Compare commits

..

1 Commits

Author SHA1 Message Date
lancedb automation
2974b7e5c6 chore: update lance dependency to v6.0.0-beta.6 2026-04-29 07:27:24 +00:00
48 changed files with 932 additions and 2897 deletions

View File

@@ -1,5 +1,5 @@
[tool.bumpversion]
current_version = "0.28.0-beta.11"
current_version = "0.28.0-beta.10"
parse = """(?x)
(?P<major>0|[1-9]\\d*)\\.
(?P<minor>0|[1-9]\\d*)\\.

2209
Cargo.lock generated

File diff suppressed because it is too large Load Diff

View File

@@ -13,40 +13,40 @@ categories = ["database-implementations"]
rust-version = "1.91.0"
[workspace.dependencies]
lance = { "version" = "=7.0.0-beta.5", default-features = false, "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=7.0.0-beta.5", default-features = false, "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=7.0.0-beta.5", default-features = false, "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=7.0.0-beta.5", "tag" = "v7.0.0-beta.5", "git" = "https://github.com/lance-format/lance.git" }
lance = { "version" = "=6.0.0-beta.6", default-features = false, "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-core = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-datagen = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-file = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-io = { "version" = "=6.0.0-beta.6", default-features = false, "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-index = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-linalg = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-namespace-impls = { "version" = "=6.0.0-beta.6", default-features = false, "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-table = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-testing = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-datafusion = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-encoding = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
lance-arrow = { "version" = "=6.0.0-beta.6", "tag" = "v6.0.0-beta.6", "git" = "https://github.com/lance-format/lance.git" }
ahash = "0.8"
# Note that this one does not include pyarrow
arrow = { version = "58.0.0", optional = false }
arrow-array = "58.0.0"
arrow-data = "58.0.0"
arrow-ipc = "58.0.0"
arrow-ord = "58.0.0"
arrow-schema = "58.0.0"
arrow-select = "58.0.0"
arrow-cast = "58.0.0"
arrow = { version = "58.1", optional = false }
arrow-array = "58.1"
arrow-data = "58.1"
arrow-ipc = "58.1"
arrow-ord = "58.1"
arrow-schema = "58.1"
arrow-select = "58.1"
arrow-cast = "58.1"
async-trait = "0"
datafusion = { version = "53.0.0", default-features = false }
datafusion-catalog = "53.0.0"
datafusion-common = { version = "53.0.0", default-features = false }
datafusion-execution = "53.0.0"
datafusion-expr = "53.0.0"
datafusion-functions = "53.0.0"
datafusion-physical-plan = "53.0.0"
datafusion-physical-expr = "53.0.0"
datafusion-sql = "53.0.0"
datafusion = { version = "53.1", default-features = false }
datafusion-catalog = "53.1"
datafusion-common = { version = "53.1", default-features = false }
datafusion-execution = "53.1"
datafusion-expr = "53.1"
datafusion-functions = "53.1"
datafusion-physical-plan = "53.1"
datafusion-physical-expr = "53.1"
datafusion-sql = "53.1"
env_logger = "0.11"
half = { "version" = "2.7.1", default-features = false, features = [
"num-traits",
@@ -54,7 +54,7 @@ half = { "version" = "2.7.1", default-features = false, features = [
futures = "0"
log = "0.4"
moka = { version = "0.12", features = ["future"] }
object_store = "0.13.2"
object_store = "0.12.0"
pin-project = "1.0.7"
rand = "0.9"
snafu = "0.8"

View File

@@ -14,7 +14,7 @@ Add the following dependency to your `pom.xml`:
<dependency>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-core</artifactId>
<version>0.28.0-beta.11</version>
<version>0.28.0-beta.10</version>
</dependency>
```

View File

@@ -41,29 +41,6 @@ for testing purposes.
***
### manifestEnabled?
```ts
optional manifestEnabled: boolean;
```
(For LanceDB OSS only): use directory namespace manifests as the source
of truth for table metadata. Existing directory-listed root tables are
migrated into the manifest on access.
***
### namespaceClientProperties?
```ts
optional namespaceClientProperties: Record<string, string>;
```
(For LanceDB OSS only): extra properties for the backing namespace
client used by manifest-enabled native connections.
***
### readConsistencyInterval?
```ts

View File

@@ -8,7 +8,7 @@
<parent>
<groupId>com.lancedb</groupId>
<artifactId>lancedb-parent</artifactId>
<version>0.28.0-beta.11</version>
<version>0.28.0-beta.10</version>
<relativePath>../pom.xml</relativePath>
</parent>

View File

@@ -6,7 +6,7 @@
<groupId>com.lancedb</groupId>
<artifactId>lancedb-parent</artifactId>
<version>0.28.0-beta.11</version>
<version>0.28.0-beta.10</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>7.0.0-beta.5</lance-core.version>
<lance-core.version>6.0.0-beta.6</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>

View File

@@ -1,7 +1,7 @@
[package]
name = "lancedb-nodejs"
edition.workspace = true
version = "0.28.0-beta.11"
version = "0.28.0-beta.10"
publish = false
license.workspace = true
description.workspace = true
@@ -16,7 +16,7 @@ crate-type = ["cdylib"]
async-trait.workspace = true
arrow-ipc.workspace = true
arrow-array.workspace = true
arrow-buffer = "58.0.0"
arrow-buffer = "58.1"
half.workspace = true
arrow-schema.workspace = true
env_logger.workspace = true

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-darwin-arm64",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["darwin"],
"cpu": ["arm64"],
"main": "lancedb.darwin-arm64.node",

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-arm64-gnu",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["linux"],
"cpu": ["arm64"],
"main": "lancedb.linux-arm64-gnu.node",

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-arm64-musl",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["linux"],
"cpu": ["arm64"],
"main": "lancedb.linux-arm64-musl.node",

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-x64-gnu",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["linux"],
"cpu": ["x64"],
"main": "lancedb.linux-x64-gnu.node",

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-linux-x64-musl",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["linux"],
"cpu": ["x64"],
"main": "lancedb.linux-x64-musl.node",

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-win32-arm64-msvc",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": [
"win32"
],

View File

@@ -1,6 +1,6 @@
{
"name": "@lancedb/lancedb-win32-x64-msvc",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"os": ["win32"],
"cpu": ["x64"],
"main": "lancedb.win32-x64-msvc.node",

View File

@@ -1,12 +1,12 @@
{
"name": "@lancedb/lancedb",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"lockfileVersion": 3,
"requires": true,
"packages": {
"": {
"name": "@lancedb/lancedb",
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"cpu": [
"x64",
"arm64"

View File

@@ -11,7 +11,7 @@
"ann"
],
"private": false,
"version": "0.28.0-beta.11",
"version": "0.28.0-beta.10",
"main": "dist/index.js",
"exports": {
".": "./dist/index.js",
@@ -75,6 +75,7 @@
"build:debug": "napi build --platform --dts ../lancedb/native.d.ts --js ../lancedb/native.js --output-dir lancedb",
"postbuild:debug": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
"build:release": "napi build --platform --release --dts ../lancedb/native.d.ts --js ../lancedb/native.js --output-dir dist",
"postbuild:release": "shx mkdir -p dist && shx cp lancedb/*.node dist/",
"build": "npm run build:debug && npm run tsc",
"build-release": "npm run build:release && npm run tsc",
"tsc": "tsc -b",

View File

@@ -67,12 +67,6 @@ impl Connection {
builder = builder.storage_option(key, value);
}
}
if let Some(manifest_enabled) = options.manifest_enabled {
builder = builder.manifest_enabled(manifest_enabled);
}
if let Some(namespace_client_properties) = options.namespace_client_properties {
builder = builder.namespace_client_properties(namespace_client_properties);
}
// Create client config, optionally with header provider
let client_config = options.client_config.unwrap_or_default();

View File

@@ -37,13 +37,6 @@ pub struct ConnectionOptions {
///
/// The available options are described at https://docs.lancedb.com/storage/
pub storage_options: Option<HashMap<String, String>>,
/// (For LanceDB OSS only): use directory namespace manifests as the source
/// of truth for table metadata. Existing directory-listed root tables are
/// migrated into the manifest on access.
pub manifest_enabled: Option<bool>,
/// (For LanceDB OSS only): extra properties for the backing namespace
/// client used by manifest-enabled native connections.
pub namespace_client_properties: Option<HashMap<String, String>>,
/// (For LanceDB OSS only): the session to use for this connection. Holds
/// shared caches and other session-specific state.
pub session: Option<session::Session>,

View File

@@ -1,5 +1,5 @@
[tool.bumpversion]
current_version = "0.31.0-beta.11"
current_version = "0.31.0-beta.10"
parse = """(?x)
(?P<major>0|[1-9]\\d*)\\.
(?P<minor>0|[1-9]\\d*)\\.

View File

@@ -1,6 +1,6 @@
[package]
name = "lancedb-python"
version = "0.31.0-beta.11"
version = "0.31.0-beta.10"
publish = false
edition.workspace = true
description = "Python bindings for LanceDB"
@@ -15,7 +15,7 @@ name = "_lancedb"
crate-type = ["cdylib"]
[dependencies]
arrow = { version = "58.0.0", features = ["pyarrow"] }
arrow = { workspace = true, features = ["pyarrow"] }
async-trait = "0.1"
bytes = "1"
lancedb = { path = "../rust/lancedb", default-features = false }
@@ -35,8 +35,7 @@ futures.workspace = true
serde = "1"
serde_json = "1"
snafu.workspace = true
tokio = { version = "1.40", features = ["sync", "rt-multi-thread"] }
libc = "0.2"
tokio = { version = "1.40", features = ["sync"] }
[build-dependencies]
pyo3-build-config = { version = "0.28", features = [

View File

@@ -7,6 +7,7 @@ import os
from concurrent.futures import ThreadPoolExecutor
from datetime import timedelta
from typing import Dict, Optional, Union, Any, List
import warnings
__version__ = importlib.metadata.version("lancedb")
@@ -72,7 +73,6 @@ def connect(
client_config: Union[ClientConfig, Dict[str, Any], None] = None,
storage_options: Optional[Dict[str, str]] = None,
session: Optional[Session] = None,
manifest_enabled: bool = False,
namespace_client_impl: Optional[str] = None,
namespace_client_properties: Optional[Dict[str, str]] = None,
namespace_client_pushdown_operations: Optional[List[str]] = None,
@@ -111,10 +111,6 @@ def connect(
storage_options: dict, optional
Additional options for the storage backend. See available options at
<https://docs.lancedb.com/storage/>
manifest_enabled : bool, default False
When true for local/native connections, use directory namespace
manifests as the source of truth for table metadata. Existing
directory-listed root tables are migrated into the manifest on access.
session: Session, optional
(For LanceDB OSS only)
A session to use for this connection. Sessions allow you to configure
@@ -162,11 +158,11 @@ def connect(
conn : DBConnection
A connection to a LanceDB database.
"""
if namespace_client_impl is not None:
if namespace_client_properties is None:
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(
"namespace_client_properties must be provided when "
"namespace_client_impl is set"
"Both namespace_client_impl and "
"namespace_client_properties must be provided"
)
if kwargs:
raise ValueError(f"Unknown keyword arguments: {kwargs}")
@@ -179,12 +175,6 @@ def connect(
namespace_client_pushdown_operations=namespace_client_pushdown_operations,
)
if namespace_client_properties is not None and not manifest_enabled:
raise ValueError(
"namespace_client_impl must be provided when using "
"namespace_client_properties unless manifest_enabled=True"
)
if namespace_client_pushdown_operations is not None:
raise ValueError(
"namespace_client_pushdown_operations is only valid when "
@@ -222,8 +212,6 @@ def connect(
read_consistency_interval=read_consistency_interval,
storage_options=storage_options,
session=session,
manifest_enabled=manifest_enabled,
namespace_client_properties=namespace_client_properties,
)
@@ -301,8 +289,6 @@ def deserialize_conn(
parsed["uri"],
read_consistency_interval=rci,
storage_options=storage_options,
manifest_enabled=parsed.get("manifest_enabled", False),
namespace_client_properties=parsed.get("namespace_client_properties"),
)
else:
raise ValueError(f"Unknown connection_type: {connection_type}")
@@ -318,8 +304,6 @@ async def connect_async(
client_config: Optional[Union[ClientConfig, Dict[str, Any]]] = None,
storage_options: Optional[Dict[str, str]] = None,
session: Optional[Session] = None,
manifest_enabled: bool = False,
namespace_client_properties: Optional[Dict[str, str]] = None,
) -> AsyncConnection:
"""Connect to a LanceDB database.
@@ -359,13 +343,6 @@ async def connect_async(
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.
manifest_enabled : bool, default False
When true for local/native connections, use directory namespace
manifests as the source of truth for table metadata. Existing
directory-listed root tables are migrated into the manifest on access.
namespace_client_properties : dict, optional
Additional directory namespace client properties to use with
``manifest_enabled=True``.
Examples
--------
@@ -408,8 +385,6 @@ async def connect_async(
client_config,
storage_options,
session,
manifest_enabled,
namespace_client_properties,
)
)
@@ -437,3 +412,13 @@ __all__ = [
"Table",
"__version__",
]
def __warn_on_fork():
warnings.warn(
"lance is not fork-safe. If you are using multiprocessing, use spawn instead.",
)
if hasattr(os, "register_at_fork"):
os.register_at_fork(before=__warn_on_fork) # type: ignore[attr-defined]

View File

@@ -242,8 +242,6 @@ async def connect(
client_config: Optional[Union[ClientConfig, Dict[str, Any]]],
storage_options: Optional[Dict[str, str]],
session: Optional[Session],
manifest_enabled: bool = False,
namespace_client_properties: Optional[Dict[str, str]] = None,
) -> Connection: ...
class RecordBatchStream:
@@ -442,7 +440,7 @@ class AsyncPermutationBuilder:
async def execute(self) -> Table: ...
def async_permutation_builder(
table: Table,
table: Table, dest_table_name: str
) -> AsyncPermutationBuilder: ...
def fts_query_to_json(query: Any) -> str: ...

View File

@@ -2,9 +2,7 @@
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
import asyncio
import os
import threading
import warnings
class BackgroundEventLoop:
@@ -15,9 +13,6 @@ class BackgroundEventLoop:
"""
def __init__(self):
self._start()
def _start(self):
self.loop = asyncio.new_event_loop()
self.thread = threading.Thread(
target=self.loop.run_forever,
@@ -36,30 +31,3 @@ class BackgroundEventLoop:
LOOP = BackgroundEventLoop()
_FORK_WARNED = False
def _reset_after_fork():
# Threads do not survive fork(), so the asyncio loop in LOOP.thread is
# dead in the child. Re-initialize the singleton in place so existing
# `from .background_loop import LOOP` references in other modules see
# the new state. The Rust-side tokio runtime is reset analogously by a
# pthread_atfork hook installed in the _lancedb extension.
LOOP._start()
global _FORK_WARNED
if not _FORK_WARNED:
_FORK_WARNED = True
warnings.warn(
"lancedb fork support is experimental: the internal async "
"runtime has been reset in the forked child, but a small chance "
"of deadlock remains if other state was mid-operation at fork "
"time. The 'forkserver' or 'spawn' multiprocessing start method "
"is likely a safer alternative.",
RuntimeWarning,
stacklevel=2,
)
if hasattr(os, "register_at_fork"):
os.register_at_fork(after_in_child=_reset_after_fork)

View File

@@ -590,13 +590,8 @@ class LanceDBConnection(DBConnection):
read_consistency_interval: Optional[timedelta] = None,
storage_options: Optional[Dict[str, str]] = None,
session: Optional[Session] = None,
manifest_enabled: bool = False,
namespace_client_properties: Optional[Dict[str, str]] = None,
_inner: Optional[LanceDbConnection] = None,
):
self.storage_options = storage_options
self._manifest_enabled = manifest_enabled
self._namespace_client_properties = namespace_client_properties
if _inner is not None:
self._conn = _inner
self._cached_namespace_client = None
@@ -638,8 +633,6 @@ class LanceDBConnection(DBConnection):
None,
storage_options,
session,
manifest_enabled,
namespace_client_properties,
)
# TODO: It would be nice if we didn't store self.storage_options but it is
@@ -647,6 +640,7 @@ class LanceDBConnection(DBConnection):
# work because some paths like LanceDBConnection.from_inner will lose the
# storage_options. Also, this class really shouldn't be holding any state
# beyond _conn.
self.storage_options = storage_options
self._conn = AsyncConnection(LOOP.run(do_connect()))
self._cached_namespace_client: Optional[LanceNamespace] = None
@@ -683,8 +677,6 @@ class LanceDBConnection(DBConnection):
"connection_type": "local",
"uri": self.uri,
"storage_options": self.storage_options,
"manifest_enabled": self._manifest_enabled,
"namespace_client_properties": self._namespace_client_properties,
"read_consistency_interval_seconds": (
rci.total_seconds() if rci else None
),

View File

@@ -1,11 +1,10 @@
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
import copy
import json
from deprecation import deprecated
from lancedb import AsyncConnection, DBConnection
import pyarrow as pa
import json
from ._lancedb import async_permutation_builder, PermutationReader
from .table import LanceTable
@@ -37,7 +36,10 @@ class PermutationBuilder:
be referenced by name in the future. If names are not provided then they can only
be referenced by their ordinal index. There is no requirement to name every split.
The permutation is stored in memory and will be lost when the program exits.
By default, the permutation will be stored in memory and will be lost when the
program exits. To persist the permutation (for very large datasets or to share
the permutation across multiple workers) use the [persist](#persist) method to
create a permanent table.
"""
def __init__(self, table: LanceTable):
@@ -49,6 +51,15 @@ class PermutationBuilder:
"""
self._async = async_permutation_builder(table)
def persist(
self, database: Union[DBConnection, AsyncConnection], table_name: str
) -> "PermutationBuilder":
"""
Persist the permutation to the given database.
"""
self._async.persist(database, table_name)
return self
def split_random(
self,
*,
@@ -369,44 +380,20 @@ class Permutation:
def __init__(
self,
base_table: LanceTable,
permutation_table: Optional[LanceTable],
split: int,
reader: PermutationReader,
selection: dict[str, str],
batch_size: int,
transform_fn: Callable[pa.RecordBatch, Any],
offset: Optional[int] = None,
limit: Optional[int] = None,
connection_factory: Optional[Callable[[str], LanceTable]] = None,
_reader: Optional[PermutationReader] = None,
):
"""
Internal constructor. Use [from_tables](#from_tables) instead.
"""
assert base_table is not None, "base_table is required"
assert reader is not None, "reader is required"
assert selection is not None, "selection is required"
self.base_table = base_table
self.permutation_table = permutation_table
self.split = split
self.reader = reader
self.selection = selection
self.transform_fn = transform_fn
self.batch_size = batch_size
self.offset = offset
self.limit = limit
self.connection_factory = connection_factory
if _reader is None:
_reader = LOOP.run(self._build_reader())
self.reader: PermutationReader = _reader
async def _build_reader(self) -> PermutationReader:
reader = await PermutationReader.from_tables(
self.base_table, self.permutation_table, self.split
)
if self.offset is not None:
reader = await reader.with_offset(self.offset)
if self.limit is not None:
reader = await reader.with_limit(self.limit)
return reader
def _with_selection(self, selection: dict[str, str]) -> "Permutation":
"""
@@ -415,97 +402,21 @@ class Permutation:
Does not validation of the selection and it replaces it entirely. This is not
intended for public use.
"""
new = copy.copy(self)
new.selection = selection
return new
return Permutation(self.reader, selection, self.batch_size, self.transform_fn)
def _with_reader(self, reader: PermutationReader) -> "Permutation":
"""
Creates a new permutation with the given reader
This is an internal method and should not be used directly.
"""
return Permutation(reader, self.selection, self.batch_size, self.transform_fn)
def with_batch_size(self, batch_size: int) -> "Permutation":
"""
Creates a new permutation with the given batch size
"""
new = copy.copy(self)
new.batch_size = batch_size
return new
def with_connection_factory(
self, connection_factory: Callable[[str], LanceTable]
) -> "Permutation":
"""
Creates a new permutation that will use ``connection_factory`` to reopen
the base table when this permutation is unpickled in a worker process.
The factory is a callable that takes a single argument — the base table
name — and returns a [LanceTable]. It must be picklable; the worker
will pickle it via standard ``pickle`` and call it to recover the base
table. Picklable callables in practice means top-level (module-level)
functions, ``functools.partial`` of such functions, or instances of
picklable classes implementing ``__call__``. Lambdas and closures over
local variables don't pickle with the default protocol.
Setting a factory is necessary when the URI alone is not enough to
re-open the connection — most importantly for LanceDB Cloud (``db://``)
connections, where ``api_key`` and ``region`` aren't recoverable from
the connection object after construction.
For local file or cloud-storage paths the factory is optional: if not
set, ``__getstate__`` falls back to capturing
``(uri, storage_options, namespace_path)`` and re-opening via
``lancedb.connect(uri, storage_options=...)``.
Examples
--------
Basic native (file-system path), parameterized via ``functools.partial``::
import functools, lancedb
from lancedb.permutation import Permutation
def open_native_table(uri: str, table_name: str):
return lancedb.connect(uri).open_table(table_name)
factory = functools.partial(open_native_table, "/data/lance_db")
permutation = Permutation.identity(
factory("training")
).with_connection_factory(factory)
Native via :func:`lancedb.connect_namespace` (e.g. a directory- or
REST-backed namespace client). The factory takes the
implementation name and properties dict as partial-bound args so
the worker can rebuild the same namespace connection::
def open_via_namespace(
impl: str, properties: dict[str, str], table_name: str,
):
return lancedb.connect_namespace(impl, properties).open_table(
table_name,
)
factory = functools.partial(
open_via_namespace,
"dir",
{"root": "/data/lance_db"},
)
LanceDB Cloud, reading credentials from env vars at worker startup
so secrets aren't pickled into the dataset::
import os, lancedb
def open_remote_table(table_name: str):
db = lancedb.connect(
"db://my-database",
api_key=os.environ["LANCEDB_API_KEY"],
region=os.environ.get("LANCEDB_REGION", "us-east-1"),
)
return db.open_table(table_name)
permutation = Permutation.identity(
open_remote_table("training")
).with_connection_factory(open_remote_table)
"""
assert connection_factory is not None, "connection_factory is required"
new = copy.copy(self)
new.connection_factory = connection_factory
return new
return Permutation(self.reader, self.selection, batch_size, self.transform_fn)
@classmethod
def identity(cls, table: LanceTable) -> "Permutation":
@@ -578,126 +489,11 @@ class Permutation:
schema = await reader.output_schema(None)
initial_selection = {name: name for name in schema.names}
return cls(
base_table,
permutation_table,
split,
initial_selection,
DEFAULT_BATCH_SIZE,
Transforms.arrow2python,
_reader=reader,
reader, initial_selection, DEFAULT_BATCH_SIZE, Transforms.arrow2python
)
return LOOP.run(do_from_tables())
def __getstate__(self) -> dict[str, Any]:
"""Build a picklable state dict for this permutation.
The base table is captured either via a user-supplied
``connection_factory`` (see [with_connection_factory]) or, as a
fallback, by introspecting ``(uri, storage_options, namespace_path)``
on the connection. The permutation table — always an in-memory
LanceDB table — is captured as a pyarrow Table (which pickles via
Arrow IPC natively). The reader is dropped from the wire format;
``__setstate__`` rebuilds it from the restored tables.
"""
permutation_data: Optional[pa.Table] = None
if self.permutation_table is not None:
permutation_data = self.permutation_table.to_arrow()
common = {
"base_table_name": self.base_table.name,
"permutation_data": permutation_data,
"split": self.split,
"selection": self.selection,
"batch_size": self.batch_size,
"transform_fn": self.transform_fn,
"offset": self.offset,
"limit": self.limit,
"connection_factory": self.connection_factory,
}
if self.connection_factory is not None:
# The factory carries enough state to recover the base table on
# its own; we don't need to capture the URI / storage options /
# namespace from the existing connection.
return common
# URI-introspection fallback: only viable for native (OSS) connections
# where (uri, storage_options) is enough to reopen. Remote / cloud
# connections don't expose recoverable api_key / region — those users
# must call with_connection_factory().
try:
base_uri = self.base_table._conn.uri
storage_options = self.base_table._conn.storage_options
except AttributeError as e:
raise ValueError(
"Cannot pickle this Permutation: the base table's connection "
"does not expose a uri/storage_options, which usually means it "
"is a remote (LanceDB Cloud) connection. Call "
"Permutation.with_connection_factory(...) first to provide a "
"picklable callable that re-opens the base table from a worker "
"process."
) from e
if base_uri.startswith("memory://"):
# In-memory base tables don't exist in any worker process by
# default, so dump the entire base table into the pickle. This
# can be expensive for large datasets — users with large
# in-memory base tables should either persist them or set a
# connection_factory.
return {
**common,
"base_table_data": self.base_table.to_arrow(),
}
return {
**common,
"base_table_uri": base_uri,
"base_table_namespace": self.base_table._namespace_path,
"base_table_storage_options": storage_options,
}
def __setstate__(self, state: dict[str, Any]) -> None:
from . import connect
connection_factory = state["connection_factory"]
if connection_factory is not None:
base_table = connection_factory(state["base_table_name"])
elif "base_table_data" in state:
# In-memory base table inlined into the pickle; rebuild the same
# way we rebuild the in-memory permutation table.
mem_db = connect("memory://")
base_table = mem_db.create_table(
state["base_table_name"], state["base_table_data"]
)
else:
base_db = connect(
state["base_table_uri"],
storage_options=state["base_table_storage_options"],
)
base_table = base_db.open_table(
state["base_table_name"],
namespace_path=state["base_table_namespace"] or None,
)
permutation_table: Optional[LanceTable] = None
if state["permutation_data"] is not None:
mem_db = connect("memory://")
permutation_table = mem_db.create_table(
"permutation", state["permutation_data"]
)
self.base_table = base_table
self.permutation_table = permutation_table
self.split = state["split"]
self.selection = state["selection"]
self.batch_size = state["batch_size"]
self.transform_fn = state["transform_fn"]
self.offset = state["offset"]
self.limit = state["limit"]
self.connection_factory = connection_factory
self.reader = LOOP.run(self._build_reader())
@property
def schema(self) -> pa.Schema:
async def do_output_schema():
@@ -964,9 +760,7 @@ class Permutation:
for expensive operations such as image decoding.
"""
assert transform is not None, "transform is required"
new = copy.copy(self)
new.transform_fn = transform
return new
return Permutation(self.reader, self.selection, self.batch_size, transform)
def __getitem__(self, index: int) -> Any:
"""
@@ -1001,10 +795,12 @@ class Permutation:
"""
Skip the first `skip` rows of the permutation
"""
new = copy.copy(self)
new.offset = skip
new.reader = LOOP.run(new._build_reader())
return new
async def do_with_skip():
reader = await self.reader.with_offset(skip)
return self._with_reader(reader)
return LOOP.run(do_with_skip())
@deprecated(details="Use with_take instead")
def take(self, limit: int) -> "Permutation":
@@ -1022,10 +818,12 @@ class Permutation:
"""
Limit the permutation to `limit` rows (following any `skip`)
"""
new = copy.copy(self)
new.limit = limit
new.reader = LOOP.run(new._build_reader())
return new
async def do_with_take():
reader = await self.reader.with_limit(limit)
return self._with_reader(reader)
return LOOP.run(do_with_take())
@deprecated(details="Use with_repeat instead")
def repeat(self, times: int) -> "Permutation":

View File

@@ -1643,7 +1643,7 @@ class LanceHybridQueryBuilder(LanceQueryBuilder):
def _validate_query(self, query, vector=None, text=None):
if query is not None and (vector is not None or text is not None):
raise ValueError(
"You can either provide a string query in search() method "
"You can either provide a string query in search() method"
"or set `vector()` and `text()` explicitly for hybrid search."
"But not both."
)

View File

@@ -9,6 +9,21 @@ from lancedb import DBConnection, Table, connect
from lancedb.permutation import Permutation, Permutations, permutation_builder
def test_permutation_persistence(tmp_path):
db = connect(tmp_path)
tbl = db.create_table("test_table", pa.table({"x": range(100), "y": range(100)}))
permutation_tbl = (
permutation_builder(tbl).shuffle().persist(db, "test_permutation").execute()
)
assert permutation_tbl.count_rows() == 100
re_open = db.open_table("test_permutation")
assert re_open.count_rows() == 100
assert permutation_tbl.to_arrow() == re_open.to_arrow()
def test_split_random_ratios(mem_db):
"""Test random splitting with ratios."""
tbl = mem_db.create_table(

View File

@@ -6,8 +6,6 @@ import contextlib
from datetime import timedelta
import http.server
import json
import multiprocessing as mp
import sys
import threading
import time
from unittest.mock import MagicMock, patch
@@ -1232,82 +1230,3 @@ def test_background_loop_cancellation(exception):
with pytest.raises(exception):
loop.run(None)
mock_future.cancel.assert_called_once()
def _remote_fork_child(port: int, queue) -> None:
# Build a fresh Connection in the child so we exercise the at-fork-child
# tokio runtime reset rather than relying on an inherited reqwest client.
db = lancedb.connect(
"db://dev",
api_key="fake",
host_override=f"http://localhost:{port}",
client_config={
"retry_config": {"retries": 0},
"timeout_config": {"connect_timeout": 2, "read_timeout": 2},
},
)
queue.put(db.table_names())
@pytest.mark.skipif(
sys.platform != "linux",
reason=(
"fork() is unavailable on Windows and unsafe on macOS "
"(Apple frameworks/TLS are not fork-safe)"
),
)
def test_remote_connection_after_fork():
"""A freshly-built remote Connection in a forked child should not hang.
The pyo3-async-runtimes tokio runtime would otherwise be inherited from
the parent with dead worker threads; the at-fork-child handler in our
runtime module rebuilds it on first use in the child.
"""
def handler(request):
request.send_response(200)
request.send_header("Content-Type", "application/json")
request.end_headers()
request.wfile.write(b'{"tables": []}')
server = http.server.HTTPServer(("localhost", 0), make_mock_http_handler(handler))
port = server.server_address[1]
server_thread = threading.Thread(target=server.serve_forever)
server_thread.start()
try:
# Hit the server in the parent first so the runtime + LOOP are warm
# before fork; a fresh child must still succeed.
parent_db = lancedb.connect(
"db://dev",
api_key="fake",
host_override=f"http://localhost:{port}",
client_config={
"retry_config": {"retries": 0},
"timeout_config": {"connect_timeout": 2, "read_timeout": 2},
},
)
assert parent_db.table_names() == []
ctx = mp.get_context("fork")
queue = ctx.Queue()
proc = ctx.Process(target=_remote_fork_child, args=(port, queue))
proc.start()
proc.join(timeout=15)
if proc.is_alive():
proc.terminate()
proc.join(timeout=5)
if proc.is_alive():
proc.kill()
proc.join()
pytest.fail("Remote connection hung after fork")
assert proc.exitcode == 0, f"child exited with code {proc.exitcode}"
assert not queue.empty(), "child produced no result"
assert queue.get() == []
# Parent connection must still be usable after the child returned.
assert parent_db.table_names() == []
finally:
server.shutdown()
server_thread.join()

View File

@@ -1,29 +1,14 @@
# SPDX-License-Identifier: Apache-2.0
# SPDX-FileCopyrightText: Copyright The LanceDB Authors
import functools
import multiprocessing as mp
import pickle
import sys
import lancedb
import pyarrow as pa
import pytest
from lancedb.permutation import Permutation, Permutations, permutation_builder
from lancedb.util import tbl_to_tensor
from lancedb.permutation import Permutation
torch = pytest.importorskip("torch")
def _open_native_table(uri: str, table_name: str):
"""Top-level connection factory used by the explicit-factory pickle test.
Defined at module scope so that pickle can resolve it by name in the
worker / unpickling process.
"""
return lancedb.connect(uri).open_table(table_name)
def test_table_dataloader(mem_db):
table = mem_db.create_table("test_table", pa.table({"a": range(1000)}))
dataloader = torch.utils.data.DataLoader(
@@ -55,156 +40,3 @@ def test_permutation_dataloader(mem_db):
for batch in dataloader:
assert batch.size(0) == 1
assert batch.size(1) == 10
def test_permutation_is_picklable(tmp_db):
"""A Permutation must be picklable so it can be used with PyTorch's
DataLoader when num_workers > 0 (which uses multiprocessing and pickles
the dataset to pass it to worker processes)."""
table = tmp_db.create_table("test_table", pa.table({"a": range(1000)}))
permutation = Permutation.identity(table)
pickled = pickle.dumps(permutation)
restored = pickle.loads(pickled)
assert len(restored) == 1000
rows = restored.__getitems__([0, 1, 2])
assert rows == [{"a": 0}, {"a": 1}, {"a": 2}]
def test_permutation_with_memory_base_is_picklable(mem_db):
"""An in-memory base table is inlined into the pickle as Arrow IPC bytes
and rebuilt on the other side as an in-memory LanceTable, so the
Permutation round-trips even though the original database can't be
reopened across processes."""
table = mem_db.create_table("test_table", pa.table({"a": range(50)}))
permutation = Permutation.identity(table)
restored = pickle.loads(pickle.dumps(permutation))
assert len(restored) == 50
assert restored.__getitems__([0, 10, 49]) == [{"a": 0}, {"a": 10}, {"a": 49}]
def test_permutation_dataloader_multiprocessing(tmp_db):
"""Using a Permutation with a PyTorch DataLoader that has num_workers > 0
must work end-to-end. Each worker process gets a pickled copy of the
dataset and reads batches from it."""
table = tmp_db.create_table("test_table", pa.table({"a": range(1000)}))
permutation = Permutation.identity(table)
dataloader = torch.utils.data.DataLoader(
permutation,
batch_size=10,
shuffle=True,
num_workers=2,
multiprocessing_context="spawn",
)
seen = 0
for batch in dataloader:
assert batch["a"].size(0) == 10
seen += batch["a"].size(0)
assert seen == 1000
def test_permutation_pickle_with_connection_factory(tmp_path):
"""When the user provides a connection_factory, pickling should round-trip
through that factory rather than introspecting the connection URI. Useful
for remote / cloud connections where the URI alone isn't reopenable."""
db = lancedb.connect(tmp_path)
db.create_table("test_table", pa.table({"a": range(50)}))
factory = functools.partial(_open_native_table, str(tmp_path))
permutation = Permutation.identity(factory("test_table")).with_connection_factory(
factory
)
restored = pickle.loads(pickle.dumps(permutation))
assert len(restored) == 50
# The factory survives pickling and is what powered base-table reopen.
assert restored.connection_factory is not None
assert restored.connection_factory.func is _open_native_table
assert restored.__getitems__([0, 1, 2]) == [{"a": 0}, {"a": 1}, {"a": 2}]
def test_permutation_with_builder_is_picklable(tmp_db):
"""A Permutation built from a non-identity permutation table must round-trip
through pickle while preserving the row order defined by the permutation."""
table = tmp_db.create_table("test_table", pa.table({"a": range(100)}))
perm_tbl = (
permutation_builder(table)
.split_random(ratios=[0.8, 0.2], seed=42, split_names=["train", "test"])
.shuffle(seed=42)
.execute()
)
permutations = Permutations(table, perm_tbl)
permutation = permutations["train"]
indices = list(range(len(permutation)))
expected = permutation.__getitems__(indices)
restored = pickle.loads(pickle.dumps(permutation))
assert len(restored) == len(permutation)
assert restored.__getitems__(indices) == expected
def _multiworker_dataloader_target(db_uri: str, result_queue):
import lancedb
from lancedb.permutation import Permutation
db = lancedb.connect(db_uri)
table = db.open_table("test_table")
permutation = Permutation.identity(table)
dataloader = torch.utils.data.DataLoader(
permutation,
batch_size=10,
num_workers=2,
multiprocessing_context="fork",
)
count = 0
for batch in dataloader:
assert batch["a"].size(0) == 10
count += 1
result_queue.put(count)
@pytest.mark.skipif(
sys.platform != "linux",
reason=(
"fork() is unavailable on Windows and unsafe on macOS "
"(Apple frameworks/TLS are not fork-safe)"
),
)
def test_permutation_dataloader_fork_workers(tmp_path):
"""A Permutation used by a fork-based DataLoader should not hang.
PyTorch's DataLoader uses fork-based multiprocessing by default on Linux.
LanceDB drives async work through a background asyncio thread that does
not survive a fork, so any LOOP.run() in a worker blocks forever.
"""
import lancedb
db_uri = str(tmp_path / "db")
db = lancedb.connect(db_uri)
db.create_table("test_table", pa.table({"a": list(range(1000))}))
ctx = mp.get_context("spawn")
queue = ctx.Queue()
proc = ctx.Process(target=_multiworker_dataloader_target, args=(db_uri, queue))
proc.start()
proc.join(timeout=30)
if proc.is_alive():
proc.terminate()
proc.join(timeout=5)
if proc.is_alive():
proc.kill()
proc.join()
pytest.fail("Permutation hung when iterated in a fork-based DataLoader worker")
assert proc.exitcode == 0, f"child exited with code {proc.exitcode}"
assert not queue.empty(), "child produced no batches"
assert queue.get() == 100

View File

@@ -3,8 +3,6 @@
use std::sync::Arc;
use crate::error::PythonErrorExt;
use crate::runtime::future_into_py;
use arrow::{
datatypes::SchemaRef,
pyarrow::{IntoPyArrow, ToPyArrow},
@@ -14,6 +12,9 @@ use lancedb::arrow::SendableRecordBatchStream;
use pyo3::{
Bound, Py, PyAny, PyRef, PyResult, Python, exceptions::PyStopAsyncIteration, pyclass, pymethods,
};
use pyo3_async_runtimes::tokio::future_into_py;
use crate::error::PythonErrorExt;
#[pyclass]
pub struct RecordBatchStream {

View File

@@ -7,12 +7,6 @@ use std::{
time::Duration,
};
use crate::{
error::PythonErrorExt,
namespace::{create_namespace_storage_options_provider, extract_namespace_arc},
runtime::future_into_py,
table::Table,
};
use arrow::{datatypes::Schema, ffi_stream::ArrowArrayStreamReader, pyarrow::FromPyArrow};
use lancedb::{
connection::Connection as LanceConnection,
@@ -26,6 +20,13 @@ use pyo3::{
pyclass, pyfunction, pymethods,
types::{PyDict, PyDictMethods},
};
use pyo3_async_runtimes::tokio::future_into_py;
use crate::{
error::PythonErrorExt,
namespace::{create_namespace_storage_options_provider, extract_namespace_arc},
table::Table,
};
#[pyclass]
pub struct Connection {
@@ -524,7 +525,7 @@ impl Connection {
}
#[pyfunction]
#[pyo3(signature = (uri, api_key=None, region=None, host_override=None, read_consistency_interval=None, client_config=None, storage_options=None, session=None, manifest_enabled=false, namespace_client_properties=None))]
#[pyo3(signature = (uri, api_key=None, region=None, host_override=None, read_consistency_interval=None, client_config=None, storage_options=None, session=None))]
#[allow(clippy::too_many_arguments)]
pub fn connect(
py: Python<'_>,
@@ -536,8 +537,6 @@ pub fn connect(
client_config: Option<PyClientConfig>,
storage_options: Option<HashMap<String, String>>,
session: Option<crate::session::Session>,
manifest_enabled: bool,
namespace_client_properties: Option<HashMap<String, String>>,
) -> PyResult<Bound<'_, PyAny>> {
future_into_py(py, async move {
let mut builder = lancedb::connect(&uri);
@@ -557,12 +556,6 @@ pub fn connect(
if let Some(storage_options) = storage_options {
builder = builder.storage_options(storage_options);
}
if manifest_enabled {
builder = builder.manifest_enabled(true);
}
if let Some(namespace_client_properties) = namespace_client_properties {
builder = builder.namespace_client_properties(namespace_client_properties);
}
#[cfg(feature = "remote")]
if let Some(client_config) = client_config {
builder = builder.client_config(client_config.into());

View File

@@ -13,7 +13,7 @@ use pyo3::{
Bound, FromPyObject, PyAny, PyResult, Python,
exceptions::{PyKeyError, PyValueError},
intern, pyclass, pymethods,
types::{PyAnyMethods, PyString},
types::PyAnyMethods,
};
use crate::util::parse_distance_type;
@@ -22,7 +22,7 @@ pub fn class_name(ob: &'_ Bound<'_, PyAny>) -> PyResult<String> {
let full_name = ob
.getattr(intern!(ob.py(), "__class__"))?
.getattr(intern!(ob.py(), "__name__"))?;
let full_name = full_name.cast::<PyString>()?.to_string_lossy();
let full_name = full_name.cast()?.to_string_lossy();
match full_name.rsplit_once('.') {
Some((_, name)) => Ok(name.to_string()),

View File

@@ -28,7 +28,6 @@ pub mod index;
pub mod namespace;
pub mod permutation;
pub mod query;
pub mod runtime;
pub mod session;
pub mod table;
pub mod util;

View File

@@ -4,7 +4,7 @@
use std::sync::{Arc, Mutex};
use crate::{
arrow::RecordBatchStream, error::PythonErrorExt, runtime::future_into_py, table::Table,
arrow::RecordBatchStream, connection::Connection, error::PythonErrorExt, table::Table,
};
use arrow::pyarrow::{PyArrowType, ToPyArrow};
use lancedb::{
@@ -21,6 +21,7 @@ use pyo3::{
pyclass, pymethods,
types::{PyAnyMethods, PyDict, PyDictMethods, PyType},
};
use pyo3_async_runtimes::tokio::future_into_py;
fn table_from_py<'a>(table: Bound<'a, PyAny>) -> PyResult<Bound<'a, Table>> {
if table.hasattr("_inner")? {
@@ -79,6 +80,24 @@ impl PyAsyncPermutationBuilder {
#[pymethods]
impl PyAsyncPermutationBuilder {
#[pyo3(signature = (database, table_name))]
pub fn persist(
slf: PyRefMut<'_, Self>,
database: Bound<'_, PyAny>,
table_name: String,
) -> PyResult<Self> {
let conn = if database.hasattr("_conn")? {
database
.getattr("_conn")?
.getattr("_inner")?
.cast_into::<Connection>()?
} else {
database.getattr("_inner")?.cast_into::<Connection>()?
};
let database = conn.borrow().database()?;
slf.modify(|builder| builder.persist(database, table_name))
}
#[pyo3(signature = (*, ratios=None, counts=None, fixed=None, seed=None, split_names=None))]
pub fn split_random(
slf: PyRefMut<'_, Self>,

View File

@@ -4,11 +4,6 @@
use std::sync::Arc;
use std::time::Duration;
use crate::expr::PyExpr;
use crate::runtime::future_into_py;
use crate::util::parse_distance_type;
use crate::{arrow::RecordBatchStream, util::PyLanceDB};
use crate::{error::PythonErrorExt, index::class_name};
use arrow::array::Array;
use arrow::array::ArrayData;
use arrow::array::make_array;
@@ -27,6 +22,7 @@ use lancedb::query::{
VectorQuery as LanceDbVectorQuery,
};
use lancedb::table::AnyQuery;
use pyo3::Borrowed;
use pyo3::Bound;
use pyo3::IntoPyObject;
use pyo3::PyAny;
@@ -38,15 +34,20 @@ use pyo3::pyfunction;
use pyo3::pymethods;
use pyo3::types::PyList;
use pyo3::types::{PyDict, PyString};
use pyo3::{Borrowed, FromPyObject, exceptions::PyRuntimeError};
use pyo3::{FromPyObject, exceptions::PyRuntimeError};
use pyo3::{PyErr, pyclass};
use pyo3::{exceptions::PyValueError, intern};
use pyo3_async_runtimes::tokio::future_into_py;
impl<'a, 'py> FromPyObject<'a, 'py> for PyLanceDB<FtsQuery> {
use crate::expr::PyExpr;
use crate::util::parse_distance_type;
use crate::{arrow::RecordBatchStream, util::PyLanceDB};
use crate::{error::PythonErrorExt, index::class_name};
impl FromPyObject<'_, '_> for PyLanceDB<FtsQuery> {
type Error = PyErr;
fn extract(ob: Borrowed<'a, 'py, PyAny>) -> PyResult<Self> {
let ob = ob.to_owned();
fn extract(ob: Borrowed<'_, '_, PyAny>) -> PyResult<Self> {
match class_name(&ob)?.as_str() {
"MatchQuery" => {
let query = ob.getattr("query")?.extract()?;

View File

@@ -1,142 +0,0 @@
// SPDX-License-Identifier: Apache-2.0
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
//! Fork-safe wrapper around tokio + pyo3-async-runtimes.
//!
//! `pyo3_async_runtimes::tokio` keeps its multi-threaded runtime in a
//! `OnceLock` that can never be replaced. Tokio's worker threads do not
//! survive `fork()`, so once a child inherits a "frozen" runtime, every
//! `future_into_py` call hangs forever.
//!
//! We sidestep the global by routing every future through our own
//! [`LanceRuntime`] (a [`pyo3_async_runtimes::generic::Runtime`] impl) backed
//! by an [`AtomicPtr`] to a tokio runtime that we own. A `pthread_atfork`
//! child handler nulls the pointer; the next `spawn` rebuilds the runtime in
//! the child. This mirrors the pattern used in the Lance Python bindings.
use std::future::Future;
use std::pin::Pin;
use std::sync::atomic::{AtomicBool, AtomicPtr, Ordering};
use pyo3::{Bound, PyAny, PyResult, Python, conversion::IntoPyObject};
use pyo3_async_runtimes::{
TaskLocals,
generic::{ContextExt, JoinError, Runtime},
};
use tokio::{runtime, task};
static RUNTIME: AtomicPtr<runtime::Runtime> = AtomicPtr::new(std::ptr::null_mut());
static RUNTIME_INSTALLING: AtomicBool = AtomicBool::new(false);
static ATFORK_INSTALLED: AtomicBool = AtomicBool::new(false);
fn create_runtime() -> runtime::Runtime {
runtime::Builder::new_multi_thread()
.enable_all()
.thread_name("lancedb-tokio-worker")
.build()
.expect("Failed to build tokio runtime")
}
fn get_runtime() -> &'static runtime::Runtime {
loop {
let ptr = RUNTIME.load(Ordering::SeqCst);
if !ptr.is_null() {
return unsafe { &*ptr };
}
if !RUNTIME_INSTALLING.fetch_or(true, Ordering::SeqCst) {
break;
}
std::thread::yield_now();
}
if !ATFORK_INSTALLED.fetch_or(true, Ordering::SeqCst) {
install_atfork();
}
let new_ptr = Box::into_raw(Box::new(create_runtime()));
RUNTIME.store(new_ptr, Ordering::SeqCst);
unsafe { &*new_ptr }
}
/// Runs in async-signal context after `fork()` in the child. We can only
/// touch atomics here; we deliberately leak the previous runtime because
/// dropping a tokio `Runtime` would try to join its (now-dead) worker
/// threads and hang.
extern "C" fn atfork_child() {
RUNTIME.store(std::ptr::null_mut(), Ordering::SeqCst);
RUNTIME_INSTALLING.store(false, Ordering::SeqCst);
}
#[cfg(not(windows))]
fn install_atfork() {
unsafe { libc::pthread_atfork(None, None, Some(atfork_child)) };
}
#[cfg(windows)]
fn install_atfork() {}
/// Marker type implementing [`Runtime`] over our fork-safe runtime slot.
pub struct LanceRuntime;
/// Newtype wrapper around `tokio::task::JoinError` so we can implement the
/// foreign [`JoinError`] trait without violating orphan rules.
pub struct LanceJoinError(task::JoinError);
impl JoinError for LanceJoinError {
fn is_panic(&self) -> bool {
self.0.is_panic()
}
fn into_panic(self) -> Box<dyn std::any::Any + Send + 'static> {
self.0.into_panic()
}
}
impl Runtime for LanceRuntime {
type JoinError = LanceJoinError;
type JoinHandle = Pin<Box<dyn Future<Output = Result<(), Self::JoinError>> + Send>>;
fn spawn<F>(fut: F) -> Self::JoinHandle
where
F: Future<Output = ()> + Send + 'static,
{
let handle = get_runtime().spawn(fut);
Box::pin(async move { handle.await.map_err(LanceJoinError) })
}
fn spawn_blocking<F>(f: F) -> Self::JoinHandle
where
F: FnOnce() + Send + 'static,
{
let handle = get_runtime().spawn_blocking(f);
Box::pin(async move { handle.await.map_err(LanceJoinError) })
}
}
tokio::task_local! {
static TASK_LOCALS: std::cell::OnceCell<TaskLocals>;
}
impl ContextExt for LanceRuntime {
fn scope<F, R>(locals: TaskLocals, fut: F) -> Pin<Box<dyn Future<Output = R> + Send>>
where
F: Future<Output = R> + Send + 'static,
{
let cell = std::cell::OnceCell::new();
cell.set(locals).unwrap();
Box::pin(TASK_LOCALS.scope(cell, fut))
}
fn get_task_locals() -> Option<TaskLocals> {
TASK_LOCALS
.try_with(|c| c.get().cloned())
.unwrap_or_default()
}
}
/// Drop-in replacement for `pyo3_async_runtimes::tokio::future_into_py` that
/// uses our fork-safe runtime.
pub fn future_into_py<F, T>(py: Python<'_>, fut: F) -> PyResult<Bound<'_, PyAny>>
where
F: Future<Output = PyResult<T>> + Send + 'static,
T: for<'py> IntoPyObject<'py> + Send + 'static,
{
pyo3_async_runtimes::generic::future_into_py::<LanceRuntime, _, T>(py, fut)
}

View File

@@ -2,7 +2,6 @@
// SPDX-FileCopyrightText: Copyright The LanceDB Authors
use std::{collections::HashMap, sync::Arc};
use crate::runtime::future_into_py;
use crate::{
connection::Connection,
error::PythonErrorExt,
@@ -25,6 +24,7 @@ use pyo3::{
pyclass, pymethods,
types::{IntoPyDict, PyAnyMethods, PyDict, PyDictMethods},
};
use pyo3_async_runtimes::tokio::future_into_py;
mod scannable;

View File

@@ -14,7 +14,7 @@ use lancedb::{
arrow::{SendableRecordBatchStream, SimpleRecordBatchStream},
data::scannable::Scannable,
};
use pyo3::{FromPyObject, Py, PyAny, Python, types::PyAnyMethods};
use pyo3::{Borrowed, FromPyObject, Py, PyAny, Python, types::PyAnyMethods};
/// Adapter that implements Scannable for a Python reader factory callable.
///
@@ -126,11 +126,10 @@ impl Scannable for PyScannable {
}
}
impl<'a, 'py> FromPyObject<'a, 'py> for PyScannable {
impl FromPyObject<'_, '_> for PyScannable {
type Error = pyo3::PyErr;
fn extract(ob: pyo3::Borrowed<'a, 'py, PyAny>) -> pyo3::PyResult<Self> {
let ob = ob.to_owned();
fn extract(ob: Borrowed<'_, '_, PyAny>) -> pyo3::PyResult<Self> {
// Convert from Scannable dataclass.
let schema: PyArrowType<Schema> = ob.getattr("schema")?.extract()?;
let schema = Arc::new(schema.0);

View File

@@ -1,6 +1,6 @@
[package]
name = "lancedb"
version = "0.28.0-beta.11"
version = "0.28.0-beta.10"
edition.workspace = true
description = "LanceDB: A serverless, low-latency vector database for AI applications"
license.workspace = true
@@ -108,20 +108,10 @@ test-log = "0.2"
[features]
default = []
aws = [
"lance/aws",
"lance-io/aws",
"lance-namespace-impls/dir-aws",
"object_store/aws",
]
aws = ["lance/aws", "lance-io/aws", "lance-namespace-impls/dir-aws"]
oss = ["lance/oss", "lance-io/oss", "lance-namespace-impls/dir-oss"]
gcs = ["lance/gcp", "lance-io/gcp", "lance-namespace-impls/dir-gcp"]
azure = [
"lance/azure",
"lance-io/azure",
"lance-namespace-impls/dir-azure",
"lance-namespace-impls/credential-vendor-azure",
]
azure = ["lance/azure", "lance-io/azure", "lance-namespace-impls/dir-azure"]
huggingface = [
"lance/huggingface",
"lance-io/huggingface",

View File

@@ -590,15 +590,6 @@ pub struct ConnectRequest {
/// storage options.
pub namespace_client_properties: HashMap<String, String>,
/// Use directory namespace manifests as the source of truth for native
/// LanceDB table metadata.
///
/// When enabled for a local/native connection, LanceDB returns a
/// namespace-backed database directly. Directory listing fallback remains
/// enabled for migration, and directory-listing-to-manifest migration is
/// forced on.
pub manifest_enabled: bool,
/// The interval at which to check for updates from other processes.
///
/// If None, then consistency is not checked. For performance
@@ -639,7 +630,6 @@ impl ConnectBuilder {
read_consistency_interval: None,
options: HashMap::new(),
namespace_client_properties: HashMap::new(),
manifest_enabled: false,
session: None,
},
embedding_registry: None,
@@ -801,17 +791,6 @@ impl ConnectBuilder {
self
}
/// Enable or disable manifest-backed directory namespace mode for local
/// native connections.
///
/// When enabled, the connection uses the directory namespace database
/// directly for all table operations and forces
/// `dir_listing_to_manifest_migration_enabled=true`.
pub fn manifest_enabled(mut self, enabled: bool) -> Self {
self.request.manifest_enabled = enabled;
self
}
/// The interval at which to check for updates from other processes. This
/// only affects LanceDB OSS.
///
@@ -907,16 +886,6 @@ impl ConnectBuilder {
pub async fn execute(self) -> Result<Connection> {
if self.request.uri.starts_with("db") {
self.execute_remote()
} else if self.request.manifest_enabled {
let internal = Arc::new(
ListingDatabase::connect_manifest_enabled_namespace_database(&self.request).await?,
);
Ok(Connection {
internal,
embedding_registry: self
.embedding_registry
.unwrap_or_else(|| Arc::new(MemoryRegistry::new())),
})
} else {
let internal = Arc::new(ListingDatabase::connect_with_options(&self.request).await?);
Ok(Connection {
@@ -1163,9 +1132,6 @@ mod tests {
use lance_testing::datagen::{BatchGenerator, IncrementingInt32};
use tempfile::tempdir;
use crate::database::listing::{ListingDatabaseOptions, OPT_NEW_TABLE_V2_MANIFEST_PATHS};
use crate::database::namespace::LanceNamespaceDatabase;
use crate::table::NativeTable;
use crate::test_utils::connection::new_test_connection;
use super::*;
@@ -1238,147 +1204,6 @@ mod tests {
);
}
#[tokio::test]
async fn test_connect_with_manifest_enabled_uses_directory_namespace() {
let tmp_dir = tempdir().unwrap();
let uri = tmp_dir.path().to_str().unwrap();
let db = connect(uri)
.manifest_enabled(true)
.storage_option("timeout", "30s")
.namespace_client_property("manifest_enabled", "false")
.namespace_client_property("dir_listing_to_manifest_migration_enabled", "false")
.execute()
.await
.unwrap();
assert!(
db.database()
.as_any()
.downcast_ref::<LanceNamespaceDatabase>()
.is_some()
);
assert_eq!(db.uri(), uri);
let (ns_impl, properties) = db.namespace_client_config().await.unwrap();
assert_eq!(ns_impl, "dir");
assert_eq!(properties.get("root"), Some(&uri.to_string()));
assert_eq!(
properties.get("manifest_enabled"),
Some(&"true".to_string())
);
assert_eq!(
properties.get("dir_listing_to_manifest_migration_enabled"),
Some(&"true".to_string())
);
assert_eq!(properties.get("storage.timeout"), Some(&"30s".to_string()));
}
#[tokio::test]
async fn test_manifest_enabled_rejects_commit_engine_uri() {
let Err(err) = connect("s3+ddb://bucket/db?ddbTableName=manifest")
.manifest_enabled(true)
.execute()
.await
else {
panic!("expected manifest-enabled s3+ddb connection to fail");
};
assert!(
matches!(err, Error::NotSupported { message } if message.contains("commit engine URI schemes"))
);
let Err(err) = connect("s3://bucket/db?engine=ddb&ddbTableName=manifest")
.manifest_enabled(true)
.execute()
.await
else {
panic!("expected manifest-enabled engine query connection to fail");
};
assert!(
matches!(err, Error::NotSupported { message } if message.contains("commit engine"))
);
}
#[tokio::test]
async fn test_manifest_enabled_connection_migrates_root_listing_table() {
let tmp_dir = tempdir().unwrap();
let uri = tmp_dir.path().to_str().unwrap();
let schema = Arc::new(Schema::new(vec![Field::new("x", DataType::Int32, false)]));
connect(uri)
.execute()
.await
.unwrap()
.create_empty_table("legacy", schema)
.execute()
.await
.unwrap();
let db = connect(uri).manifest_enabled(true).execute().await.unwrap();
let tables = db.table_names().execute().await.unwrap();
assert_eq!(tables, vec!["legacy".to_string()]);
db.open_table("legacy").execute().await.unwrap();
}
#[tokio::test]
async fn test_manifest_enabled_preserves_new_table_options() {
let tmp_dir = tempdir().unwrap();
let uri = tmp_dir.path().to_str().unwrap();
let options = ListingDatabaseOptions::builder()
.enable_v2_manifest_paths(true)
.build();
let schema = Arc::new(Schema::new(vec![Field::new("x", DataType::Int32, false)]));
let table = connect(uri)
.manifest_enabled(true)
.database_options(&options)
.execute()
.await
.unwrap()
.create_empty_table("v1_manifest", schema)
.storage_option(OPT_NEW_TABLE_V2_MANIFEST_PATHS, "false")
.execute()
.await
.unwrap();
let native_table = table
.base_table()
.as_any()
.downcast_ref::<NativeTable>()
.unwrap();
assert!(!native_table.uses_v2_manifest_paths().await.unwrap());
}
#[tokio::test]
async fn test_manifest_enabled_vend_input_storage_options() {
let tmp_dir = tempdir().unwrap();
let uri = tmp_dir.path().to_str().unwrap();
let schema = Arc::new(Schema::new(vec![Field::new("x", DataType::Int32, false)]));
let table = connect(uri)
.manifest_enabled(true)
.storage_option("test_storage_option", "test_value")
.namespace_client_property("vend_input_storage_options", "true")
.namespace_client_property(
"vend_input_storage_options_refresh_interval_millis",
"60000",
)
.execute()
.await
.unwrap()
.create_empty_table("vended", schema)
.execute()
.await
.unwrap();
let storage_options = table.latest_storage_options().await.unwrap().unwrap();
assert_eq!(
storage_options.get("test_storage_option"),
Some(&"test_value".to_string())
);
assert!(storage_options.contains_key("expires_at_millis"));
}
#[tokio::test]
async fn test_table_names() {
let tc = new_test_connection().await.unwrap();

View File

@@ -285,7 +285,7 @@ const MIRRORED_STORE: &str = "mirroredStore";
/// A connection to LanceDB
impl ListingDatabase {
pub(crate) fn build_namespace_client_properties(
fn build_namespace_client_properties(
uri: &str,
storage_options: &HashMap<String, String>,
namespace_client_properties: HashMap<String, String>,
@@ -298,24 +298,6 @@ impl ListingDatabase {
properties
}
pub(crate) fn build_manifest_enabled_namespace_client_properties(
uri: &str,
storage_options: &HashMap<String, String>,
namespace_client_properties: HashMap<String, String>,
) -> HashMap<String, String> {
let mut properties = Self::build_namespace_client_properties(
uri,
storage_options,
namespace_client_properties,
);
properties.insert("manifest_enabled".to_string(), "true".to_string());
properties.insert(
"dir_listing_to_manifest_migration_enabled".to_string(),
"true".to_string(),
);
properties
}
async fn connect_namespace_database(
uri: &str,
storage_options: HashMap<String, String>,
@@ -341,119 +323,6 @@ impl ListingDatabase {
))
}
async fn prepare_namespace_root(
uri: &str,
storage_options: &HashMap<String, String>,
session: Arc<lance::session::Session>,
) -> Result<String> {
match url::Url::parse(uri) {
Ok(url) if url.scheme().len() == 1 && cfg!(windows) => {
let (object_store, _) = ObjectStore::from_uri_and_params(
session.store_registry(),
uri,
&ObjectStoreParams::default(),
)
.await?;
if object_store.is_local() {
Self::try_create_dir(uri).context(CreateDirSnafu { path: uri })?;
}
Ok(uri.to_string())
}
Ok(mut url) => {
if url.scheme().contains('+') {
return Err(Error::NotSupported {
message: "commit engine URI schemes are not supported for manifest-enabled namespace connections".to_string(),
});
}
for (key, value) in url.query_pairs() {
if key == ENGINE {
return Err(Error::NotSupported {
message: format!(
"commit engine '{}' is not supported for manifest-enabled namespace connections",
value
),
});
} else if key == MIRRORED_STORE {
return Err(Error::NotSupported {
message: "mirrored store is not supported for manifest-enabled namespace connections"
.to_string(),
});
}
}
url.set_query(None);
let plain_uri = url.to_string();
let os_params = ObjectStoreParams {
storage_options_accessor: if storage_options.is_empty() {
None
} else {
Some(Arc::new(StorageOptionsAccessor::with_static_options(
storage_options.clone(),
)))
},
..Default::default()
};
let (object_store, _) = ObjectStore::from_uri_and_params(
session.store_registry(),
&plain_uri,
&os_params,
)
.await?;
if object_store.is_local() {
Self::try_create_dir(&plain_uri).context(CreateDirSnafu {
path: plain_uri.clone(),
})?;
}
Ok(plain_uri)
}
Err(_) => {
let (object_store, _) = ObjectStore::from_uri_and_params(
session.store_registry(),
uri,
&ObjectStoreParams::default(),
)
.await?;
if object_store.is_local() {
Self::try_create_dir(uri).context(CreateDirSnafu { path: uri })?;
}
Ok(uri.to_string())
}
}
}
pub(crate) async fn connect_manifest_enabled_namespace_database(
request: &ConnectRequest,
) -> Result<LanceNamespaceDatabase> {
let options = ListingDatabaseOptions::parse_from_map(&request.options)?;
let session = request
.session
.clone()
.unwrap_or_else(|| Arc::new(lance::session::Session::default()));
let namespace_root =
Self::prepare_namespace_root(&request.uri, &options.storage_options, session.clone())
.await?;
let ns_properties = Self::build_manifest_enabled_namespace_client_properties(
&namespace_root,
&options.storage_options,
request.namespace_client_properties.clone(),
);
LanceNamespaceDatabase::connect_with_new_table_config(
"dir",
ns_properties,
options.storage_options,
request.read_consistency_interval,
Some(session),
HashSet::new(),
options.new_table_config,
)
.await
.map(|db| db.with_uri(request.uri.clone()))
}
/// Connect to a listing database
///
/// The URI should be a path to a directory where the tables are stored.
@@ -715,7 +584,7 @@ impl ListingDatabase {
let commit_handler = commit_handler_from_url(&uri, &Some(object_store_params)).await?;
for name in names {
let dir_name = format!("{}.{}", name, LANCE_EXTENSION);
let full_path = self.base_path.clone().join(dir_name.clone());
let full_path = self.base_path.child(dir_name.clone());
commit_handler.delete(&full_path).await?;
@@ -821,12 +690,15 @@ impl ListingDatabase {
store_params.storage_options_accessor = Some(Arc::new(accessor));
}
write_params.data_storage_version = storage_version_override
.or(write_params.data_storage_version)
.or(self.new_table_config.data_storage_version);
write_params.data_storage_version = self
.new_table_config
.data_storage_version
.or(storage_version_override);
if let Some(enable_v2_manifest_paths) =
v2_manifest_override.or(self.new_table_config.enable_v2_manifest_paths)
if let Some(enable_v2_manifest_paths) = self
.new_table_config
.enable_v2_manifest_paths
.or(v2_manifest_override)
{
write_params.enable_v2_manifest_paths = enable_v2_manifest_paths;
}
@@ -1286,7 +1158,6 @@ mod tests {
client_config: Default::default(),
options: Default::default(),
namespace_client_properties: Default::default(),
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};
@@ -1421,7 +1292,6 @@ mod tests {
client_config: Default::default(),
options: options.clone(),
namespace_client_properties: Default::default(),
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};
@@ -1957,7 +1827,6 @@ mod tests {
client_config: Default::default(),
options,
namespace_client_properties: Default::default(),
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};
@@ -2064,7 +1933,6 @@ mod tests {
client_config: Default::default(),
options,
namespace_client_properties: Default::default(),
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};
@@ -2137,7 +2005,6 @@ mod tests {
client_config: Default::default(),
options,
namespace_client_properties: Default::default(),
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};
@@ -2335,7 +2202,6 @@ mod tests {
client_config: Default::default(),
options: Default::default(),
namespace_client_properties,
manifest_enabled: false,
read_consistency_interval: None,
session: None,
};

View File

@@ -24,10 +24,6 @@ use lance_table::io::commit::external_manifest::ExternalManifestCommitHandler;
use crate::connection::NamespaceClientPushdownOperation;
use crate::database::ReadConsistency;
use crate::database::listing::{
NewTableConfig, OPT_NEW_TABLE_ENABLE_STABLE_ROW_IDS, OPT_NEW_TABLE_STORAGE_VERSION,
OPT_NEW_TABLE_V2_MANIFEST_PATHS,
};
use crate::error::{Error, Result};
use crate::table::NativeTable;
use lance::dataset::WriteMode;
@@ -54,8 +50,6 @@ pub struct LanceNamespaceDatabase {
ns_impl: String,
// Namespace properties used to construct the namespace client
ns_properties: HashMap<String, String>,
// Options for tables created by this connection
new_table_config: NewTableConfig,
}
impl LanceNamespaceDatabase {
@@ -77,15 +71,9 @@ impl LanceNamespaceDatabase {
pushdown_operations: namespace_client_pushdown_operations,
ns_impl: namespace_client_impl,
ns_properties: namespace_client_properties,
new_table_config: NewTableConfig::default(),
}
}
pub(crate) fn with_uri(mut self, uri: impl Into<String>) -> Self {
self.uri = uri.into();
self
}
pub async fn connect(
ns_impl: &str,
ns_properties: HashMap<String, String>,
@@ -93,27 +81,6 @@ impl LanceNamespaceDatabase {
read_consistency_interval: Option<std::time::Duration>,
session: Option<Arc<lance::session::Session>>,
pushdown_operations: HashSet<NamespaceClientPushdownOperation>,
) -> Result<Self> {
Self::connect_with_new_table_config(
ns_impl,
ns_properties,
storage_options,
read_consistency_interval,
session,
pushdown_operations,
NewTableConfig::default(),
)
.await
}
pub(crate) async fn connect_with_new_table_config(
ns_impl: &str,
ns_properties: HashMap<String, String>,
storage_options: HashMap<String, String>,
read_consistency_interval: Option<std::time::Duration>,
session: Option<Arc<lance::session::Session>>,
pushdown_operations: HashSet<NamespaceClientPushdownOperation>,
new_table_config: NewTableConfig,
) -> Result<Self> {
let mut builder = ConnectBuilder::new(ns_impl);
for (key, value) in ns_properties.clone() {
@@ -135,79 +102,8 @@ impl LanceNamespaceDatabase {
pushdown_operations,
ns_impl: ns_impl.to_string(),
ns_properties,
new_table_config,
})
}
fn extract_storage_overrides(
&self,
request: &DbCreateTableRequest,
) -> Result<(
Option<lance_encoding::version::LanceFileVersion>,
Option<bool>,
Option<bool>,
)> {
let storage_options = request
.write_options
.lance_write_params
.as_ref()
.and_then(|p| p.store_params.as_ref())
.and_then(|sp| sp.storage_options());
let storage_version_override = storage_options
.and_then(|opts| opts.get(OPT_NEW_TABLE_STORAGE_VERSION))
.map(|s| s.parse::<lance_encoding::version::LanceFileVersion>())
.transpose()?;
let v2_manifest_override = storage_options
.and_then(|opts| opts.get(OPT_NEW_TABLE_V2_MANIFEST_PATHS))
.map(|s| s.parse::<bool>())
.transpose()
.map_err(|_| Error::InvalidInput {
message: "enable_v2_manifest_paths must be a boolean".to_string(),
})?;
let stable_row_ids_override = storage_options
.and_then(|opts| opts.get(OPT_NEW_TABLE_ENABLE_STABLE_ROW_IDS))
.map(|s| s.parse::<bool>())
.transpose()
.map_err(|_| Error::InvalidInput {
message: "enable_stable_row_ids must be a boolean".to_string(),
})?;
Ok((
storage_version_override,
v2_manifest_override,
stable_row_ids_override,
))
}
fn apply_new_table_config(
&self,
params: &mut lance::dataset::WriteParams,
request: &DbCreateTableRequest,
) -> Result<()> {
let (storage_version_override, v2_manifest_override, stable_row_ids_override) =
self.extract_storage_overrides(request)?;
params.data_storage_version = storage_version_override
.or(params.data_storage_version)
.or(self.new_table_config.data_storage_version);
if let Some(enable_v2_manifest_paths) =
v2_manifest_override.or(self.new_table_config.enable_v2_manifest_paths)
{
params.enable_v2_manifest_paths = enable_v2_manifest_paths;
}
if let Some(enable_stable_row_ids) =
stable_row_ids_override.or(self.new_table_config.enable_stable_row_ids)
{
params.enable_stable_row_ids = enable_stable_row_ids;
}
Ok(())
}
}
impl std::fmt::Debug for LanceNamespaceDatabase {
@@ -403,12 +299,7 @@ impl Database for LanceNamespaceDatabase {
};
// Build write params with storage options and commit handler
let mut params = request
.write_options
.lance_write_params
.clone()
.unwrap_or_default();
self.apply_new_table_config(&mut params, &request)?;
let mut params = request.write_options.lance_write_params.unwrap_or_default();
if matches!(request.mode, CreateTableMode::Overwrite) {
params.mode = WriteMode::Overwrite;

View File

@@ -5,12 +5,11 @@
use std::{fmt::Formatter, sync::Arc};
use futures::{StreamExt, TryFutureExt, stream::BoxStream};
use futures::{TryFutureExt, stream::BoxStream};
use lance::io::WrappingObjectStore;
use object_store::{
CopyOptions, Error, GetOptions, GetResult, ListResult, MultipartUpload, ObjectMeta,
ObjectStore, ObjectStoreExt, PutMultipartOptions, PutOptions, PutPayload, PutResult, Result,
UploadPart, path::Path,
Error, GetOptions, GetResult, ListResult, MultipartUpload, ObjectMeta, ObjectStore,
PutMultipartOptions, PutOptions, PutPayload, PutResult, Result, UploadPart, path::Path,
};
use async_trait::async_trait;
@@ -94,6 +93,20 @@ impl ObjectStore for MirroringObjectStore {
self.primary.get_opts(location, options).await
}
async fn head(&self, location: &Path) -> Result<ObjectMeta> {
self.primary.head(location).await
}
async fn delete(&self, location: &Path) -> Result<()> {
if !location.primary_only() {
match self.secondary.delete(location).await {
Err(Error::NotFound { .. }) | Ok(_) => {}
Err(e) => return Err(e),
}
}
self.primary.delete(location).await
}
fn list(&self, prefix: Option<&Path>) -> BoxStream<'static, Result<ObjectMeta>> {
self.primary.list(prefix)
}
@@ -102,41 +115,22 @@ impl ObjectStore for MirroringObjectStore {
self.primary.list_with_delimiter(prefix).await
}
fn delete_stream(
&self,
locations: BoxStream<'static, Result<Path>>,
) -> BoxStream<'static, Result<Path>> {
let primary = self.primary.clone();
let secondary = self.secondary.clone();
locations
.map(move |location| {
let primary = primary.clone();
let secondary = secondary.clone();
async move {
let location = location?;
if !location.primary_only() {
match secondary.delete(&location).await {
Err(Error::NotFound { .. }) | Ok(_) => {}
Err(e) => return Err(e),
}
}
primary.delete(&location).await?;
Ok(location)
}
})
.buffered(10)
.boxed()
}
async fn copy_opts(&self, from: &Path, to: &Path, options: CopyOptions) -> Result<()> {
async fn copy(&self, from: &Path, to: &Path) -> Result<()> {
if to.primary_only() {
self.primary.copy_opts(from, to, options).await
self.primary.copy(from, to).await
} else {
self.secondary.copy_opts(from, to, options.clone()).await?;
self.primary.copy_opts(from, to, options).await?;
self.secondary.copy(from, to).await?;
self.primary.copy(from, to).await?;
Ok(())
}
}
async fn copy_if_not_exists(&self, from: &Path, to: &Path) -> Result<()> {
if !to.primary_only() {
self.secondary.copy(from, to).await?;
}
self.primary.copy_if_not_exists(from, to).await
}
}
#[derive(Debug)]

View File

@@ -10,9 +10,9 @@ use bytes::Bytes;
use futures::stream::BoxStream;
use lance::io::WrappingObjectStore;
use object_store::{
CopyOptions, GetOptions, GetResult, ListResult, MultipartUpload, ObjectMeta, ObjectStore,
PutMultipartOptions, PutOptions, PutPayload, PutResult, RenameOptions, Result as OSResult,
UploadPart, path::Path,
GetOptions, GetResult, ListResult, MultipartUpload, ObjectMeta, ObjectStore,
PutMultipartOptions, PutOptions, PutPayload, PutResult, Result as OSResult, UploadPart,
path::Path,
};
#[derive(Debug, Default)]
@@ -81,6 +81,11 @@ impl IoTrackingStore {
#[async_trait::async_trait]
#[deny(clippy::missing_trait_methods)]
impl ObjectStore for IoTrackingStore {
async fn put(&self, location: &Path, bytes: PutPayload) -> OSResult<PutResult> {
self.record_write(bytes.content_length() as u64);
self.target.put(location, bytes).await
}
async fn put_opts(
&self,
location: &Path,
@@ -91,6 +96,14 @@ impl ObjectStore for IoTrackingStore {
self.target.put_opts(location, bytes, opts).await
}
async fn put_multipart(&self, location: &Path) -> OSResult<Box<dyn MultipartUpload>> {
let target = self.target.put_multipart(location).await?;
Ok(Box::new(IoTrackingMultipartUpload {
target,
stats: self.stats.clone(),
}))
}
async fn put_multipart_opts(
&self,
location: &Path,
@@ -103,6 +116,15 @@ impl ObjectStore for IoTrackingStore {
}))
}
async fn get(&self, location: &Path) -> OSResult<GetResult> {
let result = self.target.get(location).await;
if let Ok(result) = &result {
let num_bytes = result.range.end - result.range.start;
self.record_read(num_bytes);
}
result
}
async fn get_opts(&self, location: &Path, options: GetOptions) -> OSResult<GetResult> {
let result = self.target.get_opts(location, options).await;
if let Ok(result) = &result {
@@ -112,6 +134,14 @@ impl ObjectStore for IoTrackingStore {
result
}
async fn get_range(&self, location: &Path, range: std::ops::Range<u64>) -> OSResult<Bytes> {
let result = self.target.get_range(location, range).await;
if let Ok(result) = &result {
self.record_read(result.len() as u64);
}
result
}
async fn get_ranges(
&self,
location: &Path,
@@ -124,11 +154,20 @@ impl ObjectStore for IoTrackingStore {
result
}
fn delete_stream(
&self,
locations: BoxStream<'static, OSResult<Path>>,
) -> BoxStream<'static, OSResult<Path>> {
async fn head(&self, location: &Path) -> OSResult<ObjectMeta> {
self.record_read(0);
self.target.head(location).await
}
async fn delete(&self, location: &Path) -> OSResult<()> {
self.record_write(0);
self.target.delete(location).await
}
fn delete_stream<'a>(
&'a self,
locations: BoxStream<'a, OSResult<Path>>,
) -> BoxStream<'a, OSResult<Path>> {
self.target.delete_stream(locations)
}
@@ -151,14 +190,24 @@ impl ObjectStore for IoTrackingStore {
self.target.list_with_delimiter(prefix).await
}
async fn copy_opts(&self, from: &Path, to: &Path, options: CopyOptions) -> OSResult<()> {
async fn copy(&self, from: &Path, to: &Path) -> OSResult<()> {
self.record_write(0);
self.target.copy_opts(from, to, options).await
self.target.copy(from, to).await
}
async fn rename_opts(&self, from: &Path, to: &Path, options: RenameOptions) -> OSResult<()> {
async fn rename(&self, from: &Path, to: &Path) -> OSResult<()> {
self.record_write(0);
self.target.rename_opts(from, to, options).await
self.target.rename(from, to).await
}
async fn rename_if_not_exists(&self, from: &Path, to: &Path) -> OSResult<()> {
self.record_write(0);
self.target.rename_if_not_exists(from, to).await
}
async fn copy_if_not_exists(&self, from: &Path, to: &Path) -> OSResult<()> {
self.record_write(0);
self.target.copy_if_not_exists(from, to).await
}
}

View File

@@ -105,12 +105,12 @@ impl<S: HttpSend + 'static> RemoteInsertExec<S> {
1
};
let schema = COUNT_SCHEMA.clone();
let properties = PlanProperties::new(
let properties = Arc::new(PlanProperties::new(
EquivalenceProperties::new(schema),
datafusion_physical_plan::Partitioning::UnknownPartitioning(num_partitions),
datafusion_physical_plan::execution_plan::EmissionType::Final,
datafusion_physical_plan::execution_plan::Boundedness::Bounded,
);
));
Self {
table_name,
@@ -118,7 +118,7 @@ impl<S: HttpSend + 'static> RemoteInsertExec<S> {
client,
input,
overwrite,
properties: Arc::new(properties),
properties,
add_result: Arc::new(Mutex::new(None)),
metrics: ExecutionPlanMetricsSet::new(),
upload_id,

View File

@@ -95,19 +95,19 @@ impl InsertExec {
) -> Self {
let schema = COUNT_SCHEMA.clone();
let num_partitions = input.output_partitioning().partition_count();
let properties = PlanProperties::new(
let properties = Arc::new(PlanProperties::new(
EquivalenceProperties::new(schema),
Partitioning::UnknownPartitioning(num_partitions),
EmissionType::Final,
Boundedness::Bounded,
);
));
Self {
ds_wrapper,
dataset,
input,
write_params,
properties: Arc::new(properties),
properties,
partial_transactions: Arc::new(Mutex::new(Vec::with_capacity(num_partitions))),
metrics: ExecutionPlanMetricsSet::new(),
}

View File

@@ -37,19 +37,19 @@ impl ScannableExec {
pub fn new(source: Box<dyn Scannable>, tracker: Option<Arc<WriteProgressTracker>>) -> Self {
let schema = source.schema();
let eq_properties = EquivalenceProperties::new(schema);
let properties = PlanProperties::new(
let properties = Arc::new(PlanProperties::new(
eq_properties,
Partitioning::UnknownPartitioning(1),
EmissionType::Incremental,
datafusion_physical_plan::execution_plan::Boundedness::Bounded,
);
));
let num_rows = source.num_rows();
let source = Mutex::new(source);
Self {
source,
num_rows,
properties: Arc::new(properties),
properties,
tracker,
}
}