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Sync fork #8

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@smihaylov-crystal smihaylov-crystal commented May 5, 2024

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mdashti and others added 30 commits February 21, 2024 00:45
@mdashti @smihaylov-crystal
Added initial_size + Added user/pass to connect + NItz
9f9f7ce 
Co-authored-by: smihaylov-crystal <156851539+smihaylov-crystal@users.noreply.github.com>
@mdashti @smihaylov-crystal
Added autovac.
f811314 
Co-authored-by: smihaylov-crystal <156851539+smihaylov-crystal@users.noreply.github.com>
@smihaylov-crystal
pid_demo
bf9e806
@smihaylov-crystal
rl initial commit
9127153
@smihaylov-crystal
numerious fixes, incl transition to discrete control of autovacuum
acf6e7a
@smihaylov-crystal
Wait until initial data is populated
3780894
@smihaylov-crystal
tweaks
7cd0c5d
@smihaylov-crystal
support passing user, password, url and dbname as args
6c29005
@smihaylov-crystal
fixes to set benchmarking options correctly, and tweaks to reward fun…
ff5c7a3 
…ction
@smihaylov-crystal
specify number of episodes from command line
86e8e70
@smihaylov-crystal
Add support for testing a previously learned model
0c30ad4
@smihaylov-crystal
Make autovacuum penalty smaller
f10ab60
@smihaylov-crystal
Update reward. Do not penalize for a lot of data being read
172db18
@smihaylov-crystal
Ignore updating stats when the table hasnt been created yet.
d91384b
@smihaylov-crystal
Refactor RL code to better support custom workloads
d854264
@smihaylov-crystal
tweaks
9d49d7b
@smihaylov-crystal
tweaks and formatting
c51b5b7
@smihaylov-crystal
restore statement and small refactor for testability
d79b92f
@smihaylov-crystal
fix import
da9d792
@smihaylov-crystal
Make sure each action has at least a small chance of being selected w…
2f3138e 
…hen learning.
@smihaylov-crystal
1. Update to reward function.
7cfa77a 
2. Normalize state, keep domain small
3. Randomize experiments (run with different parameters)
@smihaylov-crystal
Use pow() instead of exp2()
65af791
@smihaylov-crystal
Use smaller transaction size
e83a06d
@smihaylov-crystal
comment out action randomizing code
f1501d1
@smihaylov-crystal
Refactor PG-specific logic outside of RL
41276ea
@smihaylov-crystal
Make sure autovacuum is disabled
a5d5df9
@smihaylov-crystal
Tweaks
4e6562b
@smihaylov-crystal
Initial version of simulated autovacuum
a601c1d
@smihaylov-crystal
tweaks and formatting
71d587d
@smihaylov-crystal
autovac demo
9543084
@smihaylov-crystal
Record action in replay files.
c21be01
@smihaylov-crystal
Separate connection for vacuuming to support async
95a8dc1
@smihaylov-crystal
Disable separate vacuum thread for now
c2d8222
@smihaylov-crystal
Add connection lock
cd85bc0
@smihaylov-crystal
Dedicated connection for vacuuming
50d18fc
@smihaylov-crystal
Disable
3f432dd
@smihaylov-crystal
Vacuuming in separate thread.
3685fb2
@smihaylov-crystal
Restore checkpoint format. Needs more than the state dict.
25493b1
@smihaylov-crystal
Tweak rewards
509ec73
@smihaylov-crystal
Flush stdout
e39e271
@smihaylov-crystal
Record vacuuming history in state instead of query perf
d001ebf
@smihaylov-crystal
Tweak replay buffer sizes
34e7a4c
@smihaylov-crystal
* add ability to resume a model (finetune)
59786f7 
* decrease learning rate for stability
* randomize initial state
@smihaylov-crystal
Set correct experiment_id when finetuning a model
8a0f620
@smihaylov-crystal
Increment experiment_id via environment instead of via executors
f906063
@smihaylov-crystal
* Make performance-based reward relative to 90th percentile
8a9cc09 
* Tweaks to model save files
@smihaylov-crystal
Avoid NAN. Tweak learning params.
426731a
@smihaylov-crystal
Small refactor
db7bc06
@smihaylov-crystal
Refactor move finetuning logic inside agent
5cbd9a6
@smihaylov-crystal
Make training optional
f094a09
@smihaylov-crystal
Small refactor
ac930b3
@smihaylov-crystal
More appropriate class names
3d1f120
@smihaylov-crystal
Add PID agent
462f625
@smihaylov-crystal
Small fix for simulated free space
6d5618d
@smihaylov-crystal
Fix asserts
00ead73
@smihaylov-crystal
Implement no-op agent with selectable default action.
63a045c
@smihaylov-crystal
Decouple learning and benchmarking code from iibench.py
f837331
@smihaylov-crystal
More work to decouple workload from pg_stat_and_vacuum.
a022c08
@smihaylov-crystal
Remove barrier from ibench code. Instead, use a query to establish wo…
d55be79 
…rkload is initialized.
@smihaylov-crystal
Remove unused script
f636009
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3 participants

@smihaylov-crystal @mdashti @jssmith