Paullgdc/data pipeline/runtime agnostic code

[paullegranddc]

What does this PR do?

A brief description of the change being made with this pull request.

Motivation

What inspired you to submit this pull request?

Additional Notes

Anything else we should know when reviewing?

How to test the change?

Describe here in detail how the change can be validated.

[pr-commenter]

Benchmarks

Comparison

Benchmark execution time: 2025-11-20 13:15:16

Comparing candidate commit 211d2d3 in PR branch paullgdc/data-pipeline/runtime_agnostisc_code with baseline commit a3f9e86 in branch main.

Found 0 performance improvements and 8 performance regressions! Performance is the same for 47 metrics, 2 unstable metrics.

scenario:credit_card/is_card_number/37828224631000521389798

• 🟥 execution_time [+7.510µs; +7.538µs] or [+16.469%; +16.531%]
• 🟥 throughput [-3112590.250op/s; -3099246.873op/s] or [-14.194%; -14.133%]

scenario:credit_card/is_card_number_no_luhn/ 378282246310005

• 🟥 execution_time [+5.504µs; +5.562µs] or [+10.302%; +10.410%]
• 🟥 throughput [-1764454.035op/s; -1747797.147op/s] or [-9.428%; -9.339%]

scenario:credit_card/is_card_number_no_luhn/378282246310005

• 🟥 execution_time [+5.414µs; +5.470µs] or [+10.780%; +10.892%]
• 🟥 throughput [-1955775.143op/s; -1937443.267op/s] or [-9.822%; -9.730%]

scenario:credit_card/is_card_number_no_luhn/37828224631000521389798

• 🟥 execution_time [+7.491µs; +7.525µs] or [+16.420%; +16.494%]
• 🟥 throughput [-3105321.922op/s; -3089421.698op/s] or [-14.168%; -14.095%]

Candidate

Candidate benchmark details

Group 1

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
benching string interning on wordpress profile	execution_time	160.409µs	161.369µs ± 0.346µs	161.322µs ± 0.104µs	161.434µs	161.812µs	162.148µs	164.995µs	2.28%	5.999	59.681	0.21%	0.024µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
benching string interning on wordpress profile	execution_time	[161.321µs; 161.417µs] or [-0.030%; +0.030%]	None	None	None

Group 2

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
receiver_entry_point/report/2597	execution_time	6.239ms	6.417ms ± 0.037ms	6.419ms ± 0.017ms	6.434ms	6.476ms	6.504ms	6.548ms	2.02%	-0.950	5.786	0.58%	0.003ms	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
receiver_entry_point/report/2597	execution_time	[6.412ms; 6.422ms] or [-0.081%; +0.081%]	None	None	None

Group 3

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	execution_time	205.121µs	205.606µs ± 0.301µs	205.558µs ± 0.182µs	205.754µs	206.143µs	206.496µs	207.271µs	0.83%	1.483	4.272	0.15%	0.021µs	1	200
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	throughput	4824607.900op/s	4863684.879op/s ± 7100.995op/s	4864815.969op/s ± 4304.345op/s	4868788.774op/s	4872301.777op/s	4873585.531op/s	4875164.174op/s	0.21%	-1.465	4.164	0.15%	502.116op/s	1	200
normalization/normalize_name/normalize_name/bad-name	execution_time	18.189µs	18.347µs ± 0.118µs	18.302µs ± 0.057µs	18.418µs	18.578µs	18.710µs	18.855µs	3.02%	1.283	1.591	0.64%	0.008µs	1	200
normalization/normalize_name/normalize_name/bad-name	throughput	53036329.886op/s	54507992.322op/s ± 348558.839op/s	54638912.557op/s ± 169808.381op/s	54762074.341op/s	54870710.428op/s	54916455.492op/s	54979045.591op/s	0.62%	-1.246	1.423	0.64%	24646.832op/s	1	200
normalization/normalize_name/normalize_name/good	execution_time	10.533µs	10.787µs ± 0.102µs	10.807µs ± 0.067µs	10.861µs	10.955µs	10.981µs	11.031µs	2.07%	-0.250	-0.529	0.95%	0.007µs	1	200
normalization/normalize_name/normalize_name/good	throughput	90654876.884op/s	92710991.246op/s ± 882460.314op/s	92529522.298op/s ± 572521.561op/s	93352243.720op/s	94168708.951op/s	94686717.630op/s	94935761.352op/s	2.60%	0.290	-0.521	0.95%	62399.367op/s	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	execution_time	[205.564µs; 205.648µs] or [-0.020%; +0.020%]	None	None	None
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	throughput	[4862700.750op/s; 4864669.009op/s] or [-0.020%; +0.020%]	None	None	None
normalization/normalize_name/normalize_name/bad-name	execution_time	[18.330µs; 18.363µs] or [-0.089%; +0.089%]	None	None	None
normalization/normalize_name/normalize_name/bad-name	throughput	[54459685.419op/s; 54556299.225op/s] or [-0.089%; +0.089%]	None	None	None
normalization/normalize_name/normalize_name/good	execution_time	[10.773µs; 10.801µs] or [-0.132%; +0.132%]	None	None	None
normalization/normalize_name/normalize_name/good	throughput	[92588690.734op/s; 92833291.758op/s] or [-0.132%; +0.132%]	None	None	None

Group 4

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
write only interface	execution_time	1.254µs	3.206µs ± 1.426µs	3.004µs ± 0.026µs	3.029µs	3.643µs	13.808µs	14.902µs	396.00%	7.416	55.943	44.37%	0.101µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
write only interface	execution_time	[3.008µs; 3.403µs] or [-6.165%; +6.165%]	None	None	None

Group 5

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	execution_time	533.932µs	534.721µs ± 0.614µs	534.619µs ± 0.245µs	534.912µs	535.458µs	535.793µs	541.445µs	1.28%	6.697	69.897	0.11%	0.043µs	1	200
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	throughput	1846911.264op/s	1870136.584op/s ± 2132.584op/s	1870489.816op/s ± 857.807op/s	1871187.198op/s	1872129.049op/s	1872784.868op/s	1872899.117op/s	0.13%	-6.604	68.534	0.11%	150.796op/s	1	200
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	execution_time	380.259µs	381.043µs ± 0.322µs	381.036µs ± 0.209µs	381.226µs	381.627µs	381.864µs	382.182µs	0.30%	0.490	0.482	0.08%	0.023µs	1	200
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	throughput	2616552.035op/s	2624377.790op/s ± 2216.014op/s	2624421.992op/s ± 1439.316op/s	2625950.430op/s	2627783.214op/s	2628728.125op/s	2629787.442op/s	0.20%	-0.485	0.473	0.08%	156.696op/s	1	200
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	execution_time	194.614µs	195.040µs ± 0.188µs	195.027µs ± 0.112µs	195.152µs	195.325µs	195.473µs	196.180µs	0.59%	1.266	5.801	0.10%	0.013µs	1	200
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	throughput	5097358.884op/s	5127153.906op/s ± 4944.094op/s	5127490.324op/s ± 2950.111op/s	5130322.511op/s	5134310.489op/s	5136572.815op/s	5138363.972op/s	0.21%	-1.249	5.686	0.10%	349.600op/s	1	200
normalization/normalize_service/normalize_service/[empty string]	execution_time	36.762µs	36.979µs ± 0.078µs	36.977µs ± 0.048µs	37.026µs	37.101µs	37.166µs	37.258µs	0.76%	0.164	0.534	0.21%	0.005µs	1	200
normalization/normalize_service/normalize_service/[empty string]	throughput	26839550.825op/s	27042824.339op/s ± 56821.171op/s	27043733.886op/s ± 35141.409op/s	27078539.652op/s	27129674.307op/s	27187977.552op/s	27201847.195op/s	0.58%	-0.148	0.521	0.21%	4017.864op/s	1	200
normalization/normalize_service/normalize_service/test_ASCII	execution_time	44.901µs	45.089µs ± 0.121µs	45.079µs ± 0.108µs	45.195µs	45.274µs	45.304µs	45.318µs	0.53%	0.059	-1.214	0.27%	0.009µs	1	200
normalization/normalize_service/normalize_service/test_ASCII	throughput	22066438.614op/s	22178760.066op/s ± 59419.042op/s	22183136.168op/s ± 52904.512op/s	22233347.132op/s	22267659.243op/s	22270238.561op/s	22271373.218op/s	0.40%	-0.052	-1.216	0.27%	4201.561op/s	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	execution_time	[534.636µs; 534.806µs] or [-0.016%; +0.016%]	None	None	None
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	throughput	[1869841.028op/s; 1870432.140op/s] or [-0.016%; +0.016%]	None	None	None
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	execution_time	[380.998µs; 381.088µs] or [-0.012%; +0.012%]	None	None	None
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	throughput	[2624070.672op/s; 2624684.908op/s] or [-0.012%; +0.012%]	None	None	None
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	execution_time	[195.014µs; 195.066µs] or [-0.013%; +0.013%]	None	None	None
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	throughput	[5126468.703op/s; 5127839.110op/s] or [-0.013%; +0.013%]	None	None	None
normalization/normalize_service/normalize_service/[empty string]	execution_time	[36.968µs; 36.989µs] or [-0.029%; +0.029%]	None	None	None
normalization/normalize_service/normalize_service/[empty string]	throughput	[27034949.471op/s; 27050699.206op/s] or [-0.029%; +0.029%]	None	None	None
normalization/normalize_service/normalize_service/test_ASCII	execution_time	[45.072µs; 45.105µs] or [-0.037%; +0.037%]	None	None	None
normalization/normalize_service/normalize_service/test_ASCII	throughput	[22170525.158op/s; 22186994.974op/s] or [-0.037%; +0.037%]	None	None	None

Group 6

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
ip_address/quantize_peer_ip_address_benchmark	execution_time	5.010µs	5.079µs ± 0.038µs	5.083µs ± 0.037µs	5.108µs	5.128µs	5.133µs	5.139µs	1.10%	-0.322	-1.292	0.74%	0.003µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
ip_address/quantize_peer_ip_address_benchmark	execution_time	[5.074µs; 5.084µs] or [-0.103%; +0.103%]	None	None	None

Group 7

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
single_flag_killswitch/rules-based	execution_time	189.963ns	192.498ns ± 1.967ns	192.229ns ± 1.264ns	193.544ns	195.590ns	198.048ns	204.103ns	6.18%	1.766	6.063	1.02%	0.139ns	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
single_flag_killswitch/rules-based	execution_time	[192.226ns; 192.771ns] or [-0.142%; +0.142%]	None	None	None

Group 8

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
two way interface	execution_time	17.635µs	24.908µs ± 8.899µs	17.987µs ± 0.221µs	33.920µs	40.399µs	43.429µs	52.404µs	191.35%	0.718	-0.906	35.64%	0.629µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
two way interface	execution_time	[23.675µs; 26.142µs] or [-4.952%; +4.952%]	None	None	None

Group 9

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
benching deserializing traces from msgpack to their internal representation	execution_time	61.236ms	62.082ms ± 2.403ms	61.723ms ± 0.072ms	61.980ms	62.206ms	77.547ms	83.899ms	35.93%	8.079	64.988	3.86%	0.170ms	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
benching deserializing traces from msgpack to their internal representation	execution_time	[61.749ms; 62.415ms] or [-0.536%; +0.536%]	None	None	None

Group 10

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
redis/obfuscate_redis_string	execution_time	33.601µs	34.197µs ± 1.000µs	33.745µs ± 0.066µs	33.867µs	36.318µs	36.353µs	37.796µs	12.00%	1.743	1.256	2.92%	0.071µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
redis/obfuscate_redis_string	execution_time	[34.059µs; 34.336µs] or [-0.405%; +0.405%]	None	None	None

Group 11

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
credit_card/is_card_number/	execution_time	3.901µs	3.915µs ± 0.003µs	3.915µs ± 0.001µs	3.916µs	3.920µs	3.922µs	3.926µs	0.30%	0.133	4.193	0.07%	0.000µs	1	200
credit_card/is_card_number/	throughput	254691567.315op/s	255420038.470op/s ± 183251.555op/s	255443993.856op/s ± 97198.706op/s	255532963.014op/s	255659647.932op/s	255702068.602op/s	256377065.691op/s	0.37%	-0.120	4.228	0.07%	12957.842op/s	1	200
credit_card/is_card_number/ 3782-8224-6310-005	execution_time	76.643µs	78.422µs ± 0.902µs	78.310µs ± 0.581µs	78.962µs	80.162µs	81.173µs	81.551µs	4.14%	0.741	0.790	1.15%	0.064µs	1	200
credit_card/is_card_number/ 3782-8224-6310-005	throughput	12262268.855op/s	12753200.458op/s ± 145498.308op/s	12769764.425op/s ± 94785.332op/s	12850308.967op/s	12966895.902op/s	13020952.691op/s	13047475.380op/s	2.17%	-0.666	0.628	1.14%	10288.284op/s	1	200
credit_card/is_card_number/ 378282246310005	execution_time	70.718µs	72.186µs ± 0.719µs	72.165µs ± 0.475µs	72.618µs	73.416µs	73.909µs	74.212µs	2.84%	0.256	-0.232	0.99%	0.051µs	1	200
credit_card/is_card_number/ 378282246310005	throughput	13474984.177op/s	13854458.423op/s ± 137733.711op/s	13857069.417op/s ± 91810.958op/s	13949425.960op/s	14090624.164op/s	14125765.317op/s	14140737.573op/s	2.05%	-0.206	-0.270	0.99%	9739.244op/s	1	200
credit_card/is_card_number/37828224631	execution_time	3.895µs	3.917µs ± 0.010µs	3.916µs ± 0.002µs	3.918µs	3.920µs	3.930µs	4.012µs	2.46%	8.417	77.316	0.25%	0.001µs	1	200
credit_card/is_card_number/37828224631	throughput	249257351.677op/s	255326340.082op/s ± 638417.084op/s	255377756.600op/s ± 127945.587op/s	255520107.228op/s	255656492.517op/s	255719220.472op/s	256720002.911op/s	0.53%	-8.351	76.553	0.25%	45142.905op/s	1	200
credit_card/is_card_number/378282246310005	execution_time	67.309µs	68.860µs ± 0.657µs	68.849µs ± 0.457µs	69.305µs	70.007µs	70.334µs	70.769µs	2.79%	0.189	-0.234	0.95%	0.046µs	1	200
credit_card/is_card_number/378282246310005	throughput	14130551.976op/s	14523520.625op/s ± 138395.201op/s	14524508.143op/s ± 96351.370op/s	14621683.635op/s	14736204.834op/s	14832826.189op/s	14856857.233op/s	2.29%	-0.139	-0.252	0.95%	9786.018op/s	1	200
credit_card/is_card_number/37828224631000521389798	execution_time	53.003µs	53.125µs ± 0.037µs	53.121µs ± 0.022µs	53.145µs	53.182µs	53.222µs	53.254µs	0.25%	0.184	1.412	0.07%	0.003µs	1	200
credit_card/is_card_number/37828224631000521389798	throughput	18777952.696op/s	18823370.652op/s ± 13108.519op/s	18824915.882op/s ± 7652.225op/s	18831921.662op/s	18839373.014op/s	18861109.285op/s	18867031.749op/s	0.22%	-0.177	1.414	0.07%	926.912op/s	1	200
credit_card/is_card_number/x371413321323331	execution_time	6.429µs	6.440µs ± 0.017µs	6.437µs ± 0.003µs	6.441µs	6.447µs	6.477µs	6.603µs	2.57%	8.373	75.615	0.26%	0.001µs	1	200
credit_card/is_card_number/x371413321323331	throughput	151448149.554op/s	155289722.946op/s ± 397854.167op/s	155341980.403op/s ± 75440.767op/s	155418027.569op/s	155485296.001op/s	155510835.105op/s	155553938.831op/s	0.14%	-8.314	74.838	0.26%	28132.538op/s	1	200
credit_card/is_card_number_no_luhn/	execution_time	3.893µs	3.916µs ± 0.003µs	3.916µs ± 0.002µs	3.917µs	3.920µs	3.923µs	3.927µs	0.29%	-1.303	12.277	0.08%	0.000µs	1	200
credit_card/is_card_number_no_luhn/	throughput	254640359.610op/s	255390423.429op/s ± 209618.803op/s	255389710.069op/s ± 116469.284op/s	255511823.812op/s	255668847.543op/s	255715470.765op/s	256889024.645op/s	0.59%	1.334	12.497	0.08%	14822.288op/s	1	200
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	execution_time	64.803µs	65.181µs ± 0.180µs	65.139µs ± 0.094µs	65.263µs	65.492µs	65.800µs	65.838µs	1.07%	1.155	2.223	0.28%	0.013µs	1	200
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	throughput	15188745.810op/s	15341942.947op/s ± 42169.138op/s	15351826.776op/s ± 22246.062op/s	15369483.124op/s	15398932.029op/s	15417281.627op/s	15431449.294op/s	0.52%	-1.131	2.152	0.27%	2981.808op/s	1	200
credit_card/is_card_number_no_luhn/ 378282246310005	execution_time	58.573µs	58.964µs ± 0.206µs	58.931µs ± 0.134µs	59.081µs	59.380µs	59.487µs	59.729µs	1.35%	0.819	0.509	0.35%	0.015µs	1	200
credit_card/is_card_number_no_luhn/ 378282246310005	throughput	16742342.053op/s	16959796.875op/s ± 59047.766op/s	16969003.579op/s ± 38612.434op/s	17006046.932op/s	17036145.615op/s	17051449.843op/s	17072801.842op/s	0.61%	-0.799	0.461	0.35%	4175.308op/s	1	200
credit_card/is_card_number_no_luhn/37828224631	execution_time	3.898µs	3.915µs ± 0.004µs	3.915µs ± 0.001µs	3.916µs	3.919µs	3.925µs	3.948µs	0.86%	4.182	33.291	0.10%	0.000µs	1	200
credit_card/is_card_number_no_luhn/37828224631	throughput	253276931.450op/s	255411110.155op/s ± 263264.086op/s	255443629.773op/s ± 95857.916op/s	255533081.629op/s	255638153.782op/s	255715970.068op/s	256539832.128op/s	0.43%	-4.127	32.872	0.10%	18615.582op/s	1	200
credit_card/is_card_number_no_luhn/378282246310005	execution_time	55.317µs	55.660µs ± 0.194µs	55.604µs ± 0.095µs	55.743µs	56.005µs	56.307µs	56.716µs	2.00%	1.783	4.957	0.35%	0.014µs	1	200
credit_card/is_card_number_no_luhn/378282246310005	throughput	17631570.699op/s	17966282.138op/s ± 62392.234op/s	17984241.309op/s ± 30736.350op/s	18007182.165op/s	18031474.033op/s	18043938.289op/s	18077754.229op/s	0.52%	-1.744	4.719	0.35%	4411.797op/s	1	200
credit_card/is_card_number_no_luhn/37828224631000521389798	execution_time	53.053µs	53.133µs ± 0.033µs	53.132µs ± 0.020µs	53.151µs	53.189µs	53.228µs	53.260µs	0.24%	0.558	0.935	0.06%	0.002µs	1	200
credit_card/is_card_number_no_luhn/37828224631000521389798	throughput	18775913.741op/s	18820707.695op/s ± 11774.820op/s	18821188.157op/s ± 7172.910op/s	18828950.372op/s	18837729.155op/s	18843537.432op/s	18849113.050op/s	0.15%	-0.553	0.924	0.06%	832.605op/s	1	200
credit_card/is_card_number_no_luhn/x371413321323331	execution_time	6.429µs	6.439µs ± 0.006µs	6.439µs ± 0.004µs	6.442µs	6.447µs	6.460µs	6.474µs	0.54%	1.813	6.978	0.09%	0.000µs	1	200
credit_card/is_card_number_no_luhn/x371413321323331	throughput	154475301.879op/s	155305449.084op/s ± 146157.223op/s	155315570.255op/s ± 93225.439op/s	155408770.030op/s	155482965.430op/s	155524087.593op/s	155551035.783op/s	0.15%	-1.797	6.878	0.09%	10334.876op/s	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
credit_card/is_card_number/	execution_time	[3.915µs; 3.916µs] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/	throughput	[255394641.567op/s; 255445435.373op/s] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/ 3782-8224-6310-005	execution_time	[78.297µs; 78.547µs] or [-0.159%; +0.159%]	None	None	None
credit_card/is_card_number/ 3782-8224-6310-005	throughput	[12733035.792op/s; 12773365.124op/s] or [-0.158%; +0.158%]	None	None	None
credit_card/is_card_number/ 378282246310005	execution_time	[72.086µs; 72.286µs] or [-0.138%; +0.138%]	None	None	None
credit_card/is_card_number/ 378282246310005	throughput	[13835369.855op/s; 13873546.990op/s] or [-0.138%; +0.138%]	None	None	None
credit_card/is_card_number/37828224631	execution_time	[3.915µs; 3.918µs] or [-0.035%; +0.035%]	None	None	None
credit_card/is_card_number/37828224631	throughput	[255237861.614op/s; 255414818.550op/s] or [-0.035%; +0.035%]	None	None	None
credit_card/is_card_number/378282246310005	execution_time	[68.769µs; 68.951µs] or [-0.132%; +0.132%]	None	None	None
credit_card/is_card_number/378282246310005	throughput	[14504340.382op/s; 14542700.869op/s] or [-0.132%; +0.132%]	None	None	None
credit_card/is_card_number/37828224631000521389798	execution_time	[53.120µs; 53.131µs] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/37828224631000521389798	throughput	[18821553.938op/s; 18825187.367op/s] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/x371413321323331	execution_time	[6.437µs; 6.442µs] or [-0.036%; +0.036%]	None	None	None
credit_card/is_card_number/x371413321323331	throughput	[155234584.184op/s; 155344861.707op/s] or [-0.036%; +0.036%]	None	None	None
credit_card/is_card_number_no_luhn/	execution_time	[3.915µs; 3.916µs] or [-0.011%; +0.011%]	None	None	None
credit_card/is_card_number_no_luhn/	throughput	[255361372.279op/s; 255419474.579op/s] or [-0.011%; +0.011%]	None	None	None
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	execution_time	[65.156µs; 65.206µs] or [-0.038%; +0.038%]	None	None	None
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	throughput	[15336098.710op/s; 15347787.184op/s] or [-0.038%; +0.038%]	None	None	None
credit_card/is_card_number_no_luhn/ 378282246310005	execution_time	[58.935µs; 58.992µs] or [-0.048%; +0.048%]	None	None	None
credit_card/is_card_number_no_luhn/ 378282246310005	throughput	[16951613.422op/s; 16967980.327op/s] or [-0.048%; +0.048%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631	execution_time	[3.915µs; 3.916µs] or [-0.014%; +0.014%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631	throughput	[255374624.285op/s; 255447596.025op/s] or [-0.014%; +0.014%]	None	None	None
credit_card/is_card_number_no_luhn/378282246310005	execution_time	[55.634µs; 55.687µs] or [-0.048%; +0.048%]	None	None	None
credit_card/is_card_number_no_luhn/378282246310005	throughput	[17957635.174op/s; 17974929.101op/s] or [-0.048%; +0.048%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631000521389798	execution_time	[53.128µs; 53.138µs] or [-0.009%; +0.009%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631000521389798	throughput	[18819075.818op/s; 18822339.572op/s] or [-0.009%; +0.009%]	None	None	None
credit_card/is_card_number_no_luhn/x371413321323331	execution_time	[6.438µs; 6.440µs] or [-0.013%; +0.013%]	None	None	None
credit_card/is_card_number_no_luhn/x371413321323331	throughput	[155285193.098op/s; 155325705.069op/s] or [-0.013%; +0.013%]	None	None	None

Group 12

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
sdk_test_data/rules-based	execution_time	144.772µs	146.900µs ± 1.536µs	146.758µs ± 0.634µs	147.304µs	148.783µs	152.512µs	160.847µs	9.60%	4.696	35.366	1.04%	0.109µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
sdk_test_data/rules-based	execution_time	[146.687µs; 147.112µs] or [-0.145%; +0.145%]	None	None	None

Group 13

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
benching serializing traces from their internal representation to msgpack	execution_time	14.813ms	14.859ms ± 0.024ms	14.857ms ± 0.013ms	14.870ms	14.889ms	14.946ms	15.005ms	1.00%	2.047	8.115	0.16%	0.002ms	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
benching serializing traces from their internal representation to msgpack	execution_time	[14.855ms; 14.862ms] or [-0.023%; +0.023%]	None	None	None

Group 14

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
concentrator/add_spans_to_concentrator	execution_time	10.609ms	10.636ms ± 0.014ms	10.634ms ± 0.010ms	10.644ms	10.662ms	10.675ms	10.689ms	0.52%	0.636	0.346	0.14%	0.001ms	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
concentrator/add_spans_to_concentrator	execution_time	[10.634ms; 10.638ms] or [-0.019%; +0.019%]	None	None	None

Group 15

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
sql/obfuscate_sql_string	execution_time	88.599µs	89.017µs ± 0.198µs	89.006µs ± 0.115µs	89.118µs	89.304µs	89.399µs	90.502µs	1.68%	2.120	14.604	0.22%	0.014µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
sql/obfuscate_sql_string	execution_time	[88.989µs; 89.044µs] or [-0.031%; +0.031%]	None	None	None

Group 16

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
tags/replace_trace_tags	execution_time	2.390µs	2.444µs ± 0.026µs	2.440µs ± 0.012µs	2.450µs	2.514µs	2.522µs	2.528µs	3.60%	1.596	2.598	1.05%	0.002µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
tags/replace_trace_tags	execution_time	[2.440µs; 2.447µs] or [-0.146%; +0.146%]	None	None	None

Group 17

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	211d2d3	1763643631	paullgdc/data-pipeline/runtime_agnostisc_code

scenario	metric	min	mean ± sd	median ± mad	p75	p95	p99	max	peak_to_median_ratio	skewness	kurtosis	cv	sem	runs	sample_size
normalization/normalize_trace/test_trace	execution_time	244.261ns	254.505ns ± 12.291ns	249.741ns ± 3.827ns	257.586ns	287.039ns	295.420ns	298.380ns	19.48%	1.882	3.040	4.82%	0.869ns	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
normalization/normalize_trace/test_trace	execution_time	[252.802ns; 256.208ns] or [-0.669%; +0.669%]	None	None	None

Baseline

Omitted due to size.

[codecov-commenter]

Codecov Report

❌ Patch coverage is 78.80435% with 78 lines in your changes missing coverage. Please review.
✅ Project coverage is 70.93%. Comparing base (6e559d7) to head (211d2d3).
⚠️ Report is 6 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1358      +/-   ##
==========================================
- Coverage   70.96%   70.93%   -0.03%     
==========================================
  Files         390      393       +3     
  Lines       62588    62712     +124     
==========================================
+ Hits        44416    44486      +70     
- Misses      18172    18226      +54     

Components	Coverage Δ
libdd-crashtracker	60.01% <ø> (+2.35%)	⬆️
libdd-crashtracker-ffi	16.60% <ø> (+2.35%)	⬆️
libdd-alloc	98.73% <ø> (ø)
libdd-data-pipeline	85.57% <75.58%> (-0.53%)	⬇️
libdd-data-pipeline-ffi	77.32% <100.00%> (-0.84%)	⬇️
libdd-common	81.15% <96.96%> (+0.22%)	⬆️
libdd-common-ffi	73.90% <ø> (ø)
libdd-telemetry	60.02% <ø> (ø)
libdd-telemetry-ffi	21.24% <ø> (ø)
libdd-dogstatsd-client	83.75% <ø> (ø)
datadog-ipc	82.61% <ø> (-0.11%)	⬇️
libdd-profiling	79.69% <ø> (+0.01%)	⬆️
libdd-profiling-ffi	62.13% <ø> (ø)
datadog-sidecar	35.18% <100.00%> (-1.00%)	⬇️
datdog-sidecar-ffi	7.32% <ø> (-5.00%)	⬇️
spawn-worker	55.18% <ø> (ø)
libdd-tinybytes	92.44% <ø> (ø)
libdd-trace-normalization	98.24% <ø> (ø)
datadog-trace-obfuscation	94.17% <ø> (ø)
libdd-trace-protobuf	59.65% <ø> (ø)
libdd-trace-utils	90.06% <88.57%> (-0.01%)	⬇️
datadog-tracer-flare	62.06% <ø> (+1.00%)	⬆️
libdd-log	75.57% <ø> (ø)

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