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  1. .gitattributes +1 -0
  2. README.md +148 -0
  3. dataset_info.json +136 -0
  4. test.jsonl +3 -0
.gitattributes CHANGED
@@ -58,3 +58,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
 
 
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  # Video files - compressed
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  *.mp4 filter=lfs diff=lfs merge=lfs -text
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  *.webm filter=lfs diff=lfs merge=lfs -text
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+ test.jsonl filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,148 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ language:
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+ - code
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+ license: apache-2.0
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+ task_categories:
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+ - text-generation
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+ tags:
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+ - code
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+ - refactoring
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+ - java
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+ - benchmark
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+ ---
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+
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+ # Java Refactoring Benchmark
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+
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+ ## Task
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+ Given a Java source file before a refactoring and the refactoring type, produce the refactored file.
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+
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+ ## Schema
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+ - `instance_id` — unique identifier
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+ - `repo` — GitHub repo (owner/name)
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+ - `language` — "java"
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+ - `base_commit` — parent SHA (before state)
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+ - `merge_commit` — commit where refactoring was applied
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+ - `refactoring_types` — list of RefactoringMiner type names detected in this commit
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+ - `refactoring_descriptions` — corresponding human-readable descriptions
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+ - `file_path` — primary changed Java file (most lines changed)
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+ - `source_code_before` — full file content before refactoring
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+ - `source_code_after` — full file content after refactoring (ground truth)
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+ - `diff` — full unified diff of the commit (all changed files)
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+ - `is_pure_refactoring` — null = not yet checked; true = no extraneous changes
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+ - `compile_before` / `compile_after` — null = not yet verified
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+ - `PASS_TO_PASS` / `FAIL_TO_PASS` — null = not yet verified
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+ - `created_at` — commit timestamp (ISO 8601)
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+ - `repo_license` — SPDX license of the source repo
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+ - `lines_changed` — total lines changed in the commit
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+
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+ ## Split
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+ - `test`: 5857 instances from 23 repos
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+
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+ ## Refactoring types
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+ {
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+ "Change Variable Type": 2443,
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+ "Add Method Annotation": 2338,
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+ "Change Return Type": 1690,
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+ "Change Parameter Type": 1595,
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+ "Extract Method": 1398,
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+ "Add Parameter": 1351,
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+ "Rename Method": 1306,
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+ "Extract Variable": 1283,
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+ "Change Method Access Modifier": 1183,
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+ "Rename Variable": 1089,
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+ "Remove Method Annotation": 1018,
54
+ "Change Attribute Type": 957,
55
+ "Rename Parameter": 852,
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+ "Remove Thrown Exception Type": 738,
57
+ "Add Attribute Modifier": 656,
58
+ "Remove Parameter": 611,
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+ "Inline Variable": 595,
60
+ "Extract And Move Method": 586,
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+ "Change Attribute Access Modifier": 572,
62
+ "Rename Attribute": 517,
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+ "Move Method": 510,
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+ "Add Class Annotation": 419,
65
+ "Pull Up Method": 392,
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+ "Encapsulate Attribute": 310,
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+ "Modify Method Annotation": 287,
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+ "Move Class": 282,
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+ "Add Attribute Annotation": 270,
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+ "Add Method Modifier": 263,
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+ "Add Thrown Exception Type": 238,
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+ "Rename Class": 235,
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+ "Change Class Access Modifier": 224,
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+ "Modify Class Annotation": 213,
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+ "Replace Variable With Attribute": 212,
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+ "Remove Attribute Modifier": 211,
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+ "Inline Method": 207,
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+ "Move Code": 196,
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+ "Remove Class Annotation": 192,
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+ "Parameterize Variable": 186,
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+ "Add Parameter Modifier": 185,
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+ "Pull Up Attribute": 182,
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+ "Invert Condition": 175,
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+ "Remove Method Modifier": 174,
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+ "Add Parameter Annotation": 168,
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+ "Move Attribute": 155,
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+ "Extract Attribute": 154,
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+ "Add Variable Modifier": 148,
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+ "Extract Class": 144,
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+ "Remove Attribute Annotation": 142,
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+ "Move And Rename Method": 133,
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+ "Change Thrown Exception Type": 128,
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+ "Move And Inline Method": 128,
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+ "Push Down Method": 127,
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+ "Remove Parameter Modifier": 109,
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+ "Assert Throws": 105,
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+ "Remove Parameter Annotation": 90,
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+ "Replace Generic With Diamond": 90,
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+ "Replace Attribute With Variable": 84,
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+ "Move And Rename Class": 81,
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+ "Move Source Folder": 81,
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+ "Localize Parameter": 80,
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+ "Merge Conditional": 80,
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+ "Add Class Modifier": 71,
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+ "Split Conditional": 70,
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+ "Replace Anonymous With Lambda": 59,
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+ "Remove Class Modifier": 57,
108
+ "Extract Superclass": 56,
109
+ "Remove Variable Modifier": 55,
110
+ "Extract Fixture": 52,
111
+ "Replace Conditional With Ternary": 48,
112
+ "Inline Attribute": 43,
113
+ "Modify Attribute Annotation": 41,
114
+ "Replace Anonymous With Class": 37,
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+ "Try With Resources": 32,
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+ "Change Type Declaration Kind": 31,
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+ "Merge Parameter": 28,
118
+ "Push Down Attribute": 25,
119
+ "Extract Interface": 24,
120
+ "Parameterize Attribute": 23,
121
+ "Reorder Parameter": 23,
122
+ "Split Parameter": 20,
123
+ "Split Method": 16,
124
+ "Rename Package": 14,
125
+ "Merge Variable": 14,
126
+ "Move And Rename Attribute": 13,
127
+ "Extract Subclass": 12,
128
+ "Move Package": 11,
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+ "Replace Loop With Pipeline": 10,
130
+ "Replace Pipeline With Loop": 10,
131
+ "Parameterize Test": 9,
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+ "Remove Variable Annotation": 9,
133
+ "Merge Attribute": 9,
134
+ "Merge Catch": 9,
135
+ "Split Attribute": 8,
136
+ "Add Variable Annotation": 7,
137
+ "Modify Parameter Annotation": 6,
138
+ "Replace Conditional With Assumption": 6,
139
+ "Merge Class": 5,
140
+ "Replace Attribute": 5,
141
+ "Collapse Hierarchy": 4,
142
+ "Merge Method": 3,
143
+ "Split Class": 2,
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+ "Split Variable": 1
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+ }
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+
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+ ## Detection
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+ Mined using RefactoringMiner 3.1.3.
dataset_info.json ADDED
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+ {
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+ "total_records": 5857,
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+ "test_count": 5857,
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+ "skipped_commits": 0,
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+ "skip_reasons": {},
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+ "repos": [
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+ "Aiven-Open/http-connector-for-apache-kafka",
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+ "ExpediaGroup/waggle-dance",
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+ "Mastercard/client-encryption-java",
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+ "SeanDragon/protools",
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+ "allure-framework/allure-java",
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+ "etcd-io/jetcd",
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+ "hibernate/hibernate-tools",
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+ "jenkinsci/ansible-plugin",
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+ "jenkinsci/pipeline-as-yaml-plugin",
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+ "kobylynskyi/graphql-java-codegen",
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+ "logfellow/logstash-logback-encoder",
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+ "meilisearch/meilisearch-java",
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+ "modcluster/mod_cluster",
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+ "mvel/mvel",
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+ "pivovarit/throwing-function",
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+ "prometheus/client_java",
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+ "sdstoehr/har-reader",
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+ "selenide/selenide",
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+ "servertap-io/servertap",
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+ "shrinkwrap/resolver",
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+ "smallrye/smallrye-fault-tolerance",
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+ "spring-io/github-changelog-generator",
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+ "spring-projects/spring-vault"
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+ ],
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+ "repo_count": 23,
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+ "refactoring_type_counts": {
33
+ "Change Variable Type": 2443,
34
+ "Add Method Annotation": 2338,
35
+ "Change Return Type": 1690,
36
+ "Change Parameter Type": 1595,
37
+ "Extract Method": 1398,
38
+ "Add Parameter": 1351,
39
+ "Rename Method": 1306,
40
+ "Extract Variable": 1283,
41
+ "Change Method Access Modifier": 1183,
42
+ "Rename Variable": 1089,
43
+ "Remove Method Annotation": 1018,
44
+ "Change Attribute Type": 957,
45
+ "Rename Parameter": 852,
46
+ "Remove Thrown Exception Type": 738,
47
+ "Add Attribute Modifier": 656,
48
+ "Remove Parameter": 611,
49
+ "Inline Variable": 595,
50
+ "Extract And Move Method": 586,
51
+ "Change Attribute Access Modifier": 572,
52
+ "Rename Attribute": 517,
53
+ "Move Method": 510,
54
+ "Add Class Annotation": 419,
55
+ "Pull Up Method": 392,
56
+ "Encapsulate Attribute": 310,
57
+ "Modify Method Annotation": 287,
58
+ "Move Class": 282,
59
+ "Add Attribute Annotation": 270,
60
+ "Add Method Modifier": 263,
61
+ "Add Thrown Exception Type": 238,
62
+ "Rename Class": 235,
63
+ "Change Class Access Modifier": 224,
64
+ "Modify Class Annotation": 213,
65
+ "Replace Variable With Attribute": 212,
66
+ "Remove Attribute Modifier": 211,
67
+ "Inline Method": 207,
68
+ "Move Code": 196,
69
+ "Remove Class Annotation": 192,
70
+ "Parameterize Variable": 186,
71
+ "Add Parameter Modifier": 185,
72
+ "Pull Up Attribute": 182,
73
+ "Invert Condition": 175,
74
+ "Remove Method Modifier": 174,
75
+ "Add Parameter Annotation": 168,
76
+ "Move Attribute": 155,
77
+ "Extract Attribute": 154,
78
+ "Add Variable Modifier": 148,
79
+ "Extract Class": 144,
80
+ "Remove Attribute Annotation": 142,
81
+ "Move And Rename Method": 133,
82
+ "Change Thrown Exception Type": 128,
83
+ "Move And Inline Method": 128,
84
+ "Push Down Method": 127,
85
+ "Remove Parameter Modifier": 109,
86
+ "Assert Throws": 105,
87
+ "Remove Parameter Annotation": 90,
88
+ "Replace Generic With Diamond": 90,
89
+ "Replace Attribute With Variable": 84,
90
+ "Move And Rename Class": 81,
91
+ "Move Source Folder": 81,
92
+ "Localize Parameter": 80,
93
+ "Merge Conditional": 80,
94
+ "Add Class Modifier": 71,
95
+ "Split Conditional": 70,
96
+ "Replace Anonymous With Lambda": 59,
97
+ "Remove Class Modifier": 57,
98
+ "Extract Superclass": 56,
99
+ "Remove Variable Modifier": 55,
100
+ "Extract Fixture": 52,
101
+ "Replace Conditional With Ternary": 48,
102
+ "Inline Attribute": 43,
103
+ "Modify Attribute Annotation": 41,
104
+ "Replace Anonymous With Class": 37,
105
+ "Try With Resources": 32,
106
+ "Change Type Declaration Kind": 31,
107
+ "Merge Parameter": 28,
108
+ "Push Down Attribute": 25,
109
+ "Extract Interface": 24,
110
+ "Parameterize Attribute": 23,
111
+ "Reorder Parameter": 23,
112
+ "Split Parameter": 20,
113
+ "Split Method": 16,
114
+ "Rename Package": 14,
115
+ "Merge Variable": 14,
116
+ "Move And Rename Attribute": 13,
117
+ "Extract Subclass": 12,
118
+ "Move Package": 11,
119
+ "Replace Loop With Pipeline": 10,
120
+ "Replace Pipeline With Loop": 10,
121
+ "Parameterize Test": 9,
122
+ "Remove Variable Annotation": 9,
123
+ "Merge Attribute": 9,
124
+ "Merge Catch": 9,
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+ "Split Attribute": 8,
126
+ "Add Variable Annotation": 7,
127
+ "Modify Parameter Annotation": 6,
128
+ "Replace Conditional With Assumption": 6,
129
+ "Merge Class": 5,
130
+ "Replace Attribute": 5,
131
+ "Collapse Hierarchy": 4,
132
+ "Merge Method": 3,
133
+ "Split Class": 2,
134
+ "Split Variable": 1
135
+ }
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+ }
test.jsonl ADDED
@@ -0,0 +1,3 @@
 
 
 
 
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+ oid sha256:817899f57a72bd1b14dd3b61e8358aec003283f2f6baaffbeaab0e6f7d90ed8e
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+ size 222621550