andreacavalli/rocksdb
0
0
Fork 0
Code Issues Pull Requests Projects Releases Wiki Activity
999d955e4f
rocksdb/util
History
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
..
aligned_buffer.h Fix Copying of data between buffers in FilePrefetchBuffer (#4100) 2018-07-11 12:28:13 -07:00
allocator.h Change RocksDB License 2017-07-15 16:11:23 -07:00
arena_test.cc arena: derive alignment unit from std::max_align_t 2017-10-17 11:13:19 -07:00
arena.cc comment unused parameters to turn on -Wunused-parameter flag 2018-04-12 17:59:16 -07:00
arena.h arena: derive alignment unit from std::max_align_t 2017-10-17 11:13:19 -07:00
auto_roll_logger_test.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
auto_roll_logger.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
auto_roll_logger.h Fix the Logger::Close() and DBImpl::Close() design pattern 2018-02-23 13:57:26 -08:00
autovector_test.cc fix memory leak in two_level_iterator 2018-04-15 17:26:26 -07:00
autovector.h Change RocksDB License 2017-07-15 16:11:23 -07:00
bloom_test.cc fix gflags namespace 2017-12-01 10:42:05 -08:00
bloom.cc Improve FullFilterBitsReader::HashMayMatch's doc (#4202) 2018-08-06 11:13:18 -07:00
build_version.cc.in Makefile: generate util/build_version.cc from .in file (#1384) 2016-10-25 11:31:39 -07:00
build_version.h Change RocksDB License 2017-07-15 16:11:23 -07:00
cast_util.h Add a missing "once" in .h 2017-07-31 12:12:03 -07:00
channel.h Change RocksDB License 2017-07-15 16:11:23 -07:00
coding_test.cc Coding.h: Added Fixed16 support (#4142) 2018-07-16 23:43:41 -07:00
coding.cc Enable MSVC W4 with a few exceptions. Fix warnings and bugs 2017-10-19 10:57:12 -07:00
coding.h Index value delta encoding (#3983) 2018-08-09 16:58:40 -07:00
compaction_job_stats_impl.cc comment unused parameters to turn on -Wunused-parameter flag 2018-04-12 17:59:16 -07:00
comparator.cc use user_key and iterate_upper_bound to determine compatibility of bloom filters (#3899) 2018-06-26 15:57:26 -07:00
compression_context_cache.cc run make format for PR 3838 (#3954) 2018-06-05 12:58:02 -07:00
compression_context_cache.h run make format for PR 3838 (#3954) 2018-06-05 12:58:02 -07:00
compression.h Converted db/merge_test.cc to use gtest (#4114) 2018-07-13 14:13:07 -07:00
concurrent_arena.cc Cap concurrent arena's shard block size to 128KB (#4147) 2018-07-18 10:43:54 -07:00
concurrent_arena.h util: Fix coverity issues 2017-11-03 14:42:08 -07:00
core_local.h Change RocksDB License 2017-07-15 16:11:23 -07:00
crc32c_ppc_asm.S Updated CRC32 Power Optimization Changes 2017-08-31 14:16:30 -07:00
crc32c_ppc_constants.h Make it explicit blob db doesn't support CF 2017-09-08 11:11:04 -07:00
crc32c_ppc.c Updated CRC32 Power Optimization Changes 2017-08-31 14:16:30 -07:00
crc32c_ppc.h Updated CRC32 Power Optimization Changes 2017-08-31 14:16:30 -07:00
crc32c_test.cc Build and tests fixes for Solaris Sparc (#4000) 2018-06-15 12:42:53 -07:00
crc32c.cc Add GCC 8 to Travis (#3433) 2018-07-13 10:58:06 -07:00
crc32c.h Updated CRC32 Power Optimization Changes 2017-08-31 14:16:30 -07:00
delete_scheduler_test.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
delete_scheduler.cc In delete scheduler, before ftruncate file for slow delete, check whether there is other hard links (#4093) 2018-07-09 15:28:12 -07:00
delete_scheduler.h In delete scheduler, before ftruncate file for slow delete, check whether there is other hard links (#4093) 2018-07-09 15:28:12 -07:00
duplicate_detector.h Improve db_stress with transactions 2018-04-18 16:32:35 -07:00
dynamic_bloom_test.cc fix gflags namespace 2017-12-01 10:42:05 -08:00
dynamic_bloom.cc Use nullptr instead of NULL / 0 more consistently. 2018-03-07 12:42:12 -08:00
dynamic_bloom.h Enable MSVC W4 with a few exceptions. Fix warnings and bugs 2017-10-19 10:57:12 -07:00
event_logger_test.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
event_logger.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
event_logger.h Change RocksDB License 2017-07-15 16:11:23 -07:00
fault_injection_test_env.cc Allow DB resume after background errors (#3997) 2018-06-28 12:34:40 -07:00
fault_injection_test_env.h Allow DB resume after background errors (#3997) 2018-06-28 12:34:40 -07:00
file_reader_writer_test.cc Comment out unused variables 2018-03-05 13:13:41 -08:00
file_reader_writer.cc RocksDB Trace Analyzer (#4091) 2018-08-13 11:44:02 -07:00
file_reader_writer.h RocksDB Trace Analyzer (#4091) 2018-08-13 11:44:02 -07:00
file_util.cc Add file name info to SequentialFileReader. (#4026) 2018-06-21 08:42:24 -07:00
file_util.h Sync parent directory after deleting a file in delete scheduler 2018-04-26 13:58:20 -07:00
filelock_test.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
filename.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
filename.h Change RocksDB License 2017-07-15 16:11:23 -07:00
filter_policy.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
gflags_compat.h fix gflags namespace 2017-12-01 10:42:05 -08:00
hash_map.h Change RocksDB License 2017-07-15 16:11:23 -07:00
hash_test.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
hash.cc Add GCC 8 to Travis (#3433) 2018-07-13 10:58:06 -07:00
hash.h Change RocksDB License 2017-07-15 16:11:23 -07:00
heap_test.cc fix gflags namespace 2017-12-01 10:42:05 -08:00
heap.h Change RocksDB License 2017-07-15 16:11:23 -07:00
kv_map.h Change RocksDB License 2017-07-15 16:11:23 -07:00
log_buffer.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
log_buffer.h Change RocksDB License 2017-07-15 16:11:23 -07:00
log_write_bench.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
logging.h Change RocksDB License 2017-07-15 16:11:23 -07:00
memory_usage.h Change RocksDB License 2017-07-15 16:11:23 -07:00
murmurhash.cc Add GCC 8 to Travis (#3433) 2018-07-13 10:58:06 -07:00
murmurhash.h Change RocksDB License 2017-07-15 16:11:23 -07:00
mutexlock.h Change RocksDB License 2017-07-15 16:11:23 -07:00
ppc-opcode.h Updated CRC32 Power Optimization Changes 2017-08-31 14:16:30 -07:00
random.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
random.h Change RocksDB License 2017-07-15 16:11:23 -07:00
rate_limiter_test.cc comment unused parameters to turn on -Wunused-parameter flag 2018-04-12 17:59:16 -07:00
rate_limiter.cc rate limit auto-tuning 2017-10-04 19:15:01 -07:00
rate_limiter.h rate limit auto-tuning 2017-10-04 19:15:01 -07:00
set_comparator.h WritePrepared Txn: Move DuplicateDetector to util 2018-03-05 23:57:12 -08:00
slice_transform_test.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
slice.cc use user_key and iterate_upper_bound to determine compatibility of bloom filters (#3899) 2018-06-26 15:57:26 -07:00
sst_file_manager_impl.cc Expose GetTotalTrashSize in SstFileManager interface (#4206) 2018-08-04 17:57:48 -07:00
sst_file_manager_impl.h Expose GetTotalTrashSize in SstFileManager interface (#4206) 2018-08-04 17:57:48 -07:00
status.cc move static msgs out of Status class (#4144) 2018-07-23 15:44:16 -07:00
stderr_logger.h Change RocksDB License 2017-07-15 16:11:23 -07:00
stop_watch.h Exclude time waiting for rate limiter from rocksdb.sst.read.micros (#4102) 2018-07-13 18:44:14 -07:00
string_util.cc Several small "fixes" 2018-02-15 16:57:37 -08:00
string_util.h Change RocksDB License 2017-07-15 16:11:23 -07:00
sync_point_impl.cc Avoid acquiring SyncPoint mutex when it is disabled (#3991) 2018-06-13 13:13:18 -07:00
sync_point_impl.h Avoid acquiring SyncPoint mutex when it is disabled (#3991) 2018-06-13 13:13:18 -07:00
sync_point.cc Refactor sync_point to make implementation either customizable or replaceable 2018-03-23 12:56:52 -07:00
sync_point.h Fix singleton destruction order of PosixEnv and SyncPoint (#3951) 2018-06-04 15:58:46 -07:00
testharness.cc Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
testharness.h Per-thread unique test db names (#4135) 2018-07-13 17:27:39 -07:00
testutil.cc Index value delta encoding (#3983) 2018-08-09 16:58:40 -07:00
testutil.h Add file name info to SequentialFileReader. (#4026) 2018-06-21 08:42:24 -07:00
thread_list_test.cc Use nullptr instead of NULL / 0 more consistently. 2018-03-07 12:42:12 -08:00
thread_local_test.cc Comment out unused variables 2018-03-05 13:13:41 -08:00
thread_local.cc Reformatting some recent changes (#4161) 2018-07-20 14:43:38 -07:00
thread_local.h Provide a way to override windows memory allocator with jemalloc for ZSTD 2018-06-04 12:12:48 -07:00
thread_operation.h Change RocksDB License 2017-07-15 16:11:23 -07:00
threadpool_imp.cc Support lowering CPU priority of background threads 2018-04-24 08:41:51 -07:00
threadpool_imp.h Support lowering CPU priority of background threads 2018-04-24 08:41:51 -07:00
timer_queue_test.cc Change RocksDB License 2017-07-15 16:11:23 -07:00
timer_queue.h Change RocksDB License 2017-07-15 16:11:23 -07:00
trace_replay.cc Add tracing function of Seek() and SeekForPrev() to trace_replay (#4228) 2018-08-10 17:57:40 -07:00
trace_replay.h Add tracing function of Seek() and SeekForPrev() to trace_replay (#4228) 2018-08-10 17:57:40 -07:00
transaction_test_util.cc WriteUnPrepared: Implement unprepared batches for transactions (#4104) 2018-07-24 00:13:18 -07:00
transaction_test_util.h WritePrepared Txn: stress test 2017-12-06 09:42:28 -08:00
util.h Add GCC 8 to Travis (#3433) 2018-07-13 10:58:06 -07:00
xxhash.cc fixed typo 2017-06-05 11:27:34 -07:00
xxhash.h Prevent xxhash symbols from polluting global namespace 2015-03-12 12:07:10 -07:00