Commit graph

21 commits

Author SHA1 Message Date
Jay Huh 81aeb15988 Add WaitForCompact with WaitForCompactOptions to public API (#11436)
Summary:
Context:

This is the first PR for WaitForCompact() Implementation with WaitForCompactOptions. In this PR, we are introducing `Status WaitForCompact(const WaitForCompactOptions& wait_for_compact_options)` in the public API. This currently utilizes the existing internal `WaitForCompact()` implementation (with default abort_on_pause = false). `abort_on_pause` has been moved to `WaitForCompactOptions&`. In the later PRs, we will introduce the following two options in `WaitForCompactOptions`

1. `bool flush = false` by default - If true, flush before waiting for compactions to finish. Must be set to true to ensure no immediate compactions (except perhaps periodic compactions) after closing and re-opening the DB.
2. `bool close_db = false` by default - If true, will also close the DB upon compactions finishing.

1. struct `WaitForCompactOptions` added to options.h and `abort_on_pause` in the internal API moved to the option struct.
2. `Status WaitForCompact(const WaitForCompactOptions& wait_for_compact_options)` introduced in `db.h`
3. Changed the internal WaitForCompact() to `WaitForCompact(const WaitForCompactOptions& wait_for_compact_options)` and checks for the `abort_on_pause` inside the option.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/11436

Test Plan:
Following tests added
- `DBCompactionTest::WaitForCompactWaitsOnCompactionToFinish`
- `DBCompactionTest::WaitForCompactAbortOnPauseAborted`
- `DBCompactionTest::WaitForCompactContinueAfterPauseNotAborted`
- `DBCompactionTest::WaitForCompactShutdownWhileWaiting`
- `TransactionTest::WaitForCompactAbortOnPause`

NOTE: `TransactionTest::WaitForCompactAbortOnPause` was added to use `StackableDB` to ensure the wrapper function is in place.

Reviewed By: pdillinger

Differential Revision: D45799659

Pulled By: jaykorean

fbshipit-source-id: b5b58f95957f2ab47d1221dee32a61d6cdc4685b
2023-05-25 17:25:51 -07:00
Jay Huh 586d78b31e Remove wait_unscheduled from waitForCompact internal API (#11443)
Summary:
Context:

In pull request https://github.com/facebook/rocksdb/issues/11436, we are introducing a new public API `waitForCompact(const WaitForCompactOptions& wait_for_compact_options)`. This API invokes the internal implementation `waitForCompact(bool wait_unscheduled=false)`. The unscheduled parameter indicates the compactions that are not yet scheduled but are required to process items in the queue.

In certain cases, we are unable to wait for compactions, such as during a shutdown or when background jobs are paused. It is important to return the appropriate status in these scenarios. For all other cases, we should wait for all compaction and flush jobs, including the unscheduled ones. The primary purpose of this new API is to wait until the system has resolved its compaction debt. Currently, the usage of `wait_unscheduled` is limited to test code.

This pull request eliminates the usage of wait_unscheduled. The internal `waitForCompact()` API now waits for unscheduled compactions unless the db is undergoing a shutdown. In the event of a shutdown, the API returns `Status::ShutdownInProgress()`.

Additionally, a new parameter, `abort_on_pause`, has been introduced with a default value of `false`. This parameter addresses the possibility of waiting indefinitely for unscheduled jobs if `PauseBackgroundWork()` was called before `waitForCompact()` is invoked. By setting `abort_on_pause` to `true`, the API will immediately return `Status::Aborted`.

Furthermore, all tests that previously called `waitForCompact(true)` have been fixed.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/11443

Test Plan:
Existing tests that involve a shutdown in progress:

- DBCompactionTest::CompactRangeShutdownWhileDelayed
- DBTestWithParam::PreShutdownMultipleCompaction
- DBTestWithParam::PreShutdownCompactionMiddle

Reviewed By: pdillinger

Differential Revision: D45923426

Pulled By: jaykorean

fbshipit-source-id: 7dc93fe6a6841a7d9d2d72866fa647090dba8eae
2023-05-17 18:13:50 -07:00
Hui Xiao 151242ce46 Group rocksdb.sst.read.micros stat by IOActivity flush and compaction (#11288)
Summary:
**Context:**
The existing stat rocksdb.sst.read.micros does not reflect each of compaction and flush cases but aggregate them, which is not so helpful for us to understand IO read behavior of each of them.

**Summary**
- Update `StopWatch` and `RandomAccessFileReader` to record `rocksdb.sst.read.micros` and `rocksdb.file.{flush/compaction}.read.micros`
   - Fixed the default histogram in `RandomAccessFileReader`
- New field `ReadOptions/IOOptions::io_activity`; Pass `ReadOptions` through paths under db open, flush and compaction to where we can prepare `IOOptions` and pass it to `RandomAccessFileReader`
- Use `thread_status_util` for assertion in `DbStressFSWrapper` for continuous testing on we are passing correct `io_activity` under db open, flush and compaction

Pull Request resolved: https://github.com/facebook/rocksdb/pull/11288

Test Plan:
- **Stress test**
- **Db bench 1: rocksdb.sst.read.micros COUNT ≈ sum of rocksdb.file.read.flush.micros's and rocksdb.file.read.compaction.micros's.**  (without blob)
     - May not be exactly the same due to `HistogramStat::Add` only guarantees atomic not accuracy across threads.
```
./db_bench -db=/dev/shm/testdb/ -statistics=true -benchmarks="fillseq" -key_size=32 -value_size=512 -num=50000 -write_buffer_size=655 -target_file_size_base=655 -disable_auto_compactions=false -compression_type=none -bloom_bits=3 (-use_plain_table=1 -prefix_size=10)
```
```
// BlockBasedTable
rocksdb.sst.read.micros P50 : 2.009374 P95 : 4.968548 P99 : 8.110362 P100 : 43.000000 COUNT : 40456 SUM : 114805
rocksdb.file.read.flush.micros P50 : 1.871841 P95 : 3.872407 P99 : 5.540541 P100 : 43.000000 COUNT : 2250 SUM : 6116
rocksdb.file.read.compaction.micros P50 : 2.023109 P95 : 5.029149 P99 : 8.196910 P100 : 26.000000 COUNT : 38206 SUM : 108689

// PlainTable
Does not apply
```
- **Db bench 2: performance**

**Read**

SETUP: db with 900 files
```
./db_bench -db=/dev/shm/testdb/ -benchmarks="fillseq" -key_size=32 -value_size=512 -num=50000 -write_buffer_size=655  -disable_auto_compactions=true -target_file_size_base=655 -compression_type=none
```run till convergence
```
./db_bench -seed=1678564177044286 -use_existing_db=true -db=/dev/shm/testdb -benchmarks=readrandom[-X60] -statistics=true -num=1000000 -disable_auto_compactions=true -compression_type=none -bloom_bits=3
```
Pre-change
`readrandom [AVG 60 runs] : 21568 (± 248) ops/sec`
Post-change (no regression, -0.3%)
`readrandom [AVG 60 runs] : 21486 (± 236) ops/sec`

**Compaction/Flush**run till convergence
```
./db_bench -db=/dev/shm/testdb2/ -seed=1678564177044286 -benchmarks="fillseq[-X60]" -key_size=32 -value_size=512 -num=50000 -write_buffer_size=655  -disable_auto_compactions=false -target_file_size_base=655 -compression_type=none

rocksdb.sst.read.micros  COUNT : 33820
rocksdb.sst.read.flush.micros COUNT : 1800
rocksdb.sst.read.compaction.micros COUNT : 32020
```
Pre-change
`fillseq [AVG 46 runs] : 1391 (± 214) ops/sec;    0.7 (± 0.1) MB/sec`

Post-change (no regression, ~-0.4%)
`fillseq [AVG 46 runs] : 1385 (± 216) ops/sec;    0.7 (± 0.1) MB/sec`

Reviewed By: ajkr

Differential Revision: D44007011

Pulled By: hx235

fbshipit-source-id: a54c89e4846dfc9a135389edf3f3eedfea257132
2023-04-21 09:07:18 -07:00
Murali Vilayannur 226ee25d30 Block fetch CPU time counters in perf context (#11342)
Summary: Pull Request resolved: https://github.com/facebook/rocksdb/pull/11342

Reviewed By: ajkr

Differential Revision: D45026838

Pulled By: mnv104

fbshipit-source-id: 099ed9579922b8fa6e7d3332bbb829d50ec47d91
2023-04-15 11:09:44 -07:00
Andrew Kryczka 504fe4de80 Avoid allocations/copies for large GetMergeOperands() results (#10458)
Summary:
This PR avoids allocations and copies for the result of `GetMergeOperands()` when the average operand size is at least 256 bytes and the total operands size is at least 32KB. The `GetMergeOperands()` already included `PinnableSlice` but was calling `PinSelf()` (i.e., allocating and copying) for each operand. When this optimization takes effect, we instead call `PinSlice()` to skip that allocation and copy. Resources are pinned in order for the `PinnableSlice` to point to valid memory even after `GetMergeOperands()` returns.

The pinned resources include a referenced `SuperVersion`, a `MergingContext`, and a `PinnedIteratorsManager`. They are bundled into a `GetMergeOperandsState`. We use `SharedCleanablePtr` to share that bundle among all `PinnableSlice`s populated by `GetMergeOperands()`. That way, the last `PinnableSlice` to be `Reset()` will cleanup the bundle, including unreferencing the `SuperVersion`.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/10458

Test Plan:
- new DB level test
- measured benefit/regression in a number of memtable scenarios

Setup command:
```
$ ./db_bench -benchmarks=mergerandom -merge_operator=StringAppendOperator -num=$num -writes=16384 -key_size=16 -value_size=$value_sz -compression_type=none -write_buffer_size=1048576000
```

Benchmark command:
```
./db_bench -threads=$threads -use_existing_db=true -avoid_flush_during_recovery=true -write_buffer_size=1048576000 -benchmarks=readrandomoperands -merge_operator=StringAppendOperator -num=$num -duration=10
```

Worst regression is when a key has many tiny operands:

- Parameters: num=1 (implying 16384 operands per key), value_sz=8, threads=1
- `GetMergeOperands()` latency increases 682 micros -> 800 micros (+17%)

The regression disappears into the noise (<1% difference) if we remove the `Reset()` loop and the size counting loop. The former is arguably needed regardless of this PR as the convention in `Get()` and `MultiGet()` is to `Reset()` the input `PinnableSlice`s at the start. The latter could be optimized to count the size as we accumulate operands rather than after the fact.

Best improvement is when a key has large operands and high concurrency:

- Parameters: num=4 (implying 4096 operands per key), value_sz=2KB, threads=32
- `GetMergeOperands()` latency decreases 11492 micros -> 437 micros (-96%).

Reviewed By: cbi42

Differential Revision: D38336578

Pulled By: ajkr

fbshipit-source-id: 48146d127e04cb7f2d4d2939a2b9dff3aba18258
2022-08-04 00:42:13 -07:00
Peter Dillinger f87adcfb3f Fix overflow in ribbon_bench after #10184 (#10195)
Summary:
Ribbon micro-bench needs updating after re-numbering
`BloomLikeFilterPolicy::GetAllFixedImpls()` entries. (CircleCI nightly
failure.)

Also fixed memory leaks while using ASAN to validate my fix. (I assume
the leaks weren't intentional for some performance characteristic.)

Pull Request resolved: https://github.com/facebook/rocksdb/pull/10195

Test Plan: run with ASAN

Reviewed By: jay-zhuang

Differential Revision: D37244459

Pulled By: pdillinger

fbshipit-source-id: 5a363e10de3c4c9c88099c937e3dc3b4cf24fd30
2022-06-17 12:53:57 -07:00
Jay Zhuang 5490da20a5 Fix flaky db_basic_bench caused by unreleased iterator (#10058)
Summary:
Iterator is not freed after test is done (after the main for
loop), which could cause db close failed.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/10058

Test Plan:
Able to reproduce consistently with higher thread number,
like 100, make sure it passes after the fix

Reviewed By: ajkr

Differential Revision: D36685823

Pulled By: jay-zhuang

fbshipit-source-id: 4c98b8758d106bfe40cae670e689c3d284765bcf
2022-05-25 18:02:04 -07:00
Andrew Kryczka 7b7a37c069 Add microbenchmarks for DB::GetMergeOperands() (#9971)
Summary:
The new microbenchmarks, DBGetMergeOperandsInMemtable and DBGetMergeOperandsInSstFile, correspond to the two different LSMs tested: all data in one memtable and all data in one SST file, respectively. Both cases are parameterized by thread count (1 or 8) and merge operands per key (1, 32, or 1024). The SST file case is additionally parameterized by whether data is in block cache or mmap'd memory.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9971

Test Plan:
```
$ TEST_TMPDIR=/dev/shm/db_basic_bench/ ./db_basic_bench --benchmark_filter=DBGetMergeOperands
The number of inputs is very large. DBGet will be repeated at least 192 times.
The number of inputs is very large. DBGet will be repeated at least 192 times.
2022-05-09T13:15:40-07:00
Running ./db_basic_bench
Run on (36 X 2570.91 MHz CPU s)
CPU Caches:
  L1 Data 32 KiB (x18)
  L1 Instruction 32 KiB (x18)
  L2 Unified 1024 KiB (x18)
  L3 Unified 25344 KiB (x1)
Load Average: 4.50, 4.33, 4.37
----------------------------------------------------------------------------------------------------------------------------
Benchmark                                                                  Time             CPU   Iterations UserCounters...
----------------------------------------------------------------------------------------------------------------------------
DBGetMergeOperandsInMemtable/entries_per_key:1/threads:1                 846 ns          846 ns       849893 db_size=0
DBGetMergeOperandsInMemtable/entries_per_key:32/threads:1               2436 ns         2436 ns       305779 db_size=0
DBGetMergeOperandsInMemtable/entries_per_key:1024/threads:1            77226 ns        77224 ns         8152 db_size=0
DBGetMergeOperandsInMemtable/entries_per_key:1/threads:8                 116 ns          929 ns       779368 db_size=0
DBGetMergeOperandsInMemtable/entries_per_key:32/threads:8                330 ns         2644 ns       280824 db_size=0
DBGetMergeOperandsInMemtable/entries_per_key:1024/threads:8            12466 ns        99718 ns         7200 db_size=0
DBGetMergeOperandsInSstFile/entries_per_key:1/mmap:0/threads:1          1640 ns         1640 ns       461262 db_size=21.7826M
DBGetMergeOperandsInSstFile/entries_per_key:1/mmap:1/threads:1          1693 ns         1693 ns       439936 db_size=21.7826M
DBGetMergeOperandsInSstFile/entries_per_key:32/mmap:0/threads:1         3999 ns         3999 ns       172881 db_size=19.6981M
DBGetMergeOperandsInSstFile/entries_per_key:32/mmap:1/threads:1         5544 ns         5543 ns       135657 db_size=19.6981M
DBGetMergeOperandsInSstFile/entries_per_key:1024/mmap:0/threads:1      78767 ns        78761 ns         8395 db_size=19.6389M
DBGetMergeOperandsInSstFile/entries_per_key:1024/mmap:1/threads:1     157242 ns       157238 ns         4495 db_size=19.6389M
DBGetMergeOperandsInSstFile/entries_per_key:1/mmap:0/threads:8           231 ns         1848 ns       347768 db_size=21.7826M
DBGetMergeOperandsInSstFile/entries_per_key:1/mmap:1/threads:8           214 ns         1715 ns       393312 db_size=21.7826M
DBGetMergeOperandsInSstFile/entries_per_key:32/mmap:0/threads:8          596 ns         4767 ns       142088 db_size=19.6981M
DBGetMergeOperandsInSstFile/entries_per_key:32/mmap:1/threads:8          720 ns         5757 ns       118200 db_size=19.6981M
DBGetMergeOperandsInSstFile/entries_per_key:1024/mmap:0/threads:8      11613 ns        92460 ns         7344 db_size=19.6389M
DBGetMergeOperandsInSstFile/entries_per_key:1024/mmap:1/threads:8      19989 ns       159908 ns         4440 db_size=19.6389M
```

Reviewed By: jay-zhuang

Differential Revision: D36258861

Pulled By: ajkr

fbshipit-source-id: 04b733e1cc3a4a70ed9baa894c50fdf96c0d6064
2022-05-09 15:17:19 -07:00
sdong 736a7b5433 Remove own ToString() (#9955)
Summary:
ToString() is created as some platform doesn't support std::to_string(). However, we've already used std::to_string() by mistake for 16 months (in db/db_info_dumper.cc). This commit just remove ToString().

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9955

Test Plan: Watch CI tests

Reviewed By: riversand963

Differential Revision: D36176799

fbshipit-source-id: bdb6dcd0e3a3ab96a1ac810f5d0188f684064471
2022-05-06 13:03:58 -07:00
Andrew Kryczka 440c7f6306 db_basic_bench fix for DB object cleanup (#9939)
Summary:
Use `unique_ptr<DB>` to make sure the DB object is deleted. Previously it was not, which led to accumulating file descriptors for deleted directories because a `DBImpl::db_dir_` from each test remained alive.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9939

Test Plan: run `lsof -p $(pidof db_basic_bench)` while benchmark runs; verify no FDs for deleted directories.

Reviewed By: jay-zhuang

Differential Revision: D36108761

Pulled By: ajkr

fbshipit-source-id: cfe02646b038a445af7d5db8989eb1f40d658359
2022-05-03 13:38:38 -07:00
Andrew Kryczka 1eb279dcce Add mmap DBGet microbench parameters (#9903)
Summary:
I tried evaluating https://github.com/facebook/rocksdb/issues/9611 using DBGet microbenchmarks but mostly found the change is well within the noise even for hundreds of repetitions; meanwhile, the InternalKeyComparator CPU it saves is 1-2% according to perf so it should be measurable. In this PR I tried adding a mmap mode that will bypass compression/checksum/block cache/file read to focus more on the block lookup paths, and also increased the Get() count.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9903

Reviewed By: jay-zhuang, riversand963

Differential Revision: D35907375

Pulled By: ajkr

fbshipit-source-id: 69490d5040ef0863e1ce296724104d0aa7667215
2022-04-26 16:46:39 -07:00
Jay Zhuang 76383bea5d Add microbench document (#9781)
Summary:
Add basic microbenchmark document

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9781

Reviewed By: gitbw95

Differential Revision: D35272866

Pulled By: jay-zhuang

fbshipit-source-id: f482e652151fd05ca46e29629261833f038a6075
2022-03-31 17:17:44 -07:00
Jingjing Wang 5a085d789d pristine code
Summary:
This commit was generated using `mgt import`.
pristine code for third-party libraries:
third-party/benchmark

upgrade google benchmark to v1.6.1

contains a local patch that reverts [this](https://github.com/google/benchmark/pull/1227?fbclid=IwAR2CCmIJmjU62SPPQQf_t8kdAsMjYv_Pa_GxabYUOdQpGPZUHKwbnYS_1oE) and changs `enum Flags` to be `enum Flags : uint32_t`.

Reviewed By: chadaustin

Differential Revision: D35136540

fbshipit-source-id: f3662f953cd87956e5e9b767e55e3697f99d3b49
2022-03-29 15:06:17 -07:00
Jay Zhuang 18463f8c00 Remove DBGet P95/P99 benchmark metrics (#9742)
Summary:
DBGet p95 and p99 have high variation, remove them for now.
Also increase the iteration to 3 to avoid false positive.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9742

Test Plan: Internal CI

Reviewed By: ajkr

Differential Revision: D35082820

Pulled By: jay-zhuang

fbshipit-source-id: facc1d56b94e54aa8c8852c207aae2ae4e4924b0
2022-03-24 10:08:35 -07:00
Patrick Somaru ff8763c187 regenerate config jsons, reduce noise (#9644)
Summary: Pull Request resolved: https://github.com/facebook/rocksdb/pull/9644

Reviewed By: jay-zhuang

Differential Revision: D34543778

fbshipit-source-id: eae5f2c0ced4c11d365d0049bdb288598e364e8f
2022-03-01 15:09:45 -08:00
Jay Zhuang f4b2500e12 Add last level and non-last level read statistics (#9519)
Summary:
Add last level and non-last level read statistics:
```
LAST_LEVEL_READ_BYTES,
LAST_LEVEL_READ_COUNT,
NON_LAST_LEVEL_READ_BYTES,
NON_LAST_LEVEL_READ_COUNT,
```

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9519

Test Plan: added unittest

Reviewed By: siying

Differential Revision: D34062539

Pulled By: jay-zhuang

fbshipit-source-id: 908644c3050878b4234febdc72e3e19d89af38cd
2022-02-18 14:23:07 -08:00
Patrick Somaru f066b5cecb update buckifier, add support for microbenchmarks (#9598)
Summary: Pull Request resolved: https://github.com/facebook/rocksdb/pull/9598

Reviewed By: jay-zhuang, hodgesds

Differential Revision: D34130191

fbshipit-source-id: e5413f7d6af70a66940022d153b64a3383eccff1
2022-02-18 11:23:18 -08:00
Peter Dillinger 8c681087c7 Refactor FilterPolicies toward Customizable (#9567)
Summary:
Some changes to make it easier to make FilterPolicy
customizable. Especially, create distinct classes for the different
testing-only and user-facing built-in FilterPolicy modes.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9567

Test Plan:
tests updated, with no intended difference in functionality
tested. No difference in test performance seen as a result of moving to
string-based filter type configuration.

Reviewed By: mrambacher

Differential Revision: D34234694

Pulled By: pdillinger

fbshipit-source-id: 8a94931a9e04c3bcca863a4f524cfd064aaf0122
2022-02-16 08:30:03 -08:00
Jay Zhuang 980b9ff385 Add more micro-benchmark tests (#9436)
Summary:
* Add more micro-benchmark tests
* Expose an API in DBImpl for waiting for compactions (still not visible to the user)
* Add argument name for ribbon_bench
* remove benchmark run from CI, as it runs too long.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/9436

Test Plan: CI

Reviewed By: riversand963

Differential Revision: D33777836

Pulled By: jay-zhuang

fbshipit-source-id: c05de3bc082cc05b5d019f00b324e774bf4bbd96
2022-02-01 09:01:55 -08:00
Jay Zhuang 29102641dd Skip directory fsync for filesystem btrfs (#8903)
Summary:
Directory fsync might be expensive on btrfs and it may not be needed.
Here are 4 directory fsync cases:
1. creating a new file: dir-fsync is not needed on btrfs, as long as the
   new file itself is synced.
2. renaming a file: dir-fsync is not needed if the renamed file is
   synced. So an API `FsyncAfterFileRename(filename, ...)` is provided
   to sync the file on btrfs. By default, it just calls dir-fsync.
3. deleting files: dir-fsync is forced by set
   `IOOptions.force_dir_fsync = true`
4. renaming multiple files (like backup and checkpoint): dir-fsync is
   forced, the same as above.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/8903

Test Plan: run tests on btrfs and non btrfs

Reviewed By: ajkr

Differential Revision: D30885059

Pulled By: jay-zhuang

fbshipit-source-id: dd2730b31580b0bcaedffc318a762d7dbf25de4a
2021-11-03 12:21:27 -07:00
Jay Zhuang 5dd18a8d8e Add micro-benchmark support (#8493)
Summary:
Add google benchmark for microbench.
Add ribbon_bench for benchmark ribbon filter vs. other filters.

Pull Request resolved: https://github.com/facebook/rocksdb/pull/8493

Test Plan:
added test to CI
To run the benchmark on devhost:
Install benchmark: `$ sudo dnf install google-benchmark-devel`
Build and run:
`$ ROCKSDB_NO_FBCODE=1 DEBUG_LEVEL=0 make microbench`
or with cmake:
`$ mkdir build && cd build && cmake .. -DCMAKE_BUILD_TYPE=Release -DWITH_BENCHMARK=1 && make microbench`

Reviewed By: pdillinger

Differential Revision: D29589649

Pulled By: jay-zhuang

fbshipit-source-id: 8fed13b562bef4472f161ecacec1ab6b18911dff
2021-07-08 18:22:45 -07:00