Mars roadmaps and enhancement proposals - Githubissues

mars-project / mars

Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

https://mars-project.readthedocs.io

Apache License 2.0

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Mars roadmaps and enhancement proposals #537

Open qinxuye opened 5 years ago

qinxuye commented 5 years ago

All proposals and roadmaps of Mars are listed here. Suggestions and discussions are sincerely welcomed.

Roadmaps

DataFrame (Phase 1: #495, done) Distributed engine (#493)

Enhancement Proposals

Project Galois (Towards Mars 1.0)

Proposal	Status	Target milestone	Related PR
Project Galois (Towards Mars 1.0) (#1928)	Done	0.7.0
Oscar: Mars actors 2.0 (#1935)	Done	0.7.0	#1925, #1916
Mars storage lib (#1905)	Done	0.7.0	#1904
New fusion strategy based on coloring algorithm (#2435)	Done	0.9.0b1	#2719
Universal optimizer and smart fusion (#593)	WIP		#598
A speculative execution based task scheduler (#2575)	Done	0.9.0rc1	#2576
DataFrame-oriented JIT Compiler (#2754)	WIP
Support more bands allocation strategies (#2787)	WIP

Accomplished and staled proposals

Proposal	Status	Related PR
Standardize scheduler and worker APIs (#882)	Staled
Mutable tensor (#415)	Done	#464, #536
New mars.actors with multiple pluggable components (#584)	Staled
Remote API (#1227)	Done	#1238, #1248, #1296
Integrate with Ray (#1469)	Done	#1508, #1541
`fetch_log` API (#1564)	Done	#1574

Cruster22 commented 2 years ago

Good