Commit Graph

222 Commits

Author SHA1 Message Date
Adithya Chakilam a9044ac235
Add cgroup cpu/mem/disk usage metrics (#16472)
* Add cgroup cpu/mem usage metrics

* checks

* comments

* docs fix

* add disk metrics

* fapi check

* checkstyle

* issues

* spelling

* change asserts

* checks

* use proc builder instead of runtime

* specify charset

* spotbug
2024-05-29 12:44:37 -07:00
Vadim Ogievetsky 10ea88e5bf
Web console: more robust durable storage setting detection (#16493)
* more robust durable storage setting

* add test
2024-05-22 15:47:20 -07:00
Alberic Liu 92fb0ff718
upgrade mysql:mysql-connector-java to 8.2.0 (#16024)
* upgrade mysql:mysql-connector-java to 8.2.0

* fix the check errors

* remove unused comment
2024-05-06 21:58:37 +08:00
Rishabh Singh c61c3785a0
Followup changes to 15817 (Segment schema publishing and polling) (#16368)
* Fix build

* Nit changes in KillUnreferencedSegmentSchema

* Replace reference to the abbreviation SMQ with Metadata Query, rename inTransit maps in schema cache

* nitpicks

* Remove reference to smq abbreviation from integration-tests

* Remove reference to smq abbreviation from integration-tests

* minor change

* Update index.md

* Add delimiter while computing schema fingerprint hash
2024-05-03 19:13:52 +05:30
Rishabh Singh e30790e013
Introduce Segment Schema Publishing and Polling for Efficient Datasource Schema Building (#15817)
Issue: #14989

The initial step in optimizing segment metadata was to centralize the construction of datasource schema in the Coordinator (#14985). Thereafter, we addressed the problem of publishing schema for realtime segments (#15475). Subsequently, our goal is to eliminate the requirement for regularly executing queries to obtain segment schema information.

This is the final change which involves publishing segment schema for finalized segments from task and periodically polling them in the Coordinator.
2024-04-24 22:22:53 +05:30
Abhishek Radhakrishnan 041d0bff5e
Set default `KillUnusedSegments` duty to coordinator's indexing period & `killTaskSlotRatio` to 0.1 (#16247)
The default value for druid.coordinator.kill.period (if unspecified) has changed from P1D to the value of druid.coordinator.period.indexingPeriod. Operators can choose to override druid.coordinator.kill.period and that will take precedence over the default behavior.
The default value for the coordinator dynamic config killTaskSlotRatio is updated from 1.0 to 0.1. This ensures that that kill tasks take up only 1 task slot right out-of-the-box instead of taking up all the task slots.

* Remove stale comment and inline canDutyRun()

* druid.coordinator.kill.period defaults to druid.coordinator.period.indexingPeriod if not set.

- Remove the default P1D value for druid.coordinator.kill.period. Instead default
  druid.coordinator.kill.period to whatever value druid.coordinator.period.indexingPeriod is set
  to if the former config isn't specified.
- If druid.coordinator.kill.period is set, the value will take precedence over
  druid.coordinator.period.indexingPeriod

* Update server/src/test/java/org/apache/druid/server/coordinator/DruidCoordinatorConfigTest.java

* Fix checkstyle error

* Clarify comment

* Update server/src/main/java/org/apache/druid/server/coordinator/DruidCoordinatorConfig.java

* Put back canDutyRun()

* Default killTaskSlotsRatio to 0.1 instead of 1.0 (all slots)

* Fix typo DEFAULT_MAX_COMPACTION_TASK_SLOTS

* Remove unused test method.

* Update default value of killTaskSlotsRatio in docs and web-console default mock

* Move initDuty() after params and config setup.
2024-04-14 18:56:17 -07:00
YongGang da9feb4430
Introduce TaskContextReport for reporting task context (#16041)
Changes:
- Add `TaskContextEnricher` interface to improve task management and monitoring
- Invoke `enrichContext` in `TaskQueue.add()` whenever a new task is submitted to the Overlord
- Add `TaskContextReport` to write out task context information in reports
2024-04-12 08:57:49 +05:30
Pranav fc2600b8e2
Adding jvmVersion dimension in JVM Monitor (#16262) 2024-04-11 15:44:56 -07:00
Adithya Chakilam a65b2d4f41
Visibility into LagBased AutoScaler desired task count (#16199)
* Visibility into skipped scale notices

* comments

* change to emit always instead of just skips

* fix failing test

* comments

* Add couple more tests
2024-03-27 13:08:00 -04:00
Rushikesh Bankar 3d8b0ffae8
Add indexer level task metrics to provide more visibility in the task distribution (#15991)
Changes:

Add the following indexer level task metrics:
- `worker/task/running/count`
- `worker/task/assigned/count`
- `worker/task/completed/count`

These metrics will provide more visibility into the tasks distribution across indexers
(We often see a task skew issue across indexers and with this issue it would be easier
to catch the imbalance)
2024-03-21 11:08:01 +05:30
George Shiqi Wu 94d2a28465
Add deep storage segment metric (#16072)
* Add new metric for deepStorage segments

* Add docs

* change metric name
2024-03-11 10:24:46 -04:00
Gian Merlino 566013a5f5
Docs: Fix spelling of 5 GB. (#16040)
The spellchecker does not consider "5GB" to be spelled correctly.
2024-03-04 22:37:38 -08:00
Gian Merlino 930655ff18
Move retries into DataSegmentPusher implementations. (#15938)
* Move retries into DataSegmentPusher implementations.

The individual implementations know better when they should and should
not retry. They can also generate better error messages.

The inspiration for this patch was a situation where EntityTooLarge was
generated by the S3DataSegmentPusher, and retried uselessly by the
retry harness in PartialSegmentMergeTask.

* Fix missing var.

* Adjust imports.

* Tests, comments, style.

* Remove unused import.
2024-03-04 10:36:21 -08:00
benkrug 0c601bf430
Update basic-cluster-tuning.md (#14964)
* Update basic-cluster-tuning.md

The sentence "When free system memory is greater than or equal to druid.segmentCache.locations, the more segment data the Historical can be held in the memory-mapped segment cache" didn't read well.  Updated to clarify it.

* Update docs/operations/basic-cluster-tuning.md

* Update docs/operations/basic-cluster-tuning.md

---------

Co-authored-by: Charles Smith <techdocsmith@gmail.com>
2024-02-28 09:48:20 +08:00
AlbericByte e7d753d4b0
update the doc for dump-segment tool when using jdk11+ (#15971)
* update the doc for dump-segment tool when using jdk11+

* update the style

* fix spell check error
2024-02-28 09:40:10 +08:00
Abhishek Radhakrishnan beccc401e1
Segments created in the same batch have the same `created_date` entry & rename metric (#15977)
* All segments stored in the same batch have the same created_date entry.

In the absence of a group_id column, this metadata would allow us to easily
reason about and troubleshoot ingestion-related issues.

* Rename metric name and code references to eligibleUnusedSegments.

Address review comment from https://github.com/apache/druid/pull/15941#discussion_r1503631992
2024-02-27 17:28:43 +05:30
Abhishek Radhakrishnan 38ecf980d0
Refactor and add tests and metric to KillUnusedSegments duty (auto-kill) (#15941)
* Kill duty and test improvements.

Initial commit with:
- Bug fixes - auto-kill can throw NPE when there are no datasources present and defaults mismatch.
- Add new stat for candidate segment intervals killed.
- Move a couple of debug logs to info logs for improved visibility (should only log once per kill period).
- Remove redundant checks for code readability.
- Updated tests from using mocks (also the mocks weren't using last updated timestamp) and
  add more test coverage for different config parameters.
- Add a couple of unit tests that are ignored for the eternity case to prove that
  the kill duty doesn't clean up segments with ALL grain or that end in DateTimes.MAX.
- Migrate Druid exception from user to operator persona.

* Address review comments.

* Remove unused methods.

* fix up format specifier and validate bad config tests.

* Consolidate the helpers a bit more and add another test.

* Update test names. Add javadoc placeholders for slightly involved tests.

* Add docs for metric kill/candidateUnusedSegments/count.

Also, rename to disambiguate.

* Comments.

* Apply logging suggestions from code review

Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>

* Review comments

- Clarify docs on eligibility.
- Add test for multiple segments in the same interval. Clarify comment.
- Remove log line from test.
- Remove lastUpdatedDate = now.plus(10) from test.

* minor cleanup.

* Clarify javadocs for getUnusedSegmentIntervals().

---------

Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>
2024-02-27 12:14:41 +05:30
Katya Macedo 0f29ece6a9
[Docs] Refactor streaming ingestion section (#15591)
Merging the work so far. @ektravel , @vogievetsky if there are additional improvements, let's track them & make another pr.



* Refactor streaming ingestion docs

* Update property definition

* Update after review

* Update known issues

* Move kinesis and kafka topics to ingestion, add redirects

* Saving changes

* Saving

* Add input format text

* Update after review

* Minor text edit

* Update example syntax

* Revert back to colon

* Fix merge conflicts

* Fix broken links

* Fix spelling error
2024-02-12 13:52:42 -08:00
317brian ba07965580
docs: clean up some rolling updates stuff (#15762) 2024-01-26 14:10:53 -08:00
Abhishek Radhakrishnan 38c1def95a
Kill tasks honor the buffer period of unused segments (#15710)
* Kill tasks should honor the buffer period of unused segments.

- The coordinator duty KillUnusedSegments determines an umbrella interval
 for each datasource to determine the kill interval. There can be multiple unused
segments in an umbrella interval with different used_status_last_updated timestamps.
For example, consider an unused segment that is 30 days old and one that is 1 hour old. Currently
the kill task after the 30-day mark would kill both the unused segments and not retain the 1-hour
old one.

- However, when a kill task is instantiated with this umbrella interval, it’d kill
all the unused segments regardless of the last updated timestamp. We need kill
tasks and RetrieveUnusedSegmentsAction to honor the bufferPeriod to avoid killing
unused segments in the kill interval prematurely.

* Clarify default behavior in docs.

* test comments

* fix canDutyRun()

* small updates.

* checkstyle

* forbidden api fix

* doc fix, unused import, codeql scan error, and cleanup logs.

* Address review comments

* Rename maxUsedFlagLastUpdatedTime to maxUsedStatusLastUpdatedTime

This is consistent with the column name `used_status_last_updated`.

* Apply suggestions from code review

Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>

* Make period Duration type

* Remove older variants of runKilLTask() in OverlordClient interface

* Test can now run without waiting for canDutyRun().

* Remove previous variants of retrieveUnusedSegments from internal metadata storage coordinator interface.

Removes the following interface methods in favor of a new method added:
- retrieveUnusedSegmentsForInterval(String, Interval)
- retrieveUnusedSegmentsForInterval(String, Interval, Integer)

* Chain stream operations

* cleanup

* Pass in the lastUpdatedTime to markUnused test function and remove sleep.

---------

Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>
2024-01-18 22:23:50 -08:00
Abhishek Agarwal 468b99e608
Enable query request queuing by default when total laning is turned on. (#15440)
This PR enables the flag by default to queue excess query requests in the jetty queue. Still keeping the flag so that it can be turned off if necessary. But the flag will be removed in the future.
2024-01-09 07:54:26 +05:30
Victoria Lim 52313c51ac
docs: Anchor link checker (#15624)
Co-authored-by: 317brian <53799971+317brian@users.noreply.github.com>
2024-01-08 15:19:05 -08:00
Vishesh Garg e43bb74c3a
Add MSQ Durable Storage Connector for Google Cloud Storage and change current Google Cloud Storage client library (#15398)
The PR addresses 2 things:

    Add MSQ durable storage connector for GCS
    Change GCS client library from the old Google API Client Library to the recommended Google Cloud Client Library. Ref: https://cloud.google.com/apis/docs/client-libraries-explained
2023-12-14 07:34:49 +05:30
Abhishek Radhakrishnan 96be82a3e6
Clean up duty for non-overlapping eternity tombstones (#15281)
* Add initial draft of MarkDanglingTombstonesAsUnused duty.

* Use overshadowed segments instead of all used segments.

* Add unit test for MarkDanglingSegmentsAsUnused duty.

* Add mock call

* Simplify code.

* Docs

* shorter lines formatting

* metric doc

* More tests, refactor and fix up some logic.

* update javadocs; other review comments.

* Make numCorePartitions as 0 in the TombstoneShardSpec.

* fix up test

* Add tombstone core partition tests

* Update docs/design/coordinator.md

Co-authored-by: 317brian <53799971+317brian@users.noreply.github.com>

* review comment

* Minor cleanup

* Only consider tombstones with 0 core partitions

* Need to register the test shard type to make jackson happy

* test comments

* checkstyle

* fixup misc typos in comments

* Update logic to use overshadowed segments

* minor cleanup

* Rename duty to eternity tombstone instead of dangling. Add test for full eternity tombstone.

* Address review feedback.

---------

Co-authored-by: 317brian <53799971+317brian@users.noreply.github.com>
2023-12-11 08:57:15 -08:00
Jill Osborne 0e14a2c77f
Update retention rules doc (#15439) 2023-12-05 09:53:17 -08:00
Rishabh Singh 8c802e4c9b
Relocating Table Schema Building: Shifting from Brokers to Coordinator for Improved Efficiency (#14985)
In the current design, brokers query both data nodes and tasks to fetch the schema of the segments they serve. The table schema is then constructed by combining the schemas of all segments within a datasource. However, this approach leads to a high number of segment metadata queries during broker startup, resulting in slow startup times and various issues outlined in the design proposal.

To address these challenges, we propose centralizing the table schema management process within the coordinator. This change is the first step in that direction. In the new arrangement, the coordinator will take on the responsibility of querying both data nodes and tasks to fetch segment schema and subsequently building the table schema. Brokers will now simply query the Coordinator to fetch table schema. Importantly, brokers will still retain the capability to build table schemas if the need arises, ensuring both flexibility and resilience.
2023-11-04 19:33:25 +05:30
cristian-popa fb260f3e41
docs: LDAP trust store property clarification (#15028)
Co-authored-by: 317brian <53799971+317brian@users.noreply.github.com>
2023-11-02 13:00:08 -07:00
Charles Smith 3860052de0
remove references to Jupyter notebooks within the Druid repo (#15143)
Co-authored-by: Katya Macedo  <38017980+ektravel@users.noreply.github.com>
Co-authored-by: Katya Macedo <38017980+ektravel@users.noreply.github.com>
2023-11-01 13:17:06 -07:00
317brian 436ded3d78
docs: durable storage azure cleanup (#15120)
Co-authored-by: Laksh Singla <lakshsingla@gmail.com>
2023-10-31 15:20:38 -07:00
kaisun2000 e2cc1c4ad1
Add metric -- count of queries waiting for merge buffers (#15025)
Add 'mergeBuffer/pendingRequests' metric that exposes the count of waiting queries (threads) blocking in the merge buffers pools.
2023-10-09 12:56:23 +05:30
Karan Kumar 2f1bcd6717
Adding `"segment/scan/active" metric for processing thread pool. (#15060) 2023-09-29 12:34:28 -07:00
Kashif Faraz 647686aee2
Add test and metrics for KillStalePendingSegments duty (#14951)
Changes:
- Add new metric `kill/pendingSegments/count` with dimension `dataSource`
- Add tests for `KillStalePendingSegments`
- Reduce no-op logs that spit out for each datasource even when no pending
segments have been deleted. This can get particularly noisy at low values of `indexingPeriod`.
- Refactor the code in `KillStalePendingSegments` for readability and add javadocs
2023-09-08 10:33:47 +05:30
Hardik Bajaj e100b18e86
Updated documentation for OshiSysMonitor (#14912) 2023-09-07 16:54:33 +05:30
Laksh Singla 6ee0b06e38
Auto configuration for maxSubqueryBytes (#14808)
A new monitor SubqueryCountStatsMonitor which emits the metrics corresponding to the subqueries and their execution is now introduced. Moreover, the user can now also use the auto mode to automatically set the number of bytes available per query for the inlining of its subquery's results.
2023-09-06 05:47:19 +00:00
Clint Wylie 36e659a501
remove group-by v1 (#14866)
* remove group-by v1

* docs

* remove unused configs, fix test

* fix test

* adjustments

* why not

* adjust

* review stuff
2023-08-23 12:44:06 -07:00
Kashif Faraz 097b645005
Clean up after add kill bufferPeriod (#14868)
Follow up changes to #12599 

Changes:
- Rename column `used_flag_last_updated` to `used_status_last_updated`
- Remove new CLI tool `UpdateTables`.
  - We already have a `CreateTables` with similar functionality, which should be able to
  handle update cases too.
  - Any user running the cluster for the first time should either just have `connector.createTables`
  enabled or run `CreateTables` which should create tables at the latest version.
  - For instance, the `UpdateTables` tool would be inadequate when a new metadata table has
  been added to Druid, and users would have to run `CreateTables` anyway.
- Remove `upgrade-prep.md` and include that info in `metadata-init.md`.
- Fix log messages to adhere to Druid style
- Use lambdas
2023-08-19 00:00:04 +05:30
Lucas Capistrant 9c124f2cde
Add a configurable bufferPeriod between when a segment is marked unused and deleted by KillUnusedSegments duty (#12599)
* Add new configurable buffer period to create gap between mark unused and kill of segment

* Changes after testing

* fixes and improvements

* changes after initial self review

* self review changes

* update sql statement that was lacking last_used

* shore up some code in SqlMetadataConnector after self review

* fix derby compatibility and improve testing/docs

* fix checkstyle violations

* Fixes post merge with master

* add some unit tests to improve coverage

* ignore test coverage on new UpdateTools cli tool

* another attempt to ignore UpdateTables in coverage check

* change column name to used_flag_last_updated

* fix a method signature after column name switch

* update docs spelling

* Update spelling dictionary

* Fixing up docs/spelling and integrating altering tasks table with my alteration code

* Update NULL values for used_flag_last_updated in the background

* Remove logic to allow segs with null used_flag_last_updated to be killed regardless of bufferPeriod

* remove unneeded things now that the new column is automatically updated

* Test new background row updater method

* fix broken tests

* fix create table statement

* cleanup DDL formatting

* Revert adding columns to entry table by default

* fix compilation issues after merge with master

* discovered and fixed metastore inserts that were breaking integration tests

* fixup forgotten insert by using pattern of sharing now timestamp across columns

* fix issue introduced by merge

* fixup after merge with master

* add some directions to docs in the case of segment table validation issues
2023-08-17 19:32:51 -05:00
317brian 6b4dda964d
Docusaurus2 upgrade for master (#14411)
Co-authored-by: Victoria Lim <vtlim@users.noreply.github.com>
Co-authored-by: Charles Smith <techdocsmith@gmail.com>
2023-08-16 19:01:21 -07:00
zachjsh 82d82dfbd6
Add stats to KillUnusedSegments coordinator duty (#14782)
### Description

Added the following metrics, which are calculated from the `KillUnusedSegments` coordinatorDuty

`"killTask/availableSlot/count"`: calculates the number remaining task slots available for auto kill
`"killTask/maxSlot/count"`: calculates the maximum number of tasks available for auto kill
`"killTask/task/count"`: calculates the number of tasks submitted by auto kill. 

#### Release note
NEW: metrics added for auto kill

`"killTask/availableSlot/count"`: calculates the number remaining task slots available for auto kill
`"killTask/maxSlot/count"`: calculates the maximum number of tasks available for auto kill
`"killTask/task/count"`: calculates the number of tasks submitted by auto kill.
2023-08-10 18:36:53 -04:00
Tejaswini Bandlamudi a45b25fa1d
Removes support for Hadoop 2 (#14763)
Removing Hadoop 2 support as discussed in https://lists.apache.org/list?dev@druid.apache.org:lte=1M:hadoop
2023-08-09 17:47:52 +05:30
Suneet Saldanha 2af0ab2425
Metric to report time spent fetching and analyzing segments (#14752)
* Metric to report time spent fetching and analyzing segments

* fix test

* spell check

* fix tests

* checkstyle

* remove unused variable

* Update docs/operations/metrics.md

Co-authored-by: Katya Macedo  <38017980+ektravel@users.noreply.github.com>

* Update docs/operations/metrics.md

Co-authored-by: Katya Macedo  <38017980+ektravel@users.noreply.github.com>

* Update docs/operations/metrics.md

Co-authored-by: Katya Macedo  <38017980+ektravel@users.noreply.github.com>

---------

Co-authored-by: Katya Macedo <38017980+ektravel@users.noreply.github.com>
2023-08-07 18:32:48 -07:00
Suneet Saldanha 62ddeaf16f
Additional dimensions for service/heartbeat (#14743)
* Additional dimensions for service/heartbeat

* docs

* review

* review
2023-08-04 11:01:07 -07:00
317brian 3b5b6c6a41
docs: query from deep storage (#14609)
* cold tier wip

* wip

* copyedits

* wip

* copyedits

* copyedits

* wip

* wip

* update rules page

* typo

* typo

* update sidebar

* moves durable storage info to its own page in operations

* update screenshots

* add apache license

* Apply suggestions from code review

Co-authored-by: Victoria Lim <vtlim@users.noreply.github.com>

* add query from deep storage tutorial stub

* address some of the feedback

* revert screenshot update. handled in separate pr

* load rule update

* wip tutorial

* reformat deep storage endpoints

* rest of tutorial

* typo

* cleanup

* screenshot and sidebar for tutorial

* add license

* typos

* Apply suggestions from code review

Co-authored-by: Victoria Lim <vtlim@users.noreply.github.com>

* rest of review comments

* clarify where results are stored

* update api reference for durablestorage context param

* Apply suggestions from code review

Co-authored-by: Karan Kumar <karankumar1100@gmail.com>

* comments

* incorporate #14720

* address rest of comments

* missed one

* Update docs/api-reference/sql-api.md

* Update docs/api-reference/sql-api.md

---------

Co-authored-by: Victoria Lim <vtlim@users.noreply.github.com>
Co-authored-by: demo-kratia <56242907+demo-kratia@users.noreply.github.com>
Co-authored-by: Karan Kumar <karankumar1100@gmail.com>
2023-08-04 11:10:08 +05:30
Kashif Faraz 10328c0743
Rename metadatacache and serverview metrics (#14716) 2023-08-01 14:18:20 +05:30
Katya Macedo 0b9e4af443
Clean up some of the descriptions (#14661)
Co-authored-by: Charles Smith <techdocsmith@gmail.com>
Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>
2023-07-27 12:11:58 -07:00
Nhi Pham dd204e596d
Refresh the OS Druid web console screenshots (#14397)
Co-authored-by: Katya Macedo  <38017980+ektravel@users.noreply.github.com>
Co-authored-by: Katya Macedo <38017980+ektravel@users.noreply.github.com>
2023-07-26 16:32:03 -07:00
Gian Merlino bac5ef347c
Add ingest/input/bytes metric and Kafka consumer metrics. (#14582)
* Add ingest/input/bytes metric and Kafka consumer metrics.

New metrics:

1) ingest/input/bytes. Equivalent to processedBytes in the task reports.

2) kafka/consumer/bytesConsumed: Equivalent to the Kafka consumer
   metric "bytes-consumed-total". Only emitted for Kafka tasks.

3) kafka/consumer/recordsConsumed: Equivalent to the Kafka consumer
   metric "records-consumed-total". Only emitted for Kafka tasks.

* Fix anchor.

* Fix KafkaConsumerMonitor.

* Interface updates.

* Doc changes.

* Update indexing-service/src/main/java/org/apache/druid/indexing/seekablestream/SeekableStreamIndexTask.java

Co-authored-by: Benedict Jin <asdf2014@apache.org>

---------

Co-authored-by: Benedict Jin <asdf2014@apache.org>
2023-07-20 10:56:22 +08:00
Kashif Faraz 88dc330da2
Docs: Changes for coordinator improvements done in #13197 (#14590) 2023-07-18 14:22:00 +05:30
Gian Merlino 3ff51487b7
Add ZooKeeper connection state alerts and metrics. (#14333)
* Add ZooKeeper connection state alerts and metrics.

- New metric "zk/connected" is an indicator showing 1 when connected,
  0 when disconnected.
- New metric "zk/disconnected/time" measures time spent disconnected.
- New alert when Curator connection state enters LOST or SUSPENDED.

* Use right GuardedBy.

* Test fixes, coverage.

* Adjustment.

* Fix tests.

* Fix ITs.

* Improved injection.

* Adjust metric name, add tests.
2023-07-12 09:34:28 -07:00
Abhishek Radhakrishnan 854ef98235
Minor doc fixes. (#14565)
Co-authored-by: Kashif Faraz <kashif.faraz@gmail.com>
2023-07-11 13:12:40 -07:00