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: 2026-01-14 13:58:55

Comparing candidate commit ff3e2d5 in PR branch paullgdc/data-pipeline/runtime_agnostisc_code with baseline commit 65a5d9a in branch main.

Found 4 performance improvements and 12 performance regressions! Performance is the same for 39 metrics, 2 unstable metrics.

scenario:credit_card/is_card_number/ 3782-8224-6310-005

• 🟩 execution_time [-3.671µs; -3.398µs] or [-4.475%; -4.143%]
• 🟩 throughput [+528093.240op/s; +570982.224op/s] or [+4.332%; +4.684%]

scenario:credit_card/is_card_number/378282246310005

• 🟩 execution_time [-3.268µs; -3.085µs] or [-4.536%; -4.283%]
• 🟩 throughput [+622402.184op/s; +660662.174op/s] or [+4.484%; +4.759%]

scenario:credit_card/is_card_number/x371413321323331

• 🟥 execution_time [+537.349ns; +551.022ns] or [+9.119%; +9.351%]
• 🟥 throughput [-14555481.265op/s; -14162934.362op/s] or [-8.576%; -8.345%]

scenario:credit_card/is_card_number_no_luhn/x371413321323331

• 🟥 execution_time [+524.452ns; +539.557ns] or [+8.877%; +9.132%]
• 🟥 throughput [-14211037.602op/s; -13780202.192op/s] or [-8.395%; -8.141%]

scenario:normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...

• 🟥 execution_time [+19.481µs; +19.610µs] or [+10.428%; +10.497%]
• 🟥 throughput [-508697.126op/s; -505312.392op/s] or [-9.503%; -9.440%]

scenario:normalization/normalize_name/normalize_name/good

• 🟥 execution_time [+714.042ns; +732.738ns] or [+7.023%; +7.207%]
• 🟥 throughput [-6611831.265op/s; -6451003.260op/s] or [-6.722%; -6.558%]

scenario:normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...

• 🟥 execution_time [+38.421µs; +38.590µs] or [+7.744%; +7.778%]
• 🟥 throughput [-145499.669op/s; -144844.676op/s] or [-7.219%; -7.186%]

scenario:normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters

• 🟥 execution_time [+26.467µs; +26.590µs] or [+15.569%; +15.641%]
• 🟥 throughput [-795847.400op/s; -792246.806op/s] or [-13.529%; -13.468%]

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	ff3e2d5	1768398198	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	533.707µs	534.627µs ± 0.348µs	534.601µs ± 0.251µs	534.859µs	535.215µs	535.392µs	535.521µs	0.17%	0.121	-0.436	0.06%	0.025µs	1	200
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	throughput	1867341.634op/s	1870464.024op/s ± 1217.935op/s	1870553.515op/s ± 879.580op/s	1871423.775op/s	1872286.307op/s	1873175.331op/s	1873688.487op/s	0.17%	-0.118	-0.436	0.06%	86.121op/s	1	200
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	execution_time	380.137µs	380.945µs ± 0.375µs	380.928µs ± 0.230µs	381.169µs	381.501µs	381.754µs	383.410µs	0.65%	1.419	8.259	0.10%	0.026µs	1	200
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	throughput	2608172.539op/s	2625054.745op/s ± 2577.280op/s	2625169.359op/s ± 1583.792op/s	2626584.755op/s	2628838.218op/s	2630168.918op/s	2630630.837op/s	0.21%	-1.395	8.083	0.10%	182.241op/s	1	200
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	execution_time	195.875µs	196.527µs ± 0.340µs	196.517µs ± 0.139µs	196.644µs	196.811µs	196.955µs	200.415µs	1.98%	7.479	84.239	0.17%	0.024µs	1	200
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	throughput	4989643.863op/s	5088372.899op/s ± 8679.570op/s	5088626.805op/s ± 3613.431op/s	5092286.128op/s	5097684.822op/s	5100562.147op/s	5105285.085op/s	0.33%	-7.323	81.938	0.17%	613.738op/s	1	200
normalization/normalize_service/normalize_service/[empty string]	execution_time	36.684µs	36.922µs ± 0.090µs	36.923µs ± 0.059µs	36.978µs	37.072µs	37.174µs	37.177µs	0.69%	0.120	0.113	0.24%	0.006µs	1	200
normalization/normalize_service/normalize_service/[empty string]	throughput	26898107.155op/s	27084467.488op/s ± 66315.226op/s	27083246.895op/s ± 42924.200op/s	27127663.467op/s	27194340.596op/s	27229263.657op/s	27259680.951op/s	0.65%	-0.104	0.103	0.24%	4689.195op/s	1	200
normalization/normalize_service/normalize_service/test_ASCII	execution_time	44.950µs	45.077µs ± 0.060µs	45.076µs ± 0.044µs	45.119µs	45.181µs	45.215µs	45.275µs	0.44%	0.377	0.059	0.13%	0.004µs	1	200
normalization/normalize_service/normalize_service/test_ASCII	throughput	22087286.135op/s	22184081.872op/s ± 29742.997op/s	22184911.721op/s ± 21836.147op/s	22207657.308op/s	22230040.049op/s	22236756.516op/s	22246988.432op/s	0.28%	-0.370	0.045	0.13%	2103.147op/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	[534.579µs; 534.675µs] or [-0.009%; +0.009%]	None	None	None
normalization/normalize_service/normalize_service/A0000000000000000000000000000000000000000000000000...	throughput	[1870295.230op/s; 1870632.818op/s] or [-0.009%; +0.009%]	None	None	None
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	execution_time	[380.893µs; 380.997µs] or [-0.014%; +0.014%]	None	None	None
normalization/normalize_service/normalize_service/Data🐨dog🐶 繋がっ⛰てて	throughput	[2624697.559op/s; 2625411.931op/s] or [-0.014%; +0.014%]	None	None	None
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	execution_time	[196.480µs; 196.574µs] or [-0.024%; +0.024%]	None	None	None
normalization/normalize_service/normalize_service/Test Conversion 0f Weird !@#$%^&**() Characters	throughput	[5087169.994op/s; 5089575.804op/s] or [-0.024%; +0.024%]	None	None	None
normalization/normalize_service/normalize_service/[empty string]	execution_time	[36.909µs; 36.934µs] or [-0.034%; +0.034%]	None	None	None
normalization/normalize_service/normalize_service/[empty string]	throughput	[27075276.836op/s; 27093658.141op/s] or [-0.034%; +0.034%]	None	None	None
normalization/normalize_service/normalize_service/test_ASCII	execution_time	[45.069µs; 45.086µs] or [-0.019%; +0.019%]	None	None	None
normalization/normalize_service/normalize_service/test_ASCII	throughput	[22179959.779op/s; 22188203.966op/s] or [-0.019%; +0.019%]	None	None	None

Group 2

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	14.800ms	14.857ms ± 0.032ms	14.850ms ± 0.014ms	14.866ms	14.918ms	14.982ms	15.039ms	1.27%	2.527	8.613	0.22%	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	[14.853ms; 14.862ms] or [-0.030%; +0.030%]	None	None	None

Group 3

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	33.988µs	34.642µs ± 1.090µs	34.155µs ± 0.047µs	34.213µs	36.993µs	37.037µs	37.642µs	10.21%	1.708	0.955	3.14%	0.077µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
redis/obfuscate_redis_string	execution_time	[34.491µs; 34.793µs] or [-0.436%; +0.436%]	None	None	None

Group 4

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	5.017µs	5.082µs ± 0.037µs	5.083µs ± 0.032µs	5.116µs	5.131µs	5.137µs	5.138µs	1.07%	-0.214	-1.248	0.72%	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	[5.077µs; 5.088µs] or [-0.100%; +0.100%]	None	None	None

Group 5

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	205.932µs	206.360µs ± 0.325µs	206.327µs ± 0.125µs	206.444µs	206.708µs	206.895µs	209.991µs	1.78%	7.074	75.733	0.16%	0.023µs	1	200
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	throughput	4762099.659op/s	4845911.650op/s ± 7558.564op/s	4846664.313op/s ± 2932.011op/s	4849630.807op/s	4852620.569op/s	4855284.722op/s	4855977.610op/s	0.19%	-6.944	73.789	0.16%	534.471op/s	1	200
normalization/normalize_name/normalize_name/bad-name	execution_time	18.189µs	18.303µs ± 0.086µs	18.279µs ± 0.029µs	18.311µs	18.497µs	18.521µs	18.554µs	1.50%	1.253	0.770	0.47%	0.006µs	1	200
normalization/normalize_name/normalize_name/bad-name	throughput	53895659.814op/s	54638077.971op/s ± 256028.838op/s	54706632.267op/s ± 87432.430op/s	54790124.475op/s	54966734.040op/s	54974779.858op/s	54977013.602op/s	0.49%	-1.236	0.735	0.47%	18103.973op/s	1	200
normalization/normalize_name/normalize_name/good	execution_time	10.685µs	10.890µs ± 0.063µs	10.893µs ± 0.040µs	10.935µs	10.982µs	11.033µs	11.062µs	1.55%	-0.224	0.075	0.58%	0.004µs	1	200
normalization/normalize_name/normalize_name/good	throughput	90399943.257op/s	91831370.215op/s ± 533745.243op/s	91803663.132op/s ± 339338.584op/s	92140944.459op/s	92767572.469op/s	92969225.374op/s	93586987.665op/s	1.94%	0.259	0.102	0.58%	37741.488op/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	[206.315µs; 206.405µs] or [-0.022%; +0.022%]	None	None	None
normalization/normalize_name/normalize_name/Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Long-.Too-Lo...	throughput	[4844864.106op/s; 4846959.195op/s] or [-0.022%; +0.022%]	None	None	None
normalization/normalize_name/normalize_name/bad-name	execution_time	[18.291µs; 18.315µs] or [-0.065%; +0.065%]	None	None	None
normalization/normalize_name/normalize_name/bad-name	throughput	[54602594.837op/s; 54673561.106op/s] or [-0.065%; +0.065%]	None	None	None
normalization/normalize_name/normalize_name/good	execution_time	[10.881µs; 10.899µs] or [-0.080%; +0.080%]	None	None	None
normalization/normalize_name/normalize_name/good	throughput	[91757398.258op/s; 91905342.172op/s] or [-0.081%; +0.081%]	None	None	None

Group 6

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	160.621µs	161.709µs ± 0.669µs	161.632µs ± 0.151µs	161.813µs	162.128µs	162.441µs	170.400µs	5.42%	11.047	141.195	0.41%	0.047µs	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	[161.617µs; 161.802µs] or [-0.057%; +0.057%]	None	None	None

Group 7

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	6.107ms	6.378ms ± 0.073ms	6.395ms ± 0.018ms	6.410ms	6.433ms	6.522ms	6.708ms	4.90%	-1.398	5.721	1.14%	0.005ms	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	[6.368ms; 6.388ms] or [-0.158%; +0.158%]	None	None	None

Group 8

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	17.648µs	25.576µs ± 9.561µs	17.947µs ± 0.215µs	34.450µs	42.898µs	43.857µs	59.469µs	231.36%	0.744	-0.562	37.29%	0.676µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
two way interface	execution_time	[24.251µs; 26.901µs] or [-5.181%; +5.181%]	None	None	None

Group 9

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	89.280µs	89.482µs ± 0.163µs	89.459µs ± 0.054µs	89.525µs	89.619µs	90.007µs	91.283µs	2.04%	7.124	73.656	0.18%	0.012µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
sql/obfuscate_sql_string	execution_time	[89.460µs; 89.505µs] or [-0.025%; +0.025%]	None	None	None

Group 10

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	189.125ns	192.231ns ± 2.556ns	191.956ns ± 1.401ns	193.165ns	196.285ns	199.074ns	211.143ns	10.00%	2.672	14.605	1.33%	0.181ns	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	[191.877ns; 192.585ns] or [-0.184%; +0.184%]	None	None	None

Group 11

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	243.311ns	253.570ns ± 12.633ns	248.951ns ± 3.268ns	254.754ns	282.292ns	295.079ns	297.155ns	19.36%	1.985	3.144	4.97%	0.893ns	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	[251.819ns; 255.321ns] or [-0.690%; +0.690%]	None	None	None

Group 12

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	2.411µs	2.457µs ± 0.018µs	2.453µs ± 0.008µs	2.463µs	2.499µs	2.506µs	2.537µs	3.43%	1.279	2.634	0.72%	0.001µs	1	200

scenario	metric	95% CI mean	Shapiro-Wilk pvalue	Ljung-Box pvalue (lag=1)	Dip test pvalue
tags/replace_trace_tags	execution_time	[2.454µs; 2.459µs] or [-0.100%; +0.100%]	None	None	None

Group 13

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	10.554ms	10.591ms ± 0.014ms	10.588ms ± 0.007ms	10.595ms	10.617ms	10.637ms	10.642ms	0.51%	0.928	1.617	0.13%	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	[10.589ms; 10.593ms] or [-0.018%; +0.018%]	None	None	None

Group 14

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	1.209µs	3.232µs ± 1.430µs	3.004µs ± 0.026µs	3.034µs	3.674µs	14.117µs	14.795µs	392.56%	7.290	54.520	44.13%	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	[3.034µs; 3.430µs] or [-6.131%; +6.131%]	None	None	None

Group 15

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	3.896µs	3.915µs ± 0.003µs	3.915µs ± 0.002µs	3.917µs	3.920µs	3.921µs	3.923µs	0.21%	-1.379	10.425	0.07%	0.000µs	1	200
credit_card/is_card_number/	throughput	254888217.301op/s	255410970.933op/s ± 184200.343op/s	255416351.168op/s ± 107648.233op/s	255523987.314op/s	255649236.565op/s	255736702.221op/s	256696255.892op/s	0.50%	1.402	10.601	0.07%	13024.931op/s	1	200
credit_card/is_card_number/ 3782-8224-6310-005	execution_time	76.699µs	78.496µs ± 0.781µs	78.431µs ± 0.490µs	78.972µs	79.727µs	80.327µs	81.777µs	4.27%	0.481	0.989	0.99%	0.055µs	1	200
credit_card/is_card_number/ 3782-8224-6310-005	throughput	12228399.368op/s	12740770.925op/s ± 126289.903op/s	12750042.148op/s ± 79627.757op/s	12824005.286op/s	12937639.606op/s	13025655.360op/s	13037969.010op/s	2.26%	-0.401	0.799	0.99%	8930.045op/s	1	200
credit_card/is_card_number/ 378282246310005	execution_time	70.886µs	72.307µs ± 0.734µs	72.264µs ± 0.543µs	72.798µs	73.578µs	74.165µs	74.384µs	2.93%	0.411	-0.186	1.01%	0.052µs	1	200
credit_card/is_card_number/ 378282246310005	throughput	13443734.441op/s	13831256.274op/s ± 139924.224op/s	13838189.656op/s ± 103523.762op/s	13940613.496op/s	14041387.160op/s	14101161.170op/s	14107165.131op/s	1.94%	-0.361	-0.246	1.01%	9894.137op/s	1	200
credit_card/is_card_number/37828224631	execution_time	3.895µs	3.915µs ± 0.003µs	3.915µs ± 0.002µs	3.916µs	3.919µs	3.921µs	3.924µs	0.23%	-1.299	9.800	0.07%	0.000µs	1	200
credit_card/is_card_number/37828224631	throughput	254863097.120op/s	255447875.811op/s ± 184346.587op/s	255437341.220op/s ± 102111.232op/s	255551129.397op/s	255707884.118op/s	255771075.910op/s	256707681.287op/s	0.50%	1.321	9.956	0.07%	13035.272op/s	1	200
credit_card/is_card_number/378282246310005	execution_time	67.494µs	68.862µs ± 0.642µs	68.811µs ± 0.440µs	69.270µs	70.027µs	70.188µs	70.328µs	2.20%	0.149	-0.537	0.93%	0.045µs	1	200
credit_card/is_card_number/378282246310005	throughput	14219168.023op/s	14522995.051op/s ± 135303.221op/s	14532613.781op/s ± 92862.596op/s	14622040.961op/s	14732878.636op/s	14802343.917op/s	14816133.308op/s	1.95%	-0.109	-0.543	0.93%	9567.383op/s	1	200
credit_card/is_card_number/37828224631000521389798	execution_time	52.726µs	53.024µs ± 0.121µs	53.076µs ± 0.102µs	53.124µs	53.185µs	53.246µs	53.278µs	0.38%	-0.167	-1.257	0.23%	0.009µs	1	200
credit_card/is_card_number/37828224631000521389798	throughput	18769546.024op/s	18859625.704op/s ± 43052.760op/s	18840988.142op/s ± 36081.008op/s	18900126.631op/s	18926253.749op/s	18932300.864op/s	18965862.752op/s	0.66%	0.172	-1.256	0.23%	3044.290op/s	1	200
credit_card/is_card_number/x371413321323331	execution_time	6.428µs	6.437µs ± 0.004µs	6.436µs ± 0.003µs	6.439µs	6.444µs	6.449µs	6.453µs	0.26%	0.783	1.253	0.06%	0.000µs	1	200
credit_card/is_card_number/x371413321323331	throughput	154967995.718op/s	155358227.720op/s ± 100877.169op/s	155365291.394op/s ± 62219.282op/s	155422563.471op/s	155493913.680op/s	155551765.016op/s	155568667.549op/s	0.13%	-0.778	1.238	0.06%	7133.093op/s	1	200
credit_card/is_card_number_no_luhn/	execution_time	3.893µs	3.915µs ± 0.003µs	3.915µs ± 0.001µs	3.916µs	3.921µs	3.922µs	3.931µs	0.43%	-0.507	12.103	0.08%	0.000µs	1	200
credit_card/is_card_number_no_luhn/	throughput	254361098.183op/s	255424845.591op/s ± 213341.254op/s	255455882.774op/s ± 95725.874op/s	255533462.178op/s	255660636.706op/s	255736076.168op/s	256873838.350op/s	0.56%	0.542	12.257	0.08%	15085.505op/s	1	200
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	execution_time	64.871µs	65.167µs ± 0.157µs	65.118µs ± 0.082µs	65.229µs	65.490µs	65.600µs	65.693µs	0.88%	0.987	0.576	0.24%	0.011µs	1	200
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	throughput	15222431.855op/s	15345327.448op/s ± 36992.888op/s	15356678.045op/s ± 19384.554op/s	15371416.087op/s	15387787.896op/s	15408025.655op/s	15415111.434op/s	0.38%	-0.975	0.549	0.24%	2615.792op/s	1	200
credit_card/is_card_number_no_luhn/ 378282246310005	execution_time	58.607µs	58.931µs ± 0.218µs	58.859µs ± 0.112µs	59.077µs	59.368µs	59.511µs	59.698µs	1.42%	1.029	0.474	0.37%	0.015µs	1	200
credit_card/is_card_number_no_luhn/ 378282246310005	throughput	16751049.256op/s	16969155.614op/s ± 62593.268op/s	16989688.109op/s ± 32299.470op/s	17015191.163op/s	17041127.398op/s	17058403.677op/s	17062720.856op/s	0.43%	-1.013	0.426	0.37%	4426.012op/s	1	200
credit_card/is_card_number_no_luhn/37828224631	execution_time	3.897µs	3.916µs ± 0.004µs	3.915µs ± 0.002µs	3.918µs	3.921µs	3.926µs	3.933µs	0.46%	0.455	5.231	0.09%	0.000µs	1	200
credit_card/is_card_number_no_luhn/37828224631	throughput	254276472.470op/s	255391948.044op/s ± 241186.890op/s	255434659.815op/s ± 141332.528op/s	255540132.587op/s	255690110.711op/s	255741888.864op/s	256612646.775op/s	0.46%	-0.435	5.244	0.09%	17054.489op/s	1	200
credit_card/is_card_number_no_luhn/378282246310005	execution_time	55.287µs	55.650µs ± 0.169µs	55.620µs ± 0.098µs	55.734µs	55.972µs	56.173µs	56.297µs	1.22%	1.187	1.798	0.30%	0.012µs	1	200
credit_card/is_card_number_no_luhn/378282246310005	throughput	17762841.202op/s	17969752.872op/s ± 54291.388op/s	17979027.562op/s ± 31836.595op/s	18008592.351op/s	18035412.624op/s	18046262.119op/s	18087403.761op/s	0.60%	-1.165	1.729	0.30%	3838.981op/s	1	200
credit_card/is_card_number_no_luhn/37828224631000521389798	execution_time	53.061µs	53.130µs ± 0.037µs	53.125µs ± 0.022µs	53.151µs	53.193µs	53.241µs	53.278µs	0.29%	0.896	1.504	0.07%	0.003µs	1	200
credit_card/is_card_number_no_luhn/37828224631000521389798	throughput	18769374.538op/s	18821732.529op/s ± 13030.334op/s	18823369.124op/s ± 7790.746op/s	18830506.018op/s	18840736.182op/s	18844946.111op/s	18846333.182op/s	0.12%	-0.890	1.487	0.07%	921.384op/s	1	200
credit_card/is_card_number_no_luhn/x371413321323331	execution_time	6.428µs	6.440µs ± 0.010µs	6.438µs ± 0.003µs	6.442µs	6.457µs	6.474µs	6.520µs	1.27%	3.921	23.209	0.16%	0.001µs	1	200
credit_card/is_card_number_no_luhn/x371413321323331	throughput	153380668.257op/s	155277386.366op/s ± 245865.310op/s	155331345.064op/s ± 81665.011op/s	155409028.794op/s	155492817.381op/s	155535965.667op/s	155577519.309op/s	0.16%	-3.875	22.725	0.16%	17385.303op/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	[255385442.537op/s; 255436499.329op/s] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/ 3782-8224-6310-005	execution_time	[78.388µs; 78.604µs] or [-0.138%; +0.138%]	None	None	None
credit_card/is_card_number/ 3782-8224-6310-005	throughput	[12723268.359op/s; 12758273.491op/s] or [-0.137%; +0.137%]	None	None	None
credit_card/is_card_number/ 378282246310005	execution_time	[72.206µs; 72.409µs] or [-0.141%; +0.141%]	None	None	None
credit_card/is_card_number/ 378282246310005	throughput	[13811864.122op/s; 13850648.425op/s] or [-0.140%; +0.140%]	None	None	None
credit_card/is_card_number/37828224631	execution_time	[3.914µs; 3.915µs] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/37828224631	throughput	[255422327.147op/s; 255473424.475op/s] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number/378282246310005	execution_time	[68.773µs; 68.951µs] or [-0.129%; +0.129%]	None	None	None
credit_card/is_card_number/378282246310005	throughput	[14504243.326op/s; 14541746.776op/s] or [-0.129%; +0.129%]	None	None	None
credit_card/is_card_number/37828224631000521389798	execution_time	[53.007µs; 53.040µs] or [-0.032%; +0.032%]	None	None	None
credit_card/is_card_number/37828224631000521389798	throughput	[18853659.006op/s; 18865592.403op/s] or [-0.032%; +0.032%]	None	None	None
credit_card/is_card_number/x371413321323331	execution_time	[6.436µs; 6.437µs] or [-0.009%; +0.009%]	None	None	None
credit_card/is_card_number/x371413321323331	throughput	[155344247.114op/s; 155372208.325op/s] or [-0.009%; +0.009%]	None	None	None
credit_card/is_card_number_no_luhn/	execution_time	[3.915µs; 3.916µs] or [-0.012%; +0.012%]	None	None	None
credit_card/is_card_number_no_luhn/	throughput	[255395278.545op/s; 255454412.637op/s] or [-0.012%; +0.012%]	None	None	None
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	execution_time	[65.145µs; 65.189µs] or [-0.033%; +0.033%]	None	None	None
credit_card/is_card_number_no_luhn/ 3782-8224-6310-005	throughput	[15340200.590op/s; 15350454.307op/s] or [-0.033%; +0.033%]	None	None	None
credit_card/is_card_number_no_luhn/ 378282246310005	execution_time	[58.901µs; 58.961µs] or [-0.051%; +0.051%]	None	None	None
credit_card/is_card_number_no_luhn/ 378282246310005	throughput	[16960480.789op/s; 16977830.439op/s] or [-0.051%; +0.051%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631	execution_time	[3.915µs; 3.916µs] or [-0.013%; +0.013%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631	throughput	[255358521.861op/s; 255425374.227op/s] or [-0.013%; +0.013%]	None	None	None
credit_card/is_card_number_no_luhn/378282246310005	execution_time	[55.626µs; 55.673µs] or [-0.042%; +0.042%]	None	None	None
credit_card/is_card_number_no_luhn/378282246310005	throughput	[17962228.608op/s; 17977277.137op/s] or [-0.042%; +0.042%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631000521389798	execution_time	[53.125µs; 53.135µs] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number_no_luhn/37828224631000521389798	throughput	[18819926.650op/s; 18823538.408op/s] or [-0.010%; +0.010%]	None	None	None
credit_card/is_card_number_no_luhn/x371413321323331	execution_time	[6.439µs; 6.442µs] or [-0.022%; +0.022%]	None	None	None
credit_card/is_card_number_no_luhn/x371413321323331	throughput	[155243311.798op/s; 155311460.933op/s] or [-0.022%; +0.022%]	None	None	None

Group 16

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	61.034ms	61.513ms ± 2.136ms	61.231ms ± 0.069ms	61.310ms	61.591ms	67.477ms	83.167ms	35.82%	8.983	82.677	3.46%	0.151ms	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	[61.217ms; 61.810ms] or [-0.481%; +0.481%]	None	None	None

Group 17

cpu_model	git_commit_sha	git_commit_date	git_branch
Intel(R) Xeon(R) Platinum 8259CL CPU @ 2.50GHz	ff3e2d5	1768398198	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	144.011µs	146.397µs ± 1.629µs	146.204µs ± 0.541µs	146.730µs	147.986µs	151.878µs	160.489µs	9.77%	4.842	34.391	1.11%	0.115µs	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	[146.171µs; 146.623µs] or [-0.154%; +0.154%]	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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