Summary:
Changes:
1. in current version, key size distribution is printed out as the result. In this change, the result will be output to a file to make further analyze easier
2. To understand how the unique keys are accessed over time, the total unique key number of each CF of each query type in each second over time is output to a file. In this way, user could know when the unique keys are accessed frequently or accessed rarely.
3. output the total QPS of each CF to a file
4. Add the print result of total queries of each CF of each query type.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4646
Differential Revision: D12968156
Pulled By: zhichao-cao
fbshipit-source-id: 6c411c7ec47c7843a70929136efd71a150db0e4c
Summary:
If the query types being analyzed do not appear in the trace, the current trace_analyzer will use 0 as the begin time, which create the time duration from 1970/01/01 to the now time. It will waste huge memory. Fixed by adding the trace_create_time to limit the duration.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4473
Differential Revision: D10246204
Pulled By: zhichao-cao
fbshipit-source-id: 42850b080b2e62f586fe73afd7737c2246d1a8c8
Summary:
Currently unity-test is failing because both trace_replay.cc and trace_analyzer_tool.cc defined `DecodeCFAndKey` under anonymous namespace. It is supposed to be fine except unity test will dump all source files together and now we have a conflict.
Another issue with trace_analyzer_tool.cc is that it is using some utility functions from ldb_cmd which is not included in Makefile for unity_test, I chose to update TESTHARNESS to include LIBOBJECTS. Feel free to comment if there is a less intrusive way to solve this.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4323
Differential Revision: D9599170
Pulled By: miasantreble
fbshipit-source-id: 38765b11f8e7de92b43c63bdcf43ea914abdc029
Summary:
Add the unit test of Iterator (Seek and SeekForPrev) to trace_analyzer_test. The output files after analyzing the trace file are checked to make sure that analyzing results are correct.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4282
Differential Revision: D9436758
Pulled By: zhichao-cao
fbshipit-source-id: 88d471c9a69e07382d9c6a45eba72773b171e7c2
Summary:
We want to sample the file I/O issued by RocksDB and report the function calls. This requires us to include the file paths otherwise it's hard to tell what has been going on.
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4039
Differential Revision: D8670178
Pulled By: riversand963
fbshipit-source-id: 97ee806d1c583a2983e28e213ee764dc6ac28f7a
Summary:
The wrong options are used in the trace_analyzer_test, removed. The potential loses integer precision are fixed.
Pass the specified testing case, make asan_check
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4274
Reviewed By: yiwu-arbug
Differential Revision: D9327811
Pulled By: zhichao-cao
fbshipit-source-id: d62cb18d6586503a490cd323bfc1c672b68b346e
Summary:
A framework of trace analyzing for RocksDB
After collecting the trace by using the tool of [PR #3837](https://github.com/facebook/rocksdb/pull/3837). User can use the Trace Analyzer to interpret, analyze, and characterize the collected workload.
**Input:**
1. trace file
2. Whole keys space file
**Statistics:**
1. Access count of each operation (Get, Put, Delete, SingleDelete, DeleteRange, Merge) in each column family.
2. Key hotness (access count) of each one
3. Key space separation based on given prefix
4. Key size distribution
5. Value size distribution if appliable
6. Top K accessed keys
7. QPS statistics including the average QPS and peak QPS
8. Top K accessed prefix
9. The query correlation analyzing, output the number of X after Y and the corresponding average time
intervals
**Output:**
1. key access heat map (either in the accessed key space or whole key space)
2. trace sequence file (interpret the raw trace file to line base text file for future use)
3. Time serial (The key space ID and its access time)
4. Key access count distritbution
5. Key size distribution
6. Value size distribution (in each intervals)
7. whole key space separation by the prefix
8. Accessed key space separation by the prefix
9. QPS of each operation and each column family
10. Top K QPS and their accessed prefix range
**Test:**
1. Added the unit test of analyzing Get, Put, Delete, SingleDelete, DeleteRange, Merge
2. Generated the trace and analyze the trace
**Implemented but not tested (due to the limitation of trace_replay):**
1. Analyzing Iterator, supporting Seek() and SeekForPrev() analyzing
2. Analyzing the number of Key found by Get
**Future Work:**
1. Support execution time analyzing of each requests
2. Support cache hit situation and block read situation of Get
Pull Request resolved: https://github.com/facebook/rocksdb/pull/4091
Differential Revision: D9256157
Pulled By: zhichao-cao
fbshipit-source-id: f0ceacb7eedbc43a3eee6e85b76087d7832a8fe6
Zhichao Cao