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4 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| 7cfc8d3848 | |||
| d8c5695b7b | |||
| 7357d63e87 | |||
| 624a75edf7 |
@@ -587,6 +587,9 @@ Modeled after ``VACUUM`` in PostgreSQL.
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you have added or modified 100,000 or more records or run more than 20 data
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modification operations.
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Cleanup retention must exceed the longest expected write. Retention shorter
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than 10 minutes requires `deleteUnverified: true` and exclusive write access.
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#### Parameters
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* **options?**: `Partial`<[`OptimizeOptions`](../interfaces/OptimizeOptions.md)>
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@@ -16,7 +16,10 @@ cleanupOlderThan: Date;
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If set then all versions older than the given date
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be removed. The current version will never be removed.
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The default is 7 days
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The default is 7 days. The resulting retention period must be longer than
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the longest expected write. Values shorter than 10 minutes require
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`deleteUnverified: true` and are only safe when no other process can write
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to the dataset.
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#### Example
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@@ -26,8 +29,8 @@ const olderThan = new Date();
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olderThan.setDate(olderThan.getDate() - 1));
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tbl.optimize({cleanupOlderThan: olderThan});
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// Delete all versions except the current version
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tbl.optimize({cleanupOlderThan: new Date()});
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// With exclusive access, delete all versions except the current version
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tbl.optimize({cleanupOlderThan: new Date(), deleteUnverified: true});
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```
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***
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@@ -2196,7 +2196,15 @@ describe("when optimizing a dataset", () => {
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});
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it("cleanups old versions", async () => {
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const stats = await table.optimize({ cleanupOlderThan: new Date() });
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await expect(
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table.optimize({ cleanupOlderThan: new Date() }),
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).rejects.toThrow("at least 10 minutes");
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expect(await table.version()).toBe(2);
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const stats = await table.optimize({
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cleanupOlderThan: new Date(),
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deleteUnverified: true,
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});
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expect(stats.prune.bytesRemoved).toBeGreaterThan(0);
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expect(stats.prune.oldVersionsRemoved).toBe(3);
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});
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@@ -129,15 +129,18 @@ export interface OptimizeOptions {
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/**
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* If set then all versions older than the given date
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* be removed. The current version will never be removed.
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* The default is 7 days
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* The default is 7 days. The resulting retention period must be longer than
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* the longest expected write. Values shorter than 10 minutes require
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* `deleteUnverified: true` and are only safe when no other process can write
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* to the dataset.
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* @example
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* // Delete all versions older than 1 day
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* const olderThan = new Date();
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* olderThan.setDate(olderThan.getDate() - 1));
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* tbl.optimize({cleanupOlderThan: olderThan});
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*
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* // Delete all versions except the current version
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* tbl.optimize({cleanupOlderThan: new Date()});
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* // With exclusive access, delete all versions except the current version
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* tbl.optimize({cleanupOlderThan: new Date(), deleteUnverified: true});
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*/
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cleanupOlderThan: Date;
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/**
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@@ -744,6 +747,9 @@ export abstract class Table {
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* optimize should be run frequently. A good rule of thumb is to run optimize if
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* you have added or modified 100,000 or more records or run more than 20 data
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* modification operations.
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*
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* Cleanup retention must exceed the longest expected write. Retention shorter
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* than 10 minutes requires `deleteUnverified: true` and exclusive write access.
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*/
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abstract optimize(options?: Partial<OptimizeOptions>): Promise<OptimizeStats>;
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/** List all indices that have been created with {@link Table.createIndex} */
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@@ -6,6 +6,7 @@ use std::collections::HashMap;
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use chrono::{DateTime, Utc};
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use lancedb::ipc::{ipc_file_to_batches, ipc_file_to_schema};
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use lancedb::table::optimize::validate_cleanup_options;
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use lancedb::table::{
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AddDataMode, ColumnAlteration as LanceColumnAlteration, Duration,
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FieldMetadataUpdate as LanceFieldMetadataUpdate, FtsToken as LanceDbFtsToken,
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@@ -559,6 +560,7 @@ impl Table {
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} else {
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None
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};
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validate_cleanup_options(older_than, delete_unverified).default_error()?;
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let compaction_stats = inner
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.optimize(OptimizeAction::Compact {
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@@ -707,6 +707,9 @@ class LanceDBConnection(DBConnection):
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self._namespace_client_properties = namespace_client_properties
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if _inner is not None:
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self._conn = _inner
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# Native-derived wrappers resolve this in their async reconstruction
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# path so construction never synchronously re-enters LOOP.
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self._read_consistency_interval = read_consistency_interval
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self._cached_namespace_client = None
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return
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@@ -756,11 +759,14 @@ class LanceDBConnection(DBConnection):
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# storage_options. Also, this class really shouldn't be holding any state
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# beyond _conn.
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self._conn = AsyncConnection(LOOP.run(do_connect()))
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# Keep property access synchronous so debugger introspection cannot wait on
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# the background loop while that thread is suspended at a breakpoint.
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self._read_consistency_interval = read_consistency_interval
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self._cached_namespace_client: Optional[LanceNamespace] = None
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@property
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def read_consistency_interval(self) -> Optional[timedelta]:
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return LOOP.run(self._conn.get_read_consistency_interval())
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return self._read_consistency_interval
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@property
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def session(self) -> Optional[Session]:
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@@ -771,8 +777,16 @@ class LanceDBConnection(DBConnection):
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return self._conn.uri
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@classmethod
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def from_inner(cls, inner: LanceDbConnection):
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return cls(None, _inner=inner)
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def from_inner(
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cls,
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inner: LanceDbConnection,
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read_consistency_interval: Optional[timedelta],
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):
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return cls(
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None,
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read_consistency_interval=read_consistency_interval,
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_inner=inner,
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)
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def __repr__(self) -> str:
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return f"{self.__class__.__name__}(uri={self._conn.uri!r})"
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@@ -226,7 +226,7 @@ class PermutationBuilder:
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async def do_execute():
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inner_tbl = await self._async.execute()
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return LanceTable.from_inner(inner_tbl)
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return await LanceTable.from_inner(inner_tbl)
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return LOOP.run(do_execute())
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|
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@@ -117,6 +117,23 @@ _MODEL_BACKED_TOKENIZER_ERRORS = (
|
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"Failed to initialize default tokenizer",
|
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)
|
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|
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_MIN_SAFE_CLEANUP_AGE = timedelta(minutes=10)
|
||||
|
||||
|
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def _validate_cleanup_options(
|
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older_than: Optional[timedelta], delete_unverified: bool
|
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) -> None:
|
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if (
|
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older_than is not None
|
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and older_than < _MIN_SAFE_CLEANUP_AGE
|
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and not delete_unverified
|
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):
|
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raise ValueError(
|
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"cleanup age must be at least 10 minutes unless delete_unverified is "
|
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"true; short cleanup windows can remove a manifest still needed by an "
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"in-progress write"
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)
|
||||
|
||||
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def _add_unique_note(exception: BaseException, note: str) -> None:
|
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existing_notes = getattr(exception, "__notes__", ()) or ()
|
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@@ -1767,7 +1784,9 @@ class Table(ABC):
|
||||
----------
|
||||
older_than: timedelta, default None
|
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The minimum age of the version to delete. If None, then this defaults
|
||||
to two weeks.
|
||||
to two weeks. This must be longer than the longest expected write.
|
||||
Values shorter than 10 minutes require `delete_unverified=True` and
|
||||
are only safe when no other process can write to the dataset.
|
||||
delete_unverified: bool, default False
|
||||
Because they may be part of an in-progress transaction, files newer
|
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than 7 days old are not deleted by default. If you are sure that
|
||||
@@ -1835,9 +1854,11 @@ class Table(ABC):
|
||||
Parameters
|
||||
----------
|
||||
cleanup_older_than: timedelta, optional default 7 days
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All files belonging to versions older than this will be removed. Set
|
||||
to 0 days to remove all versions except the latest. The latest version
|
||||
is never removed.
|
||||
All files belonging to versions older than this will be removed. The
|
||||
latest version is never removed. This must be longer than the longest
|
||||
expected write. Values shorter than 10 minutes require
|
||||
`delete_unverified=True` and are only safe when no other process can
|
||||
write to the dataset.
|
||||
delete_unverified: bool, default False
|
||||
Files leftover from a failed transaction may appear to be part of an
|
||||
in-progress operation (e.g. appending new data) and these files will not
|
||||
@@ -2182,11 +2203,15 @@ class LanceTable(Table):
|
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return self.name
|
||||
|
||||
@classmethod
|
||||
def from_inner(cls, tbl: LanceDBTable):
|
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from .db import LanceDBConnection
|
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async def from_inner(cls, tbl: LanceDBTable):
|
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from .db import AsyncConnection, LanceDBConnection
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|
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async_tbl = AsyncTable(tbl)
|
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conn = LanceDBConnection.from_inner(tbl.database())
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inner_conn = tbl.database()
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read_consistency_interval = await AsyncConnection(
|
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inner_conn
|
||||
).get_read_consistency_interval()
|
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conn = LanceDBConnection.from_inner(inner_conn, read_consistency_interval)
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return cls(
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conn,
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async_tbl.name,
|
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@@ -3782,7 +3807,9 @@ class LanceTable(Table):
|
||||
----------
|
||||
older_than: timedelta, default None
|
||||
The minimum age of the version to delete. If None, then this defaults
|
||||
to two weeks.
|
||||
to two weeks. This must be longer than the longest expected write.
|
||||
Values shorter than 10 minutes require `delete_unverified=True` and
|
||||
are only safe when no other process can write to the dataset.
|
||||
delete_unverified: bool, default False
|
||||
Because they may be part of an in-progress transaction, files newer
|
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than 7 days old are not deleted by default. If you are sure that
|
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@@ -3795,6 +3822,7 @@ class LanceTable(Table):
|
||||
The stats of the cleanup operation, including how many bytes were
|
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freed.
|
||||
"""
|
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_validate_cleanup_options(older_than, delete_unverified)
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return self.to_lance().cleanup_old_versions(
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older_than, delete_unverified=delete_unverified
|
||||
)
|
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@@ -3840,9 +3868,11 @@ class LanceTable(Table):
|
||||
Parameters
|
||||
----------
|
||||
cleanup_older_than: timedelta, optional default 7 days
|
||||
All files belonging to versions older than this will be removed. Set
|
||||
to 0 days to remove all versions except the latest. The latest version
|
||||
is never removed.
|
||||
All files belonging to versions older than this will be removed. The
|
||||
latest version is never removed. This must be longer than the longest
|
||||
expected write. Values shorter than 10 minutes require
|
||||
`delete_unverified=True` and are only safe when no other process can
|
||||
write to the dataset.
|
||||
delete_unverified: bool, default False
|
||||
Files leftover from a failed transaction may appear to be part of an
|
||||
in-progress operation (e.g. appending new data) and these files will not
|
||||
@@ -6034,9 +6064,11 @@ class AsyncTable:
|
||||
Parameters
|
||||
----------
|
||||
cleanup_older_than: timedelta, optional default 7 days
|
||||
All files belonging to versions older than this will be removed. Set
|
||||
to 0 days to remove all versions except the latest. The latest version
|
||||
is never removed.
|
||||
All files belonging to versions older than this will be removed. The
|
||||
latest version is never removed. This must be longer than the longest
|
||||
expected write. Values shorter than 10 minutes require
|
||||
`delete_unverified=True` and are only safe when no other process can
|
||||
write to the dataset.
|
||||
delete_unverified: bool, default False
|
||||
Files leftover from a failed transaction may appear to be part of an
|
||||
in-progress operation (e.g. appending new data) and these files will not
|
||||
|
||||
@@ -77,6 +77,23 @@ def test_sync_repr_does_not_use_background_loop(tmp_path, monkeypatch):
|
||||
assert repr(table) == f"LanceTable(name='test', _conn={db!r})"
|
||||
|
||||
|
||||
def test_read_consistency_interval_does_not_use_background_loop(tmp_path, monkeypatch):
|
||||
from lancedb.background_loop import LOOP
|
||||
from lancedb.db import LanceDBConnection
|
||||
|
||||
consistency_interval = timedelta(seconds=5)
|
||||
db = lancedb.connect(tmp_path, read_consistency_interval=consistency_interval)
|
||||
db_from_inner = LanceDBConnection.from_inner(db._inner, consistency_interval)
|
||||
|
||||
def fail_run(*args, **kwargs):
|
||||
raise AssertionError("properties should not use the Python background loop")
|
||||
|
||||
monkeypatch.setattr(LOOP, "run", fail_run)
|
||||
|
||||
assert db.read_consistency_interval == consistency_interval
|
||||
assert db_from_inner.read_consistency_interval == consistency_interval
|
||||
|
||||
|
||||
def test_ingest_pd(tmp_path):
|
||||
db = lancedb.connect(tmp_path)
|
||||
|
||||
|
||||
@@ -6,6 +6,7 @@ import math
|
||||
import pytest
|
||||
|
||||
from lancedb import DBConnection, Table, connect
|
||||
from lancedb.background_loop import LOOP
|
||||
from lancedb.permutation import Permutation, Permutations, permutation_builder
|
||||
|
||||
|
||||
@@ -31,6 +32,25 @@ def test_split_random_ratios(mem_db):
|
||||
assert 65 <= split_1_count <= 75 # ~70% ± tolerance
|
||||
|
||||
|
||||
def test_execute_does_not_reenter_background_loop(tmp_path, monkeypatch):
|
||||
import threading
|
||||
|
||||
db = connect(tmp_path)
|
||||
tbl = db.create_table("test_table", pa.table({"x": range(10)}))
|
||||
original_run = LOOP.run
|
||||
|
||||
def fail_on_reentry(future):
|
||||
assert threading.current_thread() is not LOOP.thread
|
||||
return original_run(future)
|
||||
|
||||
monkeypatch.setattr(LOOP, "run", fail_on_reentry)
|
||||
|
||||
permutation_tbl = permutation_builder(tbl).execute()
|
||||
|
||||
assert permutation_tbl.count_rows() == 10
|
||||
assert permutation_tbl._conn.read_consistency_interval is None
|
||||
|
||||
|
||||
def test_split_random_counts(mem_db):
|
||||
"""Test random splitting with absolute counts."""
|
||||
tbl = mem_db.create_table(
|
||||
|
||||
@@ -6,6 +6,7 @@ import os
|
||||
import sys
|
||||
import threading
|
||||
import warnings
|
||||
from concurrent.futures import ThreadPoolExecutor
|
||||
from datetime import date, datetime, timedelta
|
||||
from time import sleep
|
||||
from typing import List
|
||||
@@ -2124,6 +2125,27 @@ def test_delete(mem_db: DBConnection):
|
||||
assert table.to_arrow()["id"].to_pylist() == [1]
|
||||
|
||||
|
||||
def test_concurrent_deletes_are_thread_safe(mem_db: DBConnection):
|
||||
num_workers = 8
|
||||
table = mem_db.create_table(
|
||||
"my_table", data=[{"id": row_id} for row_id in range(num_workers)]
|
||||
)
|
||||
barrier = threading.Barrier(num_workers)
|
||||
|
||||
def delete(row_id: int):
|
||||
barrier.wait()
|
||||
return table.delete(f"id = {row_id}")
|
||||
|
||||
with ThreadPoolExecutor(max_workers=num_workers) as pool:
|
||||
results = list(pool.map(delete, range(num_workers)))
|
||||
|
||||
assert all(result.num_deleted_rows == 1 for result in results)
|
||||
assert sorted(result.version for result in results) == list(
|
||||
range(2, num_workers + 2)
|
||||
)
|
||||
assert table.count_rows() == 0
|
||||
|
||||
|
||||
def test_delete_expr(mem_db: DBConnection):
|
||||
table = mem_db.create_table(
|
||||
"my_table",
|
||||
@@ -2958,6 +2980,9 @@ def test_compact_cleanup(tmp_db: DBConnection):
|
||||
stats = table.cleanup_old_versions()
|
||||
assert stats.bytes_removed == 0
|
||||
|
||||
with pytest.raises(ValueError, match="at least 10 minutes"):
|
||||
table.cleanup_old_versions(older_than=timedelta(0))
|
||||
|
||||
stats = table.cleanup_old_versions(older_than=timedelta(0), delete_unverified=True)
|
||||
assert stats.bytes_removed > 0
|
||||
assert table.version == 4
|
||||
@@ -3374,7 +3399,14 @@ async def test_optimize(mem_db_async: AsyncConnection):
|
||||
assert stats.prune.bytes_removed == 0
|
||||
assert stats.prune.old_versions_removed == 0
|
||||
|
||||
stats = await table.optimize(cleanup_older_than=timedelta(seconds=0))
|
||||
version_before_rejected_cleanup = await table.version()
|
||||
with pytest.raises(ValueError, match="at least 10 minutes"):
|
||||
await table.optimize(cleanup_older_than=timedelta(seconds=0))
|
||||
assert await table.version() == version_before_rejected_cleanup
|
||||
|
||||
stats = await table.optimize(
|
||||
cleanup_older_than=timedelta(seconds=0), delete_unverified=True
|
||||
)
|
||||
assert stats.prune.bytes_removed > 0
|
||||
assert stats.prune.old_versions_removed == 3
|
||||
|
||||
|
||||
@@ -19,6 +19,7 @@ use arrow::{
|
||||
};
|
||||
use lancedb::blob::{BlobFile, BlobRangeRequest};
|
||||
use lancedb::index::scalar::FtsIndexBuilder;
|
||||
use lancedb::table::optimize::validate_cleanup_options;
|
||||
use lancedb::table::{
|
||||
AddDataMode, ColumnAlteration, Duration, FieldMetadataUpdate, FtsToken as LanceDbFtsToken,
|
||||
NewColumnTransform, OptimizeAction, OptimizeOptions, Ref, Table as LanceDbTable,
|
||||
@@ -745,6 +746,9 @@ impl Table {
|
||||
|
||||
#[allow(private_interfaces)]
|
||||
pub fn delete(self_: PyRef<'_, Self>, condition: PredicateArg) -> PyResult<Bound<'_, PyAny>> {
|
||||
// Do not hold the Python borrow across the await. The cloned Rust table
|
||||
// handle is thread-safe and allows deletes on the same Python table to
|
||||
// run concurrently without PyO3 reporting "Already borrowed".
|
||||
let inner = self_.inner_ref()?.clone();
|
||||
future_into_py(self_.py(), async move {
|
||||
let result = match &condition {
|
||||
@@ -1214,6 +1218,7 @@ impl Table {
|
||||
} else {
|
||||
None
|
||||
};
|
||||
validate_cleanup_options(older_than, delete_unverified).infer_error()?;
|
||||
future_into_py(self_.py(), async move {
|
||||
let compaction_stats = inner
|
||||
.optimize(OptimizeAction::Compact {
|
||||
|
||||
@@ -18,7 +18,33 @@ pub use chrono::Duration;
|
||||
pub use lance::dataset::optimize::CompactionOptions;
|
||||
|
||||
use super::NativeTable;
|
||||
use crate::error::Result;
|
||||
use crate::error::{Error, Result};
|
||||
|
||||
const MIN_SAFE_CLEANUP_AGE_MINUTES: i64 = 10;
|
||||
|
||||
/// Validate version-cleanup options before starting an optimization operation.
|
||||
///
|
||||
/// This is public for the language bindings, which run compaction and cleanup as
|
||||
/// separate operations and must reject unsafe cleanup options before compaction
|
||||
/// changes the table.
|
||||
#[doc(hidden)]
|
||||
pub fn validate_cleanup_options(
|
||||
older_than: Option<Duration>,
|
||||
delete_unverified: Option<bool>,
|
||||
) -> Result<()> {
|
||||
let minimum_age =
|
||||
Duration::try_minutes(MIN_SAFE_CLEANUP_AGE_MINUTES).expect("minimum cleanup age is valid");
|
||||
if older_than.is_some_and(|age| age < minimum_age) && delete_unverified != Some(true) {
|
||||
return Err(Error::InvalidInput {
|
||||
message: format!(
|
||||
"cleanup age must be at least {MIN_SAFE_CLEANUP_AGE_MINUTES} minutes unless \
|
||||
delete_unverified is true; short cleanup windows can remove a manifest still \
|
||||
needed by an in-progress write"
|
||||
),
|
||||
});
|
||||
}
|
||||
Ok(())
|
||||
}
|
||||
|
||||
/// Optimize the dataset.
|
||||
///
|
||||
@@ -60,7 +86,9 @@ pub enum OptimizeAction {
|
||||
///
|
||||
/// Once a version is pruned it can no longer be checked out.
|
||||
Prune {
|
||||
/// The duration of time to keep versions of the dataset.
|
||||
/// The duration of time to keep versions of the dataset. This should be longer than the
|
||||
/// longest expected write. Values shorter than 10 minutes require `delete_unverified` to
|
||||
/// be true and are only safe when no other process can write to the dataset.
|
||||
older_than: Option<Duration>,
|
||||
/// Because they may be part of an in-progress transaction, files newer than 7 days old are not deleted by default.
|
||||
/// If you are sure that there are no in-progress transactions, then you can set this to True to delete all files older than `older_than`.
|
||||
@@ -164,6 +192,15 @@ pub(crate) async fn execute_optimize(
|
||||
table: &NativeTable,
|
||||
action: OptimizeAction,
|
||||
) -> Result<OptimizeStats> {
|
||||
if let OptimizeAction::Prune {
|
||||
older_than,
|
||||
delete_unverified,
|
||||
..
|
||||
} = &action
|
||||
{
|
||||
validate_cleanup_options(*older_than, *delete_unverified)?;
|
||||
}
|
||||
|
||||
let mut stats = OptimizeStats {
|
||||
compaction: None,
|
||||
prune: None,
|
||||
@@ -222,7 +259,7 @@ mod tests {
|
||||
use crate::connect;
|
||||
use crate::index::{Index, scalar::BTreeIndexBuilder};
|
||||
use crate::query::ExecutableQuery;
|
||||
use crate::table::{CompactionOptions, OptimizeAction, OptimizeStats};
|
||||
use crate::table::{CompactionOptions, Duration, OptimizeAction, OptimizeStats};
|
||||
use futures::TryStreamExt;
|
||||
|
||||
#[tokio::test]
|
||||
@@ -380,6 +417,48 @@ mod tests {
|
||||
assert_eq!(all_values, expected);
|
||||
}
|
||||
|
||||
#[tokio::test]
|
||||
async fn test_optimize_rejects_unsafe_cleanup_age() {
|
||||
let conn = connect("memory://").execute().await.unwrap();
|
||||
let batch = RecordBatch::try_new(
|
||||
Arc::new(Schema::new(vec![Field::new("i", DataType::Int32, false)])),
|
||||
vec![Arc::new(Int32Array::from_iter_values(0..10))],
|
||||
)
|
||||
.unwrap();
|
||||
let table = conn
|
||||
.create_table("test_unsafe_prune", batch.clone())
|
||||
.execute()
|
||||
.await
|
||||
.unwrap();
|
||||
table.add(batch).execute().await.unwrap();
|
||||
|
||||
let versions_before = table
|
||||
.list_versions()
|
||||
.await
|
||||
.unwrap()
|
||||
.into_iter()
|
||||
.map(|version| version.version)
|
||||
.collect::<Vec<_>>();
|
||||
let err = table
|
||||
.optimize(OptimizeAction::Prune {
|
||||
older_than: Some(Duration::zero()),
|
||||
delete_unverified: Some(false),
|
||||
error_if_tagged_old_versions: None,
|
||||
})
|
||||
.await
|
||||
.unwrap_err();
|
||||
|
||||
assert!(err.to_string().contains("at least 10 minutes"));
|
||||
let versions_after = table
|
||||
.list_versions()
|
||||
.await
|
||||
.unwrap()
|
||||
.into_iter()
|
||||
.map(|version| version.version)
|
||||
.collect::<Vec<_>>();
|
||||
assert_eq!(versions_after, versions_before);
|
||||
}
|
||||
|
||||
#[tokio::test]
|
||||
async fn test_optimize_index() {
|
||||
let conn = connect("memory://").execute().await.unwrap();
|
||||
|
||||
Reference in New Issue
Block a user