DAG execution libs

	A	B	C	D	E	F	G	H	I	J
1	28 Sep 2019	python-inject	injector	pinject	python-dependency-injector	GraphKit	serum	pyungo	langom	alkymi
2	Start date:	Jan 2010	Nov 2010	Mar 2013	Jan 2015	Jul 2016	Sep 2018	Mar 2018	May 2019	Jul 2020
3	Last commit:					Mar 2018		Jun 2020	Mar 2023
4	Corporation:			Google		Yahoo
5	Authors	13	2	5	9	2	2	2	1	1
6	Commits	265	369	252	1170	68	194	95	414	327
7	Releases	16	41	6	147	11	19	8	24	7
8	Used by		279	21		1	4	1
9	Watches	16	10	33	28	12	1	4	2	2
10	Stars	292	930	896	559	31	84	64	179	43
11	Forks	45	72	76	34	12	7	12	12	0
12	Open issues	0	17	17	21	3	3	5	22	1
13	Closed issues	21	56	4	168	0	19	8	83	3
14	Type-annotations?	no	yes	no	yes	no	yes, optional	no	yes
15	Non-ASCII deps?	yes	yes			-		-
16	Dupe outputs?					yes		-
17	Thread-safe?
18	Less intrusive?
19	Simple?	yes	no	no, but pragmatic		yes	yes	yes, but unfinished
20	Type:	DI-IoC	DI-IoC	DI-IoC	DI-IoC	DAG-executor	DI-IoC	DAG-executor
21	Flexible	1				5	1	4
22	Size (LOCs)	small(298)	medium, ~1.3k	big, ~3k	big(~4k)	small (387), but forgotten classes		small (372)
23	Scopes?	-		- SINGLETON, - PROTOTYPE - custom		-	-	-
24	networkx
25	Deps	-	-	six,decorator	six	extras: plot	-	extras: pycontracts,jsonschema,multiprocess	NONE, extras: pyndantic	rich, extras: xxhash
26	Docs	1	3	2	3	3		3	3
27	Remarks	- Not a DAG/dependency resolution + study API for its simplicity	- No DAG!						Dependencies are types, not named (unsuited for pandas)	Focues on up-to-date checks to avoid recalc (good for notebooks) BUT fails in jupyter. GOOD: auto re-read globals!!
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32	See also: https://lagom-di.readthedocs.io/en/latest/comparison/
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