[Internal] Binary Encoding: Add performance tests.

[aavasthy]

Pull Request Template

Description

Adding performance tests for binary encoding change PR #4652

Benchmark Results Comparison

Processor: AMD EPYC 7763, 1 CPU, 16 logical and 8 physical cores

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Comparison Table: Master vs. users/dkunda/4644_binary_encoding_for_point_ops

Method	Branch	IterationCount	LaunchCount	RunStrategy	WarmupCount	Mean	Error	StdDev	Median	P95	Op/s	Gen0	Allocated
ReadItemsAsync	Master	5	1	Throughput	3	2,019.4 ms	9.82 ms	2.55 ms	2,018.6 ms	2,022.1 ms	0.4952	1000.0000	22,901,176 B
	users/dkunda/4644_binary_encoding_for_point_ops	5	1	Throughput	3	2,032.0 ms	42.52 ms	11.04 ms	2,035.8 ms	2,043.0 ms	0.4921	1000.0000	22,963,432 B
QueryItemsAsync	Master	5	1	Throughput	3	341.0 ms	43.67 ms	11.34 ms	347.7 ms	351.1 ms	2.9325	-	539,136 B
	users/dkunda/4644_binary_encoding_for_point_ops	5	1	Throughput	3	321.8 ms	20.31 ms	3.14 ms	323.1 ms	323.7 ms	3.1080	-	540,016 B
UpsertItemsAsync	Master	5	1	Throughput	3	2,307.6 ms	21.35 ms	3.30 ms	2,309.1 ms	2,309.4 ms	0.4334	1000.0000	23,553,768 B
	users/dkunda/4644_binary_encoding_for_point_ops	5	1	Throughput	3	2,435.5 ms	22.70 ms	5.89 ms	2,436.8 ms	2,441.8 ms	0.4106	1000.0000	23,856,208 B
DeleteItemsAsync	Master	5	1	Throughput	3	2,160.1 ms	42.22 ms	10.96 ms	2,153.4 ms	2,172.2 ms	0.4629	1000.0000	22,111,528 B
	users/dkunda/4644_binary_encoding_for_point_ops	5	1	Throughput	3	2,300.2 ms	77.18 ms	20.04 ms	2,290.1 ms	2,326.7 ms	0.4347	1000.0000	22,109,248 B
QueryItemsAsync	Master (MediumRun)	15	2	Default	10	137.4 ms	47.03 ms	68.94 ms	197.3 ms	210.4 ms	7.2775	-	344,008 B
	users/dkunda/4644_binary_encoding_for_point_ops (MediumRun)	15	2	Default	10	143.2 ms	46.75 ms	67.05 ms	196.9 ms	210.7 ms	6.9816	-	354,936 B
UpsertItemsAsync	Master (MediumRun)	15	2	Default	10	2,370.0 ms	25.70 ms	37.68 ms	2,388.6 ms	2,415.7 ms	0.4219	1000.0000	23,579,448 B
	users/dkunda/4644_binary_encoding_for_point_ops (MediumRun)	15	2	Default	10	2,308.2 ms	7.65 ms	11.22 ms	2,306.0 ms	2,330.6 ms	0.4332	1000.0000	23,844,400 B
DeleteItemsAsync	Master (MediumRun)	15	2	Default	10	2,128.8 ms	48.44 ms	64.66 ms	2,078.5 ms	2,199.1 ms	0.4698	1000.0000	22,119,016 B
	users/dkunda/4644_binary_encoding_for_point_ops (MediumRun)	15	2	Default	10	2,254.6 ms	57.15 ms	83.77 ms	2,264.3 ms	2,401.9 ms	0.4435	1000.0000	22,026,672 B

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Individual Benchmark Results

Processor: AMD EPYC 7763, 1 CPU, 16 logical and 8 physical cores

Branch: Master

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Summary Table

Method	Job	IterationCount	LaunchCount	RunStrategy	WarmupCount	Mean	Error	StdDev	Median	P95	Op/s	Gen0	Allocated
ReadItemsAsync	Job-NXGPKS	5	1	Throughput	3	2,019.4 ms	9.82 ms	2.55 ms	2,018.6 ms	2,022.1 ms	0.4952	1000.0000	22,901,176 B
QueryItemsAsync	Job-NXGPKS	5	1	Throughput	3	341.0 ms	43.67 ms	11.34 ms	347.7 ms	351.1 ms	2.9325	-	539,136 B
UpsertItemsAsync	Job-NXGPKS	5	1	Throughput	3	2,307.6 ms	21.35 ms	3.30 ms	2,309.1 ms	2,309.4 ms	0.4334	1000.0000	23,553,768 B
DeleteItemsAsync	Job-NXGPKS	5	1	Throughput	3	2,160.1 ms	42.22 ms	10.96 ms	2,153.4 ms	2,172.2 ms	0.4629	1000.0000	22,111,528 B
ReadItemsAsync	MediumRun	15	2	Default	10	N/A	N/A	N/A	N/A	N/A	N/A	-	-
QueryItemsAsync	MediumRun	15	2	Default	10	137.4 ms	47.03 ms	68.94 ms	197.3 ms	210.4 ms	7.2775	-	344,008 B
UpsertItemsAsync	MediumRun	15	2	Default	10	2,370.0 ms	25.70 ms	37.68 ms	2,388.6 ms	2,415.7 ms	0.4219	1000.0000	23,579,448 B
DeleteItemsAsync	MediumRun	15	2	Default	10	2,128.8 ms	48.44 ms	64.66 ms	2,078.5 ms	2,199.1 ms	0.4698	1000.0000	22,119,016 B

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Detailed Results

BinaryEncodingBenchmark.ReadItemsAsync

• Job: Job-NXGPKS
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.019 s
• StdDev: 0.003 s
• Confidence Interval (99.9%): [2.010 s; 2.029 s]

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BinaryEncodingBenchmark.QueryItemsAsync

• Job: Job-NXGPKS
• Iteration Count: 5
• Warmup Count: 3
• Mean: 341.009 ms
• StdDev: 11.340 ms
• Confidence Interval (99.9%): [297.343 ms; 384.675 ms]

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BinaryEncodingBenchmark.UpsertItemsAsync

• Job: Job-NXGPKS
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.308 s
• StdDev: 0.003 s
• Confidence Interval (99.9%): [2.286 s; 2.329 s]

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BinaryEncodingBenchmark.DeleteItemsAsync

• Job: Job-NXGPKS
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.160 s
• StdDev: 0.011 s
• Confidence Interval (99.9%): [2.118 s; 2.202 s]

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Branch: users/dkunda/4644_binary_encoding_for_point_ops

Processor: AMD EPYC 7763, 1 CPU, 16 logical and 8 physical cores

---

Summary Table

Method	Job	IterationCount	LaunchCount	RunStrategy	WarmupCount	Mean	Error	StdDev	Median	P95	Op/s	Gen0	Allocated
ReadItemsAsync	Job-GBWISA	5	1	Throughput	3	2,032.0 ms	42.52 ms	11.04 ms	2,035.8 ms	2,043.0 ms	0.4921	1000.0000	22,963,432 B
QueryItemsAsync	Job-GBWISA	5	1	Throughput	3	321.8 ms	20.31 ms	3.14 ms	323.1 ms	323.7 ms	3.1080	-	540,016 B
UpsertItemsAsync	Job-GBWISA	5	1	Throughput	3	2,435.5 ms	22.70 ms	5.89 ms	2,436.8 ms	2,441.8 ms	0.4106	1000.0000	23,856,208 B
DeleteItemsAsync	Job-GBWISA	5	1	Throughput	3	2,300.2 ms	77.18 ms	20.04 ms	2,290.1 ms	2,326.7 ms	0.4347	1000.0000	22,109,248 B
ReadItemsAsync	MediumRun	15	2	Default	10	N/A	N/A	N/A	N/A	N/A	N/A	-	-
QueryItemsAsync	MediumRun	15	2	Default	10	143.2 ms	46.75 ms	67.05 ms	196.9 ms	210.7 ms	6.9816	-	354,936 B
UpsertItemsAsync	MediumRun	15	2	Default	10	2,308.2 ms	7.65 ms	11.22 ms	2,306.0 ms	2,330.6 ms	0.4332	1000.0000	23,844,400 B
DeleteItemsAsync	MediumRun	15	2	Default	10	2,254.6 ms	57.15 ms	83.77 ms	2,264.3 ms	2,401.9 ms	0.4435	1000.0000	22,026,672 B

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Detailed Results

BinaryEncodingBenchmark.ReadItemsAsync

• Job: Job-GBWISA
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.032 s
• StdDev: 0.011 s
• Confidence Interval (99.9%): [1.989 s; 2.075 s]

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BinaryEncodingBenchmark.QueryItemsAsync

• Job: Job-GBWISA
• Iteration Count: 5
• Warmup Count: 3
• Mean: 321.753 ms
• StdDev: 3.144 ms
• Confidence Interval (99.9%): [301.439 ms; 342.067 ms]

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BinaryEncodingBenchmark.UpsertItemsAsync

• Job: Job-GBWISA
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.435 s
• StdDev: 0.006 s
• Confidence Interval (99.9%): [2.413 s; 2.458 s]

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BinaryEncodingBenchmark.DeleteItemsAsync

• Job: Job-GBWISA
• Iteration Count: 5
• Warmup Count: 3
• Mean: 2.300 s
• StdDev: 0.020 s
• Confidence Interval (99.9%): [2.223 s; 2.377 s]

[github-actions]

Please follow the required format: "[Internal] Category: (Adds|Fixes|Refactors|Removes) Description"

Internal should be used for PRs that have no customer impact. This flag is used to help generate the changelog to know which PRs should be included. Examples:
Diagnostics: Adds GetElapsedClientLatency to CosmosDiagnostics
PartitionKey: Fixes null reference when using default(PartitionKey)
[v4] Client Encryption: Refactors code to external project
[Internal] Query: Adds code generator for CosmosNumbers for easy additions in the future.