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Intro

For duplication, we look at places in code where there are 6 or more lines of code that are exactly the same.
Before duplication is calculated, the code is cleaned to remove empty lines, comments, and frequently duplicated constructs such as imports.
You should aim at having as little as possible (<5%) of duplicated code as high-level of duplication can lead to maintenance difficulties, poor factoring, and logical contradictions.

Learn more...

Duplication Overall

6% duplication:

6,387 cleaned lines of cleaned code (without empty lines, comments, and frequently duplicated constructs such as imports)
417 duplicated lines

28 duplicates

Duplication per Extension

Duplication per Component (primary)

Duplication Between Components (50+ lines)

Download: SVG DOT (open online Graphviz editor)

From Component --> To Component	Duplicated Lines	File Pairs	Details
deequ/profiles (11%) --> deequ/suggestions (12%)	167	3 file pairs	details...

Open 3D force graph...

Show more details on duplication between components...

Longest Duplicates

The list of 20 longest duplicates.

See data for all 28 duplicates...

Size	#	Folders	Files	Lines	Code
18	x 2	src/main/scala/com/amazon/deequ/repository/fs src/main/scala/com/amazon/deequ/repository/memory	FileSystemMetricsRepository.scala InMemoryMetricsRepository.scala	79:127 (19%) 71:119 (39%)	view
14	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunBuilder.scala ConstraintSuggestionRunBuilder.scala	51:66 (12%) 58:73 (9%)	view
13	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunBuilder.scala ConstraintSuggestionRunBuilder.scala	27:41 (11%) 32:46 (8%)	view
12	x 2	src/main/scala/com/amazon/deequ/suggestions/rules src/main/scala/com/amazon/deequ/suggestions/rules	CategoricalRangeRule.scala FractionalCategoricalRangeRule.scala	29:44 (30%) 31:46 (17%)	view
11	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunBuilder.scala ConstraintSuggestionRunBuilder.scala	195:221 (9%) 254:280 (7%)	view
11	x 2	src/main/scala/com/amazon/deequ src/main/scala/com/amazon/deequ/profiles	VerificationRunBuilder.scala ColumnProfilerRunBuilder.scala	189:216 (8%) 195:221 (9%)	view
11	x 2	src/main/scala/com/amazon/deequ src/main/scala/com/amazon/deequ/suggestions	VerificationRunBuilder.scala ConstraintSuggestionRunBuilder.scala	189:216 (8%) 254:280 (7%)	view
11	x 2	src/main/scala/com/amazon/deequ/analyzers/runners src/main/scala/com/amazon/deequ/profiles	AnalysisRunBuilder.scala ColumnProfilerRunBuilder.scala	124:151 (14%) 195:221 (9%)	view
11	x 2	src/main/scala/com/amazon/deequ/analyzers/runners src/main/scala/com/amazon/deequ/suggestions	AnalysisRunBuilder.scala ConstraintSuggestionRunBuilder.scala	124:151 (14%) 254:280 (7%)	view
11	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunner.scala ConstraintSuggestionRunner.scala	90:103 (16%) 240:253 (5%)	view
11	x 2	src/main/scala/com/amazon/deequ src/main/scala/com/amazon/deequ/analyzers/runners	VerificationRunBuilder.scala AnalysisRunBuilder.scala	189:216 (8%) 124:151 (14%)	view
10	x 2	src/main/scala/com/amazon/deequ/analyzers/runners src/main/scala/com/amazon/deequ/profiles	AnalysisRunner.scala ColumnProfiler.scala	216:231 (3%) 342:357 (2%)	view
9	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunner.scala ConstraintSuggestionRunner.scala	71:81 (13%) 101:111 (4%)	view
8	x 2	src/main/scala/com/amazon/deequ/analyzers/catalyst src/main/scala/com/amazon/deequ/analyzers/catalyst	StatefulHyperloglogPlus.scala StatefulHyperloglogPlus.scala	127:134 (5%) 195:202 (5%)	view
8	x 2	src/main/scala/com/amazon/deequ/suggestions/rules src/main/scala/com/amazon/deequ/suggestions/rules	CategoricalRangeRule.scala FractionalCategoricalRangeRule.scala	55:65 (20%) 65:75 (11%)	view
8	x 2	src/main/scala/com/amazon/deequ src/main/scala/com/amazon/deequ/analyzers/runners	VerificationRunBuilder.scala AnalysisRunBuilder.scala	271:288 (5%) 167:184 (10%)	view
7	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfilerRunBuilder.scala ConstraintSuggestionRunBuilder.scala	89:110 (6%) 131:153 (4%)	view
7	x 2	src/main/scala/com/amazon/deequ/analyzers src/main/scala/com/amazon/deequ/analyzers	ApproxQuantile.scala ApproxQuantiles.scala	59:69 (15%) 44:55 (18%)	view
7	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfiler.scala ConstraintSuggestionRunner.scala	212:219 (1%) 228:235 (3%)	view
7	x 2	src/main/scala/com/amazon/deequ src/main/scala/com/amazon/deequ	VerificationSuite.scala VerificationSuite.scala	208:214 (4%) 302:308 (4%)	view

Duplicated Units

The list of top 5 duplicated units.

See data for all 5 unit duplicates...

Size	#	Folders	Files	Lines	Code
12	x 2	src/main/scala/com/amazon/deequ/analyzers/runners src/main/scala/com/amazon/deequ/profiles	AnalysisRunner.scala ColumnProfiler.scala	216:234 342:360	view
8	x 2	src/main/scala/com/amazon/deequ/checks src/main/scala/com/amazon/deequ/checks	Check.scala Check.scala	850:859 890:899	view
8	x 2	src/main/scala/com/amazon/deequ/checks src/main/scala/com/amazon/deequ/checks	Check.scala Check.scala	870:879 911:920	view
7	x 4	src/main/scala/com/amazon/deequ/analyzers/runners src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions src/main/scala/com/amazon/deequ	AnalysisRunBuilder.scala ColumnProfilerRunBuilder.scala ConstraintSuggestionRunBuilder.scala VerificationRunBuilder.scala	133:141 203:211 262:270 198:206	view
7	x 2	src/main/scala/com/amazon/deequ/profiles src/main/scala/com/amazon/deequ/suggestions	ColumnProfiler.scala ConstraintSuggestionRunner.scala	212:220 228:236	view