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Author SHA1 Message Date
Lance Release d3077b7641 Bump version: 0.39.0-beta.5 → 0.39.0-beta.6 2026-09-08 12:14:12 +00:00
LanceDB RobotandJack Ye 3e3878b223 chore: update lance dependency to v12.0.0-beta.15 (#4143)
Updates the Rust workspace Lance dependencies, Cargo lockfile, and Java
lance-core from v12.0.0-beta.14 to
[v12.0.0-beta.15](https://github.com/lance-format/lance/releases/tag/v12.0.0-beta.15).
No compatibility fixes were required; `cargo clippy --quiet --workspace
--tests --all-features -- -D warnings`, `cargo fmt --all --quiet`, and
`git diff --check` passed.

---------

Co-authored-by: Jack Ye <yezhaoqin@gmail.com>
2026-09-08 05:12:45 -07:00
Lance Release 19fb665c76 Bump version: 0.39.0-beta.4 → 0.39.0-beta.5 2026-09-08 12:03:46 +00:00
Wyatt AltandClaude Fable 5.1 1f95398c34 feat: function columns on materialized views (#4119)
A view could not carry a column it does not compute: the definition
planned every output as a SQL expression, and the refresh engine treated
any commit it did not make as drift and rebuilt. Servers fill such
columns on tables with a separate job, as computed columns bound to a
registered function, and want the same column on a view.

This lets a declaration add computed columns, placed at their positions
in the select list and validated by the existing computed-column
contract, with the view created in one commit. Refresh writes those
columns NULL on every path and never reads them, so a rewritten row
comes back unfilled, and a commit that rewrites only computed columns is
recognised as a fill rather than drift, so the next refresh carries on
incrementally. A source column a computed column reads without the view
projecting it is held as an internal projection, so the select list
stays the view's column list. Nothing in the stored definition changes;
an older reader fails closed on the schema check.

Two smaller changes ride along because the feature needs them: an
identity projection keeps its source column's nullability, with the
schema check accepting a nullable physical field for a non-null planned
one so existing views keep refreshing; and `prepare_declaration` takes
`Option` projections, so an empty list declares no projection rather
than `SELECT *`.

---------

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-08 04:38:22 -07:00
Lance Release 0111a72dc3 Bump version: 0.39.0-beta.3 → 0.39.0-beta.4 2026-09-06 20:46:55 +00:00
29 changed files with 1820 additions and 147 deletions
+1 -1
View File
@@ -1,5 +1,5 @@
[tool.bumpversion]
current_version = "0.39.0-beta.4"
current_version = "0.39.0-beta.6"
parse = """(?x)
(?P<major>0|[1-9]\\d*)\\.
(?P<minor>0|[1-9]\\d*)\\.
Generated
+45 -45
View File
@@ -3526,8 +3526,8 @@ checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
[[package]]
name = "fsst"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"rand 0.9.5",
@@ -4886,8 +4886,8 @@ checksum = "e037a2e1d8d5fdbd49b16a4ea09d5d6401c1f29eca5ff29d03d3824dba16256a"
[[package]]
name = "lance"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arc-swap",
"arrow",
@@ -4959,8 +4959,8 @@ dependencies = [
[[package]]
name = "lance-arrow"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -4982,7 +4982,7 @@ dependencies = [
[[package]]
name = "lance-arrow-scalar"
version = "58.0.0"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -4996,7 +4996,7 @@ dependencies = [
[[package]]
name = "lance-arrow-stats"
version = "58.0.0"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-schema",
@@ -5005,8 +5005,8 @@ dependencies = [
[[package]]
name = "lance-bitpacking"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrayref",
"crunchy",
@@ -5016,8 +5016,8 @@ dependencies = [
[[package]]
name = "lance-core"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -5054,8 +5054,8 @@ dependencies = [
[[package]]
name = "lance-datafusion"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"arrow-array",
@@ -5085,8 +5085,8 @@ dependencies = [
[[package]]
name = "lance-datagen"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"arrow-array",
@@ -5103,8 +5103,8 @@ dependencies = [
[[package]]
name = "lance-derive"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"proc-macro2",
"quote",
@@ -5113,8 +5113,8 @@ dependencies = [
[[package]]
name = "lance-encoding"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-arith",
"arrow-array",
@@ -5147,8 +5147,8 @@ dependencies = [
[[package]]
name = "lance-file"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-arith",
"arrow-array",
@@ -5179,8 +5179,8 @@ dependencies = [
[[package]]
name = "lance-index"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arc-swap",
"arrow",
@@ -5244,8 +5244,8 @@ dependencies = [
[[package]]
name = "lance-index-core"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-schema",
@@ -5267,8 +5267,8 @@ dependencies = [
[[package]]
name = "lance-io"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"arrow-array",
@@ -5308,8 +5308,8 @@ dependencies = [
[[package]]
name = "lance-linalg"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-schema",
@@ -5323,8 +5323,8 @@ dependencies = [
[[package]]
name = "lance-namespace"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"async-trait",
@@ -5338,8 +5338,8 @@ dependencies = [
[[package]]
name = "lance-namespace-impls"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"arrow-ipc",
@@ -5392,8 +5392,8 @@ dependencies = [
[[package]]
name = "lance-select"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -5407,8 +5407,8 @@ dependencies = [
[[package]]
name = "lance-table"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow",
"arrow-array",
@@ -5448,8 +5448,8 @@ dependencies = [
[[package]]
name = "lance-testing"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"arrow-array",
"arrow-schema",
@@ -5462,8 +5462,8 @@ dependencies = [
[[package]]
name = "lance-tokenizer"
version = "12.0.0-beta.14"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.14#a8a101774a1c9647065cc60137094feadbe55296"
version = "12.0.0-beta.15"
source = "git+https://github.com/lance-format/lance.git?tag=v12.0.0-beta.15#271a155ba505fd8e1094c095d4ce356707e93866"
dependencies = [
"frostem",
"icu_segmenter",
@@ -5476,7 +5476,7 @@ dependencies = [
[[package]]
name = "lancedb"
version = "0.39.0-beta.3"
version = "0.39.0-beta.5"
dependencies = [
"ahash",
"anyhow",
@@ -5567,7 +5567,7 @@ dependencies = [
[[package]]
name = "lancedb-nodejs"
version = "0.39.0-beta.3"
version = "0.39.0-beta.5"
dependencies = [
"arrow-array",
"arrow-buffer",
@@ -5592,7 +5592,7 @@ dependencies = [
[[package]]
name = "lancedb-python"
version = "0.39.0-beta.3"
version = "0.39.0-beta.5"
dependencies = [
"arrow",
"async-trait",
+14 -14
View File
@@ -13,20 +13,20 @@ categories = ["database-implementations"]
rust-version = "1.91.0"
[workspace.dependencies]
lance = { "version" = "=12.0.0-beta.14", default-features = false, "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=12.0.0-beta.14", default-features = false, "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=12.0.0-beta.14", default-features = false, "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=12.0.0-beta.14", "tag" = "v12.0.0-beta.14", "git" = "https://github.com/lance-format/lance.git" }
lance = { "version" = "=12.0.0-beta.15", default-features = false, "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=12.0.0-beta.15", default-features = false, "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=12.0.0-beta.15", default-features = false, "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=12.0.0-beta.15", "tag" = "v12.0.0-beta.15", "git" = "https://github.com/lance-format/lance.git" }
lancedb = { path = "rust/lancedb", default-features = false }
ahash = "0.8"
# Note that this one does not include pyarrow
+1 -1
View File
@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
<dependency>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-core</artifactId>
<version>0.39.0-beta.4</version>
<version>0.39.0-beta.6</version>
</dependency>
```
+1 -1
View File
@@ -8,7 +8,7 @@
<parent>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-parent</artifactId>
<version>0.39.0-beta.4</version>
<version>0.39.0-beta.6</version>
<relativePath>../pom.xml</relativePath>
</parent>
+2 -2
View File
@@ -6,7 +6,7 @@
<groupId>com.lancedb</groupId>
<artifactId>lancedb-parent</artifactId>
<version>0.39.0-beta.4</version>
<version>0.39.0-beta.6</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>12.0.0-beta.14</lance-core.version>
<lance-core.version>12.0.0-beta.15</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>
+1 -1
View File
@@ -1,7 +1,7 @@
[package]
name = "lancedb-nodejs"
edition.workspace = true
version = "0.39.0-beta.4"
version = "0.39.0-beta.6"
publish = false
license.workspace = true
description.workspace = true
+2 -2
View File
@@ -281,7 +281,7 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
numIndices: 0,
numRows: 3,
// Full on-disk size of the two data files, footers and metadata included.
totalBytes: 684,
totalBytes: 550,
});
// Index files count toward totalBytes too (only deletion files and
@@ -289,7 +289,7 @@ describe.each([arrow15, arrow16, arrow17, arrow18])(
await table.createIndex("id", { config: Index.btree() });
const statsWithIndex = await table.stats();
expect(statsWithIndex.numIndices).toBe(1);
expect(statsWithIndex.totalBytes).toBeGreaterThan(684);
expect(statsWithIndex.totalBytes).toBeGreaterThan(550);
});
it("should overwrite data if asked", async () => {
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-darwin-arm64",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["darwin"],
"cpu": ["arm64"],
"main": "lancedb.darwin-arm64.node",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-arm64-gnu",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["linux"],
"cpu": ["arm64"],
"main": "lancedb.linux-arm64-gnu.node",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-arm64-musl",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["linux"],
"cpu": ["arm64"],
"main": "lancedb.linux-arm64-musl.node",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-x64-gnu",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["linux"],
"cpu": ["x64"],
"main": "lancedb.linux-x64-gnu.node",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-x64-musl",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["linux"],
"cpu": ["x64"],
"main": "lancedb.linux-x64-musl.node",
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-win32-arm64-msvc",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": [
"win32"
],
+1 -1
View File
@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-win32-x64-msvc",
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"os": ["win32"],
"cpu": ["x64"],
"main": "lancedb.win32-x64-msvc.node",
+1 -1
View File
@@ -11,7 +11,7 @@
"ann"
],
"private": false,
"version": "0.39.0-beta.4",
"version": "0.39.0-beta.6",
"main": "dist/index.js",
"exports": {
".": "./dist/index.js",
+1 -1
View File
@@ -1,6 +1,6 @@
[package]
name = "lancedb-python"
version = "0.39.0-beta.4"
version = "0.39.0-beta.6"
publish = false
edition.workspace = true
description = "Python bindings for LanceDB"
+4 -1
View File
@@ -297,7 +297,10 @@ def test_blob_v2_projection_sources_use_typed_column_name():
def _legacy_v1_table(name):
db = lancedb.connect("memory:///")
# Legacy v1 blob columns are only writable at file version <= 2.1.
db = lancedb.connect(
"memory:///", storage_options={"new_table_data_storage_version": "2.1"}
)
schema = pa.schema(
[
pa.field("id", pa.int64()),
+7 -1
View File
@@ -193,7 +193,13 @@ class TestNamespaceConnection:
),
)
table = db.create_table("blob_table", data, namespace_path=["test_ns"])
# Legacy v1 blob columns are only writable at file version <= 2.1.
table = db.create_table(
"blob_table",
data,
namespace_path=["test_ns"],
storage_options={"new_table_data_storage_version": "2.1"},
)
df = table.to_pandas(blob_mode="lazy").sort_values("id")
blob = df["blob"].iloc[0]
+38 -10
View File
@@ -40,6 +40,10 @@ from utils import exception_output
from importlib.util import find_spec
# Legacy v1 blob columns are only writable at file version <= 2.1.
LEGACY_BLOB_STORAGE_OPTIONS = {"new_table_data_storage_version": "2.1"}
def _blob_query_data():
return pa.table(
{
@@ -119,13 +123,17 @@ def _assert_blob_bytes_projection(df):
def _blob_query_table(db, name, blob_schema):
if blob_schema == "v1":
return db.create_table(name, _blob_query_data())
return db.create_table(
name, _blob_query_data(), storage_options=LEGACY_BLOB_STORAGE_OPTIONS
)
return _create_blob_v2_query_table(db, name)
async def _blob_query_table_async(db, name, blob_schema):
if blob_schema == "v1":
return await db.create_table(name, _blob_query_data())
return await db.create_table(
name, _blob_query_data(), storage_options=LEGACY_BLOB_STORAGE_OPTIONS
)
return await _create_blob_v2_query_table_async(db, name)
@@ -275,7 +283,9 @@ async def test_query_to_pandas_kwargs(table, table_async):
def test_plain_scan_query_to_pandas_blob_modes(tmp_db, blob_mode):
pytest.importorskip("lance")
table = tmp_db.create_table(
f"test_query_to_pandas_blob_{blob_mode}", _blob_query_data()
f"test_query_to_pandas_blob_{blob_mode}",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
df = (
@@ -322,7 +332,9 @@ def test_plain_scan_query_to_pandas_blob_mode_does_not_collect_arrow(
):
pytest.importorskip("lance")
table = tmp_db.create_table(
"test_query_to_pandas_blob_no_arrow_collect", _blob_query_data()
"test_query_to_pandas_blob_no_arrow_collect",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
query = table.search().where("id = 1").select(["id", "blob"])
@@ -347,7 +359,9 @@ def test_plain_scan_query_to_pandas_blob_descriptions_flatten_uses_scanner(
):
pytest.importorskip("lance")
table = tmp_db.create_table(
"test_query_to_pandas_blob_desc_flatten", _blob_query_data()
"test_query_to_pandas_blob_desc_flatten",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
query = table.search().where("id = 1").select(["id", "blob"])
@@ -365,7 +379,11 @@ def test_plain_scan_query_to_pandas_blob_descriptions_flatten_uses_scanner(
def test_plain_scan_query_to_pandas_scanner_state(tmp_db):
pytest.importorskip("lance")
data = _blob_query_data()
table = tmp_db.create_table("test_query_to_pandas_scanner_state", data.slice(0, 2))
table = tmp_db.create_table(
"test_query_to_pandas_scanner_state",
data.slice(0, 2),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
table.add(data.slice(2, 2))
fragments = table.to_lance().get_fragments()
@@ -400,7 +418,9 @@ def test_plain_scan_query_to_pandas_scanner_state(tmp_db):
async def test_async_plain_scan_query_to_pandas_blob_projection(tmp_db_async):
pytest.importorskip("lance")
table = await tmp_db_async.create_table(
"test_async_query_to_pandas_blob_projection", _blob_query_data()
"test_async_query_to_pandas_blob_projection",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
lazy_df = await (
@@ -452,7 +472,9 @@ async def test_async_plain_scan_query_to_pandas_blob_mode_does_not_collect_arrow
):
pytest.importorskip("lance")
table = await tmp_db_async.create_table(
"test_async_query_to_pandas_blob_no_arrow_collect", _blob_query_data()
"test_async_query_to_pandas_blob_no_arrow_collect",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
query = table.query().where("id = 1").select(["id", "blob"])
@@ -474,7 +496,11 @@ async def test_async_plain_scan_query_to_pandas_blob_mode_does_not_collect_arrow
def test_vector_query_to_pandas_blob_mode_requires_native_path(tmp_db):
pytest.importorskip("lance")
table = tmp_db.create_table("test_vector_query_blob_mode", _blob_query_data())
table = tmp_db.create_table(
"test_vector_query_blob_mode",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
with pytest.raises(RuntimeError, match="Lance native pandas conversion"):
table.search([1.0, 0.0]).select(["blob", "vector"]).limit(1).to_pandas(
@@ -485,7 +511,9 @@ def test_vector_query_to_pandas_blob_mode_requires_native_path(tmp_db):
def test_vector_query_to_pandas_blob_descriptions_requires_plain_scan(tmp_db):
pytest.importorskip("lance")
table = tmp_db.create_table(
"test_vector_query_blob_descriptions", _blob_query_data()
"test_vector_query_blob_descriptions",
_blob_query_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
with pytest.raises(RuntimeError, match="plain scan query"):
+16 -4
View File
@@ -64,15 +64,23 @@ async def _blob_v2_table_async(db: AsyncConnection, name: str):
return table
# Legacy v1 blob columns are only writable at file version <= 2.1.
LEGACY_BLOB_STORAGE_OPTIONS = {"new_table_data_storage_version": "2.1"}
def _blob_table(db: DBConnection, name: str, blob_schema: str):
if blob_schema == "v1":
return db.create_table(name, data=_blob_test_data())
return db.create_table(
name, data=_blob_test_data(), storage_options=LEGACY_BLOB_STORAGE_OPTIONS
)
return _blob_v2_table(db, name)
async def _blob_table_async(db: AsyncConnection, name: str, blob_schema: str):
if blob_schema == "v1":
return await db.create_table(name, data=_blob_test_data())
return await db.create_table(
name, data=_blob_test_data(), storage_options=LEGACY_BLOB_STORAGE_OPTIONS
)
return await _blob_v2_table_async(db, name)
@@ -147,7 +155,11 @@ def test_table_to_pandas_invalid_blob_mode_non_blob_table(tmp_db: DBConnection):
@pytest.mark.parametrize("blob_mode", ["lazy", "bytes", "descriptions"])
def test_table_to_pandas_blob_modes(tmp_db: DBConnection, blob_mode):
pytest.importorskip("lance")
table = tmp_db.create_table(f"test_to_pandas_blob_{blob_mode}", _blob_test_data())
table = tmp_db.create_table(
f"test_to_pandas_blob_{blob_mode}",
_blob_test_data(),
storage_options=LEGACY_BLOB_STORAGE_OPTIONS,
)
df = table.to_pandas(blob_mode=blob_mode)
@@ -3959,7 +3971,7 @@ def test_stats(mem_db: DBConnection):
print(f"{stats=}")
assert stats == {
# Full on-disk size of the data file, footer and metadata included.
"total_bytes": 633,
"total_bytes": 637,
"num_rows": 2,
"num_indices": 0,
"fragment_stats": {
+1 -1
View File
@@ -1,6 +1,6 @@
[package]
name = "lancedb"
version = "0.39.0-beta.4"
version = "0.39.0-beta.6"
edition.workspace = true
description = "LanceDB: A serverless, low-latency vector database for AI applications"
license.workspace = true
+10 -8
View File
@@ -532,10 +532,11 @@ mod tests {
fn storage_version_bumps_to_v2_2() {
let mut params = WriteParams::default();
ensure_blob_storage_version(&blob_schema(), &mut params);
assert_eq!(
params.data_storage_version.unwrap().resolve(),
ConcreteFileVersion::V2_2
);
let resolved = params
.data_storage_version
.unwrap_or(LanceFileVersion::Stable)
.resolve();
assert_eq!(resolved, ConcreteFileVersion::V2_2);
assert!(!params.enable_stable_row_ids);
}
@@ -547,10 +548,11 @@ mod tests {
};
ensure_blob_storage_version(&blob_schema(), &mut params);
assert!(params.enable_stable_row_ids);
assert_eq!(
params.data_storage_version.unwrap().resolve(),
ConcreteFileVersion::V2_2
);
let resolved = params
.data_storage_version
.unwrap_or(LanceFileVersion::Stable)
.resolve();
assert_eq!(resolved, ConcreteFileVersion::V2_2);
}
#[test]
+5
View File
@@ -3,6 +3,7 @@
//! Namespace-based database implementation that delegates table management to lance-namespace
use lance_datafusion::utils::StreamingWriteSource;
use std::collections::{HashMap, HashSet};
use std::sync::{Arc, Mutex};
@@ -304,6 +305,10 @@ impl Database for LanceNamespaceDatabase {
}
async fn create_table(&self, request: DbCreateTableRequest) -> Result<Arc<dyn BaseTable>> {
// Refuse a bad declaration before the namespace records a table.
crate::table::computed_columns::ensure_declarations_are_planned(
&request.data.arrow_schema(),
)?;
let mut table_id = request.namespace_path.clone();
table_id.push(request.name.clone());
let mut existing_table = None;
File diff suppressed because it is too large Load Diff
+536 -17
View File
@@ -24,8 +24,8 @@ use std::time::{SystemTime, UNIX_EPOCH};
use arrow_array::cast::AsArray;
use arrow_array::types::UInt64Type;
use arrow_array::{RecordBatch, UInt64Array};
use arrow_schema::{Schema as ArrowSchema, SchemaRef};
use arrow_array::{RecordBatch, UInt64Array, new_null_array};
use arrow_schema::{FieldRef, Schema as ArrowSchema, SchemaRef};
use datafusion::common::ScalarValue;
use datafusion::error::DataFusionError;
use datafusion::physical_plan::SendableRecordBatchStream;
@@ -34,7 +34,7 @@ use datafusion::prelude::{col, lit};
use futures::{StreamExt, TryStreamExt};
use lance::Dataset;
use lance::dataset::mem_wal::DatasetMemWalExt;
use lance::dataset::transaction::{Operation, Transaction};
use lance::dataset::transaction::{Operation, Transaction, UpdateMode};
use lance::dataset::write::delete::DeleteBuilder;
use lance::dataset::write::merge_insert::inserted_rows::{
KeyExistenceFilter, KeyExistenceFilterBuilder, KeyValue,
@@ -51,6 +51,9 @@ use super::{
definition_to_metadata,
};
use crate::database::OpenTableRequest;
use crate::table::computed_columns::{
computed_column_from_field, computed_columns, ensure_declarations_are_planned,
};
use crate::table::{NativeTable, NativeTableExt, Table};
use crate::{Error, Result};
@@ -167,30 +170,52 @@ pub(crate) async fn execute_refresh(
.map(|p| (p.output.clone(), p.expression.clone()))
.collect();
validate_inputs(&source_ds, definition)?;
let (replanned, mut planned_fields, _renames) = super::plan(
let (replanned, planned_fields, _renames) = super::plan(
source_schema,
&definition.source_table,
&definition.source_namespace,
&projections,
Some(&projections),
definition.filter.as_deref(),
definition.limit,
)?;
let mut planned_fields = planned_fields;
planned_fields.push(arrow_schema::Field::new(
SOURCE_ROW_ID_COLUMN,
arrow_schema::DataType::UInt64,
false,
));
// A computed column is not planned from the source: refresh writes it
// NULL and its declaration's owner fills it. Its declaration must still
// be complete, and it must be able to hold NULL.
let physical = ArrowSchema::from(view_ds.schema());
let planned_shape: Vec<_> = planned_fields
.iter()
.map(|f| (f.name().clone(), f.data_type().clone(), f.is_nullable()))
.collect();
let physical_shape: Vec<_> = physical
let mut computed = computed_columns(&physical).into_iter().map(|c| c.name);
if let Some(name) = computed.by_ref().find(|name| {
physical
.field_with_name(name)
.is_ok_and(|f| !f.is_nullable())
}) {
return Err(Error::Schema {
message: format!(
"computed column '{name}' of view '{}' cannot hold NULL; recreate the view",
view.name()
),
});
}
ensure_declarations_are_planned(&physical)?;
let physical_planned: Vec<&FieldRef> = physical
.fields()
.iter()
.map(|f| (f.name().clone(), f.data_type().clone(), f.is_nullable()))
.filter(|f| computed_column_from_field(f).is_none())
.collect();
if planned_shape != physical_shape {
// A projected column that became nullable at the source still fits the
// view's nullable field; the reverse would not.
let matches = planned_fields.len() == physical_planned.len()
&& planned_fields.iter().zip(&physical_planned).all(|(e, p)| {
e.name() == p.name()
&& e.data_type() == p.data_type()
&& (p.is_nullable() || !e.is_nullable())
});
if !matches {
return Err(Error::Schema {
message: format!(
"the stored definition of view '{}' does not produce this \
@@ -229,11 +254,18 @@ pub(crate) async fn execute_refresh(
.get(SOURCE_VERSION_TS_META_KEY)
.and_then(|raw| raw.parse().ok());
// The watermark speaks only for the view state its refresh left behind;
// any other commit on the view since then is drift.
let view_intact = metadata
// any other commit on the view since then is drift, except a fill of its
// computed columns, which rewrites nothing refresh certifies.
let recorded_view_version = metadata
.get(VIEW_VERSION_META_KEY)
.and_then(|raw| raw.parse::<u64>().ok())
== Some(view_ds.version().version);
.and_then(|raw| raw.parse::<u64>().ok());
let view_intact = match recorded_view_version {
Some(recorded) if recorded == view_ds.version().version => true,
Some(recorded) if recorded < view_ds.version().version => {
only_computed_rewrites_since(&view_ds, recorded).await?
}
_ => false,
};
if !full && watermark == Some(source_version) && view_intact && recorded_ts == Some(source_ts) {
return Ok(RefreshMaterializedViewResult {
@@ -1090,6 +1122,69 @@ struct RowScope {
limit: Option<u64>,
}
/// Whether every commit on the view after `recorded` is a fill of its
/// computed columns: a column rewrite or data replacement touching only
/// those fields and neither adding nor removing rows. A version whose
/// transaction cannot be read is not proven, so it counts as drift.
async fn only_computed_rewrites_since(view_ds: &Dataset, recorded: u64) -> Result<bool> {
// A fill may write any field under a computed column, so the whole
// subtree counts, not only the root.
let physical = ArrowSchema::from(view_ds.schema());
fn subtree(field: &lance_core::datatypes::Field, ids: &mut Vec<u32>) {
ids.push(field.id as u32);
for child in &field.children {
subtree(child, ids);
}
}
let mut computed_fields = Vec::new();
for column in computed_columns(&physical) {
if let Some(field) = view_ds.schema().field(&column.name) {
subtree(field, &mut computed_fields);
}
}
if computed_fields.is_empty() {
return Ok(false);
}
for version in recorded + 1..=view_ds.version().version {
let Some(transaction) = view_ds.read_transaction_by_version(version).await? else {
return Ok(false);
};
let fill = match &transaction.operation {
Operation::Update {
removed_fragment_ids,
new_fragments,
fields_modified,
update_mode: Some(UpdateMode::RewriteColumns),
..
} => {
removed_fragment_ids.is_empty()
&& new_fragments.is_empty()
&& !fields_modified.is_empty()
&& fields_modified
.iter()
.all(|field| computed_fields.contains(field))
}
// What `refresh_column` commits for a SQL declaration.
Operation::DataReplacement { replacements } => {
!replacements.is_empty()
&& replacements.iter().all(|group| {
!group.1.fields.is_empty()
&& group
.1
.fields
.iter()
.all(|field| computed_fields.contains(&(*field as u32)))
})
}
_ => false,
};
if !fill {
return Ok(false);
}
}
Ok(true)
}
async fn compute_stream(
source: &Dataset,
definition: &MaterializedViewDefinition,
@@ -1158,6 +1253,10 @@ async fn compute_stream(
let batch = batch.map_err(|e| DataFusionError::External(Box::new(e)))?;
let mut columns = Vec::with_capacity(out_schema.fields().len());
for field in out_schema.fields() {
if computed_column_from_field(field).is_some() {
columns.push(new_null_array(field.data_type(), batch.num_rows()));
continue;
}
let name = if field.name() == SOURCE_ROW_ID_COLUMN {
ROW_ID
} else {
@@ -2768,7 +2867,7 @@ mod tests {
let (conn, source) = db_with_source(vec![1]).await;
let prepared = crate::materialized_view::prepare_declaration(
&source,
&[("x".into(), "x".into()), ("twice".into(), "x * 2".into())],
Some(&[("x".into(), "x".into()), ("twice".into(), "x * 2".into())]),
None,
None,
)
@@ -3132,4 +3231,424 @@ mod tests {
let err = view.refresh().execute().await.unwrap_err();
assert!(err.to_string().contains("source table 'src'"), "{err}");
}
/// A view with a computed column, declared over `people` and refreshed.
async fn refreshed_computed_view(conn: &Connection) -> MaterializedView {
use crate::materialized_view::tests::{computed_field, people, test_binding};
let source = people(conn).await;
let view = crate::materialized_view::prepare_declaration(
&source,
Some(&[
("id".to_string(), "id".to_string()),
("name".to_string(), "name".to_string()),
]),
None,
None,
)
.await
.unwrap()
.with_computed_columns(
vec![(2, computed_field("emb", "fb_1", "name"))],
&[test_binding("fb_1", "name", "emb")],
)
.unwrap()
.create("v")
.await
.unwrap();
let result = view.refresh().execute().await.unwrap();
assert_eq!(result.mode, RefreshMode::Rebuild);
view
}
async fn unfilled(view: &MaterializedView) -> usize {
view.table()
.count_rows(Some("emb IS NULL".to_string()))
.await
.unwrap()
}
async fn append_people(conn: &Connection, ids: Vec<i32>, names: Vec<&str>) {
let batch = record_batch!(("id", Int32, ids), ("name", Utf8, names)).unwrap();
conn.open_table("people")
.execute()
.await
.unwrap()
.add(batch)
.execute()
.await
.unwrap();
}
/// Commit the fill job's shape on the view: a column rewrite of
/// `fields`, touching no rows. The data is left as it is; what matters
/// here is how the next refresh classifies the commit.
async fn commit_column_rewrite(view: &MaterializedView, fields: &[&str]) {
let native = view.table().as_native().unwrap();
native.dataset.reload().await.unwrap();
let dataset = native.dataset.get().await.unwrap().as_ref().clone();
let fields_modified = fields
.iter()
.map(|name| dataset.schema().field(name).unwrap().id as u32)
.collect();
let updated_fragments = dataset
.get_fragments()
.iter()
.map(|fragment| fragment.metadata().clone())
.collect();
let operation = Operation::Update {
removed_fragment_ids: Vec::new(),
updated_fragments,
new_fragments: Vec::new(),
fields_modified,
compacted_sstables: Vec::new(),
fields_for_preserving_frag_bitmap: Vec::new(),
update_mode: Some(UpdateMode::RewriteColumns),
inserted_rows_filter: None,
updated_fragment_offsets: None,
};
let read_version = dataset.version().version;
CommitBuilder::new(WriteDestination::Dataset(Arc::new(dataset)))
.execute(Transaction::new(read_version, operation, None))
.await
.unwrap();
}
/// Refresh never computes a computed column: every row it writes, on a
/// rebuild, an append and a rewrite, carries NULL there, and the
/// declaration survives all three.
#[tokio::test]
async fn test_computed_columns_are_written_null_and_kept() {
let conn = connect("memory://").execute().await.unwrap();
let view = refreshed_computed_view(&conn).await;
assert_eq!(unfilled(&view).await, 3);
append_people(&conn, vec![4, 5], vec!["d", "e"]).await;
let result = view.refresh().execute().await.unwrap();
assert_eq!(result.mode, RefreshMode::Incremental);
assert_eq!(unfilled(&view).await, 5);
conn.open_table("people")
.execute()
.await
.unwrap()
.update()
.column("name", "'z'")
.only_if("id = 1")
.execute()
.await
.unwrap();
view.refresh().execute().await.unwrap();
assert_eq!(unfilled(&view).await, 5);
assert_eq!(read(view.table(), "id").await, vec![1, 2, 3, 4, 5]);
let schema = view.table().schema().await.unwrap();
assert!(
crate::table::computed_columns::function_bindings(&schema)
.unwrap()
.iter()
.any(|b| b.binding_id() == "fb_1"),
"the binding envelope was lost"
);
assert!(
computed_column_from_field(schema.field_with_name("emb").unwrap()).is_some(),
"the declaration was lost"
);
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::NoOp
);
}
/// The fill job's commit rewrites only computed columns. It is the one
/// commit on a view that is not drift: the next refresh carries on from
/// its watermark instead of rebuilding, which would null what the fill
/// just wrote.
#[tokio::test]
async fn test_a_computed_column_fill_is_not_drift() {
let conn = connect("memory://").execute().await.unwrap();
let view = refreshed_computed_view(&conn).await;
commit_column_rewrite(&view, &["emb"]).await;
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::NoOp
);
commit_column_rewrite(&view, &["emb"]).await;
append_people(&conn, vec![4], vec!["d"]).await;
let result = view.refresh().execute().await.unwrap();
assert_eq!(result.mode, RefreshMode::Incremental);
assert_eq!(result.rows_written, 1);
assert_eq!(read(view.table(), "id").await, vec![1, 2, 3, 4]);
}
/// A column rewrite that reaches a projected column is drift like any
/// other write: refresh certifies those columns and must recompute them.
#[tokio::test]
async fn test_a_rewrite_of_a_projected_column_is_drift() {
let conn = connect("memory://").execute().await.unwrap();
let view = refreshed_computed_view(&conn).await;
commit_column_rewrite(&view, &["emb", "name"]).await;
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::Rebuild
);
}
/// The declaration contract is checked before any refresh mutation: a
/// missing binding envelope and a column that lost its declaration both
/// fail closed.
#[tokio::test]
async fn test_a_broken_declaration_is_refused_before_refresh() {
let conn = connect("memory://").execute().await.unwrap();
let view = refreshed_computed_view(&conn).await;
let native = view.table().as_native().unwrap();
let mut dataset = native.dataset.get().await.unwrap().as_ref().clone();
dataset
.update_schema_metadata(vec![(
crate::table::computed_columns::FUNCTION_BINDINGS_META_KEY.to_string(),
None,
)])
.await
.unwrap();
let err = view.refresh().execute().await.unwrap_err().to_string();
assert!(err.contains("references missing binding 'fb_1'"), "{err}");
let conn = connect("memory://").execute().await.unwrap();
let view = refreshed_computed_view(&conn).await;
let native = view.table().as_native().unwrap();
let mut dataset = native.dataset.get().await.unwrap().as_ref().clone();
dataset
.replace_field_metadata(vec![(
dataset.schema().field("emb").unwrap().id as u32,
HashMap::new(),
)])
.await
.unwrap();
let err = view.refresh().execute().await.unwrap_err().to_string();
assert!(err.contains("does not match binding 'fb_1'"), "{err}");
}
/// An input the view does not project is materialized on every refresh
/// path, before the provenance column, with the source's values.
#[tokio::test]
async fn test_internal_inputs_are_materialized_and_refreshed() {
use crate::materialized_view::tests::{computed_field, strict_people, test_binding};
let conn = connect("memory://").execute().await.unwrap();
let source = strict_people(&conn).await;
let mut prepared = crate::materialized_view::prepare_declaration(
&source,
Some(&[("id".to_string(), "id".to_string())]),
None,
None,
)
.await
.unwrap();
let input = prepared.input_column("name").unwrap();
let view = prepared
.with_computed_columns(
vec![(1, computed_field("emb", "fb_1", &input))],
&[test_binding("fb_1", &input, "emb")],
)
.unwrap()
.create("v")
.await
.unwrap();
let names: Vec<String> = view
.table()
.schema()
.await
.unwrap()
.fields()
.iter()
.map(|f| f.name().clone())
.collect();
assert_eq!(names, ["id", "emb", "__input_name", SOURCE_ROW_ID_COLUMN]);
let unfilled_inputs = || async {
view.table()
.count_rows(Some("__input_name IS NULL".to_string()))
.await
.unwrap()
};
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::Rebuild
);
assert_eq!(view.table().count_rows(None).await.unwrap(), 3);
assert_eq!(unfilled_inputs().await, 0);
let more = arrow_array::RecordBatch::try_new(
source.schema().await.unwrap(),
vec![
Arc::new(Int32Array::from(vec![4])),
Arc::new(arrow_array::StringArray::from(vec!["d"])),
],
)
.unwrap();
source.add(more).execute().await.unwrap();
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::Incremental
);
assert_eq!(unfilled_inputs().await, 0);
assert_eq!(
view.table()
.count_rows(Some("__input_name = 'd'".to_string()))
.await
.unwrap(),
1
);
source
.update()
.column("name", "'z'")
.only_if("id = 1")
.execute()
.await
.unwrap();
view.refresh().execute().await.unwrap();
assert_eq!(
view.table()
.count_rows(Some("__input_name = 'z'".to_string()))
.await
.unwrap(),
1
);
assert_eq!(
unfilled(&view).await,
4,
"rewritten and new rows are unfilled"
);
}
/// A SQL declaration is filled by `refresh_column` on the view, which
/// commits a data replacement; the next refresh continues from its
/// watermark and keeps what the fill wrote, and only rows the view added
/// since come back unfilled.
#[tokio::test]
async fn test_a_sql_fill_is_not_drift() {
use crate::materialized_view::tests::{people, sql_field};
let conn = connect("memory://").execute().await.unwrap();
let source = people(&conn).await;
let view = crate::materialized_view::prepare_declaration(
&source,
Some(&[("id".to_string(), "id".to_string())]),
None,
None,
)
.await
.unwrap()
.with_computed_columns(
vec![(
1,
sql_field("next", arrow_schema::DataType::Int32, "id + 1", r#"["id"]"#),
)],
&[],
)
.unwrap()
.create("v")
.await
.unwrap();
let filled = || async {
view.table()
.count_rows(Some("next = id + 1".to_string()))
.await
.unwrap()
};
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::Rebuild
);
assert_eq!(
view.table()
.refresh_column("next")
.await
.unwrap()
.rows_filled,
3
);
assert_eq!(filled().await, 3);
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::NoOp
);
assert_eq!(filled().await, 3);
append_people(&conn, vec![4], vec!["d"]).await;
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::Incremental
);
assert_eq!(filled().await, 3);
assert_eq!(
view.table()
.refresh_column("next")
.await
.unwrap()
.rows_filled,
1
);
assert_eq!(filled().await, 4);
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::NoOp
);
}
/// A fill of a nested computed column writes its child fields; that is
/// still a fill, not drift.
#[tokio::test]
async fn test_a_nested_sql_fill_is_not_drift() {
use crate::materialized_view::tests::{people, sql_field};
let conn = connect("memory://").execute().await.unwrap();
let source = people(&conn).await;
let payload = sql_field(
"payload",
arrow_schema::DataType::Struct(
vec![arrow_schema::Field::new(
"value",
arrow_schema::DataType::Utf8,
true,
)]
.into(),
),
"named_struct('value', name)",
r#"["name"]"#,
);
let view = crate::materialized_view::prepare_declaration(
&source,
Some(&[("name".to_string(), "name".to_string())]),
None,
None,
)
.await
.unwrap()
.with_computed_columns(vec![(1, payload)], &[])
.unwrap()
.create("v")
.await
.unwrap();
view.refresh().execute().await.unwrap();
assert_eq!(
view.table()
.refresh_column("payload")
.await
.unwrap()
.rows_filled,
3
);
assert_eq!(
view.refresh().execute().await.unwrap().mode,
RefreshMode::NoOp
);
assert_eq!(
view.table()
.count_rows(Some("payload.value = name".to_string()))
.await
.unwrap(),
3
);
}
}
+3 -2
View File
@@ -2804,7 +2804,7 @@ impl NativeTable {
namespace_client: Option<Arc<dyn LanceNamespace>>,
pushdown_operations: HashSet<NamespaceClientPushdownOperation>,
) -> Result<Self> {
computed_columns::ensure_no_foreign_declarations(batches.arrow_schema().fields())?;
let batches = computed_columns::admit_create_source(batches)?;
// Default params uses format v1.
let params = params.unwrap_or(WriteParams {
..Default::default()
@@ -2904,6 +2904,7 @@ impl NativeTable {
pushdown_operations: HashSet<NamespaceClientPushdownOperation>,
session: Option<Arc<lance::session::Session>>,
) -> Result<Self> {
let batches = computed_columns::admit_create_source(batches)?;
// Build table_id from namespace + name for the storage options provider
let mut table_id = namespace.clone();
table_id.push(name.to_string());
@@ -5677,7 +5678,7 @@ mod tests {
TableStatistics {
num_rows: 250,
num_indices: 0,
total_bytes: 8925,
total_bytes: 8969,
fragment_stats: FragmentStatistics {
num_fragments: 11,
num_small_fragments: 11,
+152 -1
View File
@@ -21,6 +21,7 @@
//! [`computed_columns`] and [`computed_column_from_field`] read declarations
//! back off a schema.
use futures::StreamExt;
use std::collections::{BTreeSet, HashMap, HashSet};
use std::sync::Arc;
@@ -1338,6 +1339,106 @@ pub(crate) fn ensure_batch_writes_no_computed_values(
Ok(())
}
/// Validate every computed-column declaration `schema` carries against the
/// schema itself: every field with declaration metadata is a complete
/// declaration, a SQL declaration re-plans to the field it declares, a
/// Function declaration satisfies the binding contract, and no declaration
/// reads another computed column. What passes here is what `refresh_column`
/// can execute.
pub(crate) fn ensure_declarations_are_planned(schema: &ArrowSchema) -> Result<()> {
let invalid = |message: String| Error::InvalidInput { message };
// A field with any declaration key is a declaration; a partial one is
// not "no declaration", it is a broken one.
for field in schema.fields() {
if field.metadata().keys().any(|k| is_declaration_key(k))
&& computed_column_from_field(field).is_none()
{
return Err(invalid(format!(
"field '{}' carries an incomplete computed-column declaration",
field.name()
)));
}
}
let declared: HashSet<String> = computed_columns(schema)
.into_iter()
.map(|c| c.name)
.collect();
for column in computed_columns(schema) {
let field = schema.field_with_name(&column.name)?;
if !field.is_nullable() {
return Err(invalid(format!(
"computed column '{}' must be nullable until a refresh fills it",
column.name
)));
}
match &column.kind {
ComputedColumnKind::Sql { expression } => {
let others: Vec<ArrowField> = schema
.fields()
.iter()
.filter(|f| f.name() != &column.name)
.map(|f| f.as_ref().clone())
.collect();
let bound = bind(Arc::new(ArrowSchema::new(others)), &column.name, expression)?;
if let Some(input) = bound.roots.iter().find(|r| declared.contains(*r)) {
return Err(invalid(format!(
"computed column '{}' reads computed column '{input}'",
column.name
)));
}
if &bound.data_type != field.data_type() {
return Err(invalid(format!(
"computed column '{}' is declared as {} but its expression yields {}",
column.name,
field.data_type(),
bound.data_type
)));
}
let mut declared_inputs = column.inputs.clone();
declared_inputs.sort();
if declared_inputs != bound.inputs {
return Err(invalid(format!(
"computed column '{}' declares inputs {:?} but its expression reads {:?}",
column.name, declared_inputs, bound.inputs
)));
}
}
ComputedColumnKind::Function { binding_id, .. } => {
// The binding validator resolves each input's leaf; the
// no-computed-input rule is about the root it hangs from.
let bindings = function_bindings(schema)?;
let Some(binding) = bindings.iter().find(|b| b.binding_id() == binding_id) else {
continue; // reported by the binding validator below
};
// Roots come from the canonical path parser: a quoted
// top-level name may itself contain a dot.
if let Some(input) = binding
.inputs()
.iter()
.filter_map(|input| resolve_field_path(schema, &input.field_path).ok())
.map(|resolved| resolved.root.name().as_str())
.find(|r| declared.contains(*r))
{
return Err(invalid(format!(
"computed column '{}' reads computed column '{input}'",
column.name
)));
}
}
ComputedColumnKind::Unrecognized { kind } => {
return Err(Error::NotSupported {
message: format!(
"computed column '{}' is defined by '{kind}', which this version \
of lancedb cannot fill",
column.name
),
});
}
}
}
ensure_supported_function_metadata(schema)
}
/// Reject fields carrying declaration metadata that did not come through
/// [`plan`]. One authority for creation, overwrite and raw transforms.
pub(crate) fn ensure_no_foreign_declarations<'a>(
@@ -1796,6 +1897,54 @@ pub(super) async fn add_foreign_kind(table: &crate::Table, name: &str, kind: &st
.unwrap();
}
/// Admit a table's initial data: every declaration it carries is validated,
/// and the stream refuses any batch with values in a computed column, whose
/// values come from refresh alone. One boundary for every way a table is
/// created.
pub(crate) fn admit_create_source<S: lance_datafusion::utils::StreamingWriteSource>(
batches: S,
) -> Result<UnfilledDeclarations<S>> {
let schema = batches.arrow_schema();
ensure_declarations_are_planned(&schema)?;
let declared = computed_columns(&schema)
.into_iter()
.map(|c| c.name)
.collect();
Ok(UnfilledDeclarations {
inner: batches,
declared,
})
}
/// A write source whose computed columns must arrive unfilled.
pub(crate) struct UnfilledDeclarations<S> {
inner: S,
declared: Vec<String>,
}
impl<S: lance_datafusion::utils::StreamingWriteSource> lance_datafusion::utils::StreamingWriteSource
for UnfilledDeclarations<S>
{
fn arrow_schema(&self) -> SchemaRef {
self.inner.arrow_schema()
}
fn into_stream(self) -> datafusion_physical_plan::SendableRecordBatchStream {
if self.declared.is_empty() {
return self.inner.into_stream();
}
let schema = self.inner.arrow_schema();
let declared = self.declared;
let stream = self.inner.into_stream().map(move |batch| {
let batch = batch?;
ensure_batch_writes_no_computed_values(&declared, &batch)
.map_err(|e| datafusion_common::DataFusionError::External(Box::new(e)))?;
Ok(batch)
});
Box::pin(datafusion_physical_plan::stream::RecordBatchStreamAdapter::new(schema, stream))
}
}
#[cfg(test)]
mod tests {
/// The gate's reproducer: the validator applies the same schema-level
@@ -2646,6 +2795,8 @@ mod tests {
);
}
/// A create carries a declaration only if it re-plans completely; this
/// one lacks its inputs and is refused before its forged value matters.
#[tokio::test]
async fn test_create_table_cannot_inject_a_declaration() {
let conn = connect("memory://").execute().await.unwrap();
@@ -2673,7 +2824,7 @@ mod tests {
.await
.unwrap_err();
assert!(
matches!(&err, Error::InvalidInput { message } if message.contains("computed()")),
matches!(&err, Error::InvalidInput { message } if message.contains("computed column 'doubled'")),
"{err:?}"
);
}
+10 -2
View File
@@ -19,6 +19,7 @@ use lancedb::{
connect, connect_namespace,
database::listing::{
ListingDatabaseOptions, NewTableConfig, OPT_NEW_TABLE_ENABLE_STABLE_ROW_IDS,
OPT_NEW_TABLE_STORAGE_VERSION,
},
query::{ExecutableQuery, QueryBase},
table::{AddDataMode, CompactionOptions, OptimizeAction, OptimizeStats, WriteOptions},
@@ -146,7 +147,10 @@ async fn non_blob_table_keeps_default_format_and_row_id_setting() -> Result<()>
let schema = Arc::new(Schema::new(vec![Field::new("id", DataType::Int64, false)]));
let table = db.create_empty_table("t", schema).execute().await?;
assert!(!supports_blob_v2(storage_format_version(&table).await));
assert_eq!(
storage_format_version(&table).await,
LanceFileVersion::Stable.resolve()
);
assert!(!uses_stable_row_ids(&table).await);
Ok(())
}
@@ -809,7 +813,11 @@ async fn fetch_blobs_rejects_unknown_column() -> Result<()> {
#[tokio::test]
async fn fetch_blobs_rejects_legacy_v1_blob_column() -> Result<()> {
let tmp = tempdir().unwrap();
let db = connect(tmp.path().to_str().unwrap()).execute().await?;
// Legacy v1 blob columns are only writable at file version <= 2.1.
let db = connect(tmp.path().to_str().unwrap())
.storage_options([(OPT_NEW_TABLE_STORAGE_VERSION, "2.1")])
.execute()
.await?;
let legacy = Field::new("image", DataType::LargeBinary, true).with_metadata(
std::collections::HashMap::from([("lance-encoding:blob".to_string(), "true".to_string())]),
);