GoogleCloudPlatform / applied-ai-engineering-samples
Duplication

Places in code with 6 or more lines that are exactly the same.

Intro
Learn more...
Duplication Overall
system36% (5,643 lines)
dependency graphs: 2D graph | 3D graph | 3D graph (with duplicates)...
Duplication per Extension
ipynb44% (5,014 lines)
tf22% (429 lines)
py7% (77 lines)
yaml5% (65 lines)
jsonl33% (32 lines)
tpl63% (26 lines)
Duplication per Component (primary)
genai-on-vertex-ai41% (5,162 lines)
ai-infrastructure15% (481 lines)
Longest Duplicates
The list of 50 longest duplicates.
See data for all 6,044 duplicates...
Size#FoldersFilesLinesCode
116 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
99:214 (13%)
100:215 (10%)
view
91 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...marization/vertex_colab
100:190 (36%)
100:190 (35%)
view
59 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
301:359 (6%)
302:360 (5%)
view
54 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...iturn_chat/vertex_colab
124:177 (21%)
123:176 (19%)
view
54 x 2 genai-on-vertex-ai/gemin...iturn_chat/vertex_colab
genai-on-vertex-ai/gemin...marization/vertex_colab
123:176 (19%)
124:177 (21%)
view
47 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemini/evals_playbook/notebooks
175:221 (3%)
177:223 (6%)
view
45 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/gemin..._recipes/pdf_processing
167:211 (11%)
110:154 (15%)
view
33 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
419:451 (3%)
419:451 (2%)
view
32 x 2 genai-on-vertex-ai/gemin...marization/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
100:131 (12%)
96:127 (13%)
view
32 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
100:131 (12%)
96:127 (13%)
view
30 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemini/evals_playbook/notebooks
102:131 (2%)
105:134 (4%)
view
30 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...marization/vertex_colab
219:248 (12%)
227:256 (11%)
view
30 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/gemin..._recipes/pdf_processing
357:386 (7%)
262:291 (10%)
view
29 x 2 genai-on-vertex-ai/gemin...iturn_chat/vertex_colab
genai-on-vertex-ai/gemin...marization/vertex_colab
1:29 (10%)
1:29 (11%)
view
29 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
854:882 (3%)
1117:1145 (2%)
view
29 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemini/evals_playbook/notebooks
133:161 (2%)
136:164 (3%)
view
28 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemini/evals_playbook/notebooks
1:28 (1%)
1:28 (3%)
view
28 x 2 genai-on-vertex-ai/agents/reasoning_engine/crewai
genai-on-vertex-ai/gemin...ting_recipes/multimodal
714:741 (3%)
1118:1145 (2%)
view
28 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemini/evals_playbook/notebooks
1399:1426 (1%)
708:735 (3%)
view
28 x 2 genai-on-vertex-ai/gemin...marization/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
229:256 (10%)
211:238 (11%)
view
28 x 2 genai-on-vertex-ai/agents/reasoning_engine/crewai
genai-on-vertex-ai/gemin...ting_recipes/multimodal
714:741 (3%)
855:882 (3%)
view
28 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
221:248 (11%)
211:238 (11%)
view
28 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...iturn_chat/vertex_colab
1:28 (11%)
1:28 (9%)
view
28 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...marization/vertex_colab
1:28 (11%)
1:28 (10%)
view
27 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
360:386 (3%)
360:386 (2%)
view
27 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
251:277 (3%)
252:278 (2%)
view
27 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
503:529 (3%)
581:607 (3%)
view
26 x 2 ai-infrastructure/terraform-modules/gke-aiml
ai-infrastructure/terraform-modules/gke-aiml
30:55 (46%)
37:62 (41%)
view
25 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
468:492 (5%)
625:649 (3%)
view
25 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
784:808 (3%)
625:649 (3%)
view
25 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
784:808 (3%)
468:492 (5%)
view
24 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
469:492 (4%)
163:186 (12%)
view
24 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/gemin..._recipes/pdf_processing
66:89 (6%)
49:72 (8%)
view
24 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
785:808 (2%)
163:186 (12%)
view
24 x 2 genai-on-vertex-ai/verte...luation_services/theory
genai-on-vertex-ai/verte...luation_services/theory
626:649 (3%)
163:186 (12%)
view
23 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
6:28 (2%)
6:28 (2%)
view
23 x 2 ai-infrastructure/terraform-modules/bootstrap
ai-infrastructure/tpu-tr...environment/0-bootstrap
17:43 (42%)
17:43 (45%)
view
22 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
59:80 (2%)
59:80 (1%)
view
22 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
558:579 (1%)
627:648 (1%)
view
22 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/gemin..._recipes/pdf_processing
6:27 (5%)
6:27 (7%)
view
21 x 2 genai-on-vertex-ai/gemin...cument_qna/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
154:174 (8%)
150:170 (8%)
view
21 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemin...ting_recipes/multimodal
8:28 (2%)
8:28 (2%)
view
21 x 2 genai-on-vertex-ai/gemin...iturn_chat/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
153:173 (7%)
150:170 (8%)
view
21 x 2 genai-on-vertex-ai/gemin...marization/vertex_colab
genai-on-vertex-ai/gemin...sification/vertex_colab
154:174 (8%)
150:170 (8%)
view
21 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemin...ting_recipes/multimodal
8:28 (1%)
8:28 (1%)
view
21 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemin...ting_recipes/multimodal
8:28 (2%)
8:28 (1%)
view
21 x 2 genai-on-vertex-ai/gemin...ting_recipes/multimodal
genai-on-vertex-ai/gemin...ting_recipes/multimodal
279:299 (2%)
280:300 (1%)
view
21 x 2 genai-on-vertex-ai/gemini/evals_playbook/notebooks
genai-on-vertex-ai/gemin...ting_recipes/multimodal
8:28 (1%)
8:28 (2%)
view
20 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/verte...luation_services/theory
6:25 (5%)
7:26 (2%)
view
20 x 2 genai-on-vertex-ai/gemin..._recipes/pdf_processing
genai-on-vertex-ai/verte...luation_services/theory
6:25 (6%)
7:26 (2%)
view