SWE-gen 进度看板

收集 PR 总数

424,653

1h +720 / 24h +921

有效 SWE 总数

28,801

1h +24 / 24h +216

整体处理成功率

47.5%

Valid SWE / 已处理目录 60,677

difficulty_score 均值

5.77

median 5.7，count 28,754

语言进度

语言	收集 PR	过去 1h	过去 24h	有效 SWE	过去 1h	过去 24h	已处理目录	处理成功率
Cc	28,202	0	0	7,734	0	0	10,431	74.1%
C++cpp	43,066	0	0	1,907	+6	+54	4,249	44.9%
Gogo	88,022	+414	+505	4,449	+2	+42	10,962	40.6%
Javajava	59,923	+34	+40	2,631	+11	+27	6,432	40.9%
JavaScriptjs	30,941	+155	+155	3,667	+1	+1	7,877	46.6%
Pythonpy	68,083	0	+51	2,518	0	0	7,949	31.7%
Rustrust	50,455	+19	+69	2,504	0	+35	5,426	46.1%
TypeScriptts	55,961	+98	+101	3,391	+4	+57	7,351	46.1%

运行参数

语言	评估模型 (OPENAI)	填充模型 (ANTHROPIC)	并发数	min_source_files	max_source_files
C	`gpt-5.4`	`claude-sonnet-4-6`	16	2	15
C++	`gpt-5.4`	`claude-sonnet-4-6`	16	2	15
Go	`gpt-5.4`	`claude-sonnet-4-6`	16	2	10
Java	`claude-haiku-4-5-20251001`	`claude-sonnet-4-6`	16	2	10
JavaScript	`glmmoedsa`	`glmmoedsa`	16	2	10
Python	`MiniMax-M2.7`	`MiniMax-M2.7`	16	3	15
Rust	`gpt-5.4`	`claude-opus-4-6`	16	2	10
TypeScript	`gpt-5.4`	`claude-sonnet-4-6`	16	2	10

失败原因统计

语言	已处理	成功	失败	trivial_pr	validation	infra_error	timeout	workflow_error	其他
C	39,798	8,220	31,578	13,809	2,264	12,730	680	1,855	240
C++	23,491	2,095	21,396	5,055	580	14,883	224	381	273
Go	30,157	6,529	23,628	10,533	2,196	6,583	1,588	1,178	1,550
Java	14,757	2,985	11,772	4,727	1,591	3,215	257	368	1,614
JavaScript	16,972	5,114	11,858	7,386	1,794	529	359	637	1,153
Python	22,915	2,630	20,285	8,859	2,534	8,204	238	317	133
Rust	17,537	2,944	14,593	4,405	1,155	5,542	637	1,620	1,234
TypeScript	36,977	3,393	33,584	6,657	886	22,856	181	2,899	105

fix.patch 复杂度

语言	Valid SWE Count	Avg fix.patch lines	Avg fix.patch hunks	Avg fix.patch files
C	7,734	281.22	15.40	4.93
C++	1,907	330.93	11.46	4.53
Go	4,449	271.21	14.93	4.97
Java	2,631	171.05	10.94	4.47
JavaScript	3,667	73.30	6.21	2.76
Python	2,518	135.78	9.99	3.44
Rust	2,504	257.08	12.86	4.06
TypeScript	3,391	159.62	9.09	4.09

统计方法说明

难度打分 difficulty_score

读取每个有效任务目录的 solution/fix.patch、tests/ 和 instruction.md，由 src/swegen/scoring.py 使用零 API 静态评分。

当前公式采用 log-scale 连续评分，避免中等规模 patch 过早变成 hard。权重为：patch_scope 38%、logic_complexity 32%、context_breadth 15%、test_complexity 10%、instruction_complexity 5%。

label 阈值：easy <= 4.0，medium <= 7.0，hard > 7.0。

Tags 生成与展示

tags 不是看板现场计算的，而是在 swegen 构建任务时由 LLM 根据 PR 信息生成，并写入 task.toml 的 [metadata].tags。

prompt 要求 tags 按三段式生成：编程语言、项目层级/领域、框架/库名或具体主题。看板只读取已有 task.toml 并统计每个语言的 tag 出现次数和占比。

fix.patch 统计

patch 统计来自每个有效任务的 solution/fix.patch，并按语言扩展名过滤代码文件，口径与 upload_march_swe_to_hf.py 的 code-only 统计保持一致。

Avg fix.patch lines 统计代码文件 diff 中新增/删除行数；Avg fix.patch hunks 统计 @@ hunk 数；Avg fix.patch files 统计涉及的代码文件数。

difficulty_label 分布

语言	easy / medium / hard	easy	medium	hard
C	735 / 5189 / 1802	735	5,189	1,802
C++	321 / 1190 / 392	321	1,190	392
Go	370 / 3278 / 795	370	3,278	795
Java	349 / 1673 / 606	349	1,673	606
JavaScript	593 / 2725 / 348	593	2,725	348
Python	211 / 1724 / 560	211	1,724	560
Rust	260 / 1465 / 777	260	1,465	777
TypeScript	346 / 2570 / 475	346	2,570	475

difficulty_score 概览

语言	count	min	p25	median	mean	p75	max
C	7,726	2.4	4.9	5.9	5.91	7.0	9.2
C++	1,903	2.5	4.4	5.6	5.63	6.8	9.0
Go	4,443	2.6	4.9	5.8	5.81	6.7	9.1
Java	2,628	2.8	4.7	5.9	5.81	6.9	9.2
JavaScript	3,666	2.6	4.4	5.2	5.28	6.1	9.2
Python	2,495	2.6	4.9	5.8	5.90	6.9	8.9
Rust	2,502	2.7	4.9	6.2	6.11	7.4	9.0
TypeScript	3,391	2.7	4.6	5.5	5.58	6.5	8.9

全局 Top Tags

library13,005 (45.2%)

backend8,866 (30.8%)

cli4,019 (14.0%)

frontend1,704 (5.9%)

testing1,239 (4.3%)

react917 (3.2%)

http906 (3.1%)

framework778 (2.7%)

embedded567 (2.0%)

cpp396 (1.4%)

networking360 (1.3%)

async328 (1.1%)

kubernetes260 (0.9%)

graphql231 (0.8%)

postgresql226 (0.8%)

eslint217 (0.8%)

parsing207 (0.7%)

aws182 (0.6%)

angular174 (0.6%)

kernel173 (0.6%)

compiler172 (0.6%)

firmware170 (0.6%)

quic166 (0.6%)

git165 (0.6%)

json162 (0.6%)

redis154 (0.5%)

aem147 (0.5%)

security142 (0.5%)

rust141 (0.5%)

tls138 (0.5%)

每语言 Tags 分布

C c

library4,080 (52.8%)

backend1,884 (24.4%)

cli938 (12.1%)

embedded562 (7.3%)

cpp395 (5.1%)

networking287 (3.7%)

testing213 (2.8%)

postgresql186 (2.4%)

kernel173 (2.2%)

framework172 (2.2%)

firmware170 (2.2%)

quic161 (2.1%)

http146 (1.9%)

rust131 (1.7%)

bluetooth121 (1.6%)

tls119 (1.5%)

ruby113 (1.5%)

scheduler110 (1.4%)

cryptography102 (1.3%)

python88 (1.1%)

C++ cpp

library1,404 (73.8%)

backend308 (16.2%)

testing244 (12.8%)

cli151 (7.9%)

boost92 (4.8%)

framework76 (4.0%)

http70 (3.7%)

async63 (3.3%)

compiler41 (2.2%)

parsing38 (2.0%)

serialization36 (1.9%)

templates29 (1.5%)

actor-framework28 (1.5%)

arrayfire28 (1.5%)

formatting27 (1.4%)

redis22 (1.2%)

logging21 (1.1%)

audio20 (1.1%)

sparql20 (1.1%)

iceberg19 (1.0%)

Go go

backend2,358 (53.1%)

cli1,197 (26.9%)

library992 (22.3%)

http337 (7.6%)

kubernetes228 (5.1%)

testing137 (3.1%)

docker98 (2.2%)

aws80 (1.8%)

framework71 (1.6%)

grpc70 (1.6%)

aws-sdk56 (1.3%)

dns45 (1.0%)

git45 (1.0%)

database44 (1.0%)

aws-lambda38 (0.9%)

security37 (0.8%)

blockchain36 (0.8%)

terraform36 (0.8%)

prometheus34 (0.8%)

templ34 (0.8%)

Java java

backend1,322 (50.3%)

library1,168 (44.4%)

aem147 (5.6%)

testing133 (5.1%)

spring106 (4.0%)

framework77 (2.9%)

http77 (2.9%)

android72 (2.7%)

json63 (2.4%)

sling57 (2.2%)

flink47 (1.8%)

cli40 (1.5%)

concurrency40 (1.5%)

grpc37 (1.4%)

nacos34 (1.3%)

mybatis33 (1.3%)

maven29 (1.1%)

parsing27 (1.0%)

sql-parser27 (1.0%)

websocket27 (1.0%)

JavaScript js

library1,797 (49.0%)

backend762 (20.8%)

frontend486 (13.3%)

cli436 (11.9%)

testing204 (5.6%)

react180 (4.9%)

eslint178 (4.9%)

framework176 (4.8%)

fastify118 (3.2%)

http105 (2.9%)

mongoose97 (2.6%)

webpack71 (1.9%)

typescript69 (1.9%)

express67 (1.8%)

lighthouse61 (1.7%)

svelte61 (1.7%)

aframe53 (1.4%)

async50 (1.4%)

apostrophecms48 (1.3%)

nodejs47 (1.3%)

Python py

backend1,095 (43.9%)

library916 (36.7%)

cli418 (16.7%)

ansible98 (3.9%)

fastapi78 (3.1%)

testing77 (3.1%)

framework66 (2.6%)

aiohttp62 (2.5%)

aws56 (2.2%)

django54 (2.2%)

http52 (2.1%)

click46 (1.8%)

dbt41 (1.6%)

black40 (1.6%)

async39 (1.6%)

openai39 (1.6%)

jinja235 (1.4%)

pipx34 (1.4%)

litellm31 (1.2%)

pytorch31 (1.2%)

Rust rust

library1,409 (56.3%)

cli578 (23.1%)

backend457 (18.3%)

testing166 (6.6%)

http92 (3.7%)

git88 (3.5%)

async77 (3.1%)

compiler59 (2.4%)

graphql57 (2.3%)

parsing55 (2.2%)

datafusion53 (2.1%)

substrate48 (1.9%)

actix-web45 (1.8%)

macros45 (1.8%)

sql44 (1.8%)

framework41 (1.6%)

parquet39 (1.6%)

blockchain31 (1.2%)

clap28 (1.1%)

sqlparser28 (1.1%)

TypeScript ts

library1,239 (36.5%)

frontend1,081 (31.9%)

react733 (21.6%)

backend680 (20.1%)

cli261 (7.7%)

angular173 (5.1%)

graphql133 (3.9%)

framework99 (2.9%)

electron94 (2.8%)

fullstack86 (2.5%)

testing65 (1.9%)

github-actions59 (1.7%)

vue55 (1.6%)

express48 (1.4%)

javascript45 (1.3%)

nextjs42 (1.2%)

eslint39 (1.2%)

xstate37 (1.1%)

react-native36 (1.1%)

zod36 (1.1%)