.drop_table("table2", namespace_path=["test_ns"])
-        assert len(list(db.table_names(namespace=["test_ns"]))) == 0
+        assert len(list(db.table_names(namespace_path=["test_ns"]))) == 0
        # Should not be able to open dropped table
        with pytest.raises(TableNotFoundError):
-            db.open_table("table1", namespace=["test_ns"])
+            db.open_table("table1", namespace_path=["test_ns"])
    def test_create_table_with_schema(self):
        """Test creating a table with explicit schema through namespace."""
@@ -151,7 +161,7 @@ class TestNamespaceConnection:
        )
        # Create table with schema in child namespace
-        table = db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        table = db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
        assert table is not None
        assert table.namespace == ["test_ns"]
@@ -175,7 +185,7 @@ class TestNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        db.create_table("old_name", schema=schema, namespace=["test_ns"])
+        db.create_table("old_name", schema=schema, namespace_path=["test_ns"])
        # Rename should raise NotImplementedError
        with pytest.raises(NotImplementedError, match="rename_table is not supported"):
@@ -196,20 +206,20 @@ class TestNamespaceConnection:
            ]
        )
        for i in range(3):
-            db.create_table(f"table{i}", schema=schema, namespace=["test_ns"])
+            db.create_table(f"table{i}", schema=schema, namespace_path=["test_ns"])
        # Verify tables exist in child namespace
-        assert len(list(db.table_names(namespace=["test_ns"]))) == 3
+        assert len(list(db.table_names(namespace_path=["test_ns"]))) == 3
        # Drop all tables in child namespace
-        db.drop_all_tables(namespace=["test_ns"])
+        db.drop_all_tables(namespace_path=["test_ns"])
        # Verify all tables are gone from child namespace
-        assert len(list(db.table_names(namespace=["test_ns"]))) == 0
+        assert len(list(db.table_names(namespace_path=["test_ns"]))) == 0
        # Test that table_names works with keyword-only namespace parameter
-        db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
-        result = list(db.table_names(namespace=["test_ns"]))
+        result = list(db.table_names(namespace_path=["test_ns"]))
        assert "test_table" in result
    def test_table_operations(self):
@@ -227,7 +237,7 @@ class TestNamespaceConnection:
                pa.field("text", pa.string()),
            ]
        )
-        table = db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        table = db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
        # Verify empty table was created
        result = table.to_pandas()
@@ -298,25 +308,25 @@ class TestNamespaceConnection:
            ]
        )
        table = db.create_table(
-            "test_table", schema=schema, namespace=["test_namespace"]
+            "test_table", schema=schema, namespace_path=["test_namespace"]
        )
        assert table is not None
        # Verify table exists in namespace
-        tables_in_namespace = list(db.table_names(namespace=["test_namespace"]))
+        tables_in_namespace = list(db.table_names(namespace_path=["test_namespace"]))
        assert "test_table" in tables_in_namespace
        assert len(tables_in_namespace) == 1
        # Open table from namespace
-        table = db.open_table("test_table", namespace=["test_namespace"])
+        table = db.open_table("test_table", namespace_path=["test_namespace"])
        assert table is not None
        assert table.name == "test_table"
        # Drop table from namespace
-        db.drop_table("test_table", namespace=["test_namespace"])
+        db.drop_table("test_table", namespace_path=["test_namespace"])
        # Verify table no longer exists in namespace
-        tables_in_namespace = list(db.table_names(namespace=["test_namespace"]))
+        tables_in_namespace = list(db.table_names(namespace_path=["test_namespace"]))
        assert len(tables_in_namespace) == 0
        # Drop namespace
@@ -338,14 +348,14 @@ class TestNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        db.create_table("test_table", schema=schema, namespace=["test_namespace"])
+        db.create_table("test_table", schema=schema, namespace_path=["test_namespace"])
        # Try to drop namespace with tables - should fail
        with pytest.raises(NamespaceNotEmptyError):
            db.drop_namespace(["test_namespace"])
        # Drop table first
-        db.drop_table("test_table", namespace=["test_namespace"])
+        db.drop_table("test_table", namespace_path=["test_namespace"])
        # Now dropping namespace should work
        db.drop_namespace(["test_namespace"])
@@ -368,10 +378,10 @@ class TestNamespaceConnection:
        # Create table with same name in both namespaces
        table_a = db.create_table(
-            "same_name_table", schema=schema, namespace=["namespace_a"]
+            "same_name_table", schema=schema, namespace_path=["namespace_a"]
        )
        table_b = db.create_table(
-            "same_name_table", schema=schema, namespace=["namespace_b"]
+            "same_name_table", schema=schema, namespace_path=["namespace_b"]
        )
        # Add different data to each table
@@ -389,7 +399,9 @@ class TestNamespaceConnection:
        table_b.add(data_b)
        # Verify data in namespace_a table
-        opened_table_a = db.open_table("same_name_table", namespace=["namespace_a"])
+        opened_table_a = db.open_table(
            "same_name_table", namespace_path=["namespace_a"]
        )
        result_a = opened_table_a.to_pandas().sort_values("id").reset_index(drop=True)
        assert len(result_a) == 2
        assert result_a["id"].tolist() == [1, 2]
@@ -400,7 +412,9 @@ class TestNamespaceConnection:
        assert [v.tolist() for v in result_a["vector"]] == [[1.0, 2.0], [3.0, 4.0]]
        # Verify data in namespace_b table
-        opened_table_b = db.open_table("same_name_table", namespace=["namespace_b"])
+        opened_table_b = db.open_table(
            "same_name_table", namespace_path=["namespace_b"]
        )
        result_b = opened_table_b.to_pandas().sort_values("id").reset_index(drop=True)
        assert len(result_b) == 3
        assert result_b["id"].tolist() == [10, 20, 30]
@@ -420,8 +434,8 @@ class TestNamespaceConnection:
        assert "same_name_table" not in root_tables
        # Clean up
-        db.drop_table("same_name_table", namespace=["namespace_a"])
+        db.drop_table("same_name_table", namespace_path=["namespace_a"])
-        db.drop_table("same_name_table", namespace=["namespace_b"])
+        db.drop_table("same_name_table", namespace_path=["namespace_b"])
        db.drop_namespace(["namespace_a"])
        db.drop_namespace(["namespace_b"])
@@ -449,6 +463,8 @@ class TestAsyncNamespaceConnection:
        table_names = await db.table_names()
        assert len(list(table_names)) == 0
    # Async connect via namespace helper is not enabled yet.
    async def test_create_table_async(self):
        """Test creating a table asynchronously through namespace."""
        db = lancedb.connect_namespace_async("dir", {"root": self.temp_dir})
@@ -467,13 +483,13 @@ class TestAsyncNamespaceConnection:
        # Create empty table in child namespace
        table = await db.create_table(
-            "test_table", schema=schema, namespace=["test_ns"]
+            "test_table", schema=schema, namespace_path=["test_ns"]
        )
        assert table is not None
        assert isinstance(table, lancedb.AsyncTable)
        # Table should appear in child namespace
-        table_names = await db.table_names(namespace=["test_ns"])
+        table_names = await db.table_names(namespace_path=["test_ns"])
        assert "test_table" in list(table_names)
    async def test_open_table_async(self):
@@ -490,10 +506,10 @@ class TestAsyncNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        await db.create_table("test_table", schema=schema, namespace=["test_ns"])
+        await db.create_table("test_table", schema=schema, namespace_path=["test_ns"])
        # Open the table
-        table = await db.open_table("test_table", namespace=["test_ns"])
+        table = await db.open_table("test_table", namespace_path=["test_ns"])
        assert table is not None
        assert isinstance(table, lancedb.AsyncTable)
@@ -547,20 +563,20 @@ class TestAsyncNamespaceConnection:
                pa.field("vector", pa.list_(pa.float32(), 2)),
            ]
        )
-        await db.create_table("table1", schema=schema, namespace=["test_ns"])
+        await db.create_table("table1", schema=schema, namespace_path=["test_ns"])
-        await db.create_table("table2", schema=schema, namespace=["test_ns"])
+        await db.create_table("table2", schema=schema, namespace_path=["test_ns"])
        # Verify both tables exist in child namespace
-        table_names = list(await db.table_names(namespace=["test_ns"]))
+        table_names = list(await db.table_names(namespace_path=["test_ns"]))
        assert "table1" in table_names
        assert "table2" in table_names
        assert len(table_names) == 2
        # Drop one table
-        await db.drop_table("table1", namespace=["test_ns"])
+        await db.drop_table("table1", namespace_path=["test_ns"])
        # Verify only table2 remains
-        table_names = list(await db.table_names(namespace=["test_ns"]))
+        table_names = list(await db.table_names(namespace_path=["test_ns"]))
        assert "table1" not in table_names
        assert "table2" in table_names
        assert len(table_names) == 1
@@ -589,20 +605,24 @@ class TestAsyncNamespaceConnection:
            ]
        )
        table = await db.create_table(
-            "test_table", schema=schema, namespace=["test_namespace"]
+            "test_table", schema=schema, namespace_path=["test_namespace"]
        )
        assert table is not None
        # Verify table exists in namespace
-        tables_in_namespace = list(await db.table_names(namespace=["test_namespace"]))
+        tables_in_namespace = list(
            await db.table_names(namespace_path=["test_namespace"])
        )
        assert "test_table" in tables_in_namespace
        assert len(tables_in_namespace) == 1
        # Drop table from namespace
-        await db.drop_table("test_table", namespace=["test_namespace"])
+        await db.drop_table("test_table", namespace_path=["test_namespace"])
        # Verify table no longer exists in namespace
-        tables_in_namespace = list(await db.table_names(namespace=["test_namespace"]))
+        tables_in_namespace = list(
            await db.table_names(namespace_path=["test_namespace"])
        )
        assert len(tables_in_namespace) == 0
        # Drop namespace
@@ -627,15 +647,98 @@ class TestAsyncNamespaceConnection:
            ]
        )
        for i in range(3):
-            await db.create_table(f"table{i}", schema=schema, namespace=["test_ns"])
+            await db.create_table(
                f"table{i}", schema=schema, namespace_path=["test_ns"]
            )
        # Verify tables exist in child namespace
-        table_names = await db.table_names(namespace=["test_ns"])
+        table_names = await db.table_names(namespace_path=["test_ns"])
        assert len(list(table_names)) == 3
        # Drop all tables in child namespace
-        await db.drop_all_tables(namespace=["test_ns"])
+        await db.drop_all_tables(namespace_path=["test_ns"])
        # Verify all tables are gone from child namespace
-        table_names = await db.table_names(namespace=["test_ns"])
+        table_names = await db.table_names(namespace_path=["test_ns"])
        assert len(list(table_names)) == 0
 class TestPushdownOperations:
    """Test pushdown operations on namespace connections."""
    def setup_method(self):
        """Set up test fixtures."""
        self.temp_dir = tempfile.mkdtemp()
    def teardown_method(self):
        """Clean up test fixtures."""
        shutil.rmtree(self.temp_dir, ignore_errors=True)
    def test_query_table_pushdown_stored(self):
        """Test that QueryTable pushdown is stored on sync connection."""
        db = lancedb.connect_namespace(
            "dir",
            {"root": self.temp_dir},
            namespace_client_pushdown_operations=["QueryTable"],
        )
        assert "QueryTable" in db._pushdown_operations
    def test_create_table_pushdown_stored(self):
        """Test that CreateTable pushdown is stored on sync connection."""
        db = lancedb.connect_namespace(
            "dir",
            {"root": self.temp_dir},
            namespace_client_pushdown_operations=["CreateTable"],
        )
        assert "CreateTable" in db._pushdown_operations
    def test_both_pushdowns_stored(self):
        """Test that both pushdown operations can be set together."""
        db = lancedb.connect_namespace(
            "dir",
            {"root": self.temp_dir},
            namespace_client_pushdown_operations=["QueryTable", "CreateTable"],
        )
        assert "QueryTable" in db._pushdown_operations
        assert "CreateTable" in db._pushdown_operations
    def test_pushdown_defaults_to_empty(self):
        """Test that pushdown operations default to empty."""
        db = lancedb.connect_namespace("dir", {"root": self.temp_dir})
        assert len(db._pushdown_operations) == 0
@pytest.mark.asyncio
 class TestAsyncPushdownOperations:
    """Test pushdown operations on async namespace connections."""
    def setup_method(self):
        """Set up test fixtures."""
        self.temp_dir = tempfile.mkdtemp()
    def teardown_method(self):
        """Clean up test fixtures."""
        shutil.rmtree(self.temp_dir, ignore_errors=True)
    async def test_async_query_table_pushdown_stored(self):
        """Test that QueryTable pushdown is stored on async connection."""
        db = lancedb.connect_namespace_async(
            "dir",
            {"root": self.temp_dir},
            namespace_client_pushdown_operations=["QueryTable"],
        )
        assert "QueryTable" in db._pushdown_operations
    async def test_async_create_table_pushdown_stored(self):
        """Test that CreateTable pushdown is stored on async connection."""
        db = lancedb.connect_namespace_async(
            "dir",
            {"root": self.temp_dir},
            namespace_client_pushdown_operations=["CreateTable"],
        )
        assert "CreateTable" in db._pushdown_operations
    async def test_async_pushdown_defaults_to_empty(self):
        """Test that pushdown operations default to empty on async connection."""
        db = lancedb.connect_namespace_async("dir", {"root": self.temp_dir})
        assert len(db._pushdown_operations) == 0
--- a/python/python/tests/test_namespace_integration.py
+++ b/python/python/tests/test_namespace_integration.py
@@ -4,9 +4,11 @@
 """
 Integration tests for LanceDB Namespace with S3 and credential refresh.
-This test simulates a namespace server that returns incrementing credentials
+This test uses DirectoryNamespace with native ops_metrics and vend_input_storage_options
-and verifies that the credential refresh mechanism works correctly for both
+features to track API calls and test credential refresh mechanisms.
-create_table and open_table operations.
+
 Tests are parameterized to run with both DirectoryNamespace and a CustomNamespace
 wrapper to verify Python-Rust binding works correctly for custom implementations.
 Tests verify:
 - Storage options provider is auto-created and used
@@ -18,22 +20,136 @@ Tests verify:
 import copy
 import time
 import uuid
-from threading import Lock
+from typing import Dict, Optional
 from typing import Dict
 import pyarrow as pa
 import pytest
-from lance_namespace import (
+from lance.namespace import (
    CreateEmptyTableRequest,
    CreateEmptyTableResponse,
    DeclareTableRequest,
    DeclareTableResponse,
    DescribeTableRequest,
    DescribeTableResponse,
    DirectoryNamespace,
    LanceNamespace,
 )
 from lance_namespace import (
    CreateNamespaceRequest,
    CreateNamespaceResponse,
    CreateTableRequest,
    CreateTableResponse,
    CreateTableVersionRequest,
    CreateTableVersionResponse,
    DeregisterTableRequest,
    DeregisterTableResponse,
    DescribeNamespaceRequest,
    DescribeNamespaceResponse,
    DescribeTableVersionRequest,
    DescribeTableVersionResponse,
    DropNamespaceRequest,
    DropNamespaceResponse,
    DropTableRequest,
    DropTableResponse,
    ListNamespacesRequest,
    ListNamespacesResponse,
    ListTablesRequest,
    ListTablesResponse,
    ListTableVersionsRequest,
    ListTableVersionsResponse,
    NamespaceExistsRequest,
    RegisterTableRequest,
    RegisterTableResponse,
    TableExistsRequest,
 )
 from lancedb.namespace import LanceNamespaceDBConnection
 class CustomNamespace(LanceNamespace):
    """A custom namespace wrapper that delegates to DirectoryNamespace.
    This class verifies that the Python-Rust binding works correctly for
    custom namespace implementations that wrap the native DirectoryNamespace.
    All methods simply delegate to the underlying DirectoryNamespace instance.
    """
    def __init__(self, inner: DirectoryNamespace):
        self._inner = inner
    def namespace_id(self) -> str:
        return f"CustomNamespace[{self._inner.namespace_id()}]"
    def create_namespace(
        self, request: CreateNamespaceRequest
    ) -> CreateNamespaceResponse:
        return self._inner.create_namespace(request)
    def describe_namespace(
        self, request: DescribeNamespaceRequest
    ) -> DescribeNamespaceResponse:
        return self._inner.describe_namespace(request)
    def namespace_exists(self, request: NamespaceExistsRequest) -> None:
        return self._inner.namespace_exists(request)
    def drop_namespace(self, request: DropNamespaceRequest) -> DropNamespaceResponse:
        return self._inner.drop_namespace(request)
    def list_namespaces(self, request: ListNamespacesRequest) -> ListNamespacesResponse:
        return self._inner.list_namespaces(request)
    def create_table(
        self, request: CreateTableRequest, data: bytes
    ) -> CreateTableResponse:
        return self._inner.create_table(request, data)
    def declare_table(self, request: DeclareTableRequest) -> DeclareTableResponse:
        return self._inner.declare_table(request)
    def describe_table(self, request: DescribeTableRequest) -> DescribeTableResponse:
        return self._inner.describe_table(request)
    def table_exists(self, request: TableExistsRequest) -> None:
        return self._inner.table_exists(request)
    def drop_table(self, request: DropTableRequest) -> DropTableResponse:
        return self._inner.drop_table(request)
    def list_tables(self, request: ListTablesRequest) -> ListTablesResponse:
        return self._inner.list_tables(request)
    def register_table(self, request: RegisterTableRequest) -> RegisterTableResponse:
        return self._inner.register_table(request)
    def deregister_table(
        self, request: DeregisterTableRequest
    ) -> DeregisterTableResponse:
        return self._inner.deregister_table(request)
    def list_table_versions(
        self, request: ListTableVersionsRequest
    ) -> ListTableVersionsResponse:
        return self._inner.list_table_versions(request)
    def describe_table_version(
        self, request: DescribeTableVersionRequest
    ) -> DescribeTableVersionResponse:
        return self._inner.describe_table_version(request)
    def create_table_version(
        self, request: CreateTableVersionRequest
    ) -> CreateTableVersionResponse:
        return self._inner.create_table_version(request)
    def retrieve_ops_metrics(self) -> Optional[Dict[str, int]]:
        return self._inner.retrieve_ops_metrics()
 def _wrap_if_custom(ns_client: DirectoryNamespace, use_custom: bool):
    """Wrap namespace client in CustomNamespace if use_custom is True."""
    if use_custom:
        return CustomNamespace(ns_client)
    return ns_client
 # LocalStack S3 configuration
 CONFIG = {
    "allow_http": "true",
@@ -89,162 +205,88 @@ def delete_bucket(s3, bucket_name):
        pass
-class TrackingNamespace(LanceNamespace):
+def create_tracking_namespace(
    bucket_name: str,
    storage_options: dict,
    credential_expires_in_seconds: int = 60,
    use_custom: bool = False,
 ):
    """Create a DirectoryNamespace with ops metrics and credential vending enabled.
    Uses native DirectoryNamespace features:
    - ops_metrics_enabled=true: Tracks API call counts via retrieve_ops_metrics()
    - vend_input_storage_options=true: Returns input storage options in responses
    - vend_input_storage_options_refresh_interval_millis: Adds expires_at_millis
    Args:
        bucket_name: S3 bucket name or local path
        storage_options: Storage options to pass through (credentials, endpoint, etc.)
        credential_expires_in_seconds: Interval in seconds for credential expiration
        use_custom: If True, wrap in CustomNamespace for testing custom implementations
    Returns:
        Tuple of (namespace_client, inner_namespace_client) where inner is always
        the DirectoryNamespace (used for metrics retrieval)
    """
-    Mock namespace that wraps DirectoryNamespace and tracks API calls.
+    # Add refresh_offset_millis to storage options so that credentials are not
    # considered expired immediately. Set to 1 second (1000ms) so that refresh
    # checks work correctly with short-lived credentials in tests.
    storage_options_with_refresh = dict(storage_options)
    storage_options_with_refresh["refresh_offset_millis"] = "1000"
-    This namespace returns incrementing credentials with each API call to simulate
+    dir_props = {f"storage.{k}": v for k, v in storage_options_with_refresh.items()}
    credential rotation. It also tracks the number of times each API is called
    to verify caching behavior.
    """
-    def __init__(
+    if bucket_name.startswith("/") or bucket_name.startswith("file://"):
-        self,
+        dir_props["root"] = f"{bucket_name}/namespace_root"
-        bucket_name: str,
+    else:
-        storage_options: Dict[str, str],
+        dir_props["root"] = f"s3://{bucket_name}/namespace_root"
        credential_expires_in_seconds: int = 60,
    ):
        from lance.namespace import DirectoryNamespace
-        self.bucket_name = bucket_name
+    # Enable ops metrics tracking
-        self.base_storage_options = storage_options
+    dir_props["ops_metrics_enabled"] = "true"
-        self.credential_expires_in_seconds = credential_expires_in_seconds
+    # Enable storage options vending
-        self.describe_call_count = 0
+    dir_props["vend_input_storage_options"] = "true"
-        self.create_call_count = 0
+    # Set refresh interval in milliseconds
-        self.lock = Lock()
+    dir_props["vend_input_storage_options_refresh_interval_millis"] = str(
        credential_expires_in_seconds * 1000
    )
-        # Create underlying DirectoryNamespace with storage options
+    inner_ns_client = DirectoryNamespace(**dir_props)
-        dir_props = {f"storage.{k}": v for k, v in storage_options.items()}
+    ns_client = _wrap_if_custom(inner_ns_client, use_custom)
    return ns_client, inner_ns_client
        # Use S3 path for bucket name, local path for file paths
        if bucket_name.startswith("/") or bucket_name.startswith("file://"):
            dir_props["root"] = f"{bucket_name}/namespace_root"
        else:
            dir_props["root"] = f"s3://{bucket_name}/namespace_root"
-        self.inner = DirectoryNamespace(**dir_props)
+def get_describe_call_count(namespace_client) -> int:
    """Get the number of describe_table calls made to the namespace client."""
    return namespace_client.retrieve_ops_metrics().get("describe_table", 0)
    def get_describe_call_count(self) -> int:
        """Thread-safe getter for describe call count."""
        with self.lock:
            return self.describe_call_count
-    def get_create_call_count(self) -> int:
+def get_declare_call_count(namespace_client) -> int:
-        """Thread-safe getter for create call count."""
+    """Get the number of declare_table calls made to the namespace client."""
-        with self.lock:
+    return namespace_client.retrieve_ops_metrics().get("declare_table", 0)
            return self.create_call_count
    def namespace_id(self) -> str:
        """Return namespace identifier."""
        return f"TrackingNamespace {{ inner: {self.inner.namespace_id()} }}"
    def _modify_storage_options(
        self, storage_options: Dict[str, str], count: int
    ) -> Dict[str, str]:
        """
        Add incrementing credentials with expiration timestamp.
        This simulates a credential rotation system where each call returns
        new credentials that expire after credential_expires_in_seconds.
        """
        # Start from base storage options (endpoint, region, allow_http, etc.)
        # because DirectoryNamespace returns None for storage_options from
        # describe_table/declare_table when no credential vendor is configured.
        modified = copy.deepcopy(self.base_storage_options)
        if storage_options:
            modified.update(storage_options)
        # Increment credentials to simulate rotation
        modified["aws_access_key_id"] = f"AKID_{count}"
        modified["aws_secret_access_key"] = f"SECRET_{count}"
        modified["aws_session_token"] = f"TOKEN_{count}"
        # Set expiration time
        expires_at_millis = int(
            (time.time() + self.credential_expires_in_seconds) * 1000
        )
        modified["expires_at_millis"] = str(expires_at_millis)
        return modified
    def declare_table(self, request: DeclareTableRequest) -> DeclareTableResponse:
        """Track declare_table calls and inject rotating credentials."""
        with self.lock:
            self.create_call_count += 1
            count = self.create_call_count
        response = self.inner.declare_table(request)
        response.storage_options = self._modify_storage_options(
            response.storage_options, count
        )
        return response
    def create_empty_table(
        self, request: CreateEmptyTableRequest
    ) -> CreateEmptyTableResponse:
        """Track create_empty_table calls and inject rotating credentials."""
        with self.lock:
            self.create_call_count += 1
            count = self.create_call_count
        response = self.inner.create_empty_table(request)
        response.storage_options = self._modify_storage_options(
            response.storage_options, count
        )
        return response
    def describe_table(self, request: DescribeTableRequest) -> DescribeTableResponse:
        """Track describe_table calls and inject rotating credentials."""
        with self.lock:
            self.describe_call_count += 1
            count = self.describe_call_count
        response = self.inner.describe_table(request)
        response.storage_options = self._modify_storage_options(
            response.storage_options, count
        )
        return response
    # Pass through other methods to inner namespace
    def list_tables(self, request):
        return self.inner.list_tables(request)
    def drop_table(self, request):
        return self.inner.drop_table(request)
    def list_namespaces(self, request):
        return self.inner.list_namespaces(request)
    def create_namespace(self, request):
        return self.inner.create_namespace(request)
    def drop_namespace(self, request):
        return self.inner.drop_namespace(request)
@pytest.mark.s3_test
-def test_namespace_create_table_with_provider(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_create_table_with_provider(s3_bucket: str, use_custom: bool):
    """
    Test creating a table through namespace with storage options provider.
    Verifies:
-    - create_empty_table is called once to reserve location
+    - declare_table is called once to reserve location
    - Storage options provider is auto-created
    - Table can be written successfully
    - Credentials are cached during write operations
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3600,  # 1 hour
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -254,8 +296,8 @@ def test_namespace_create_table_with_provider(s3_bucket: str):
    namespace_path = [namespace_name]
    # Verify initial state
-    assert namespace.get_create_call_count() == 0
+    assert get_declare_call_count(inner_ns_client) == 0
-    assert namespace.get_describe_call_count() == 0
+    assert get_describe_call_count(inner_ns_client) == 0
    # Create table with data
    data = pa.table(
@@ -266,12 +308,12 @@ def test_namespace_create_table_with_provider(s3_bucket: str):
        }
    )
-    table = db.create_table(table_name, data, namespace=namespace_path)
+    table = db.create_table(table_name, data, namespace_path=namespace_path)
-    # Verify create_empty_table was called exactly once
+    # Verify declare_table was called exactly once
-    assert namespace.get_create_call_count() == 1
+    assert get_declare_call_count(inner_ns_client) == 1
    # describe_table should NOT be called during create in create mode
-    assert namespace.get_describe_call_count() == 0
+    assert get_describe_call_count(inner_ns_client) == 0
    # Verify table was created successfully
    assert table.name == table_name
@@ -281,7 +323,8 @@ def test_namespace_create_table_with_provider(s3_bucket: str):
@pytest.mark.s3_test
-def test_namespace_open_table_with_provider(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_open_table_with_provider(s3_bucket: str, use_custom: bool):
    """
    Test opening a table through namespace with storage options provider.
@@ -293,13 +336,14 @@ def test_namespace_open_table_with_provider(s3_bucket: str):
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3600,
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -317,21 +361,21 @@ def test_namespace_open_table_with_provider(s3_bucket: str):
        }
    )
-    db.create_table(table_name, data, namespace=namespace_path)
+    db.create_table(table_name, data, namespace_path=namespace_path)
-    initial_create_count = namespace.get_create_call_count()
+    initial_declare_count = get_declare_call_count(inner_ns_client)
-    assert initial_create_count == 1
+    assert initial_declare_count == 1
    # Open the table
-    opened_table = db.open_table(table_name, namespace=namespace_path)
+    opened_table = db.open_table(table_name, namespace_path=namespace_path)
    # Verify describe_table was called exactly once
-    assert namespace.get_describe_call_count() == 1
+    assert get_describe_call_count(inner_ns_client) == 1
-    # create_empty_table should not be called again
+    # declare_table should not be called again
-    assert namespace.get_create_call_count() == initial_create_count
+    assert get_declare_call_count(inner_ns_client) == initial_declare_count
    # Perform multiple read operations
-    describe_count_after_open = namespace.get_describe_call_count()
+    describe_count_after_open = get_describe_call_count(inner_ns_client)
    for _ in range(3):
        result = opened_table.to_pandas()
@@ -340,11 +384,12 @@ def test_namespace_open_table_with_provider(s3_bucket: str):
        assert count == 5
    # Verify credentials were cached (no additional describe_table calls)
-    assert namespace.get_describe_call_count() == describe_count_after_open
+    assert get_describe_call_count(inner_ns_client) == describe_count_after_open
@pytest.mark.s3_test
-def test_namespace_credential_refresh_on_read(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_credential_refresh_on_read(s3_bucket: str, use_custom: bool):
    """
    Test credential refresh when credentials expire during read operations.
@@ -355,13 +400,14 @@ def test_namespace_credential_refresh_on_read(s3_bucket: str):
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3,  # Short expiration for testing
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -378,16 +424,16 @@ def test_namespace_credential_refresh_on_read(s3_bucket: str):
        }
    )
-    db.create_table(table_name, data, namespace=namespace_path)
+    db.create_table(table_name, data, namespace_path=namespace_path)
    # Open table (triggers describe_table)
-    opened_table = db.open_table(table_name, namespace=namespace_path)
+    opened_table = db.open_table(table_name, namespace_path=namespace_path)
    # Perform an immediate read (should use credentials from open)
    result = opened_table.to_pandas()
    assert len(result) == 3
-    describe_count_after_first_read = namespace.get_describe_call_count()
+    describe_count_after_first_read = get_describe_call_count(inner_ns_client)
    # Wait for credentials to expire (3 seconds + buffer)
    time.sleep(5)
@@ -396,7 +442,7 @@ def test_namespace_credential_refresh_on_read(s3_bucket: str):
    result = opened_table.to_pandas()
    assert len(result) == 3
-    describe_count_after_refresh = namespace.get_describe_call_count()
+    describe_count_after_refresh = get_describe_call_count(inner_ns_client)
    # Verify describe_table was called again (credential refresh)
    refresh_delta = describe_count_after_refresh - describe_count_after_first_read
@@ -409,7 +455,8 @@ def test_namespace_credential_refresh_on_read(s3_bucket: str):
@pytest.mark.s3_test
-def test_namespace_credential_refresh_on_write(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_credential_refresh_on_write(s3_bucket: str, use_custom: bool):
    """
    Test credential refresh when credentials expire during write operations.
@@ -420,13 +467,14 @@ def test_namespace_credential_refresh_on_write(s3_bucket: str):
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3,  # Short expiration
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -443,7 +491,7 @@ def test_namespace_credential_refresh_on_write(s3_bucket: str):
        }
    )
-    table = db.create_table(table_name, initial_data, namespace=namespace_path)
+    table = db.create_table(table_name, initial_data, namespace_path=namespace_path)
    # Add more data (should use cached credentials)
    new_data = pa.table(
@@ -471,24 +519,26 @@ def test_namespace_credential_refresh_on_write(s3_bucket: str):
@pytest.mark.s3_test
-def test_namespace_overwrite_mode(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_overwrite_mode(s3_bucket: str, use_custom: bool):
    """
    Test creating table in overwrite mode with credential tracking.
    Verifies:
-    - First create calls create_empty_table exactly once
+    - First create calls declare_table exactly once
    - Overwrite mode calls describe_table exactly once to check existence
    - Storage options provider works in overwrite mode
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3600,
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -505,11 +555,11 @@ def test_namespace_overwrite_mode(s3_bucket: str):
        }
    )
-    table = db.create_table(table_name, data1, namespace=namespace_path)
+    table = db.create_table(table_name, data1, namespace_path=namespace_path)
-    # Exactly one create_empty_table call for initial create
+    # Exactly one declare_table call for initial create
-    assert namespace.get_create_call_count() == 1
+    assert get_declare_call_count(inner_ns_client) == 1
    # No describe_table calls in create mode
-    assert namespace.get_describe_call_count() == 0
+    assert get_describe_call_count(inner_ns_client) == 0
    assert table.count_rows() == 2
    # Overwrite the table
@@ -521,14 +571,14 @@ def test_namespace_overwrite_mode(s3_bucket: str):
    )
    table2 = db.create_table(
-        table_name, data2, namespace=namespace_path, mode="overwrite"
+        table_name, data2, namespace_path=namespace_path, mode="overwrite"
    )
-    # Should still have only 1 create_empty_table call
+    # Should still have only 1 declare_table call
    # (overwrite reuses location from describe_table)
-    assert namespace.get_create_call_count() == 1
+    assert get_declare_call_count(inner_ns_client) == 1
    # Should have called describe_table exactly once to get existing table location
-    assert namespace.get_describe_call_count() == 1
+    assert get_describe_call_count(inner_ns_client) == 1
    # Verify new data
    assert table2.count_rows() == 3
@@ -537,7 +587,8 @@ def test_namespace_overwrite_mode(s3_bucket: str):
@pytest.mark.s3_test
-def test_namespace_multiple_tables(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_multiple_tables(s3_bucket: str, use_custom: bool):
    """
    Test creating and opening multiple tables in the same namespace.
@@ -548,13 +599,14 @@ def test_namespace_multiple_tables(s3_bucket: str):
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3600,
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -564,22 +616,22 @@ def test_namespace_multiple_tables(s3_bucket: str):
    # Create first table
    table1_name = f"table1_{uuid.uuid4().hex}"
    data1 = pa.table({"id": [1, 2], "value": [10, 20]})
-    db.create_table(table1_name, data1, namespace=namespace_path)
+    db.create_table(table1_name, data1, namespace_path=namespace_path)
    # Create second table
    table2_name = f"table2_{uuid.uuid4().hex}"
    data2 = pa.table({"id": [3, 4], "value": [30, 40]})
-    db.create_table(table2_name, data2, namespace=namespace_path)
+    db.create_table(table2_name, data2, namespace_path=namespace_path)
-    # Should have 2 create calls (one per table)
+    # Should have 2 declare calls (one per table)
-    assert namespace.get_create_call_count() == 2
+    assert get_declare_call_count(inner_ns_client) == 2
    # Open both tables
-    opened1 = db.open_table(table1_name, namespace=namespace_path)
+    opened1 = db.open_table(table1_name, namespace_path=namespace_path)
-    opened2 = db.open_table(table2_name, namespace=namespace_path)
+    opened2 = db.open_table(table2_name, namespace_path=namespace_path)
    # Should have 2 describe calls (one per open)
-    assert namespace.get_describe_call_count() == 2
+    assert get_describe_call_count(inner_ns_client) == 2
    # Verify both tables work independently
    assert opened1.count_rows() == 2
@@ -593,7 +645,8 @@ def test_namespace_multiple_tables(s3_bucket: str):
@pytest.mark.s3_test
-def test_namespace_with_schema_only(s3_bucket: str):
+@pytest.mark.parametrize("use_custom", [False, True], ids=["DirectoryNS", "CustomNS"])
 def test_namespace_with_schema_only(s3_bucket: str, use_custom: bool):
    """
    Test creating empty table with schema only (no data).
@@ -604,13 +657,14 @@ def test_namespace_with_schema_only(s3_bucket: str):
    """
    storage_options = copy.deepcopy(CONFIG)
-    namespace = TrackingNamespace(
+    ns_client, inner_ns_client = create_tracking_namespace(
        bucket_name=s3_bucket,
        storage_options=storage_options,
        credential_expires_in_seconds=3600,
        use_custom=use_custom,
    )
-    db = LanceNamespaceDBConnection(namespace)
+    db = LanceNamespaceDBConnection(ns_client)
    # Create unique namespace for this test
    namespace_name = f"test_ns_{uuid.uuid4().hex[:8]}"
@@ -628,12 +682,12 @@ def test_namespace_with_schema_only(s3_bucket: str):
        ]
    )
-    table = db.create_table(table_name, schema=schema, namespace=namespace_path)
+    table = db.create_table(table_name, schema=schema, namespace_path=namespace_path)
-    # Should have called create_empty_table once
+    # Should have called declare_table once
-    assert namespace.get_create_call_count() == 1
+    assert get_declare_call_count(inner_ns_client) == 1
    # Should NOT have called describe_table in create mode
-    assert namespace.get_describe_call_count() == 0
+    assert get_describe_call_count(inner_ns_client) == 0
    # Verify empty table
    assert table.count_rows() == 0
--- a/python/python/tests/test_table.py
+++ b/python/python/tests/test_table.py
@@ -2108,7 +2108,7 @@ def test_stats(mem_db: DBConnection):
    stats = table.stats()
    print(f"{stats=}")
    assert stats == {
-        "total_bytes": 38,
+        "total_bytes": 60,
        "num_rows": 2,
        "num_indices": 0,
        "fragment_stats": {
--- a/python/src/connection.rs
+++ b/python/src/connection.rs
@@ -17,8 +17,9 @@ use pyo3::{
 use pyo3_async_runtimes::tokio::future_into_py;
 use crate::{
-    error::PythonErrorExt, namespace::extract_namespace_arc,
+    error::PythonErrorExt,
-    storage_options::py_object_to_storage_options_provider, table::Table,
+    namespace::{create_namespace_storage_options_provider, extract_namespace_arc},
    table::Table,
 };
 #[pyclass]
@@ -87,16 +88,16 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (namespace=vec![], start_after=None, limit=None))]
+    #[pyo3(signature = (namespace_path=None, start_after=None, limit=None))]
    pub fn table_names(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        start_after: Option<String>,
        limit: Option<u32>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let mut op = inner.table_names();
-        op = op.namespace(namespace);
+        op = op.namespace(namespace_path.unwrap_or_default());
        if let Some(start_after) = start_after {
            op = op.start_after(start_after);
        }
@@ -107,34 +108,43 @@ impl Connection {
    }
    #[allow(clippy::too_many_arguments)]
-    #[pyo3(signature = (name, mode, data, namespace=vec![], storage_options=None, storage_options_provider=None, location=None))]
+    #[pyo3(signature = (name, mode, data, namespace_path=None, storage_options=None, location=None, namespace_client=None))]
    pub fn create_table<'a>(
        self_: PyRef<'a, Self>,
        name: String,
        mode: &str,
        data: Bound<'_, PyAny>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
        storage_options_provider: Option<Py<PyAny>>,
        location: Option<String>,
        namespace_client: Option<Py<PyAny>>,
    ) -> PyResult<Bound<'a, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let py = self_.py();
        let mode = Self::parse_create_mode_str(mode)?;
        let batches: Box<dyn arrow::array::RecordBatchReader + Send> =
            Box::new(ArrowArrayStreamReader::from_pyarrow_bound(&data)?);
-        let mut builder = inner.create_table(name, batches).mode(mode);
+        let ns_path = namespace_path.clone().unwrap_or_default();
        let mut builder = inner.create_table(name.clone(), batches).mode(mode);
-        builder = builder.namespace(namespace);
+        builder = builder.namespace(ns_path.clone());
        if let Some(storage_options) = storage_options {
            builder = builder.storage_options(storage_options);
        }
-        if let Some(provider_obj) = storage_options_provider {
+
-            let provider = py_object_to_storage_options_provider(provider_obj)?;
+        // Auto-create storage options provider from namespace_client
        if let Some(ns_obj) = namespace_client {
            let ns_client = extract_namespace_arc(py, ns_obj)?;
            // Create table_id by combining namespace_path with table name
            let mut table_id = ns_path;
            table_id.push(name);
            let provider = create_namespace_storage_options_provider(ns_client, table_id);
            builder = builder.storage_options_provider(provider);
        }
        if let Some(location) = location {
            builder = builder.location(location);
        }
@@ -146,33 +156,44 @@ impl Connection {
    }
    #[allow(clippy::too_many_arguments)]
-    #[pyo3(signature = (name, mode, schema, namespace=vec![], storage_options=None, storage_options_provider=None, location=None))]
+    #[pyo3(signature = (name, mode, schema, namespace_path=None, storage_options=None, location=None, namespace_client=None))]
    pub fn create_empty_table<'a>(
        self_: PyRef<'a, Self>,
        name: String,
        mode: &str,
        schema: Bound<'_, PyAny>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
        storage_options_provider: Option<Py<PyAny>>,
        location: Option<String>,
        namespace_client: Option<Py<PyAny>>,
    ) -> PyResult<Bound<'a, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let py = self_.py();
        let mode = Self::parse_create_mode_str(mode)?;
        let schema = Schema::from_pyarrow_bound(&schema)?;
-        let mut builder = inner.create_empty_table(name, Arc::new(schema)).mode(mode);
+        let ns_path = namespace_path.clone().unwrap_or_default();
        let mut builder = inner
            .create_empty_table(name.clone(), Arc::new(schema))
            .mode(mode);
-        builder = builder.namespace(namespace);
+        builder = builder.namespace(ns_path.clone());
        if let Some(storage_options) = storage_options {
            builder = builder.storage_options(storage_options);
        }
-        if let Some(provider_obj) = storage_options_provider {
+
-            let provider = py_object_to_storage_options_provider(provider_obj)?;
+        // Auto-create storage options provider from namespace_client
        if let Some(ns_obj) = namespace_client {
            let ns_client = extract_namespace_arc(py, ns_obj)?;
            // Create table_id by combining namespace_path with table name
            let mut table_id = ns_path;
            table_id.push(name);
            let provider = create_namespace_storage_options_provider(ns_client, table_id);
            builder = builder.storage_options_provider(provider);
        }
        if let Some(location) = location {
            builder = builder.location(location);
        }
@@ -184,45 +205,44 @@ impl Connection {
    }
    #[allow(clippy::too_many_arguments)]
-    #[pyo3(signature = (name, namespace=vec![], storage_options = None, storage_options_provider=None, index_cache_size = None, location=None, namespace_client=None, managed_versioning=None))]
+    #[pyo3(signature = (name, namespace_path=None, storage_options=None, index_cache_size=None, location=None, namespace_client=None, managed_versioning=None))]
    pub fn open_table(
        self_: PyRef<'_, Self>,
        name: String,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        storage_options: Option<HashMap<String, String>>,
        storage_options_provider: Option<Py<PyAny>>,
        index_cache_size: Option<u32>,
        location: Option<String>,
        namespace_client: Option<Py<PyAny>>,
        managed_versioning: Option<bool>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let py = self_.py();
-        let mut builder = inner.open_table(name);
+        let ns_path = namespace_path.clone().unwrap_or_default();
-        builder = builder.namespace(namespace.clone());
+        let mut builder = inner.open_table(name.clone());
        builder = builder.namespace(ns_path.clone());
        if let Some(storage_options) = storage_options {
            builder = builder.storage_options(storage_options);
        }
-        if let Some(provider_obj) = storage_options_provider {
+
-            let provider = py_object_to_storage_options_provider(provider_obj)?;
+        // Auto-create storage options provider from namespace_client
        if let Some(ns_obj) = namespace_client {
            let ns_client = extract_namespace_arc(py, ns_obj)?;
            // Create table_id by combining namespace_path with table name
            let mut table_id = ns_path;
            table_id.push(name);
            let provider = create_namespace_storage_options_provider(ns_client.clone(), table_id);
            builder = builder.storage_options_provider(provider);
            builder = builder.namespace_client(ns_client);
        }
        if let Some(index_cache_size) = index_cache_size {
            builder = builder.index_cache_size(index_cache_size);
        }
        if let Some(location) = location {
            builder = builder.location(location);
        }
        // Extract namespace client from Python object if provided
        let ns_client = if let Some(ns_obj) = namespace_client {
            let py = self_.py();
            Some(extract_namespace_arc(py, ns_obj)?)
        } else {
            None
        };
        if let Some(ns_client) = ns_client {
            builder = builder.namespace_client(ns_client);
        }
        // Pass managed_versioning if provided to avoid redundant describe_table call
        if let Some(enabled) = managed_versioning {
            builder = builder.managed_versioning(enabled);
@@ -234,12 +254,12 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (target_table_name, source_uri, target_namespace=vec![], source_version=None, source_tag=None, is_shallow=true))]
+    #[pyo3(signature = (target_table_name, source_uri, target_namespace_path=None, source_version=None, source_tag=None, is_shallow=true))]
    pub fn clone_table(
        self_: PyRef<'_, Self>,
        target_table_name: String,
        source_uri: String,
-        target_namespace: Vec<String>,
+        target_namespace_path: Option<Vec<String>>,
        source_version: Option<u64>,
        source_tag: Option<String>,
        is_shallow: bool,
@@ -247,7 +267,7 @@ impl Connection {
        let inner = self_.get_inner()?.clone();
        let mut builder = inner.clone_table(target_table_name, source_uri);
-        builder = builder.target_namespace(target_namespace);
+        builder = builder.target_namespace(target_namespace_path.unwrap_or_default());
        if let Some(version) = source_version {
            builder = builder.source_version(version);
        }
@@ -262,52 +282,56 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (cur_name, new_name, cur_namespace=vec![], new_namespace=vec![]))]
+    #[pyo3(signature = (cur_name, new_name, cur_namespace_path=None, new_namespace_path=None))]
    pub fn rename_table(
        self_: PyRef<'_, Self>,
        cur_name: String,
        new_name: String,
-        cur_namespace: Vec<String>,
+        cur_namespace_path: Option<Vec<String>>,
-        new_namespace: Vec<String>,
+        new_namespace_path: Option<Vec<String>>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let cur_ns_path = cur_namespace_path.unwrap_or_default();
        let new_ns_path = new_namespace_path.unwrap_or_default();
        future_into_py(self_.py(), async move {
            inner
-                .rename_table(cur_name, new_name, &cur_namespace, &new_namespace)
+                .rename_table(cur_name, new_name, &cur_ns_path, &new_ns_path)
                .await
                .infer_error()
        })
    }
-    #[pyo3(signature = (name, namespace=vec![]))]
+    #[pyo3(signature = (name, namespace_path=None))]
    pub fn drop_table(
        self_: PyRef<'_, Self>,
        name: String,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let ns_path = namespace_path.unwrap_or_default();
        future_into_py(self_.py(), async move {
-            inner.drop_table(name, &namespace).await.infer_error()
+            inner.drop_table(name, &ns_path).await.infer_error()
        })
    }
-    #[pyo3(signature = (namespace=vec![],))]
+    #[pyo3(signature = (namespace_path=None,))]
    pub fn drop_all_tables(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let ns_path = namespace_path.unwrap_or_default();
        future_into_py(self_.py(), async move {
-            inner.drop_all_tables(&namespace).await.infer_error()
+            inner.drop_all_tables(&ns_path).await.infer_error()
        })
    }
    // Namespace management methods
-    #[pyo3(signature = (namespace=vec![], page_token=None, limit=None))]
+    #[pyo3(signature = (namespace_path=None, page_token=None, limit=None))]
    pub fn list_namespaces(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        page_token: Option<String>,
        limit: Option<u32>,
    ) -> PyResult<Bound<'_, PyAny>> {
@@ -316,11 +340,7 @@ impl Connection {
        future_into_py(py, async move {
            use lance_namespace::models::ListNamespacesRequest;
            let request = ListNamespacesRequest {
-                id: if namespace.is_empty() {
+                id: namespace_path,
                    None
                } else {
                    Some(namespace)
                },
                page_token,
                limit: limit.map(|l| l as i32),
                ..Default::default()
@@ -335,10 +355,10 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (namespace, mode=None, properties=None))]
+    #[pyo3(signature = (namespace_path, mode=None, properties=None))]
    pub fn create_namespace(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Vec<String>,
        mode: Option<String>,
        properties: Option<std::collections::HashMap<String, String>>,
    ) -> PyResult<Bound<'_, PyAny>> {
@@ -354,11 +374,7 @@ impl Connection {
                _ => None,
            });
            let request = CreateNamespaceRequest {
-                id: if namespace.is_empty() {
+                id: Some(namespace_path),
                    None
                } else {
                    Some(namespace)
                },
                mode: mode_str,
                properties,
                ..Default::default()
@@ -372,10 +388,10 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (namespace, mode=None, behavior=None))]
+    #[pyo3(signature = (namespace_path, mode=None, behavior=None))]
    pub fn drop_namespace(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Vec<String>,
        mode: Option<String>,
        behavior: Option<String>,
    ) -> PyResult<Bound<'_, PyAny>> {
@@ -395,11 +411,7 @@ impl Connection {
                _ => None,
            });
            let request = DropNamespaceRequest {
-                id: if namespace.is_empty() {
+                id: Some(namespace_path),
                    None
                } else {
                    Some(namespace)
                },
                mode: mode_str,
                behavior: behavior_str,
                ..Default::default()
@@ -414,21 +426,17 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (namespace,))]
+    #[pyo3(signature = (namespace_path,))]
    pub fn describe_namespace(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Vec<String>,
    ) -> PyResult<Bound<'_, PyAny>> {
        let inner = self_.get_inner()?.clone();
        let py = self_.py();
        future_into_py(py, async move {
            use lance_namespace::models::DescribeNamespaceRequest;
            let request = DescribeNamespaceRequest {
-                id: if namespace.is_empty() {
+                id: Some(namespace_path),
                    None
                } else {
                    Some(namespace)
                },
                ..Default::default()
            };
            let response = inner.describe_namespace(request).await.infer_error()?;
@@ -440,10 +448,10 @@ impl Connection {
        })
    }
-    #[pyo3(signature = (namespace=vec![], page_token=None, limit=None))]
+    #[pyo3(signature = (namespace_path=None, page_token=None, limit=None))]
    pub fn list_tables(
        self_: PyRef<'_, Self>,
-        namespace: Vec<String>,
+        namespace_path: Option<Vec<String>>,
        page_token: Option<String>,
        limit: Option<u32>,
    ) -> PyResult<Bound<'_, PyAny>> {
@@ -452,11 +460,7 @@ impl Connection {
        future_into_py(py, async move {
            use lance_namespace::models::ListTablesRequest;
            let request = ListTablesRequest {
-                id: if namespace.is_empty() {
+                id: namespace_path,
                    None
                } else {
                    Some(namespace)
                },
                page_token,
                limit: limit.map(|l| l as i32),
                ..Default::default()
--- a/python/src/lib.rs
+++ b/python/src/lib.rs
@@ -29,7 +29,6 @@ pub mod namespace;
 pub mod permutation;
 pub mod query;
 pub mod session;
 pub mod storage_options;
 pub mod table;
 pub mod util;
--- a/python/src/namespace.rs
+++ b/python/src/namespace.rs
@@ -8,6 +8,7 @@ use std::sync::Arc;
 use async_trait::async_trait;
 use bytes::Bytes;
 use lance_io::object_store::{LanceNamespaceStorageOptionsProvider, StorageOptionsProvider};
 use lance_namespace::LanceNamespace as LanceNamespaceTrait;
 use lance_namespace::models::*;
 use pyo3::prelude::*;
@@ -694,3 +695,21 @@ pub fn extract_namespace_arc(
    let ns_ref = ns.bind(py);
    PyLanceNamespace::create_arc(py, ns_ref)
 }
 /// Create a LanceNamespaceStorageOptionsProvider from a namespace client and table ID.
 ///
 /// This creates a Rust storage options provider that fetches credentials from the
 /// namespace's describe_table() method, enabling automatic credential refresh.
 ///
 /// # Arguments
 /// * `namespace_client` - The namespace client (wrapped PyLanceNamespace)
 /// * `table_id` - Full table identifier (namespace_path + table_name)
 pub fn create_namespace_storage_options_provider(
    namespace_client: Arc<dyn LanceNamespaceTrait>,
    table_id: Vec<String>,
 ) -> Arc<dyn StorageOptionsProvider> {
    Arc::new(LanceNamespaceStorageOptionsProvider::new(
        namespace_client,
        table_id,
    ))
 }
--- a/python/src/storage_options.rs
+++ b/python/src/storage_options.rs
@@ -1,137 +0,0 @@
 // SPDX-License-Identifier: Apache-2.0
 // SPDX-FileCopyrightText: Copyright The LanceDB Authors
 //! PyO3 bindings for StorageOptionsProvider
 //!
 //! This module provides the bridge between Python StorageOptionsProvider objects
 //! and Rust's StorageOptionsProvider trait, enabling automatic credential refresh.
 use std::collections::HashMap;
 use std::sync::Arc;
 use async_trait::async_trait;
 use lance_io::object_store::StorageOptionsProvider;
 use pyo3::prelude::*;
 use pyo3::types::PyDict;
 /// Internal wrapper around a Python object implementing StorageOptionsProvider
 pub struct PyStorageOptionsProvider {
    /// The Python object implementing fetch_storage_options()
    inner: Py<PyAny>,
 }
 impl Clone for PyStorageOptionsProvider {
    fn clone(&self) -> Self {
        Python::attach(|py| Self {
            inner: self.inner.clone_ref(py),
        })
    }
 }
 impl PyStorageOptionsProvider {
    pub fn new(obj: Py<PyAny>) -> PyResult<Self> {
        Python::attach(|py| {
            // Verify the object has a fetch_storage_options method
            if !obj.bind(py).hasattr("fetch_storage_options")? {
                return Err(pyo3::exceptions::PyTypeError::new_err(
                    "StorageOptionsProvider must implement fetch_storage_options() method",
                ));
            }
            Ok(Self { inner: obj })
        })
    }
 }
 /// Wrapper that implements the Rust StorageOptionsProvider trait
 pub struct PyStorageOptionsProviderWrapper {
    py_provider: PyStorageOptionsProvider,
 }
 impl PyStorageOptionsProviderWrapper {
    pub fn new(py_provider: PyStorageOptionsProvider) -> Self {
        Self { py_provider }
    }
 }
 #[async_trait]
 impl StorageOptionsProvider for PyStorageOptionsProviderWrapper {
    async fn fetch_storage_options(&self) -> lance_core::Result<Option<HashMap<String, String>>> {
        // Call Python method from async context using spawn_blocking
        let py_provider = self.py_provider.clone();
        tokio::task::spawn_blocking(move || {
            Python::attach(|py| {
                // Call the Python fetch_storage_options method
                let result = py_provider
                    .inner
                    .bind(py)
                    .call_method0("fetch_storage_options")
                    .map_err(|e| lance_core::Error::io_source(Box::new(std::io::Error::other(format!(
                        "Failed to call fetch_storage_options: {}",
                        e
                    )))))?;
                // If result is None, return None
                if result.is_none() {
                    return Ok(None);
                }
                // Extract the result dict - should be a flat Map<String, String>
                let result_dict = result.downcast::<PyDict>().map_err(|_| {
                    lance_core::Error::invalid_input(
                        "fetch_storage_options() must return a dict of string key-value pairs or None",
                    )
                })?;
                // Convert all entries to HashMap<String, String>
                let mut storage_options = HashMap::new();
                for (key, value) in result_dict.iter() {
                    let key_str: String = key.extract().map_err(|e| {
                        lance_core::Error::invalid_input(format!("Storage option key must be a string: {}", e))
                    })?;
                    let value_str: String = value.extract().map_err(|e| {
                        lance_core::Error::invalid_input(format!("Storage option value must be a string: {}", e))
                    })?;
                    storage_options.insert(key_str, value_str);
                }
                Ok(Some(storage_options))
            })
        })
        .await
        .map_err(|e| lance_core::Error::io_source(Box::new(std::io::Error::other(format!(
            "Task join error: {}",
            e
        )))))?
    }
    fn provider_id(&self) -> String {
        Python::attach(|py| {
            // Call provider_id() method on the Python object
            let obj = self.py_provider.inner.bind(py);
            obj.call_method0("provider_id")
                .and_then(|result| result.extract::<String>())
                .unwrap_or_else(|e| {
                    // If provider_id() fails, construct a fallback ID
                    format!("PyStorageOptionsProvider(error: {})", e)
                })
        })
    }
 }
 impl std::fmt::Debug for PyStorageOptionsProviderWrapper {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "PyStorageOptionsProviderWrapper({})", self.provider_id())
    }
 }
 /// Convert a Python object to an Arc<dyn StorageOptionsProvider>
 ///
 /// This is the main entry point for converting Python StorageOptionsProvider objects
 /// to Rust trait objects that can be used by the Lance ecosystem.
 pub fn py_object_to_storage_options_provider(
    py_obj: Py<PyAny>,
 ) -> PyResult<Arc<dyn StorageOptionsProvider>> {
    let py_provider = PyStorageOptionsProvider::new(py_obj)?;
    Ok(Arc::new(PyStorageOptionsProviderWrapper::new(py_provider)))
 }
--- a/python/uv.lock
+++ b/python/uv.lock
@@ -247,7 +247,7 @@ wheels = [
 [[package]]
 name = "awscli"
-version = "1.44.35"
+version = "1.44.70"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "botocore" },
@@ -257,9 +257,9 @@ dependencies = [
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    { name = "s3transfer" },
 ]
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 [[package]]
@@ -408,16 +408,16 @@ wheels = [
 [[package]]
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-version = "1.42.45"
+version = "1.42.80"
 source = { registry = "https://pypi.org/simple" }
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    { name = "python-dateutil" },
    { name = "urllib3" },
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 [[package]]
@@ -750,19 +750,19 @@ wheels = [
 [[package]]
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 [[package]]
@@ -1251,6 +1251,7 @@ dependencies = [
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@@ -1263,6 +1264,7 @@ dependencies = [
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@@ -1888,19 +1891,19 @@ wheels = [
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 [[package]]
@@ -1999,57 +2002,57 @@ tests = [
 [package.metadata]
 requires-dist = [
    { name = "adlfs", marker = "extra == 'azure'", specifier = ">=2024.2.0" },
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 [[package]]
@@ -3767,7 +3770,7 @@ crypto = [
 [[package]]
 name = "pylance"
-version = "2.0.0"
+version = "4.0.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
    { name = "lance-namespace" },
@@ -3776,12 +3779,12 @@ dependencies = [
    { name = "pyarrow" },
 ]
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 [[package]]
--- a/rust/lancedb/Cargo.toml
+++ b/rust/lancedb/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "lancedb"
-version = "0.27.2-beta.1"
+version = "0.27.2"
 edition.workspace = true
 description = "LanceDB: A serverless, low-latency vector database for AI applications"
 license.workspace = true
--- a/rust/lancedb/src/connection.rs
+++ b/rust/lancedb/src/connection.rs
@@ -101,9 +101,9 @@ impl TableNamesBuilder {
        self
    }
-    /// Set the namespace to list tables from
+    /// Set the namespace path to list tables from
-    pub fn namespace(mut self, namespace: Vec<String>) -> Self {
+    pub fn namespace(mut self, namespace_path: Vec<String>) -> Self {
-        self.request.namespace = namespace;
+        self.request.namespace_path = namespace_path;
        self
    }
@@ -131,7 +131,7 @@ impl OpenTableBuilder {
            parent,
            request: OpenTableRequest {
                name,
-                namespace: vec![],
+                namespace_path: vec![],
                index_cache_size: None,
                lance_read_params: None,
                location: None,
@@ -206,9 +206,9 @@ impl OpenTableBuilder {
        self
    }
-    /// Set the namespace for the table
+    /// Set the namespace path for the table
-    pub fn namespace(mut self, namespace: Vec<String>) -> Self {
+    pub fn namespace(mut self, namespace_path: Vec<String>) -> Self {
-        self.request.namespace = namespace;
+        self.request.namespace_path = namespace_path;
        self
    }
@@ -303,9 +303,9 @@ impl CloneTableBuilder {
        self
    }
-    /// Set the target namespace for the cloned table
+    /// Set the target namespace path for the cloned table
-    pub fn target_namespace(mut self, namespace: Vec<String>) -> Self {
+    pub fn target_namespace(mut self, namespace_path: Vec<String>) -> Self {
-        self.request.target_namespace = namespace;
+        self.request.target_namespace_path = namespace_path;
        self
    }
@@ -456,15 +456,15 @@ impl Connection {
        &self,
        old_name: impl AsRef<str>,
        new_name: impl AsRef<str>,
-        cur_namespace: &[String],
+        cur_namespace_path: &[String],
-        new_namespace: &[String],
+        new_namespace_path: &[String],
    ) -> Result<()> {
        self.internal
            .rename_table(
                old_name.as_ref(),
                new_name.as_ref(),
-                cur_namespace,
+                cur_namespace_path,
-                new_namespace,
+                new_namespace_path,
            )
            .await
    }
@@ -478,9 +478,11 @@ impl Connection {
    ///
    /// # Arguments
    /// * `name` - The name of the table to drop
-    /// * `namespace` - The namespace to drop the table from
+    /// * `namespace_path` - The namespace path to drop the table from
-    pub async fn drop_table(&self, name: impl AsRef<str>, namespace: &[String]) -> Result<()> {
+    pub async fn drop_table(&self, name: impl AsRef<str>, namespace_path: &[String]) -> Result<()> {
-        self.internal.drop_table(name.as_ref(), namespace).await
+        self.internal
            .drop_table(name.as_ref(), namespace_path)
            .await
    }
    /// Drop the database
@@ -494,9 +496,9 @@ impl Connection {
    /// Drops all tables in the database
    ///
    /// # Arguments
-    /// * `namespace` - The namespace to drop all tables from. Empty slice represents root namespace.
+    /// * `namespace_path` - The namespace path to drop all tables from. Empty slice represents root namespace.
-    pub async fn drop_all_tables(&self, namespace: &[String]) -> Result<()> {
+    pub async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()> {
-        self.internal.drop_all_tables(namespace).await
+        self.internal.drop_all_tables(namespace_path).await
    }
    /// List immediate child namespace names in the given namespace
@@ -862,6 +864,21 @@ pub fn connect(uri: &str) -> ConnectBuilder {
    ConnectBuilder::new(uri)
 }
 use std::collections::HashSet;
 /// Operations that can be pushed down to the namespace server.
 ///
 /// These operations will be executed on the namespace server instead of locally
 /// when enabled via [`ConnectNamespaceBuilder::pushdown_operations`].
 #[derive(Debug, Clone, Copy, PartialEq, Eq, Hash)]
 pub enum PushdownOperation {
    /// Execute queries on the namespace server via `query_table()` instead of locally.
    QueryTable,
    /// Execute table creation on the namespace server via `create_table()`
    /// instead of using `declare_table` + local write.
    CreateTable,
 }
 pub struct ConnectNamespaceBuilder {
    ns_impl: String,
    properties: HashMap<String, String>,
@@ -869,7 +886,7 @@ pub struct ConnectNamespaceBuilder {
    read_consistency_interval: Option<std::time::Duration>,
    embedding_registry: Option<Arc<dyn EmbeddingRegistry>>,
    session: Option<Arc<lance::session::Session>>,
-    server_side_query_enabled: bool,
+    pushdown_operations: HashSet<PushdownOperation>,
 }
 impl ConnectNamespaceBuilder {
@@ -881,7 +898,7 @@ impl ConnectNamespaceBuilder {
            read_consistency_interval: None,
            embedding_registry: None,
            session: None,
-            server_side_query_enabled: false,
+            pushdown_operations: HashSet::new(),
        }
    }
@@ -936,15 +953,30 @@ impl ConnectNamespaceBuilder {
        self
    }
-    /// Enable server-side query execution.
+    /// Add operations to push down to the namespace server.
    ///
-    /// When enabled, queries will be executed on the namespace server instead of
+    /// When operations are added, they will be executed on the namespace server
-    /// locally. This can improve performance by reducing data transfer and
+    /// instead of locally. This can improve performance by reducing data transfer
-    /// leveraging server-side compute resources.
+    /// and leveraging server-side compute resources.
    ///
-    /// Default is `false` (queries executed locally).
+    /// Available operations:
-    pub fn server_side_query(mut self, enabled: bool) -> Self {
+    /// - [`PushdownOperation::QueryTable`]: Execute queries via `namespace.query_table()`
-        self.server_side_query_enabled = enabled;
+    /// - [`PushdownOperation::CreateTable`]: Execute table creation via `namespace.create_table()`
    ///
    /// By default, no operations are pushed down (all executed locally).
    pub fn pushdown_operation(mut self, operation: PushdownOperation) -> Self {
        self.pushdown_operations.insert(operation);
        self
    }
    /// Add multiple operations to push down to the namespace server.
    ///
    /// See [`Self::pushdown_operation`] for details.
    pub fn pushdown_operations(
        mut self,
        operations: impl IntoIterator<Item = PushdownOperation>,
    ) -> Self {
        self.pushdown_operations.extend(operations);
        self
    }
@@ -959,7 +991,7 @@ impl ConnectNamespaceBuilder {
                self.storage_options,
                self.read_consistency_interval,
                self.session,
-                self.server_side_query_enabled,
+                self.pushdown_operations,
            )
            .await?,
        );
--- a/rust/lancedb/src/connection/create_table.rs
+++ b/rust/lancedb/src/connection/create_table.rs
@@ -111,9 +111,9 @@ impl CreateTableBuilder {
        Ok(self)
    }
-    /// Set the namespace for the table
+    /// Set the namespace path for the table
-    pub fn namespace(mut self, namespace: Vec<String>) -> Self {
+    pub fn namespace(mut self, namespace_path: Vec<String>) -> Self {
-        self.request.namespace = namespace;
+        self.request.namespace_path = namespace_path;
        self
    }
--- a/rust/lancedb/src/database.rs
+++ b/rust/lancedb/src/database.rs
@@ -40,8 +40,8 @@ pub trait DatabaseOptions {
 /// A request to list names of tables in the database (deprecated, use ListTablesRequest)
 #[derive(Clone, Debug, Default)]
 pub struct TableNamesRequest {
-    /// The namespace to list tables in. Empty list represents root namespace.
+    /// The namespace path to list tables in. Empty list represents root namespace.
-    pub namespace: Vec<String>,
+    pub namespace_path: Vec<String>,
    /// If present, only return names that come lexicographically after the supplied
    /// value.
    ///
@@ -56,8 +56,8 @@ pub struct TableNamesRequest {
 #[derive(Clone)]
 pub struct OpenTableRequest {
    pub name: String,
-    /// The namespace to open the table from. Empty list represents root namespace.
+    /// The namespace path to open the table from. Empty list represents root namespace.
-    pub namespace: Vec<String>,
+    pub namespace_path: Vec<String>,
    pub index_cache_size: Option<u32>,
    pub lance_read_params: Option<ReadParams>,
    /// Optional custom location for the table. If not provided, the database will
@@ -76,7 +76,7 @@ impl std::fmt::Debug for OpenTableRequest {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        f.debug_struct("OpenTableRequest")
            .field("name", &self.name)
-            .field("namespace", &self.namespace)
+            .field("namespace_path", &self.namespace_path)
            .field("index_cache_size", &self.index_cache_size)
            .field("lance_read_params", &self.lance_read_params)
            .field("location", &self.location)
@@ -115,8 +115,8 @@ impl CreateTableMode {
 pub struct CreateTableRequest {
    /// The name of the new table
    pub name: String,
-    /// The namespace to create the table in. Empty list represents root namespace.
+    /// The namespace path to create the table in. Empty list represents root namespace.
-    pub namespace: Vec<String>,
+    pub namespace_path: Vec<String>,
    /// Initial data to write to the table, can be empty.
    pub data: Box<dyn Scannable>,
    /// The mode to use when creating the table
@@ -135,7 +135,7 @@ impl CreateTableRequest {
    pub fn new(name: String, data: Box<dyn Scannable>) -> Self {
        Self {
            name,
-            namespace: vec![],
+            namespace_path: vec![],
            data,
            mode: CreateTableMode::default(),
            write_options: WriteOptions::default(),
@@ -155,8 +155,8 @@ impl CreateTableRequest {
 pub struct CloneTableRequest {
    /// The name of the target table to create
    pub target_table_name: String,
-    /// The namespace for the target table. Empty list represents root namespace.
+    /// The namespace path for the target table. Empty list represents root namespace.
-    pub target_namespace: Vec<String>,
+    pub target_namespace_path: Vec<String>,
    /// The URI of the source table to clone from.
    pub source_uri: String,
    /// Optional version of the source table to clone.
@@ -175,7 +175,7 @@ impl CloneTableRequest {
    pub fn new(target_table_name: String, source_uri: String) -> Self {
        Self {
            target_table_name,
-            target_namespace: vec![],
+            target_namespace_path: vec![],
            source_uri,
            source_version: None,
            source_tag: None,
@@ -251,13 +251,13 @@ pub trait Database:
        &self,
        cur_name: &str,
        new_name: &str,
-        cur_namespace: &[String],
+        cur_namespace_path: &[String],
-        new_namespace: &[String],
+        new_namespace_path: &[String],
    ) -> Result<()>;
    /// Drop a table in the database
-    async fn drop_table(&self, name: &str, namespace: &[String]) -> Result<()>;
+    async fn drop_table(&self, name: &str, namespace_path: &[String]) -> Result<()>;
    /// Drop all tables in the database
-    async fn drop_all_tables(&self, namespace: &[String]) -> Result<()>;
+    async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()>;
    fn as_any(&self) -> &dyn std::any::Any;
    /// Get the equivalent namespace client of this database
--- a/rust/lancedb/src/database/listing.rs
+++ b/rust/lancedb/src/database/listing.rs
@@ -3,6 +3,7 @@
 //! Provides the `ListingDatabase`, a simple database where tables are folders in a directory
 use std::collections::HashSet;
 use std::fs::create_dir_all;
 use std::path::Path;
 use std::{collections::HashMap, sync::Arc};
@@ -653,7 +654,7 @@ impl ListingDatabase {
    async fn handle_table_exists(
        &self,
        table_name: &str,
-        namespace: Vec<String>,
+        namespace_path: Vec<String>,
        mode: CreateTableMode,
        data_schema: &arrow_schema::Schema,
    ) -> Result<Arc<dyn BaseTable>> {
@@ -664,7 +665,7 @@ impl ListingDatabase {
            CreateTableMode::ExistOk(callback) => {
                let req = OpenTableRequest {
                    name: table_name.to_string(),
-                    namespace: namespace.clone(),
+                    namespace_path: namespace_path.clone(),
                    index_cache_size: None,
                    lance_read_params: None,
                    location: None,
@@ -751,7 +752,7 @@ impl Database for ListingDatabase {
    }
    async fn table_names(&self, request: TableNamesRequest) -> Result<Vec<String>> {
-        if !request.namespace.is_empty() {
+        if !request.namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database. Only root namespace is supported.".into(),
            });
@@ -838,7 +839,7 @@ impl Database for ListingDatabase {
    async fn create_table(&self, request: CreateTableRequest) -> Result<Arc<dyn BaseTable>> {
        // When namespace is not empty, location must be provided
-        if !request.namespace.is_empty() && request.location.is_none() {
+        if !request.namespace_path.is_empty() && request.location.is_none() {
            return Err(Error::InvalidInput {
                message: "Location must be provided when namespace is not empty".into(),
            });
@@ -864,13 +865,13 @@ impl Database for ListingDatabase {
        match NativeTable::create(
            &table_uri,
            &request.name,
-            request.namespace.clone(),
+            request.namespace_path.clone(),
            request.data,
            self.store_wrapper.clone(),
            Some(write_params),
            self.read_consistency_interval,
            request.namespace_client,
-            false, // server_side_query_enabled - listing database doesn't support server-side queries
+            HashSet::new(), // listing database doesn't support server-side queries
        )
        .await
        {
@@ -878,7 +879,7 @@ impl Database for ListingDatabase {
            Err(Error::TableAlreadyExists { .. }) => {
                self.handle_table_exists(
                    &request.name,
-                    request.namespace.clone(),
+                    request.namespace_path.clone(),
                    request.mode,
                    &data_schema,
                )
@@ -889,7 +890,7 @@ impl Database for ListingDatabase {
    }
    async fn clone_table(&self, request: CloneTableRequest) -> Result<Arc<dyn BaseTable>> {
-        if !request.target_namespace.is_empty() {
+        if !request.target_namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database. Only root namespace is supported.".into(),
            });
@@ -944,13 +945,13 @@ impl Database for ListingDatabase {
        let cloned_table = NativeTable::open_with_params(
            &target_uri,
            &request.target_table_name,
-            request.target_namespace,
+            request.target_namespace_path,
            self.store_wrapper.clone(),
            None,
            self.read_consistency_interval,
            request.namespace_client,
-            false, // server_side_query_enabled - listing database doesn't support server-side queries
+            HashSet::new(), // listing database doesn't support server-side queries
-            None,  // managed_versioning - will be queried if namespace_client is provided
+            None,           // managed_versioning - will be queried if namespace_client is provided
        )
        .await?;
@@ -959,7 +960,7 @@ impl Database for ListingDatabase {
    async fn open_table(&self, mut request: OpenTableRequest) -> Result<Arc<dyn BaseTable>> {
        // When namespace is not empty, location must be provided
-        if !request.namespace.is_empty() && request.location.is_none() {
+        if !request.namespace_path.is_empty() && request.location.is_none() {
            return Err(Error::InvalidInput {
                message: "Location must be provided when namespace is not empty".into(),
            });
@@ -1021,12 +1022,12 @@ impl Database for ListingDatabase {
            NativeTable::open_with_params(
                &table_uri,
                &request.name,
-                request.namespace,
+                request.namespace_path,
                self.store_wrapper.clone(),
                Some(read_params),
                self.read_consistency_interval,
                request.namespace_client,
-                false, // server_side_query_enabled - listing database doesn't support server-side queries
+                HashSet::new(), // listing database doesn't support server-side queries
                request.managed_versioning, // Pass through managed_versioning from request
            )
            .await?,
@@ -1038,15 +1039,15 @@ impl Database for ListingDatabase {
        &self,
        _cur_name: &str,
        _new_name: &str,
-        cur_namespace: &[String],
+        cur_namespace_path: &[String],
-        new_namespace: &[String],
+        new_namespace_path: &[String],
    ) -> Result<()> {
-        if !cur_namespace.is_empty() {
+        if !cur_namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database.".into(),
            });
        }
-        if !new_namespace.is_empty() {
+        if !new_namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database.".into(),
            });
@@ -1056,8 +1057,8 @@ impl Database for ListingDatabase {
        })
    }
-    async fn drop_table(&self, name: &str, namespace: &[String]) -> Result<()> {
+    async fn drop_table(&self, name: &str, namespace_path: &[String]) -> Result<()> {
-        if !namespace.is_empty() {
+        if !namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database.".into(),
            });
@@ -1066,9 +1067,9 @@ impl Database for ListingDatabase {
    }
    #[allow(deprecated)]
-    async fn drop_all_tables(&self, namespace: &[String]) -> Result<()> {
+    async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()> {
        // Check if namespace parameter is provided
-        if !namespace.is_empty() {
+        if !namespace_path.is_empty() {
            return Err(Error::NotSupported {
                message: "Namespace parameter is not supported for listing database.".into(),
            });
@@ -1146,7 +1147,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "source_table".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(RecordBatch::new_empty(schema.clone())) as Box<dyn Scannable>,
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1163,7 +1164,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned_table".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri: source_uri.clone(),
                source_version: None,
                source_tag: None,
@@ -1208,7 +1209,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "source_with_data".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch) as Box<dyn Scannable>,
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1224,7 +1225,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned_with_data".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1268,7 +1269,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "source".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -1284,7 +1285,7 @@ mod tests {
        let cloned = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1305,7 +1306,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "source".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -1321,7 +1322,7 @@ mod tests {
        let result = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1346,7 +1347,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "source".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -1362,7 +1363,7 @@ mod tests {
        let result = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned".to_string(),
-                target_namespace: vec!["namespace".to_string()], // Non-empty namespace
+                target_namespace_path: vec!["namespace".to_string()], // Non-empty namespace
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1387,7 +1388,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "source".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -1403,7 +1404,7 @@ mod tests {
        let result = db
            .clone_table(CloneTableRequest {
                target_table_name: "invalid/name".to_string(), // Invalid name with slash
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1423,7 +1424,7 @@ mod tests {
        let result = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri: "/nonexistent/table.lance".to_string(),
                source_version: None,
                source_tag: None,
@@ -1444,7 +1445,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "source".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -1460,7 +1461,7 @@ mod tests {
        let result = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: Some(1),
                source_tag: Some("v1.0".to_string()),
@@ -1498,7 +1499,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "versioned_source".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch1) as Box<dyn Scannable>,
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1534,7 +1535,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned_from_version".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: Some(initial_version),
                source_tag: None,
@@ -1573,7 +1574,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "tagged_source".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch1),
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1613,7 +1614,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned_from_tag".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: Some("v1.0".to_string()),
@@ -1649,7 +1650,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "independent_source".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch1),
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1665,7 +1666,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "independent_clone".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1725,7 +1726,7 @@ mod tests {
        let source_table = db
            .create_table(CreateTableRequest {
                name: "latest_version_source".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch1),
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1758,7 +1759,7 @@ mod tests {
        let cloned_table = db
            .clone_table(CloneTableRequest {
                target_table_name: "cloned_latest".to_string(),
-                target_namespace: vec![],
+                target_namespace_path: vec![],
                source_uri,
                source_version: None,
                source_tag: None,
@@ -1812,7 +1813,7 @@ mod tests {
        let table = db
            .create_table(CreateTableRequest {
                name: "test_stable".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch),
                mode: CreateTableMode::Create,
                write_options: Default::default(),
@@ -1863,7 +1864,7 @@ mod tests {
        let table = db
            .create_table(CreateTableRequest {
                name: "test_stable_table_level".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch),
                mode: CreateTableMode::Create,
                write_options,
@@ -1934,7 +1935,7 @@ mod tests {
        let table = db
            .create_table(CreateTableRequest {
                name: "test_override".to_string(),
-                namespace: vec![],
+                namespace_path: vec![],
                data: Box::new(batch),
                mode: CreateTableMode::Create,
                write_options,
@@ -2052,7 +2053,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "table1".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema.clone())) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
@@ -2064,7 +2065,7 @@ mod tests {
        db.create_table(CreateTableRequest {
            name: "table2".to_string(),
-            namespace: vec![],
+            namespace_path: vec![],
            data: Box::new(RecordBatch::new_empty(schema)) as Box<dyn Scannable>,
            mode: CreateTableMode::Create,
            write_options: Default::default(),
--- a/rust/lancedb/src/database/namespace.rs
+++ b/rust/lancedb/src/database/namespace.rs
@@ -3,7 +3,7 @@
 //! Namespace-based database implementation that delegates table management to lance-namespace
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::sync::Arc;
 use async_trait::async_trait;
@@ -22,6 +22,7 @@ use lance_namespace_impls::ConnectBuilder;
 use lance_table::io::commit::CommitHandler;
 use lance_table::io::commit::external_manifest::ExternalManifestCommitHandler;
 use crate::connection::PushdownOperation;
 use crate::database::ReadConsistency;
 use crate::error::{Error, Result};
 use crate::table::NativeTable;
@@ -42,8 +43,8 @@ pub struct LanceNamespaceDatabase {
    session: Option<Arc<lance::session::Session>>,
    // database URI
    uri: String,
-    // Whether to enable server-side query execution
+    // Operations to push down to the namespace server
-    server_side_query_enabled: bool,
+    pushdown_operations: HashSet<PushdownOperation>,
 }
 impl LanceNamespaceDatabase {
@@ -53,7 +54,7 @@ impl LanceNamespaceDatabase {
        storage_options: HashMap<String, String>,
        read_consistency_interval: Option<std::time::Duration>,
        session: Option<Arc<lance::session::Session>>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
    ) -> Result<Self> {
        let mut builder = ConnectBuilder::new(ns_impl);
        for (key, value) in ns_properties.clone() {
@@ -72,7 +73,7 @@ impl LanceNamespaceDatabase {
            read_consistency_interval,
            session,
            uri: format!("namespace://{}", ns_impl),
-            server_side_query_enabled,
+            pushdown_operations,
        })
    }
 }
@@ -82,7 +83,7 @@ impl std::fmt::Debug for LanceNamespaceDatabase {
        f.debug_struct("LanceNamespaceDatabase")
            .field("storage_options", &self.storage_options)
            .field("read_consistency_interval", &self.read_consistency_interval)
-            .field("server_side_query_enabled", &self.server_side_query_enabled)
+            .field("pushdown_operations", &self.pushdown_operations)
            .finish()
    }
 }
@@ -138,7 +139,7 @@ impl Database for LanceNamespaceDatabase {
    async fn table_names(&self, request: TableNamesRequest) -> Result<Vec<String>> {
        let ns_request = ListTablesRequest {
-            id: Some(request.namespace),
+            id: Some(request.namespace_path),
            page_token: request.start_after,
            limit: request.limit.map(|l| l as i32),
            ..Default::default()
@@ -154,7 +155,7 @@ impl Database for LanceNamespaceDatabase {
    }
    async fn create_table(&self, request: DbCreateTableRequest) -> Result<Arc<dyn BaseTable>> {
-        let mut table_id = request.namespace.clone();
+        let mut table_id = request.namespace_path.clone();
        table_id.push(request.name.clone());
        let describe_request = DescribeTableRequest {
            id: Some(table_id.clone()),
@@ -191,11 +192,11 @@ impl Database for LanceNamespaceDatabase {
                    let native_table = NativeTable::open_from_namespace(
                        self.namespace.clone(),
                        &request.name,
-                        request.namespace.clone(),
+                        request.namespace_path.clone(),
                        None,
                        None,
                        self.read_consistency_interval,
-                        self.server_side_query_enabled,
+                        self.pushdown_operations.clone(),
                        self.session.clone(),
                    )
                    .await?;
@@ -205,7 +206,7 @@ impl Database for LanceNamespaceDatabase {
            }
        }
-        let mut table_id = request.namespace.clone();
+        let mut table_id = request.namespace_path.clone();
        table_id.push(request.name.clone());
        let declare_request = DeclareTableRequest {
@@ -255,12 +256,12 @@ impl Database for LanceNamespaceDatabase {
            self.namespace.clone(),
            &location,
            &request.name,
-            request.namespace.clone(),
+            request.namespace_path.clone(),
            request.data,
            None, // write_store_wrapper not used for namespace connections
            write_params,
            self.read_consistency_interval,
-            self.server_side_query_enabled,
+            self.pushdown_operations.clone(),
            self.session.clone(),
        )
        .await?;
@@ -272,11 +273,11 @@ impl Database for LanceNamespaceDatabase {
        let native_table = NativeTable::open_from_namespace(
            self.namespace.clone(),
            &request.name,
-            request.namespace.clone(),
+            request.namespace_path.clone(),
            None, // write_store_wrapper not used for namespace connections
            request.lance_read_params,
            self.read_consistency_interval,
-            self.server_side_query_enabled,
+            self.pushdown_operations.clone(),
            self.session.clone(),
        )
        .await?;
@@ -294,16 +295,16 @@ impl Database for LanceNamespaceDatabase {
        &self,
        _cur_name: &str,
        _new_name: &str,
-        _cur_namespace: &[String],
+        _cur_namespace_path: &[String],
-        _new_namespace: &[String],
+        _new_namespace_path: &[String],
    ) -> Result<()> {
        Err(Error::NotSupported {
            message: "rename_table is not supported for namespace connections".to_string(),
        })
    }
-    async fn drop_table(&self, name: &str, namespace: &[String]) -> Result<()> {
+    async fn drop_table(&self, name: &str, namespace_path: &[String]) -> Result<()> {
-        let mut table_id = namespace.to_vec();
+        let mut table_id = namespace_path.to_vec();
        table_id.push(name.to_string());
        let drop_request = DropTableRequest {
@@ -321,17 +322,17 @@ impl Database for LanceNamespaceDatabase {
    }
    #[allow(deprecated)]
-    async fn drop_all_tables(&self, namespace: &[String]) -> Result<()> {
+    async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()> {
        let tables = self
            .table_names(TableNamesRequest {
-                namespace: namespace.to_vec(),
+                namespace_path: namespace_path.to_vec(),
                start_after: None,
                limit: None,
            })
            .await?;
        for table in tables {
-            self.drop_table(&table, namespace).await?;
+            self.drop_table(&table, namespace_path).await?;
        }
        Ok(())
--- a/rust/lancedb/src/remote/db.rs
+++ b/rust/lancedb/src/remote/db.rs
@@ -362,9 +362,9 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
    }
    async fn table_names(&self, request: TableNamesRequest) -> Result<Vec<String>> {
-        let mut req = if !request.namespace.is_empty() {
+        let mut req = if !request.namespace_path.is_empty() {
            let namespace_id =
-                build_namespace_identifier(&request.namespace, &self.client.id_delimiter);
+                build_namespace_identifier(&request.namespace_path, &self.client.id_delimiter);
            self.client
                .get(&format!("/v1/namespace/{}/table/list", namespace_id))
        } else {
@@ -387,12 +387,12 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
            .tables;
        for table in &tables {
            let table_identifier =
-                build_table_identifier(table, &request.namespace, &self.client.id_delimiter);
+                build_table_identifier(table, &request.namespace_path, &self.client.id_delimiter);
-            let cache_key = build_cache_key(table, &request.namespace);
+            let cache_key = build_cache_key(table, &request.namespace_path);
            let remote_table = Arc::new(RemoteTable::new(
                self.client.clone(),
                table.clone(),
-                request.namespace.clone(),
+                request.namespace_path.clone(),
                table_identifier.clone(),
                version.clone(),
            ));
@@ -442,8 +442,11 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
    async fn create_table(&self, mut request: CreateTableRequest) -> Result<Arc<dyn BaseTable>> {
        let body = stream_as_body(request.data.scan_as_stream())?;
-        let identifier =
+        let identifier = build_table_identifier(
-            build_table_identifier(&request.name, &request.namespace, &self.client.id_delimiter);
+            &request.name,
            &request.namespace_path,
            &self.client.id_delimiter,
        );
        let req = self
            .client
            .post(&format!("/v1/table/{}/create/", identifier))
@@ -463,7 +466,7 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
                    CreateTableMode::ExistOk(callback) => {
                        let req = OpenTableRequest {
                            name: request.name.clone(),
-                            namespace: request.namespace.clone(),
+                            namespace_path: request.namespace_path.clone(),
                            index_cache_size: None,
                            lance_read_params: None,
                            location: None,
@@ -495,13 +498,16 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
        }
        let rsp = self.client.check_response(&request_id, rsp).await?;
        let version = parse_server_version(&request_id, &rsp)?;
-        let table_identifier =
+        let table_identifier = build_table_identifier(
-            build_table_identifier(&request.name, &request.namespace, &self.client.id_delimiter);
+            &request.name,
-        let cache_key = build_cache_key(&request.name, &request.namespace);
+            &request.namespace_path,
            &self.client.id_delimiter,
        );
        let cache_key = build_cache_key(&request.name, &request.namespace_path);
        let table = Arc::new(RemoteTable::new(
            self.client.clone(),
            request.name.clone(),
-            request.namespace.clone(),
+            request.namespace_path.clone(),
            table_identifier,
            version,
        ));
@@ -513,7 +519,7 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
    async fn clone_table(&self, request: CloneTableRequest) -> Result<Arc<dyn BaseTable>> {
        let table_identifier = build_table_identifier(
            &request.target_table_name,
-            &request.target_namespace,
+            &request.target_namespace_path,
            &self.client.id_delimiter,
        );
@@ -542,11 +548,11 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
        }
        let version = parse_server_version(&request_id, &rsp)?;
-        let cache_key = build_cache_key(&request.target_table_name, &request.target_namespace);
+        let cache_key = build_cache_key(&request.target_table_name, &request.target_namespace_path);
        let table = Arc::new(RemoteTable::new(
            self.client.clone(),
            request.target_table_name.clone(),
-            request.target_namespace.clone(),
+            request.target_namespace_path.clone(),
            table_identifier,
            version,
        ));
@@ -556,9 +562,12 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
    }
    async fn open_table(&self, request: OpenTableRequest) -> Result<Arc<dyn BaseTable>> {
-        let identifier =
+        let identifier = build_table_identifier(
-            build_table_identifier(&request.name, &request.namespace, &self.client.id_delimiter);
+            &request.name,
-        let cache_key = build_cache_key(&request.name, &request.namespace);
+            &request.namespace_path,
            &self.client.id_delimiter,
        );
        let cache_key = build_cache_key(&request.name, &request.namespace_path);
        // We describe the table to confirm it exists before moving on.
        if let Some(table) = self.table_cache.get(&cache_key).await {
@@ -574,17 +583,17 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
            let version = parse_server_version(&request_id, &rsp)?;
            let table_identifier = build_table_identifier(
                &request.name,
-                &request.namespace,
+                &request.namespace_path,
                &self.client.id_delimiter,
            );
            let table = Arc::new(RemoteTable::new(
                self.client.clone(),
                request.name.clone(),
-                request.namespace.clone(),
+                request.namespace_path.clone(),
                table_identifier,
                version,
            ));
-            let cache_key = build_cache_key(&request.name, &request.namespace);
+            let cache_key = build_cache_key(&request.name, &request.namespace_path);
            self.table_cache.insert(cache_key, table.clone()).await;
            Ok(table)
        }
@@ -594,18 +603,18 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
        &self,
        current_name: &str,
        new_name: &str,
-        cur_namespace: &[String],
+        cur_namespace_path: &[String],
-        new_namespace: &[String],
+        new_namespace_path: &[String],
    ) -> Result<()> {
        let current_identifier =
-            build_table_identifier(current_name, cur_namespace, &self.client.id_delimiter);
+            build_table_identifier(current_name, cur_namespace_path, &self.client.id_delimiter);
-        let current_cache_key = build_cache_key(current_name, cur_namespace);
+        let current_cache_key = build_cache_key(current_name, cur_namespace_path);
-        let new_cache_key = build_cache_key(new_name, new_namespace);
+        let new_cache_key = build_cache_key(new_name, new_namespace_path);
        let mut body = serde_json::json!({ "new_table_name": new_name });
-        if !new_namespace.is_empty() {
+        if !new_namespace_path.is_empty() {
            body["new_namespace"] = serde_json::Value::Array(
-                new_namespace
+                new_namespace_path
                    .iter()
                    .map(|s| serde_json::Value::String(s.clone()))
                    .collect(),
@@ -624,9 +633,9 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
        Ok(())
    }
-    async fn drop_table(&self, name: &str, namespace: &[String]) -> Result<()> {
+    async fn drop_table(&self, name: &str, namespace_path: &[String]) -> Result<()> {
-        let identifier = build_table_identifier(name, namespace, &self.client.id_delimiter);
+        let identifier = build_table_identifier(name, namespace_path, &self.client.id_delimiter);
-        let cache_key = build_cache_key(name, namespace);
+        let cache_key = build_cache_key(name, namespace_path);
        let req = self.client.post(&format!("/v1/table/{}/drop/", identifier));
        let (request_id, resp) = self.client.send(req).await?;
        self.client.check_response(&request_id, resp).await?;
@@ -634,9 +643,9 @@ impl<S: HttpSend> Database for RemoteDatabase<S> {
        Ok(())
    }
-    async fn drop_all_tables(&self, namespace: &[String]) -> Result<()> {
+    async fn drop_all_tables(&self, namespace_path: &[String]) -> Result<()> {
        // TODO: Implement namespace-aware drop_all_tables
-        let _namespace = namespace; // Suppress unused warning for now
+        let _namespace_path = namespace_path; // Suppress unused warning for now
        Err(crate::Error::NotSupported {
            message: "Dropping all tables is not currently supported in the remote API".to_string(),
        })
--- a/rust/lancedb/src/table.rs
+++ b/rust/lancedb/src/table.rs
@@ -19,11 +19,11 @@ pub use lance::dataset::Version;
 use lance::dataset::WriteMode;
 use lance::dataset::builder::DatasetBuilder;
 use lance::dataset::{InsertBuilder, WriteParams};
 use lance::index::DatasetIndexExt;
 use lance::index::vector::VectorIndexParams;
 use lance::index::vector::utils::infer_vector_dim;
 use lance::io::{ObjectStoreParams, WrappingObjectStore};
 use lance_datafusion::utils::StreamingWriteSource;
 use lance_index::DatasetIndexExt;
 use lance_index::IndexType;
 use lance_index::scalar::{BuiltinIndexType, ScalarIndexParams};
 use lance_index::vector::bq::RQBuildParams;
@@ -42,11 +42,13 @@ use lance_table::io::commit::CommitHandler;
 use lance_table::io::commit::ManifestNamingScheme;
 use lance_table::io::commit::external_manifest::ExternalManifestCommitHandler;
 use serde::{Deserialize, Serialize};
-use std::collections::HashMap;
+use std::collections::{HashMap, HashSet};
 use std::format;
 use std::path::Path;
 use std::sync::Arc;
 use crate::connection::PushdownOperation;
 use crate::data::scannable::{PeekedScannable, Scannable, estimate_write_partitions};
 use crate::database::Database;
 use crate::embeddings::{EmbeddingDefinition, EmbeddingRegistry, MemoryRegistry};
@@ -1268,10 +1270,9 @@ pub struct NativeTable {
    // Optional namespace client for namespace operations (e.g., managed versioning).
    // pub(crate) so query.rs can access the field for server-side query execution.
    pub(crate) namespace_client: Option<Arc<dyn LanceNamespace>>,
-    // Whether to enable server-side query execution via the namespace client.
+    // Operations to push down to the namespace server.
-    // When true and namespace_client is set, queries will be executed on the
+    // pub(crate) so query.rs can access the field for server-side query execution.
-    // namespace server instead of locally.
+    pub(crate) pushdown_operations: HashSet<PushdownOperation>,
    pub(crate) server_side_query_enabled: bool,
 }
 impl std::fmt::Debug for NativeTable {
@@ -1283,7 +1284,7 @@ impl std::fmt::Debug for NativeTable {
            .field("uri", &self.uri)
            .field("read_consistency_interval", &self.read_consistency_interval)
            .field("namespace_client", &self.namespace_client)
-            .field("server_side_query_enabled", &self.server_side_query_enabled)
+            .field("pushdown_operations", &self.pushdown_operations)
            .finish()
    }
 }
@@ -1320,7 +1321,18 @@ impl NativeTable {
    /// * A [NativeTable] object.
    pub async fn open(uri: &str) -> Result<Self> {
        let name = Self::get_table_name(uri)?;
-        Self::open_with_params(uri, &name, vec![], None, None, None, None, false, None).await
+        Self::open_with_params(
            uri,
            &name,
            vec![],
            None,
            None,
            None,
            None,
            HashSet::new(),
            None,
        )
        .await
    }
    /// Opens an existing Table
@@ -1331,7 +1343,7 @@ impl NativeTable {
    /// * `name` The Table name
    /// * `params` The [ReadParams] to use when opening the table
    /// * `namespace_client` - Optional namespace client for namespace operations
-    /// * `server_side_query_enabled` - Whether to enable server-side query execution
+    /// * `pushdown_operations` - Operations to push down to the namespace server
    /// * `managed_versioning` - Whether managed versioning is enabled. If None and namespace_client
    ///   is provided, the value will be fetched via describe_table.
    ///
@@ -1347,7 +1359,7 @@ impl NativeTable {
        params: Option<ReadParams>,
        read_consistency_interval: Option<std::time::Duration>,
        namespace_client: Option<Arc<dyn LanceNamespace>>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
        managed_versioning: Option<bool>,
    ) -> Result<Self> {
        let params = params.unwrap_or_default();
@@ -1417,7 +1429,7 @@ impl NativeTable {
            dataset,
            read_consistency_interval,
            namespace_client,
-            server_side_query_enabled,
+            pushdown_operations,
        })
    }
@@ -1443,10 +1455,8 @@ impl NativeTable {
    /// * `write_store_wrapper` - Optional wrapper for the object store on write path
    /// * `params` - Optional read parameters
    /// * `read_consistency_interval` - Optional interval for read consistency
-    /// * `server_side_query_enabled` - Whether to enable server-side query execution.
+    /// * `pushdown_operations` - Operations to push down to the namespace server.
-    ///   When true, the namespace_client will be stored and queries will be executed
+    ///   When `QueryTable` is included, queries will be executed on the namespace server.
    ///   on the namespace server. When false, the namespace is only used for opening
    ///   the table, and queries are executed locally.
    /// * `session` - Optional session for object stores and caching
    ///
    /// # Returns
@@ -1460,7 +1470,7 @@ impl NativeTable {
        write_store_wrapper: Option<Arc<dyn WrappingObjectStore>>,
        params: Option<ReadParams>,
        read_consistency_interval: Option<std::time::Duration>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
        session: Option<Arc<lance::session::Session>>,
    ) -> Result<Self> {
        let mut params = params.unwrap_or_default();
@@ -1507,11 +1517,12 @@ impl NativeTable {
        let dataset = DatasetConsistencyWrapper::new_latest(dataset, read_consistency_interval);
        let id = Self::build_id(&namespace, name);
-        let stored_namespace_client = if server_side_query_enabled {
+        let stored_namespace_client =
-            Some(namespace_client)
+            if pushdown_operations.contains(&PushdownOperation::QueryTable) {
-        } else {
+                Some(namespace_client)
-            None
+            } else {
-        };
+                None
            };
        Ok(Self {
            name: name.to_string(),
@@ -1521,7 +1532,7 @@ impl NativeTable {
            dataset,
            read_consistency_interval,
            namespace_client: stored_namespace_client,
-            server_side_query_enabled,
+            pushdown_operations,
        })
    }
@@ -1562,7 +1573,7 @@ impl NativeTable {
    /// * `batches` RecordBatch to be saved in the database.
    /// * `params` - Write parameters.
    /// * `namespace_client` - Optional namespace client for namespace operations
-    /// * `server_side_query_enabled` - Whether to enable server-side query execution
+    /// * `pushdown_operations` - Operations to push down to the namespace server
    ///
    /// # Returns
    ///
@@ -1577,7 +1588,7 @@ impl NativeTable {
        params: Option<WriteParams>,
        read_consistency_interval: Option<std::time::Duration>,
        namespace_client: Option<Arc<dyn LanceNamespace>>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
    ) -> Result<Self> {
        // Default params uses format v1.
        let params = params.unwrap_or(WriteParams {
@@ -1610,7 +1621,7 @@ impl NativeTable {
            dataset: DatasetConsistencyWrapper::new_latest(dataset, read_consistency_interval),
            read_consistency_interval,
            namespace_client,
-            server_side_query_enabled,
+            pushdown_operations,
        })
    }
@@ -1624,7 +1635,7 @@ impl NativeTable {
        params: Option<WriteParams>,
        read_consistency_interval: Option<std::time::Duration>,
        namespace_client: Option<Arc<dyn LanceNamespace>>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
    ) -> Result<Self> {
        let data: Box<dyn Scannable> = Box::new(RecordBatch::new_empty(schema));
        Self::create(
@@ -1636,7 +1647,7 @@ impl NativeTable {
            params,
            read_consistency_interval,
            namespace_client,
-            server_side_query_enabled,
+            pushdown_operations,
        )
        .await
    }
@@ -1659,7 +1670,7 @@ impl NativeTable {
    /// * `write_store_wrapper` - Optional wrapper for the object store on write path
    /// * `params` - Optional write parameters
    /// * `read_consistency_interval` - Optional interval for read consistency
-    /// * `server_side_query_enabled` - Whether to enable server-side query execution
+    /// * `pushdown_operations` - Operations to push down to the namespace server
    ///
    /// # Returns
    ///
@@ -1674,7 +1685,7 @@ impl NativeTable {
        write_store_wrapper: Option<Arc<dyn WrappingObjectStore>>,
        params: Option<WriteParams>,
        read_consistency_interval: Option<std::time::Duration>,
-        server_side_query_enabled: bool,
+        pushdown_operations: HashSet<PushdownOperation>,
        session: Option<Arc<lance::session::Session>>,
    ) -> Result<Self> {
        // Build table_id from namespace + name for the storage options provider
@@ -1726,11 +1737,12 @@ impl NativeTable {
        let id = Self::build_id(&namespace, name);
-        let stored_namespace_client = if server_side_query_enabled {
+        let stored_namespace_client =
-            Some(namespace_client)
+            if pushdown_operations.contains(&PushdownOperation::QueryTable) {
-        } else {
+                Some(namespace_client)
-            None
+            } else {
-        };
+                None
            };
        Ok(Self {
            name: name.to_string(),
@@ -1740,7 +1752,7 @@ impl NativeTable {
            dataset: DatasetConsistencyWrapper::new_latest(dataset, read_consistency_interval),
            read_consistency_interval,
            namespace_client: stored_namespace_client,
-            server_side_query_enabled,
+            pushdown_operations,
        })
    }
@@ -2751,9 +2763,19 @@ mod tests {
            vec![Ok(batch.clone())],
            batch.schema(),
        ));
-        let table = NativeTable::create(uri, "test", vec![], reader, None, None, None, None, false)
+        let table = NativeTable::create(
-            .await
+            uri,
-            .unwrap();
+            "test",
            vec![],
            reader,
            None,
            None,
            None,
            None,
            HashSet::new(),
        )
        .await
        .unwrap();
        assert_eq!(table.count_rows(None).await.unwrap(), 10);
        assert_eq!(
@@ -3780,7 +3802,7 @@ mod tests {
            TableStatistics {
                num_rows: 250,
                num_indices: 0,
-                total_bytes: 2000,
+                total_bytes: 2300,
                fragment_stats: FragmentStatistics {
                    num_fragments: 11,
                    num_small_fragments: 11,
--- a/rust/lancedb/src/table/optimize.rs
+++ b/rust/lancedb/src/table/optimize.rs
@@ -10,7 +10,7 @@ use std::sync::Arc;
 use lance::dataset::cleanup::RemovalStats;
 use lance::dataset::optimize::{CompactionMetrics, IndexRemapperOptions, compact_files};
-use lance_index::DatasetIndexExt;
+use lance::index::DatasetIndexExt;
 use lance_index::optimize::OptimizeOptions;
 use log::info;
--- a/rust/lancedb/src/table/query.rs
+++ b/rust/lancedb/src/table/query.rs
@@ -4,6 +4,7 @@
 use std::sync::Arc;
 use super::NativeTable;
 use crate::connection::PushdownOperation;
 use crate::error::{Error, Result};
 use crate::expr::expr_to_sql_string;
 use crate::query::{
@@ -40,8 +41,10 @@ pub async fn execute_query(
    query: &AnyQuery,
    options: QueryExecutionOptions,
 ) -> Result<DatasetRecordBatchStream> {
-    // If server-side query is enabled and namespace client is configured, use server-side query execution
+    // If QueryTable pushdown is enabled and namespace client is configured, use server-side query execution
-    if table.server_side_query_enabled
+    if table
        .pushdown_operations
        .contains(&PushdownOperation::QueryTable)
        && let Some(ref namespace_client) = table.namespace_client
    {
        return execute_namespace_query(table, namespace_client.clone(), query, options).await;
Author	SHA1	Message	Date
Lance Release	590c0c1e77	Bump version: 0.30.2 → 0.31.0-beta.0	2026-04-03 08:45:29 +00:00
LanceDB Robot	382ecd65e3	chore: update lance dependency to v5.0.0-beta.4 (#3234 ) ## Summary - Update Rust Lance workspace dependencies to `v5.0.0-beta.4` using `ci/set_lance_version.py` (including lockfile refresh). - Update Java `lance-core` dependency property to `5.0.0-beta.4` in `java/pom.xml`. ## Verification - `cargo clippy --workspace --tests --all-features -- -D warnings` - `cargo fmt --all` ## Triggering tag - https://github.com/lance-format/lance/releases/tag/v5.0.0-beta.4	2026-04-03 01:33:36 -07:00
Jack Ye	e26b22bcca	refactor!: consolidate namespace related naming and enterprise integration (#3205 ) 1. Refactored every client (Rust core, Python, Node/TypeScript) so “namespace” usage is explicit: code now keeps namespace paths (namespace_path) separate from namespace clients (namespace_client). Connections propagate the client, table creation routes through it, and managed versioning defaults are resolved from namespace metadata. Python gained LanceNamespaceDBConnection/async counterparts, and the namespace-focused tests were rewritten to match the clarified API surface. 2. Synchronized the workspace with Lance 5.0.0-beta.3 (see https://github.com/lance-format/lance/pull/6186 for the upstream namespace refactor), updating Cargo/uv lockfiles and ensuring all bindings align with the new namespace semantics. 3. Added a namespace-backed code path to lancedb.connect() via new keyword arguments (namespace_client_impl, namespace_client_properties, plus the existing pushdown-ops flag). When those kwargs are supplied, connect() delegates to connect_namespace, so users can opt into namespace clients without changing APIs. (The async helper will gain parity in a later change)	2026-04-03 00:09:03 -07:00
Lance Release	3ba46135a5	Bump version: 0.27.2-beta.2 → 0.27.2	2026-03-31 21:26:04 +00:00
Lance Release	f903d07887	Bump version: 0.27.2-beta.1 → 0.27.2-beta.2	2026-03-31 21:25:36 +00:00