Apache Ignite 2.16

Description

Currently, the Apache Ignite 2.16 thread exists on dev-list.

Release Manager

Nikita Amelchev

Release phases

Scope Freeze: November 6, 2023

Code Freeze: November 20, 2023

Voting Date: December 17, 2023

Release Date: December 25, 2023

The most important release tasks

The most important tasks, features, optimizations, and fixes that have to get into the release.

Such tickets have to be labelled or marked with a Flag "important" in JIRA.

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Resolved issues

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Unresolved issues (not related to documentation)

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All unresolved documentation tasks

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Release notes

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Release issues grouped by status

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Benchmarks

Latency, milliseconds

			ignite-2.15.0			ignite-2.16.0			dif%
storage	client_type	benchmark	value	error%	runs#	value	error%	runs#	dif%
MEM	Node	PutAllBenchmark	2.95	±2.37%	14	3.01	±2.83%	13	+1.87%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	49.59	±5.28%	8	50.49	±5.95%	8	+1.81%
MEM	Node	PutBenchmark	0.29	±0.16%	6	0.29	±3.64%	6	+1.78%
PERSIST	Node	PutAllSerializableTxBenchmark	44.72	±1.64%	8	45.30	±5.26%	8	+1.29%
MEM	Thin	PutAllBenchmark	4.49	±9.37%	6	4.54	±3.20%	6	+1.03%
PERSIST	Node	PutBenchmark	0.34	±2.32%	8	0.35	±3.02%	8	+0.99%
MEM	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	38.86	±2.62%	3	39.23	±1.98%	3	+0.97%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	5.05	±2.18%	6	5.10	±3.64%	6	+0.88%
MEM	Thin	PutAllSerializableTxBenchmark	25.42	±1.09%	9	25.64	±2.92%	7	+0.86%
MEM	Node	PutTxImplicitBenchmark	0.61	±7.28%	6	0.62	±8.57%	6	+0.77%
PERSIST	Thin	PutAllTxBenchmark	76.14	±0.60%	6	76.64	±1.94%	6	+0.65%
PERSIST	Thin	PutTxImplicitBenchmark	1.21	±5.17%	8	1.22	±5.59%	8	+0.56%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	1.64	±1.28%	6	1.64	±3.50%	6	+0.55%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	1.67	±0.76%	6	1.68	±0.99%	6	+0.50%
PERSIST	Thin	PutAllSerializableTxBenchmark	38.94	±5.11%	6	39.10	±5.58%	6	+0.43%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	42.02	±0.59%	6	42.15	±0.46%	6	+0.30%
MEM	Node	PutAllTxBenchmark	41.84	±6.24%	6	41.96	±5.57%	6	+0.29%
PERSIST	Node	PutAllBenchmark	13.60	±1.36%	8	13.63	±2.40%	8	+0.22%
PERSIST	Node	PutGetBenchmark	0.58	±0.31%	6	0.59	±0.29%	6	+0.21%
PERSIST	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	53.31	±2.77%	8	53.41	±2.99%	8	+0.19%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	0.85	±0.28%	6	0.86	±0.52%	6	+0.16%
MEM	Node	SqlQueryPutBenchmark	0.66	±9.28%	6	0.66	±8.85%	6	+0.14%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	1.04	±5.15%	6	1.04	±5.51%	6	+0.13%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	3.81	±5.33%	6	3.81	±4.90%	6	+0.07%
PERSIST	Thin	PutGetBenchmark	0.82	±2.32%	8	0.82	±2.77%	8	+0.03%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "PESSIMISTIC"}}	36.04	±0.41%	6	36.04	±0.68%	6	-0.01%
MEM	Thin	PutTxImplicitBenchmark	0.96	±1.27%	3	0.96	±0.78%	3	-0.03%
PERSIST	Thin	PutBenchmark	0.45	±3.70%	6	0.45	±3.45%	6	-0.04%
MEM	Node	PutGetBenchmark	0.56	±3.44%	6	0.56	±2.76%	6	-0.05%
MEM	Thin	PutGetBenchmark	0.76	±0.54%	3	0.76	±0.63%	3	-0.05%
MEM	Thin	PutBenchmark	0.39	±1.66%	3	0.39	±1.75%	3	-0.13%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	4.57	±5.60%	6	4.57	±5.60%	6	-0.16%
MEM	Node	PutGetBatchBenchmark	4.83	±5.05%	6	4.82	±9.03%	6	-0.21%
MEM	Thin	PutAllTxBenchmark	71.08	±5.12%	3	70.76	±1.61%	3	-0.46%
MEM	Node	PutAllSerializableTxBenchmark	32.53	±0.61%	6	32.35	±0.62%	6	-0.53%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	2.75	±4.11%	6	2.74	±3.87%	6	-0.53%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	2.94	±0.53%	6	2.93	±0.71%	6	-0.53%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	1.98	±3.84%	6	1.97	±4.56%	6	-0.55%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	58.21	±6.48%	8	57.83	±6.92%	8	-0.65%
PERSIST	Node	SqlQueryBenchmark	0.74	±3.18%	8	0.73	±3.25%	8	-0.78%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	41.32	±0.74%	6	40.99	±0.74%	6	-0.82%
PERSIST	Node	SqlQueryPutBenchmark	0.95	±4.72%	8	0.94	±3.55%	8	-0.83%
PERSIST	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	83.19	±2.95%	6	82.45	±2.44%	6	-0.88%
PERSIST	Thin	PutGetBatchBenchmark	19.28	±2.47%	8	19.10	±2.96%	8	-0.89%
PERSIST	Node	PutGetBatchBenchmark	17.88	±5.58%	5	17.70	±3.95%	6	-0.96%
MEM	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	76.15	±1.39%	3	75.39	±0.71%	3	-0.99%
MEM	Thin	PutGetBatchBenchmark	7.93	±1.89%	11	7.85	±2.10%	12	-1.04%
PERSIST	Node	PutTxImplicitBenchmark	0.80	±4.82%	8	0.79	±4.33%	8	-1.07%
PERSIST	Node	PutAllTxBenchmark	48.97	±6.10%	8	48.41	±4.55%	8	-1.14%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "PESSIMISTIC"}}	46.94	±5.60%	8	46.39	±6.60%	8	-1.17%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	1.44	±4.29%	9	1.41	±2.24%	9	-1.60%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	4.29	±2.99%	11	4.22	±1.01%	11	-1.75%
MEM	Node	SqlQueryBenchmark	0.69	±5.58%	6	0.68	±0.41%	6	-1.78%
PERSIST	Thin	PutAllBenchmark	13.97	±3.08%	6	13.72	±4.33%	6	-1.79%

Throughput, ops/sec

			ignite-2.15.0			ignite-2.16.0			dif%
storage	client_type	benchmark	value	error%	runs#	value	error%	runs#	dif%
MEM	Node	PutBenchmark	946,883.94	±0.16%	6	928,312.81	±4.20%	6	-1.96%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	4,794.58	±4.82%	8	4,709.52	±5.56%	8	-1.77%
PERSIST	Thin	PutAllTxBenchmark	3,152.20	±0.40%	6	3,099.37	±5.36%	6	-1.68%
PERSIST	Thin	PutAllBenchmark	14,874.68	±5.46%	6	14,645.30	±4.90%	6	-1.54%
PERSIST	Node	PutBenchmark	737,982.93	±3.16%	8	727,763.07	±4.09%	8	-1.38%
MEM	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	5,238.66	±2.55%	3	5,184.15	±3.50%	3	-1.04%
PERSIST	Node	PutAllSerializableTxBenchmark	4,672.78	±1.61%	8	4,625.38	±4.66%	8	-1.01%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	56,769.21	±2.60%	6	56,198.45	±4.26%	6	-1.01%
MEM	Thin	PutAllSerializableTxBenchmark	8,703.76	±1.00%	9	8,624.15	±3.07%	7	-0.91%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	168,124.96	±1.41%	6	166,616.40	±4.93%	6	-0.90%
MEM	Node	PutTxImplicitBenchmark	457,958.59	±7.63%	6	453,900.56	±9.39%	6	-0.89%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	172,011.80	±0.80%	6	171,049.62	±1.07%	6	-0.56%
PERSIST	Thin	PutTxImplicitBenchmark	230,776.27	±5.85%	8	229,609.79	±6.25%	8	-0.51%
PERSIST	Node	PutAllBenchmark	16,882.96	±3.37%	8	16,819.09	±3.55%	8	-0.38%
PERSIST	Thin	PutGetBatchBenchmark	11,885.70	±3.75%	8	11,842.48	±3.58%	8	-0.36%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	5,642.28	±0.64%	6	5,624.75	±0.48%	6	-0.31%
MEM	Node	PutAllTxBenchmark	5,657.59	±5.97%	6	5,641.45	±5.37%	6	-0.29%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	269,968.40	±6.42%	6	269,174.36	±7.05%	6	-0.29%
PERSIST	Node	PutGetBenchmark	481,766.23	±0.34%	6	480,460.41	±0.34%	6	-0.27%
MEM	Node	SqlQueryPutBenchmark	421,226.51	±8.21%	6	420,387.90	±7.88%	6	-0.20%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	335,958.85	±0.31%	6	335,323.48	±0.58%	6	-0.19%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	76,284.36	±5.68%	6	76,218.94	±5.28%	6	-0.09%
PERSIST	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	3,817.69	±3.34%	8	3,816.96	±3.51%	8	-0.02%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "PESSIMISTIC"}}	6,593.51	±0.47%	6	6,593.69	±0.73%	6	0.00%
PERSIST	Thin	PutGetBenchmark	351,977.80	±2.24%	8	351,971.80	±2.67%	8	0.00%
PERSIST	Thin	PutBenchmark	612,183.63	±3.63%	6	612,237.33	±3.43%	6	+0.01%
MEM	Node	PutGetBenchmark	505,910.34	±3.39%	6	506,035.14	±2.68%	6	+0.02%
MEM	Thin	PutGetBenchmark	380,480.43	±0.51%	3	380,666.40	±0.64%	3	+0.05%
MEM	Node	PutGetBatchBenchmark	37,290.43	±6.92%	6	37,312.92	±11.86%	6	+0.06%
MEM	Thin	PutTxImplicitBenchmark	296,231.24	±1.22%	3	296,463.10	±0.72%	3	+0.08%
MEM	Thin	PutBenchmark	719,269.98	±1.70%	3	720,308.38	±1.84%	3	+0.14%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	62,844.82	±6.41%	6	62,989.35	±6.24%	6	+0.23%
MEM	Thin	PutGetBatchBenchmark	30,861.66	±3.52%	11	30,992.49	±3.31%	12	+0.42%
MEM	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	106,621.91	±4.02%	6	107,179.25	±3.81%	6	+0.52%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "REPEATABLE_READ"}}	99,460.02	±0.54%	6	100,004.34	±0.71%	6	+0.55%
MEM	Node	PutAllSerializableTxBenchmark	6,381.96	±0.62%	6	6,418.76	±0.69%	6	+0.58%
PERSIST	Thin	PutAllSerializableTxBenchmark	5,669.78	±6.72%	6	5,708.38	±6.76%	6	+0.68%
PERSIST	Node	SqlQueryPutBenchmark	277,255.84	±4.36%	8	279,216.08	±3.27%	8	+0.71%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	3,426.67	±5.97%	8	3,451.37	±5.97%	8	+0.72%
PERSIST	Node	PutGetTxBenchmark {"options": {"txc": "PESSIMISTIC", "txi": "REPEATABLE_READ"}}	140,730.73	±4.55%	6	141,820.85	±5.59%	6	+0.77%
PERSIST	Node	SqlQueryBenchmark	399,413.55	±2.96%	8	402,567.05	±3.02%	8	+0.79%
MEM	Node	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	4,758.03	±0.72%	6	4,800.18	±0.88%	6	+0.89%
PERSIST	Node	PutAllTxBenchmark	4,838.99	±5.83%	8	4,887.74	±4.32%	8	+1.01%
PERSIST	Node	PutTxImplicitBenchmark	344,073.42	±6.02%	8	347,683.49	±5.51%	8	+1.05%
MEM	Node	PutAllBenchmark	56,843.16	±1.84%	14	57,456.03	±2.33%	13	+1.08%
PERSIST	Node	GetAllPutAllTxBenchmark {"options": {"txc": "PESSIMISTIC"}}	5,067.85	±5.37%	8	5,135.79	±5.90%	8	+1.34%
MEM	Node	SqlQueryBenchmark	426,785.67	±5.13%	6	433,619.54	±0.40%	6	+1.60%
PERSIST	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	2,887.31	±6.24%	6	2,934.30	±4.77%	6	+1.63%
MEM	Thin	GetAllPutAllTxBenchmark {"options": {"txc": "OPTIMISTIC"}}	3,184.41	±7.52%	3	3,237.59	±0.99%	3	+1.67%
MEM	Thin	PutAllBenchmark	48,377.52	±12.08%	6	49,239.06	±5.51%	6	+1.78%
MEM	Thin	PutAllTxBenchmark	3,275.89	±19.04%	3	3,334.47	±11.20%	3	+1.79%
PERSIST	Thin	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	67,423.67	±3.20%	11	68,674.62	±1.03%	11	+1.86%
MEM	Node	PutGetTxBenchmark {"options": {"txc": "OPTIMISTIC", "txi": "SERIALIZABLE"}}	196,458.43	±5.35%	9	200,157.80	±2.81%	9	+1.88%
PERSIST	Node	PutGetBatchBenchmark	13,184.99	±5.99%	5	13,474.85	±5.63%	6	+2.20%

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