Commit Graph

4 Commits

Author SHA1 Message Date
zhichao-cao
cf7150ac2e Add the unit test of Iterator to trace_analyzer_test (#4282)
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
2018-08-23 17:28:32 -07:00
Yanqin Jin
bb5dcea98e Add path to WritableFileWriter. (#4039)
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
2018-08-23 10:12:58 -07:00
Zhichao Cao
8ae2bf5331 Fix the build and test bugs in the Trace_analyzer (#4274)
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
2018-08-14 18:27:48 -07:00
Zhichao Cao
999d955e4f RocksDB Trace Analyzer (#4091)
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
2018-08-13 11:44:02 -07:00