azure / agent-innovator-lab

Intro

File size measurements show the distribution of size of files.
Files are classified in four categories based on their size (lines of code): 1-100 (very small files), 101-200 (small files), 201-500 (medium size files), 501-1000 (long files), 1001+(very long files).
It is a good practice to keep files small. Long files may become "bloaters", code that have increased to such gargantuan proportions that they are hard to work with.

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File Size Overall

There are 91 files with 19,779 lines of code.

2 very long files (2,416 lines of code)
15 long files (10,979 lines of code)
10 medium size files (4,252 lines of codeclsfd_ftr_w_mp_ins)
8 small files (1,170 lines of code)
56 very small files (962 lines of code)

Legend:

1001+

501-1000

201-500

101-200

1-100

explore: grouped by folders | grouped by size | sunburst | 3D view

File Size per Extension

1001+

501-1000

201-500

101-200

1-100

File Size per Logical Decomposition

primary

1001+

501-1000

201-500

101-200

1-100

Longest Files (Top 50)

File	# lines	# units
03.1_adaptive-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	1377	-
1_basic-rag.ipynb in 0_basic-rag	1039	-
01_chat-memory-LangGraph.ipynb in 3_optimization-design-ptn/04_memory-management	911	-
01.1_self-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	883	-
03.2_adaptive-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	868	-
03.1_adaptive-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	860	-
02.1_corrective-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	816	-
01.6_batch-eval-with-custom_eval.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	806	-
01.2_self-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	785	-
01.1_self-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	762	-
02.2_corrective-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	667	-
02.1_corrective-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	650	-
02_summarization.ipynb in 3_optimization-design-ptn/03_prompt-optimization	650	-
01.2_batch-eval-with-your-data.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	640	-
01.1_plan-and-execute.ipynb in 1_agentic-design-ptn/02_plan-and-execute/LangGraph	583	-
core_logic.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine	574	17
02.1_safety-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	524	-
01.1_quality-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	490	-
02.1_multi-agent-collabration.ipynb in 1_agentic-design-ptn/03_multi-agent/LangGraph	467	-
01_prompt_optimization.ipynb in 3_optimization-design-ptn/03_prompt-optimization	467	-
01.1_multi-agent-supervisor.ipynb in 1_agentic-design-ptn/03_multi-agent/LangGraph	463	-
01.5_custom-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	450	-
01.1_multi-agent-collabration.ipynb in 1_agentic-design-ptn/03_multi-agent/SK	428	-
03.1_adversarial-simulator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	403	-
01_caching-azure-redis.ipynb in 3_optimization-design-ptn/02_caching	397	-
1_building-graph-practice.ipynb in 0_basic-agent/LangGraph	348	-
01_chat-memory-AutoGen.ipynb in 3_optimization-design-ptn/04_memory-management	339	-
1_basic-concept-with-autogen-studio.ipynb in 0_basic-agent/AutoGen	199	-
instantiate.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt	168	4
prompt_pool.yaml in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine	163	-
llm_mgr.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm	158	5
bing-grounding-test.ipynb in 0_basic-agent/AzureAIAgent	137	-
faiss.py in 3_optimization-design-ptn/04_memory-management/src	123	4
base_classes.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common	116	6
02_semantic_caching.py in 3_optimization-design-ptn/02_caching	106	1
__init__.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	76	9
file.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	71	7
_custom_retrieval.py in 2_eval-design-ptn/02_azure-evaluation-sdk/CustomRetrievalEvaluator	65	4
common_logic.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques	56	6
base_classes.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine	44	-
runtime_tasks.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	38	2
file_utils.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	37	5
nodes.py in 0_basic-agent/LangGraph/my_agent/utils	33	3
str_literals.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/constants	31	-
logging.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	30	2
utils.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	29	1
download.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	27	1
rag-baseline.yaml in prompts	24	-
rag-baseline.yaml in 1_agentic-design-ptn/01_reflection/LangGraph/prompts	24	-
summarization_promptopt_config.yaml in 3_optimization-design-ptn/03_prompt-optimization/configs	24	-

Files With Most Units (Top 23)

File	# lines	# units
core_logic.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine	574	17
__init__.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	76	9
file.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	71	7
base_classes.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common	116	6
common_logic.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques	56	6
file_utils.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	37	5
llm_mgr.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm	158	5
_exact_match_cloud.py in 2_eval-design-ptn/02_azure-evaluation-sdk/ExactMatchEvaluator	20	4
_custom_retrieval.py in 2_eval-design-ptn/02_azure-evaluation-sdk/CustomRetrievalEvaluator	65	4
faiss.py in 3_optimization-design-ptn/04_memory-management/src	123	4
instantiate.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt	168	4
nodes.py in 0_basic-agent/LangGraph/my_agent/utils	33	3
_exact_match.py in 2_eval-design-ptn/02_azure-evaluation-sdk/ExactMatchEvaluator	22	3
exceptions.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common	18	3
llm_helper.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm	11	2
runtime_tasks.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	38	2
logging.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	30	2
constants.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt	22	2
02_semantic_caching.py in 3_optimization-design-ptn/02_caching	106	1
utils.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/paramlogger	29	1
custom_llm.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/llm	4	1
download.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	27	1
utils.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt	23	1

Files With Long Lines (Top 44)

There are 44 files with lines longer than 120 characters. In total, there are 568 long lines.

File	# lines	# units	# long lines
prompt_pool.yaml in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/promptopt/techniques/critique_n_refine	163	-	38
1_basic-rag.ipynb in 0_basic-rag	1039	-	36
01.6_batch-eval-with-custom_eval.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	806	-	32
02.1_corrective-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	816	-	30
03.1_adaptive-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	1377	-	28
01.5_custom-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	450	-	22
01.1_quality-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	490	-	22
01.2_batch-eval-with-your-data.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	640	-	21
01.1_self-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	762	-	21
jsonl sythetic_evaluation_data.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	20	-	20
jsonl case1_all_data.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	20	-	20
03.1_adaptive-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	860	-	20
01.2_self-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	785	-	20
03.2_adaptive-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	868	-	19
02.1_safety-evaluator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	524	-	18
01.1_multi-agent-collabration.ipynb in 1_agentic-design-ptn/03_multi-agent/SK	428	-	18
03.1_adversarial-simulator.ipynb in 2_eval-design-ptn/02_azure-evaluation-sdk	403	-	16
01.1_self-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/AutoGen	883	-	16
01_chat-memory-LangGraph.ipynb in 3_optimization-design-ptn/04_memory-management	911	-	15
01.1_plan-and-execute.ipynb in 1_agentic-design-ptn/02_plan-and-execute/LangGraph	583	-	14
02.2_corrective-rag-eval-sdk.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	667	-	11
02_summarization.ipynb in 3_optimization-design-ptn/03_prompt-optimization	650	-	11
jsonl unfiltered_indirect_attack_outputs.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	10	-	10
jsonl unfiltered_indirect_attack_outputs.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk	10	-	10
02.1_multi-agent-collabration.ipynb in 1_agentic-design-ptn/03_multi-agent/LangGraph	467	-	10
02.1_corrective-rag.ipynb in 1_agentic-design-ptn/01_reflection/LangGraph	650	-	8
01_caching-azure-redis.ipynb in 3_optimization-design-ptn/02_caching	397	-	8
01_prompt_optimization.ipynb in 3_optimization-design-ptn/03_prompt-optimization	467	-	8
1_building-graph-practice.ipynb in 0_basic-agent/LangGraph	348	-	6
rag-baseline.yaml in prompts	24	-	4
1_basic-concept-with-autogen-studio.ipynb in 0_basic-agent/AutoGen	199	-	4
rag-baseline.yaml in 1_agentic-design-ptn/01_reflection/LangGraph/prompts	24	-	4
01.1_multi-agent-supervisor.ipynb in 1_agentic-design-ptn/03_multi-agent/LangGraph	463	-	4
jsonl case2_temp_data.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	4	-	3
jsonl eval_sim_test2.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	3	-	3
jsonl eval.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	3	-	3
jsonl eval_all_data.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	3	-	3
jsonl eval_query_data.jsonl in 2_eval-design-ptn/02_azure-evaluation-sdk/data	4	-	3
_custom_retrieval.py in 2_eval-design-ptn/02_azure-evaluation-sdk/CustomRetrievalEvaluator	65	4	2
01_chat-memory-AutoGen.ipynb in 3_optimization-design-ptn/04_memory-management	339	-	2
runtime_tasks.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	38	2	2
bing-grounding-test.ipynb in 0_basic-agent/AzureAIAgent	137	-	1
managed_identity_sample.yaml in 2_eval-design-ptn/02_azure-evaluation-sdk	5	-	1
logging.py in 3_optimization-design-ptn/03_prompt-optimization/promptwizard/glue/common/utils	30	2	1

Correlations

File Size vs. Commits (all time): 91 points

		1377.0	lines of code min: 1.0 average: 217.35 25th percentile: 6.0 median: 29.0 75th percentile: 428.0 max: 1377.0
0	11.0
commits (all time) min: 1.0 \| average: 1.65 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 2.0 \| max: 11.0

File Size vs. Contributors (all time): 91 points

		1377.0	lines of code min: 1.0 average: 217.35 25th percentile: 6.0 median: 29.0 75th percentile: 428.0 max: 1377.0
0	2.0
contributors (all time) min: 1.0 \| average: 1.12 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 1.0 \| max: 2.0

File Size vs. Commits (30 days): 51 points

		1377.0	lines of code min: 1.0 average: 186.0 25th percentile: 6.0 median: 30.0 75th percentile: 163.0 max: 1377.0
0	3.0
commits (30d) min: 1.0 \| average: 1.1 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 1.0 \| max: 3.0

File Size vs. Contributors (30 days): 51 points

		1377.0	lines of code min: 1.0 average: 186.0 25th percentile: 6.0 median: 30.0 75th percentile: 163.0 max: 1377.0
0	2.0
contributors (30d) min: 1.0 \| average: 1.06 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 1.0 \| max: 2.0

File Size vs. Commits (90 days): 89 points

		1377.0	lines of code min: 1.0 average: 221.75 25th percentile: 5.5 median: 30.0 75th percentile: 439.0 max: 1377.0
0	11.0
commits (90d) min: 1.0 \| average: 1.53 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 1.0 \| max: 11.0

File Size vs. Contributors (90 days): 89 points

		1377.0	lines of code min: 1.0 average: 221.75 25th percentile: 5.5 median: 30.0 75th percentile: 439.0 max: 1377.0
0	2.0
contributors (90d) min: 1.0 \| average: 1.08 \| 25th percentile: 1.0 \| median: 1.0 \| 75th percentile: 1.0 \| max: 2.0