apache / incubator-hugegraph-ai
File Change Frequency

File change frequency (churn) shows the distribution of file updates (days with at least one commit).

Overview
File Change Frequency Overall
  • There are 183 files with 12,319 lines of code.
    • 0 files changed more than 100 times (0 lines of code)
    • 0 files changed 51-100 times (0 lines of code)
    • 2 files changed 21-50 times (444 lines of code)
    • 41 files changed 6-20 times (3,502 lines of code)
    • 140 files changed 1-5 times (8,373 lines of code)
0% | 0% | 3% | 28% | 67%
Legend:
101+
51-100
21-50
6-20
1-5

explore: grouped by folders | grouped by update frequency | data
Contributors Count Frequency Overall
  • There are 183 files with 12,319 lines of code.
    • 0 files changed by more than 25 contributors (0 lines of code)
    • 1 file changed by 11-25 contributors (304 lines of code)
    • 15 files changed by 6-10 contributors (1,587 lines of code)
    • 77 files changed by 2-5 contributors (5,531 lines of code)
    • 90 files changed by 1 contributor (4,897 lines of code)
0% | 2% | 12% | 44% | 39%
Legend:
26+
11-25
6-10
2-5
1

explore: grouped by folders | grouped by contributors count | data
File Change Frequency per File Extension
py, yaml, txt, md, sh, gitignore, toml, in, gitattributes, tpl
File Change Frequency per Extension
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
py0% | 0% | 3% | 29% | 66%
yaml0% | 0% | 0% | 0% | 100%
toml0% | 0% | 0% | 0% | 100%
tpl0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
File Change Frequency per Logical Decomposition
primary
primary (file change frequency)
The number of recorded file updates
101+
51-100
21-50
6-20
1-5
hugegraph-llm0% | 0% | 10% | 52% | 36%
hugegraph-python-client0% | 0% | 0% | 53% | 46%
hugegraph-ml0% | 0% | 0% | 0% | 100%
docker0% | 0% | 0% | 0% | 100%
Most Frequently Changed Files (Top 50)

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
graph_rag_query.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 304 16 2023-10-26 2025-05-07 24 12 72903472+ling-yuchen@users.... 102796027+mrjs133@users.nor...
rag_api.py
in hugegraph-llm/src/hugegraph_llm/api
 140 8 2024-08-07 2025-03-03 21 10 jin@apache.org 563853580@qq.com
answer_synthesize.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 203 4 2023-10-26 2025-03-06 20 10 72903472+ling-yuchen@users.... 1073931273@qq.com
graph_rag_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 146 12 2024-01-24 2025-05-07 19 9 ming@apache.org 102796027+mrjs133@users.nor...
keyword_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 68 3 2023-10-26 2024-12-09 15 9 72903472+ling-yuchen@users.... 102796027+mrjs133@users.nor...
rag_requests.py
in hugegraph-llm/src/hugegraph_llm/api/models
 75 - 2024-08-18 2025-03-03 13 8 58508660+chenzihong-gavin@u... 563853580@qq.com
semantic_id_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 77 4 2024-07-23 2025-03-03 13 7 93417472+vichayturen@users.... 563853580@qq.com
graph_index_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 101 7 2024-09-17 2025-01-09 12 8 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
property_graph_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 109 7 2024-07-23 2025-04-22 11 6 93417472+vichayturen@users.... thespica@qq.com
openai.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 168 6 2024-07-23 2025-05-07 11 6 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
commit_to_hugegraph.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 212 13 2024-01-24 2024-12-16 11 6 ming@apache.org 58508660+chenzihong-gavin@u...
prompt_config.py
in hugegraph-llm/src/hugegraph_llm/config
 16 - 2024-12-16 2025-05-07 10 5 58508660+chenzihong-gavin@u... 102796027+mrjs133@users.nor...
disambiguate_data.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 20 3 2023-10-20 2024-09-25 10 6 ming@apache.org 1697661410@qq.com
client.py
in hugegraph-python-client/src/pyhugegraph
 66 13 2023-10-20 2024-12-24 10 7 ming@apache.org 102796027+mrjs133@users.nor...
util.py
in hugegraph-python-client/src/pyhugegraph/utils
 77 6 2023-10-20 2024-12-09 10 5 ming@apache.org 1073931273@qq.com
kg_construction_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 76 12 2024-01-24 2024-10-10 9 3 ming@apache.org 93417472+vichayturen@users....
merge_dedup_rerank.py
in hugegraph-llm/src/hugegraph_llm/operators/common_op
 112 7 2024-07-23 2025-03-18 9 6 93417472+vichayturen@users.... 1454yhj@gmail.com
property_key.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 139 23 2023-10-20 2024-10-10 9 3 ming@apache.org jin@apache.org
hugegraph_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 144 9 2024-07-23 2025-04-07 9 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
gremlin.py
in hugegraph-python-client/src/pyhugegraph/api
 29 1 2023-10-20 2024-08-15 8 5 ming@apache.org jin@apache.org
schema_manager.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 38 3 2024-02-25 2024-12-16 8 5 ming@apache.org 58508660+chenzihong-gavin@u...
build_semantic_index.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 42 4 2024-07-23 2025-01-15 8 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
vector_index.py
in hugegraph-llm/src/hugegraph_llm/indices
 77 7 2024-07-23 2025-04-02 8 6 93417472+vichayturen@users.... 126225558+kryst4ldem0ni4s@u...
huge_requests.py
in hugegraph-python-client/src/pyhugegraph/utils
 78 6 2023-10-20 2024-12-24 8 5 ming@apache.org 102796027+mrjs133@users.nor...
edge_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 121 15 2023-10-20 2025-01-02 8 4 ming@apache.org 102796027+mrjs133@users.nor...
graph.py
in hugegraph-python-client/src/pyhugegraph/api
 186 17 2023-10-20 2024-08-15 8 3 ming@apache.org jin@apache.org
__init__.py
in hugegraph-llm/src/hugegraph_llm/config
 13 - 2024-03-15 2024-12-16 7 6 ming@apache.org 58508660+chenzihong-gavin@u...
graphs.py
in hugegraph-python-client/src/pyhugegraph/api
 32 5 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
index_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 73 11 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
qianfan.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 89 6 2024-07-23 2025-05-07 7 5 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
info_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 97 9 2024-01-24 2024-09-01 7 4 ming@apache.org 58508660+chenzihong-gavin@u...
schema.py
in hugegraph-python-client/src/pyhugegraph/api
 97 14 2023-10-20 2024-10-14 7 3 ming@apache.org jin@apache.org
vertex_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 117 14 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
generate.py
in hugegraph-llm/src/hugegraph_llm/config
 11 - 2024-07-23 2024-12-16 6 5 93417472+vichayturen@users.... 58508660+chenzihong-gavin@u...
variable.py
in hugegraph-python-client/src/pyhugegraph/api
 16 4 2023-10-26 2024-08-15 6 4 42756849+liuxiaocs7@users.n... jin@apache.org
huge_decorator.py
in hugegraph-python-client/src/pyhugegraph/utils
 21 3 2023-10-20 2024-08-15 6 3 ming@apache.org jin@apache.org
huge_config.py
in hugegraph-python-client/src/pyhugegraph/utils
 47 1 2024-08-09 2025-04-02 6 4 563853580@qq.com 126225558+kryst4ldem0ni4s@u...
word_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/document_op
 51 3 2024-08-22 2024-11-21 6 5 93417472+vichayturen@users.... 1454yhj@gmail.com
vector_index_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 55 4 2024-07-23 2025-01-02 6 5 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
check_schema.py
in hugegraph-llm/src/hugegraph_llm/operators/common_op
 83 12 2024-02-25 2024-10-10 6 3 ming@apache.org 93417472+vichayturen@users....
gremlin_generate.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 94 6 2024-07-23 2025-03-07 6 4 93417472+vichayturen@users.... 1454yhj@gmail.com
ollama.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 111 6 2024-07-23 2025-03-06 6 5 93417472+vichayturen@users.... 1073931273@qq.com
log.py
in hugegraph-python-client/src/pyhugegraph/utils
 115 8 2024-08-09 2025-02-24 6 3 563853580@qq.com 118632488+aryankb@users.nor...
admin_api.py
in hugegraph-llm/src/hugegraph_llm/api
 15 1 2024-11-16 2025-05-07 5 3 63183546+diya-he@users.nore... 102796027+mrjs133@users.nor...
fetch_graph_data.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 16 2 2024-07-23 2025-01-02 5 3 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
vector_index_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 19 2 2024-07-23 2024-12-16 5 4 93417472+vichayturen@users.... 58508660+chenzihong-gavin@u...
init_embedding.py
in hugegraph-llm/src/hugegraph_llm/models/embeddings
 34 2 2024-07-23 2025-02-27 5 4 93417472+vichayturen@users.... zhaocong@apache.org
nltk_helper.py
in hugegraph-llm/src/hugegraph_llm/operators/common_op
 41 2 2024-01-24 2024-11-27 5 3 ming@apache.org 1454yhj@gmail.com
gremlin_example_index_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 46 5 2024-07-23 2025-01-16 5 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
gremlin_generate_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 54 9 2024-07-23 2024-12-19 5 4 93417472+vichayturen@users.... 1454yhj@gmail.com
Files With Most Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
graph_rag_query.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 304 16 2023-10-26 2025-05-07 24 12 72903472+ling-yuchen@users.... 102796027+mrjs133@users.nor...
rag_api.py
in hugegraph-llm/src/hugegraph_llm/api
 140 8 2024-08-07 2025-03-03 21 10 jin@apache.org 563853580@qq.com
answer_synthesize.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 203 4 2023-10-26 2025-03-06 20 10 72903472+ling-yuchen@users.... 1073931273@qq.com
graph_rag_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 146 12 2024-01-24 2025-05-07 19 9 ming@apache.org 102796027+mrjs133@users.nor...
keyword_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 68 3 2023-10-26 2024-12-09 15 9 72903472+ling-yuchen@users.... 102796027+mrjs133@users.nor...
rag_requests.py
in hugegraph-llm/src/hugegraph_llm/api/models
 75 - 2024-08-18 2025-03-03 13 8 58508660+chenzihong-gavin@u... 563853580@qq.com
graph_index_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 101 7 2024-09-17 2025-01-09 12 8 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
semantic_id_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 77 4 2024-07-23 2025-03-03 13 7 93417472+vichayturen@users.... 563853580@qq.com
client.py
in hugegraph-python-client/src/pyhugegraph
 66 13 2023-10-20 2024-12-24 10 7 ming@apache.org 102796027+mrjs133@users.nor...
openai.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 168 6 2024-07-23 2025-05-07 11 6 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
commit_to_hugegraph.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 212 13 2024-01-24 2024-12-16 11 6 ming@apache.org 58508660+chenzihong-gavin@u...
property_graph_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 109 7 2024-07-23 2025-04-22 11 6 93417472+vichayturen@users.... thespica@qq.com
disambiguate_data.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 20 3 2023-10-20 2024-09-25 10 6 ming@apache.org 1697661410@qq.com
merge_dedup_rerank.py
in hugegraph-llm/src/hugegraph_llm/operators/common_op
 112 7 2024-07-23 2025-03-18 9 6 93417472+vichayturen@users.... 1454yhj@gmail.com
vector_index.py
in hugegraph-llm/src/hugegraph_llm/indices
 77 7 2024-07-23 2025-04-02 8 6 93417472+vichayturen@users.... 126225558+kryst4ldem0ni4s@u...
__init__.py
in hugegraph-llm/src/hugegraph_llm/config
 13 - 2024-03-15 2024-12-16 7 6 ming@apache.org 58508660+chenzihong-gavin@u...
util.py
in hugegraph-python-client/src/pyhugegraph/utils
 77 6 2023-10-20 2024-12-09 10 5 ming@apache.org 1073931273@qq.com
prompt_config.py
in hugegraph-llm/src/hugegraph_llm/config
 16 - 2024-12-16 2025-05-07 10 5 58508660+chenzihong-gavin@u... 102796027+mrjs133@users.nor...
gremlin.py
in hugegraph-python-client/src/pyhugegraph/api
 29 1 2023-10-20 2024-08-15 8 5 ming@apache.org jin@apache.org
huge_requests.py
in hugegraph-python-client/src/pyhugegraph/utils
 78 6 2023-10-20 2024-12-24 8 5 ming@apache.org 102796027+mrjs133@users.nor...
schema_manager.py
in hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op
 38 3 2024-02-25 2024-12-16 8 5 ming@apache.org 58508660+chenzihong-gavin@u...
qianfan.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 89 6 2024-07-23 2025-05-07 7 5 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
vector_index_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 55 4 2024-07-23 2025-01-02 6 5 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
ollama.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 111 6 2024-07-23 2025-03-06 6 5 93417472+vichayturen@users.... 1073931273@qq.com
word_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/document_op
 51 3 2024-08-22 2024-11-21 6 5 93417472+vichayturen@users.... 1454yhj@gmail.com
generate.py
in hugegraph-llm/src/hugegraph_llm/config
 11 - 2024-07-23 2024-12-16 6 5 93417472+vichayturen@users.... 58508660+chenzihong-gavin@u...
init_llm.py
in hugegraph-llm/src/hugegraph_llm/models/llms
 98 4 2024-07-23 2025-02-27 5 5 93417472+vichayturen@users.... zhaocong@apache.org
hugegraph_utils.py
in hugegraph-llm/src/hugegraph_llm/utils
 144 9 2024-07-23 2025-04-07 9 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
edge_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 121 15 2023-10-20 2025-01-02 8 4 ming@apache.org 102796027+mrjs133@users.nor...
build_semantic_index.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 42 4 2024-07-23 2025-01-15 8 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
info_extract.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 97 9 2024-01-24 2024-09-01 7 4 ming@apache.org 58508660+chenzihong-gavin@u...
variable.py
in hugegraph-python-client/src/pyhugegraph/api
 16 4 2023-10-26 2024-08-15 6 4 42756849+liuxiaocs7@users.n... jin@apache.org
huge_config.py
in hugegraph-python-client/src/pyhugegraph/utils
 47 1 2024-08-09 2025-04-02 6 4 563853580@qq.com 126225558+kryst4ldem0ni4s@u...
gremlin_generate.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 94 6 2024-07-23 2025-03-07 6 4 93417472+vichayturen@users.... 1454yhj@gmail.com
traverser.py
in hugegraph-python-client/src/pyhugegraph/api
 218 20 2024-02-25 2025-02-07 5 4 ming@apache.org 102796027+mrjs133@users.nor...
decorators.py
in hugegraph-llm/src/hugegraph_llm/utils
 69 5 2024-08-30 2025-04-02 5 4 58508660+chenzihong-gavin@u... 126225558+kryst4ldem0ni4s@u...
init_embedding.py
in hugegraph-llm/src/hugegraph_llm/models/embeddings
 34 2 2024-07-23 2025-02-27 5 4 93417472+vichayturen@users.... zhaocong@apache.org
gremlin_example_index_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 46 5 2024-07-23 2025-01-16 5 4 93417472+vichayturen@users.... 102796027+mrjs133@users.nor...
vector_index_query.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 19 2 2024-07-23 2024-12-16 5 4 93417472+vichayturen@users.... 58508660+chenzihong-gavin@u...
gremlin_generate_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 54 9 2024-07-23 2024-12-19 5 4 93417472+vichayturen@users.... 1454yhj@gmail.com
hugegraph_example.py
in hugegraph-python-client/src/pyhugegraph/example
 41 - 2024-03-15 2024-08-22 4 4 ming@apache.org 93417472+vichayturen@users....
init_reranker.py
in hugegraph-llm/src/hugegraph_llm/models/rerankers
 16 2 2024-09-04 2025-03-18 4 4 85552719+jasinliu@users.nor... 1454yhj@gmail.com
openai.py
in hugegraph-llm/src/hugegraph_llm/models/embeddings
 19 2 2024-07-23 2025-01-08 4 4 93417472+vichayturen@users.... 58508660+chenzihong-gavin@u...
property_key.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 139 23 2023-10-20 2024-10-10 9 3 ming@apache.org jin@apache.org
kg_construction_task.py
in hugegraph-llm/src/hugegraph_llm/operators
 76 12 2024-01-24 2024-10-10 9 3 ming@apache.org 93417472+vichayturen@users....
graph.py
in hugegraph-python-client/src/pyhugegraph/api
 186 17 2023-10-20 2024-08-15 8 3 ming@apache.org jin@apache.org
vertex_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 117 14 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
index_label.py
in hugegraph-python-client/src/pyhugegraph/api/schema_manage
 73 11 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
graphs.py
in hugegraph-python-client/src/pyhugegraph/api
 32 5 2023-10-20 2024-08-15 7 3 ming@apache.org jin@apache.org
schema.py
in hugegraph-python-client/src/pyhugegraph/api
 97 14 2023-10-20 2024-10-14 7 3 ming@apache.org jin@apache.org
Files With Least Contributors (Top 50)
Based on the number of unique email addresses found in commits.

See data for all files...

File# lines# unitscreatedlast modified# changes
(days)		# contributorsfirst
contributor		latest
contributor
bgnn.py
in hugegraph-ml/src/hugegraph_ml/models
 535 23 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
seal.py
in hugegraph-ml/src/hugegraph_ml/models
 529 32 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
pgnn.py
in hugegraph-ml/src/hugegraph_ml/models
 328 24 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
diffpool.py
in hugegraph-ml/src/hugegraph_ml/models
 292 17 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
gatne.py
in hugegraph-ml/src/hugegraph_ml/models
 206 11 2024-11-12 2024-12-22 5 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
care_gnn.py
in hugegraph-ml/src/hugegraph_ml/models
 163 7 2024-11-12 2024-12-06 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
bgrl.py
in hugegraph-ml/src/hugegraph_ml/models
 149 15 2024-11-12 2024-12-22 5 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
deepergcn.py
in hugegraph-ml/src/hugegraph_ml/models
 141 9 2024-11-12 2024-12-06 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
correct_and_smooth.py
in hugegraph-ml/src/hugegraph_ml/models
 140 15 2024-11-12 2024-12-06 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
link_prediction_seal.py
in hugegraph-ml/src/hugegraph_ml/tasks
 126 5 2024-11-12 2024-12-09 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
node_classify_with_sample.py
in hugegraph-ml/src/hugegraph_ml/tasks
 119 5 2024-11-12 2024-12-09 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
arma.py
in hugegraph-ml/src/hugegraph_ml/models
 115 9 2024-11-12 2024-12-22 5 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
unstructured_data_utils.py
in hugegraph-llm/src/hugegraph_llm/operators/llm_op
 112 4 2023-10-20 2024-01-24 3 1 ming@apache.org ming@apache.org
grace.py
in hugegraph-ml/src/hugegraph_ml/models
 100 13 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
grand.py
in hugegraph-ml/src/hugegraph_ml/models
 94 10 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
hetero_sample_embed_gatne.py
in hugegraph-ml/src/hugegraph_ml/tasks
 94 2 2024-11-12 2024-12-06 2 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
graph_classify.py
in hugegraph-ml/src/hugegraph_ml/tasks
 94 4 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
dagnn.py
in hugegraph-ml/src/hugegraph_ml/models
 93 10 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
node_classify_with_edge.py
in hugegraph-ml/src/hugegraph_ml/tasks
 89 5 2024-11-12 2024-11-12 1 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
fraud_detector_caregnn.py
in hugegraph-ml/src/hugegraph_ml/tasks
 89 3 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
deployment.yaml
in docker/charts/hg-llm/templates
 78 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
node_classify.py
in hugegraph-ml/src/hugegraph_ml/tasks
 74 5 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
gin_global_pool.py
in hugegraph-ml/src/hugegraph_ml/models
 69 5 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
link_prediction_pgnn.py
in hugegraph-ml/src/hugegraph_ml/tasks
 67 2 2024-11-12 2024-12-06 2 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
litellm.py
in hugegraph-llm/src/hugegraph_llm/models/embeddings
 64 3 2025-02-27 2025-02-27 1 1 zhaocong@apache.org zhaocong@apache.org
dgi.py
in hugegraph-ml/src/hugegraph_ml/models
 61 8 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
base_config.py
in hugegraph-llm/src/hugegraph_llm/config/models
 58 4 2024-12-16 2024-12-16 1 1 58508660+chenzihong-gavin@u... 58508660+chenzihong-gavin@u...
tpl
_helpers.tpl
in docker/charts/hg-llm/templates
 57 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
edge_label_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 52 14 2023-10-20 2024-02-25 3 1 ming@apache.org ming@apache.org
node_embed.py
in hugegraph-ml/src/hugegraph_ml/tasks
 51 3 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
vertex_label_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 44 11 2023-10-20 2024-02-25 3 1 ming@apache.org ming@apache.org
appnp.py
in hugegraph-ml/src/hugegraph_ml/models
 44 5 2024-11-12 2024-12-22 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
ingress.yaml
in docker/charts/hg-llm/templates
 43 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
jknet.py
in hugegraph-ml/src/hugegraph_ml/models
 42 5 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
early_stopping.py
in hugegraph-ml/src/hugegraph_ml/utils
 38 5 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
edge_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 37 10 2023-10-20 2023-10-23 2 1 ming@apache.org ming@apache.org
chunk_split.py
in hugegraph-llm/src/hugegraph_llm/document
 35 2 2024-07-23 2024-07-23 1 1 93417472+vichayturen@users.... 93417472+vichayturen@users....
index_label_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 32 8 2023-10-20 2023-10-23 2 1 ming@apache.org ming@apache.org
hpa.yaml
in docker/charts/hg-llm/templates
 32 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
property_data_type.py
in hugegraph-llm/src/hugegraph_llm/enums
 26 1 2024-10-10 2024-10-10 1 1 93417472+vichayturen@users.... 93417472+vichayturen@users....
setup.py
in hugegraph-ml
 26 - 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
agnn.py
in hugegraph-ml/src/hugegraph_ml/models
 25 4 2024-11-12 2024-12-09 3 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
cluster_gcn.py
in hugegraph-ml/src/hugegraph_ml/models
 23 4 2024-11-12 2024-12-09 4 1 102796027+mrjs133@users.nor... 102796027+mrjs133@users.nor...
vertex_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 21 6 2023-10-20 2023-10-23 2 1 ming@apache.org ming@apache.org
build_gremlin_example_index.py
in hugegraph-llm/src/hugegraph_llm/operators/index_op
 21 2 2024-07-23 2024-09-17 2 1 93417472+vichayturen@users.... 93417472+vichayturen@users....
pyproject.toml
in hugegraph-ml
 19 - 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
mlp.py
in hugegraph-ml/src/hugegraph_ml/models
 18 4 2024-11-07 2024-11-07 1 1 1697661410@qq.com 1697661410@qq.com
service.yaml
in docker/charts/hg-llm/templates
 18 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
response_data.py
in hugegraph-python-client/src/pyhugegraph/structure
 17 5 2023-10-26 2023-10-26 1 1 72903472+ling-yuchen@users.... 72903472+ling-yuchen@users....
serviceaccount.yaml
in docker/charts/hg-llm/templates
 13 - 2025-03-07 2025-03-07 1 1 563853580@qq.com 563853580@qq.com
Correlations

File Size vs. Number of Changes: 183 points

hugegraph-llm/src/hugegraph_llm/config/llm_config.py x: 72 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/models/llms/litellm.py x: 147 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/models/llms/openai.py x: 168 lines of code y: 11 # changes hugegraph-llm/src/hugegraph_llm/models/llms/qianfan.py x: 89 lines of code y: 7 # changes hugegraph-llm/src/hugegraph_llm/api/admin_api.py x: 15 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/config/prompt_config.py x: 16 lines of code y: 10 # changes hugegraph-llm/src/hugegraph_llm/operators/graph_rag_task.py x: 146 lines of code y: 19 # changes hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/graph_rag_query.py x: 304 lines of code y: 24 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/property_graph_extract.py x: 109 lines of code y: 11 # changes hugegraph-llm/src/hugegraph_llm/utils/hugegraph_utils.py x: 144 lines of code y: 9 # changes hugegraph-llm/src/hugegraph_llm/indices/vector_index.py x: 77 lines of code y: 8 # changes hugegraph-llm/src/hugegraph_llm/utils/decorators.py x: 69 lines of code y: 5 # changes hugegraph-python-client/src/pyhugegraph/utils/huge_config.py x: 47 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/models/rerankers/init_reranker.py x: 16 lines of code y: 4 # changes hugegraph-llm/src/hugegraph_llm/operators/common_op/merge_dedup_rerank.py x: 112 lines of code y: 9 # changes docker/charts/hg-llm/values.yaml x: 41 lines of code y: 2 # changes hugegraph-llm/pyproject.toml x: 79 lines of code y: 3 # changes docker/charts/hg-llm/Chart.yaml x: 6 lines of code y: 1 # changes docker/charts/hg-llm/templates/_helpers.tpl x: 57 lines of code y: 1 # changes docker/charts/hg-llm/templates/deployment.yaml x: 78 lines of code y: 1 # changes docker/charts/hg-llm/templates/hpa.yaml x: 32 lines of code y: 1 # changes docker/charts/hg-llm/templates/ingress.yaml x: 43 lines of code y: 1 # changes docker/charts/hg-llm/templates/service.yaml x: 18 lines of code y: 1 # changes docker/charts/hg-llm/templates/serviceaccount.yaml x: 13 lines of code y: 1 # changes hugegraph-llm/setup.py x: 26 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/gremlin_generate.py x: 94 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/models/llms/base.py x: 40 lines of code y: 4 # changes hugegraph-llm/src/hugegraph_llm/models/llms/ollama.py x: 111 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/answer_synthesize.py x: 203 lines of code y: 20 # changes hugegraph-llm/src/hugegraph_llm/api/models/rag_requests.py x: 75 lines of code y: 13 # changes hugegraph-llm/src/hugegraph_llm/api/rag_api.py x: 140 lines of code y: 21 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/semantic_id_query.py x: 77 lines of code y: 13 # changes hugegraph-llm/src/hugegraph_llm/models/embeddings/init_embedding.py x: 34 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/models/embeddings/litellm.py x: 64 lines of code y: 1 # changes hugegraph-llm/src/hugegraph_llm/models/llms/init_llm.py x: 98 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/utils/log.py x: 31 lines of code y: 3 # changes hugegraph-python-client/setup.py x: 25 lines of code y: 3 # changes hugegraph-python-client/src/pyhugegraph/utils/log.py x: 115 lines of code y: 6 # changes hugegraph-python-client/src/pyhugegraph/api/traverser.py x: 218 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/gremlin_example_index_query.py x: 46 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/build_semantic_index.py x: 42 lines of code y: 8 # changes hugegraph-llm/src/hugegraph_llm/utils/graph_index_utils.py x: 101 lines of code y: 12 # changes hugegraph-llm/src/hugegraph_llm/config/hugegraph_config.py x: 16 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/models/embeddings/openai.py x: 19 lines of code y: 4 # changes hugegraph-python-client/src/pyhugegraph/api/schema_manage/edge_label.py x: 121 lines of code y: 8 # changes hugegraph-llm/src/hugegraph_llm/config/models/base_prompt_config.py x: 57 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/fetch_graph_data.py x: 16 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/utils/vector_index_utils.py x: 55 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/models/rerankers/cohere.py x: 36 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/models/rerankers/siliconflow.py x: 37 lines of code y: 3 # changes hugegraph-python-client/src/pyhugegraph/client.py x: 66 lines of code y: 10 # changes hugegraph-python-client/src/pyhugegraph/utils/huge_requests.py x: 78 lines of code y: 8 # changes hugegraph-ml/src/hugegraph_ml/models/appnp.py x: 44 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/models/arma.py x: 115 lines of code y: 5 # changes hugegraph-ml/src/hugegraph_ml/models/bgrl.py x: 149 lines of code y: 5 # changes hugegraph-ml/src/hugegraph_ml/models/gatne.py x: 206 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/operators/gremlin_generate_task.py x: 54 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/config/__init__.py x: 13 lines of code y: 7 # changes hugegraph-llm/src/hugegraph_llm/config/generate.py x: 11 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/config/models/__init__.py x: 2 lines of code y: 1 # changes hugegraph-llm/src/hugegraph_llm/indices/graph_index.py x: 22 lines of code y: 4 # changes hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/commit_to_hugegraph.py x: 212 lines of code y: 11 # changes hugegraph-llm/src/hugegraph_llm/operators/hugegraph_op/schema_manager.py x: 38 lines of code y: 8 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/build_vector_index.py x: 24 lines of code y: 4 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/vector_index_query.py x: 19 lines of code y: 5 # changes hugegraph-python-client/src/pyhugegraph/utils/util.py x: 77 lines of code y: 10 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/keyword_extract.py x: 68 lines of code y: 15 # changes hugegraph-ml/src/hugegraph_ml/models/bgnn.py x: 535 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/models/dagnn.py x: 93 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/models/pgnn.py x: 328 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/models/seal.py x: 529 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/tasks/fraud_detector_caregnn.py x: 89 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/tasks/link_prediction_seal.py x: 126 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/tasks/node_classify_with_sample.py x: 119 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/utils/dgl2hugegraph_utils.py x: 956 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/data/hugegraph2dgl.py x: 423 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/models/care_gnn.py x: 163 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/models/correct_and_smooth.py x: 140 lines of code y: 3 # changes hugegraph-ml/src/hugegraph_ml/tasks/hetero_sample_embed_gatne.py x: 94 lines of code y: 2 # changes hugegraph-ml/src/hugegraph_ml/tasks/link_prediction_pgnn.py x: 67 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/operators/common_op/nltk_helper.py x: 41 lines of code y: 5 # changes hugegraph-llm/src/hugegraph_llm/operators/document_op/word_extract.py x: 51 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/operators/document_op/chunk_split.py x: 46 lines of code y: 4 # changes hugegraph-ml/src/hugegraph_ml/tasks/node_classify_with_edge.py x: 89 lines of code y: 1 # changes hugegraph-ml/pyproject.toml x: 19 lines of code y: 1 # changes hugegraph-ml/setup.py x: 26 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/__init__.py x: 1 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/data/hugegraph_dataset.py x: 10 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/models/dgi.py x: 61 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/models/diffpool.py x: 292 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/models/gin_global_pool.py x: 69 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/models/grace.py x: 100 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/models/grand.py x: 94 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/tasks/node_classify.py x: 74 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/tasks/node_embed.py x: 51 lines of code y: 1 # changes hugegraph-ml/src/hugegraph_ml/utils/early_stopping.py x: 38 lines of code y: 1 # changes hugegraph-python-client/src/pyhugegraph/api/schema.py x: 97 lines of code y: 7 # changes hugegraph-python-client/src/pyhugegraph/api/schema_manage/property_key.py x: 139 lines of code y: 9 # changes hugegraph-llm/src/hugegraph_llm/enums/id_strategy.py x: 7 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/operators/common_op/check_schema.py x: 83 lines of code y: 6 # changes hugegraph-llm/src/hugegraph_llm/operators/kg_construction_task.py x: 76 lines of code y: 9 # changes hugegraph-llm/src/hugegraph_llm/middleware/middleware.py x: 25 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/disambiguate_data.py x: 20 lines of code y: 10 # changes hugegraph-llm/src/hugegraph_llm/operators/index_op/build_gremlin_example_index.py x: 21 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/api/exceptions/rag_exceptions.py x: 14 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/api/models/rag_response.py x: 4 lines of code y: 1 # changes hugegraph-llm/src/hugegraph_llm/api/__init__.py x: 1 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/api/auth.py x: 168 lines of code y: 4 # changes hugegraph-python-client/src/pyhugegraph/api/common.py x: 57 lines of code y: 5 # changes hugegraph-python-client/src/pyhugegraph/api/graph.py x: 186 lines of code y: 8 # changes hugegraph-python-client/src/pyhugegraph/api/graphs.py x: 32 lines of code y: 7 # changes hugegraph-python-client/src/pyhugegraph/api/gremlin.py x: 29 lines of code y: 8 # changes hugegraph-python-client/src/pyhugegraph/api/metric.py x: 30 lines of code y: 4 # changes hugegraph-python-client/src/pyhugegraph/api/rank.py x: 13 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/api/rebuild.py x: 12 lines of code y: 3 # changes hugegraph-python-client/src/pyhugegraph/api/schema_manage/index_label.py x: 73 lines of code y: 7 # changes hugegraph-python-client/src/pyhugegraph/api/schema_manage/vertex_label.py x: 117 lines of code y: 7 # changes hugegraph-python-client/src/pyhugegraph/api/variable.py x: 16 lines of code y: 6 # changes hugegraph-python-client/src/pyhugegraph/api/version.py x: 6 lines of code y: 4 # changes hugegraph-python-client/src/pyhugegraph/structure/property_key_data.py x: 25 lines of code y: 4 # changes hugegraph-python-client/src/pyhugegraph/structure/rank_data.py x: 33 lines of code y: 3 # changes hugegraph-python-client/src/pyhugegraph/structure/services_data.py x: 18 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/utils/huge_decorator.py x: 21 lines of code y: 6 # changes hugegraph-python-client/src/pyhugegraph/utils/huge_router.py x: 94 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/models/embeddings/base.py x: 52 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/models/embeddings/ollama.py x: 26 lines of code y: 2 # changes hugegraph-llm/src/hugegraph_llm/document/chunk_split.py x: 35 lines of code y: 1 # changes hugegraph-python-client/src/pyhugegraph/structure/edge_label_data.py x: 52 lines of code y: 3 # changes hugegraph-llm/src/hugegraph_llm/operators/common_op/print_result.py x: 8 lines of code y: 1 # changes hugegraph-llm/src/hugegraph_llm/operators/llm_op/unstructured_data_utils.py x: 112 lines of code y: 3 # changes hugegraph-python-client/src/pyhugegraph/structure/gremlin_data.py x: 42 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/structure/response_data.py x: 17 lines of code y: 1 # changes hugegraph-python-client/src/pyhugegraph/structure/edge_data.py x: 37 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/structure/index_label_data.py x: 32 lines of code y: 2 # changes hugegraph-python-client/src/pyhugegraph/utils/exceptions.py x: 8 lines of code y: 2 # changes
24.0
# changes
  min: 1.0
  average: 4.01
  25th percentile: 1.0
  median: 3.0
  75th percentile: 5.0
  max: 24.0
0 956.0
lines of code
min: 1.0 | average: 67.32 | 25th percentile: 13.0 | median: 37.0 | 75th percentile: 89.0 | max: 956.0

Number of Contributors vs. Number of Changes: 183 points

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  median: 3.0
  75th percentile: 5.0
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Number of Contributors vs. File Size: 183 points

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