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Commits
| Author | SHA1 | Date | |
|---|---|---|---|
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7cfc8d3848 | ||
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d8c5695b7b |
@@ -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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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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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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#### Parameters
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* **options?**: `Partial`<[`OptimizeOptions`](../interfaces/OptimizeOptions.md)>
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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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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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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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#### 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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olderThan.setDate(olderThan.getDate() - 1));
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tbl.optimize({cleanupOlderThan: olderThan});
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tbl.optimize({cleanupOlderThan: olderThan});
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// Delete all versions except the current version
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// With exclusive access, delete all versions except the current version
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tbl.optimize({cleanupOlderThan: new Date()});
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tbl.optimize({cleanupOlderThan: new Date(), deleteUnverified: true});
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```
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```
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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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});
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it("cleanups old versions", async () => {
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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.bytesRemoved).toBeGreaterThan(0);
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expect(stats.prune.oldVersionsRemoved).toBe(3);
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expect(stats.prune.oldVersionsRemoved).toBe(3);
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});
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});
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@@ -129,15 +129,18 @@ export interface OptimizeOptions {
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/**
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/**
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* If set then all versions older than the given 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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* 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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* @example
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* // Delete all versions older than 1 day
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* // Delete all versions older than 1 day
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* const olderThan = new Date();
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* const olderThan = new Date();
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* olderThan.setDate(olderThan.getDate() - 1));
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* olderThan.setDate(olderThan.getDate() - 1));
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* tbl.optimize({cleanupOlderThan: olderThan});
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* tbl.optimize({cleanupOlderThan: olderThan});
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*
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*
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* // Delete all versions except the current version
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* // With exclusive access, delete all versions except the current version
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* tbl.optimize({cleanupOlderThan: new Date()});
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* tbl.optimize({cleanupOlderThan: new Date(), deleteUnverified: true});
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*/
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*/
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cleanupOlderThan: Date;
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cleanupOlderThan: Date;
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/**
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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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* 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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* 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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* 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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*/
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abstract optimize(options?: Partial<OptimizeOptions>): Promise<OptimizeStats>;
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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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/** 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 chrono::{DateTime, Utc};
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use lancedb::ipc::{ipc_file_to_batches, ipc_file_to_schema};
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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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use lancedb::table::{
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AddDataMode, ColumnAlteration as LanceColumnAlteration, Duration,
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AddDataMode, ColumnAlteration as LanceColumnAlteration, Duration,
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FieldMetadataUpdate as LanceFieldMetadataUpdate, FtsToken as LanceDbFtsToken,
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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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} else {
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None
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None
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||||||
};
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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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let compaction_stats = inner
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.optimize(OptimizeAction::Compact {
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.optimize(OptimizeAction::Compact {
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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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"Failed to initialize default tokenizer",
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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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|
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||||||
|
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def _add_unique_note(exception: BaseException, note: str) -> None:
|
def _add_unique_note(exception: BaseException, note: str) -> None:
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existing_notes = getattr(exception, "__notes__", ()) or ()
|
existing_notes = getattr(exception, "__notes__", ()) or ()
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@@ -1767,7 +1784,9 @@ class Table(ABC):
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----------
|
----------
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older_than: timedelta, default None
|
older_than: timedelta, default None
|
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The minimum age of the version to delete. If None, then this defaults
|
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
|
delete_unverified: bool, default False
|
||||||
Because they may be part of an in-progress transaction, files newer
|
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
|
than 7 days old are not deleted by default. If you are sure that
|
||||||
@@ -1835,9 +1854,11 @@ class Table(ABC):
|
|||||||
Parameters
|
Parameters
|
||||||
----------
|
----------
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||||||
cleanup_older_than: timedelta, optional default 7 days
|
cleanup_older_than: timedelta, optional default 7 days
|
||||||
All files belonging to versions older than this will be removed. Set
|
All files belonging to versions older than this will be removed. The
|
||||||
to 0 days to remove all versions except the latest. The latest version
|
latest version is never removed. This must be longer than the longest
|
||||||
is never removed.
|
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
|
delete_unverified: bool, default False
|
||||||
Files leftover from a failed transaction may appear to be part of an
|
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
|
in-progress operation (e.g. appending new data) and these files will not
|
||||||
@@ -3786,7 +3807,9 @@ class LanceTable(Table):
|
|||||||
----------
|
----------
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||||||
older_than: timedelta, default None
|
older_than: timedelta, default None
|
||||||
The minimum age of the version to delete. If None, then this defaults
|
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
|
delete_unverified: bool, default False
|
||||||
Because they may be part of an in-progress transaction, files newer
|
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
|
than 7 days old are not deleted by default. If you are sure that
|
||||||
@@ -3799,6 +3822,7 @@ class LanceTable(Table):
|
|||||||
The stats of the cleanup operation, including how many bytes were
|
The stats of the cleanup operation, including how many bytes were
|
||||||
freed.
|
freed.
|
||||||
"""
|
"""
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||||||
|
_validate_cleanup_options(older_than, delete_unverified)
|
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return self.to_lance().cleanup_old_versions(
|
return self.to_lance().cleanup_old_versions(
|
||||||
older_than, delete_unverified=delete_unverified
|
older_than, delete_unverified=delete_unverified
|
||||||
)
|
)
|
||||||
@@ -3844,9 +3868,11 @@ class LanceTable(Table):
|
|||||||
Parameters
|
Parameters
|
||||||
----------
|
----------
|
||||||
cleanup_older_than: timedelta, optional default 7 days
|
cleanup_older_than: timedelta, optional default 7 days
|
||||||
All files belonging to versions older than this will be removed. Set
|
All files belonging to versions older than this will be removed. The
|
||||||
to 0 days to remove all versions except the latest. The latest version
|
latest version is never removed. This must be longer than the longest
|
||||||
is never removed.
|
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
|
delete_unverified: bool, default False
|
||||||
Files leftover from a failed transaction may appear to be part of an
|
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
|
in-progress operation (e.g. appending new data) and these files will not
|
||||||
@@ -6038,9 +6064,11 @@ class AsyncTable:
|
|||||||
Parameters
|
Parameters
|
||||||
----------
|
----------
|
||||||
cleanup_older_than: timedelta, optional default 7 days
|
cleanup_older_than: timedelta, optional default 7 days
|
||||||
All files belonging to versions older than this will be removed. Set
|
All files belonging to versions older than this will be removed. The
|
||||||
to 0 days to remove all versions except the latest. The latest version
|
latest version is never removed. This must be longer than the longest
|
||||||
is never removed.
|
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
|
delete_unverified: bool, default False
|
||||||
Files leftover from a failed transaction may appear to be part of an
|
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
|
in-progress operation (e.g. appending new data) and these files will not
|
||||||
|
|||||||
@@ -2980,6 +2980,9 @@ def test_compact_cleanup(tmp_db: DBConnection):
|
|||||||
stats = table.cleanup_old_versions()
|
stats = table.cleanup_old_versions()
|
||||||
assert stats.bytes_removed == 0
|
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)
|
stats = table.cleanup_old_versions(older_than=timedelta(0), delete_unverified=True)
|
||||||
assert stats.bytes_removed > 0
|
assert stats.bytes_removed > 0
|
||||||
assert table.version == 4
|
assert table.version == 4
|
||||||
@@ -3396,7 +3399,14 @@ async def test_optimize(mem_db_async: AsyncConnection):
|
|||||||
assert stats.prune.bytes_removed == 0
|
assert stats.prune.bytes_removed == 0
|
||||||
assert stats.prune.old_versions_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.bytes_removed > 0
|
||||||
assert stats.prune.old_versions_removed == 3
|
assert stats.prune.old_versions_removed == 3
|
||||||
|
|
||||||
|
|||||||
@@ -19,6 +19,7 @@ use arrow::{
|
|||||||
};
|
};
|
||||||
use lancedb::blob::{BlobFile, BlobRangeRequest};
|
use lancedb::blob::{BlobFile, BlobRangeRequest};
|
||||||
use lancedb::index::scalar::FtsIndexBuilder;
|
use lancedb::index::scalar::FtsIndexBuilder;
|
||||||
|
use lancedb::table::optimize::validate_cleanup_options;
|
||||||
use lancedb::table::{
|
use lancedb::table::{
|
||||||
AddDataMode, ColumnAlteration, Duration, FieldMetadataUpdate, FtsToken as LanceDbFtsToken,
|
AddDataMode, ColumnAlteration, Duration, FieldMetadataUpdate, FtsToken as LanceDbFtsToken,
|
||||||
NewColumnTransform, OptimizeAction, OptimizeOptions, Ref, Table as LanceDbTable,
|
NewColumnTransform, OptimizeAction, OptimizeOptions, Ref, Table as LanceDbTable,
|
||||||
@@ -1217,6 +1218,7 @@ impl Table {
|
|||||||
} else {
|
} else {
|
||||||
None
|
None
|
||||||
};
|
};
|
||||||
|
validate_cleanup_options(older_than, delete_unverified).infer_error()?;
|
||||||
future_into_py(self_.py(), async move {
|
future_into_py(self_.py(), async move {
|
||||||
let compaction_stats = inner
|
let compaction_stats = inner
|
||||||
.optimize(OptimizeAction::Compact {
|
.optimize(OptimizeAction::Compact {
|
||||||
|
|||||||
@@ -18,7 +18,33 @@ pub use chrono::Duration;
|
|||||||
pub use lance::dataset::optimize::CompactionOptions;
|
pub use lance::dataset::optimize::CompactionOptions;
|
||||||
|
|
||||||
use super::NativeTable;
|
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.
|
/// Optimize the dataset.
|
||||||
///
|
///
|
||||||
@@ -60,7 +86,9 @@ pub enum OptimizeAction {
|
|||||||
///
|
///
|
||||||
/// Once a version is pruned it can no longer be checked out.
|
/// Once a version is pruned it can no longer be checked out.
|
||||||
Prune {
|
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>,
|
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.
|
/// 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`.
|
/// 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,
|
table: &NativeTable,
|
||||||
action: OptimizeAction,
|
action: OptimizeAction,
|
||||||
) -> Result<OptimizeStats> {
|
) -> Result<OptimizeStats> {
|
||||||
|
if let OptimizeAction::Prune {
|
||||||
|
older_than,
|
||||||
|
delete_unverified,
|
||||||
|
..
|
||||||
|
} = &action
|
||||||
|
{
|
||||||
|
validate_cleanup_options(*older_than, *delete_unverified)?;
|
||||||
|
}
|
||||||
|
|
||||||
let mut stats = OptimizeStats {
|
let mut stats = OptimizeStats {
|
||||||
compaction: None,
|
compaction: None,
|
||||||
prune: None,
|
prune: None,
|
||||||
@@ -222,7 +259,7 @@ mod tests {
|
|||||||
use crate::connect;
|
use crate::connect;
|
||||||
use crate::index::{Index, scalar::BTreeIndexBuilder};
|
use crate::index::{Index, scalar::BTreeIndexBuilder};
|
||||||
use crate::query::ExecutableQuery;
|
use crate::query::ExecutableQuery;
|
||||||
use crate::table::{CompactionOptions, OptimizeAction, OptimizeStats};
|
use crate::table::{CompactionOptions, Duration, OptimizeAction, OptimizeStats};
|
||||||
use futures::TryStreamExt;
|
use futures::TryStreamExt;
|
||||||
|
|
||||||
#[tokio::test]
|
#[tokio::test]
|
||||||
@@ -380,6 +417,48 @@ mod tests {
|
|||||||
assert_eq!(all_values, expected);
|
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]
|
#[tokio::test]
|
||||||
async fn test_optimize_index() {
|
async fn test_optimize_index() {
|
||||||
let conn = connect("memory://").execute().await.unwrap();
|
let conn = connect("memory://").execute().await.unwrap();
|
||||||
|
|||||||
Reference in New Issue
Block a user