Datasets:

jaykay9999
/

GHAWTrace

run_id int64	attempt int32	repo_id int64	tar_file string	tar_member string	archive_bytes int64	sha256 string	log_file_count int32
28,765,305,012	1	2,928,944	logs/2928944.tar	28765305012/attempt-1.zip	157,667	ec1cbd7001fc1765aa79bfdc7d71f5cc7a4011111bcf2f5b6d73e1b276a05bca	10
28,765,308,977	1	2,928,944	logs/2928944.tar	28765308977/attempt-1.zip	163,076	cd35d2d21f4a213d06aad5ba72caed0eaf8fa98c9ad16a719a0d0cbe51c86fa5	14
28,769,589,681	1	2,928,944	logs/2928944.tar	28769589681/attempt-1.zip	133,105	6f8393c6deddddb4b61162eab945440126e0cca633962933d6c033f27b637c70	14
28,769,617,288	1	2,928,944	logs/2928944.tar	28769617288/attempt-1.zip	144,103	fe4d6ab635e589257e5d4708630c044816229d61ead4ae166eaf8d0ed83965a0	10
28,772,803,607	1	2,928,944	logs/2928944.tar	28772803607/attempt-1.zip	143,965	17c8287feba14ed46f7b2fc4a433bf5048662e983f96f1cf930f2a50ca4eb118	10
28,773,471,780	1	2,928,944	logs/2928944.tar	28773471780/attempt-1.zip	133,698	d62063df2f072acd972b35885304d806f56778716fb056e24d10f832c10f34db	14
28,773,550,462	1	2,928,944	logs/2928944.tar	28773550462/attempt-1.zip	148,002	2add9b51df430699f3a473adf92e273f71a87ad4f50c8fe40325809951bc0a68	10
28,774,118,339	1	2,928,944	logs/2928944.tar	28774118339/attempt-1.zip	166,062	ad104b001bb64e876e955c7b5f65a5e0ccecbf4bc746484e198c971c05cebb17	14
28,776,141,719	1	2,928,944	logs/2928944.tar	28776141719/attempt-1.zip	156,561	355a0efcefbef93d7022a9f931ce6aecf8057dd16601181526417a5f6b482fbf	12
28,776,397,450	1	2,928,944	logs/2928944.tar	28776397450/attempt-1.zip	130,959	38b2488d0833c8de4c27a2f048a42fcf368ec770d6be97e1236d99eca05686f7	12
28,777,131,318	1	2,928,944	logs/2928944.tar	28777131318/attempt-1.zip	170,024	be9e972700cc72f5fa6f4f14a7e1b01e6138d463d0728f2b1afedd4e0a233025	14
28,777,307,259	1	2,928,944	logs/2928944.tar	28777307259/attempt-1.zip	144,300	ba082ff2f2879c24bd4a4a36337a7a23e465139c787bd4571ee0826fa5ee428d	10
28,777,311,558	1	2,928,944	logs/2928944.tar	28777311558/attempt-1.zip	144,250	32bd4adf0b482331194b3f87a021dc29673e86964a10a56b1f31795fde017121	10
28,777,316,896	1	2,928,944	logs/2928944.tar	28777316896/attempt-1.zip	145,111	6d322a81f683d750ee732f121c0f8df81613c0aa2bb479b0977dbef9fd2e7f05	10
28,777,411,926	1	2,928,944	logs/2928944.tar	28777411926/attempt-1.zip	136,421	579c154a9bfbb28508023d506b00488c4cc717ecd2dd30e4c8398e2709d893e3	12
28,777,825,134	1	2,928,944	logs/2928944.tar	28777825134/attempt-1.zip	153,873	c034643ff12ef139c430010779ae346f9f2f3932eb47b8326ba279fd86b5f7ac	12
28,777,864,072	1	2,928,944	logs/2928944.tar	28777864072/attempt-1.zip	127,655	324bd193165e28c0c6941e0427be1821cb64faaf4e98cf6db18dfc1b83e077ba	12
28,778,567,870	1	2,928,944	logs/2928944.tar	28778567870/attempt-1.zip	146,510	e3f5d43ae5f0bff8bab765348c54317fe4e75687b3c6d22188f65721c0c6d78a	10
28,778,682,151	1	2,928,944	logs/2928944.tar	28778682151/attempt-1.zip	145,442	831d51dbed5fec8702b7fc50054b8b1708c7de5cfa1ec1c810afdec93d0b0238	10
28,779,034,217	1	2,928,944	logs/2928944.tar	28779034217/attempt-1.zip	140,907	9102122550618fdfe52f2e888e76820be81924b1afee00615add35b08c383f64	14
28,779,035,110	1	2,928,944	logs/2928944.tar	28779035110/attempt-1.zip	172,513	00fab235e071b21c220ed02e08dae13b13c461a5988762cda2fb810c31a1639c	14
28,779,178,190	1	2,928,944	logs/2928944.tar	28779178190/attempt-1.zip	153,833	5feed1b73e6747db375b1e2fdc6ac423a2f5f73f07ebdca606c2d2eb796168d0	12
28,779,458,391	1	2,928,944	logs/2928944.tar	28779458391/attempt-1.zip	143,488	e5d7b7a1d5216ac588ee8360f4e8c822acb27fa9e3fd9604730e78760f3d429d	12
28,780,182,153	1	2,928,944	logs/2928944.tar	28780182153/attempt-1.zip	147,070	d02ae50837dc654fceb663122e6046ccb25cc414b2a8dadb7312a491b7d21afa	10
28,781,870,970	1	2,928,944	logs/2928944.tar	28781870970/attempt-1.zip	147,978	6e69c90c8bc8c37305dae3e9e3845cf4fa060d36866ba61fb988471950bb2acb	12
28,781,871,062	1	2,928,944	logs/2928944.tar	28781871062/attempt-1.zip	156,330	50b1b2996049f135aa5082d32d0f71bc71fe6d5eb8cb890bec54bcd33ced381c	12
28,783,271,077	1	2,928,944	logs/2928944.tar	28783271077/attempt-1.zip	156,006	bd9383fa58e1e795f100c8b929a19d31d45bfba18fe2c6e7539d8fa178d3fabf	12
28,783,356,322	1	2,928,944	logs/2928944.tar	28783356322/attempt-1.zip	136,373	e00822eef427370b24188abe74a3c19cf4adbf98b7d2a82dc35efc3269880ae1	14
28,783,741,772	1	2,928,944	logs/2928944.tar	28783741772/attempt-1.zip	152,629	fca35f849a6aff288f251e9dd31c35f5c0ac5375e0878a22a1e12cd4aaca33d7	12
28,784,797,143	1	2,928,944	logs/2928944.tar	28784797143/attempt-1.zip	168,510	a183c731825dcbd60a076ea9b7dc3e7b89976ee526e6b0ef1997ad8b40a6498c	14
28,784,833,745	1	2,928,944	logs/2928944.tar	28784833745/attempt-1.zip	166,730	b6852996ce874ebe82a07c25a0f39c04bd3995854425d48f1b863e0ae74ef94a	12
28,785,530,684	1	2,928,944	logs/2928944.tar	28785530684/attempt-1.zip	146,012	aedb6bd5f4dd4213d2f3dcb1cdc7c0ee817e2390cd7fb8f6affd8ccf77d72f4b	12
28,785,985,404	1	2,928,944	logs/2928944.tar	28785985404/attempt-1.zip	161,292	0e4e556cd25a54da15a5bd5196574776273a4f21656a529192a8ae95c42dd4e9	14
28,787,618,955	1	2,928,944	logs/2928944.tar	28787618955/attempt-1.zip	159,772	fa235e2772e4fe22b0060b9fe0caf8826de17a27180566edccc8f131657af338	14
28,799,861,281	1	2,928,944	logs/2928944.tar	28799861281/attempt-1.zip	157,388	ce573e215b63ea45c7f687169b7a64eec6254c1e817d514297dc6dcd74a5c850	12
28,802,145,763	1	2,928,944	logs/2928944.tar	28802145763/attempt-1.zip	163,094	92b82758537f41ba7561b43370144481556fbf7ac7a7e5fb5056c233c3251c24	12
28,805,775,952	1	2,928,944	logs/2928944.tar	28805775952/attempt-1.zip	149,397	28528ff607c995a0611d9d99d66e03b810c080b16fb5c4aaa95043774a05585a	12
28,805,912,129	1	2,928,944	logs/2928944.tar	28805912129/attempt-1.zip	167,727	f302f6eb000f30de0d696498ff2ae37a5b86529510b04061738b9ca01c2c3dfd	12
28,809,814,801	1	2,928,944	logs/2928944.tar	28809814801/attempt-1.zip	137,518	5d0288fb8b0c77fe1cb275fc66fcc2e392a71cfe639751a2cc5c4edf068b1ee8	14
28,810,993,164	1	2,928,944	logs/2928944.tar	28810993164/attempt-1.zip	162,572	d79be9dc51525d371955d4aa6a5738275180e41beed0e205bcb60a58028cc7a2	12
28,821,585,778	1	2,928,944	logs/2928944.tar	28821585778/attempt-1.zip	163,869	4c6eb837c6e6f208c60e4d675ee57877ddfee6c7e26125c1db9abc42159677e6	12
28,824,038,323	1	2,928,944	logs/2928944.tar	28824038323/attempt-1.zip	167,015	366fcc9c861df5d3c0225e114e10b1f1b10434fafb891e040028ce1880707530	14
28,826,508,329	1	2,928,944	logs/2928944.tar	28826508329/attempt-1.zip	158,524	4bbee518c767380a6ef0b76f137c8433e40a2bee586aeb354db916894addc41f	14
28,829,765,975	1	2,928,944	logs/2928944.tar	28829765975/attempt-1.zip	161,713	db3022a2a59f6353a886a32a96bceab57540055acdd8533c2a82c90df08b0b54	12
28,838,892,244	1	2,928,944	logs/2928944.tar	28838892244/attempt-1.zip	144,091	2968fbf60246532c4f0b8271ccefd6b034bead079c78a212994461cf23a72b32	12
28,838,975,074	1	2,928,944	logs/2928944.tar	28838975074/attempt-1.zip	159,162	d86ade3d5dc41c9f3dd9951baa2fc7ed9a30c9536e4d4679c961db845f8a399d	10
28,840,330,411	1	2,928,944	logs/2928944.tar	28840330411/attempt-1.zip	158,846	7def24406349472d8a86428fc83dcc5cf3f3973185eb814c5a55c6d9635418b9	14
28,841,323,549	1	2,928,944	logs/2928944.tar	28841323549/attempt-1.zip	134,034	79644cd5fcb866539e977cd319ca8fb361052cf2cc34e39affb0ff4872d673c2	12
28,841,447,230	1	2,928,944	logs/2928944.tar	28841447230/attempt-1.zip	162,862	5151b76834542fc33e0336b747170c5be5e4609debd3595aa813b7b3e1bcbfd5	14
28,842,251,215	1	2,928,944	logs/2928944.tar	28842251215/attempt-1.zip	147,401	7c5e323f6a60d934e494a845e7b3b9137e6a99fec67d9237053c6f7967a04554	10
28,844,439,485	1	2,928,944	logs/2928944.tar	28844439485/attempt-1.zip	164,941	dbe545a495f628f4bec36e94fdbe292368ff66d8daa320addbf7800e557a4016	12
28,845,175,258	1	2,928,944	logs/2928944.tar	28845175258/attempt-1.zip	126,823	1cfa97fb210e6a7263aada61566ea3334b99b5ed896cbcd4a53a89bb5b5ac79e	12
28,845,211,118	1	2,928,944	logs/2928944.tar	28845211118/attempt-1.zip	162,215	7096da8a2ea4bd9da41d32eb2d67e3e48a46170beadbc0e00b1ffbc3b50dca78	14
28,845,351,331	1	2,928,944	logs/2928944.tar	28845351331/attempt-1.zip	146,774	3a6bb4857ecde521e8949f1d4e2c73cec5c05d4f4688d4df804a7b0eece21d7f	14
28,845,608,436	1	2,928,944	logs/2928944.tar	28845608436/attempt-1.zip	161,157	9563319a2f2f51b803da8118a199f5d6b163e40b0f6958f172c4055d8d073979	12
28,845,610,205	1	2,928,944	logs/2928944.tar	28845610205/attempt-1.zip	155,926	f824c26394cf3e4234b944523aaa6f3bafef7c10e68cb086be142fca963c17d5	14
28,846,053,016	1	2,928,944	logs/2928944.tar	28846053016/attempt-1.zip	164,163	9054834b8eaaadc182bf350c7b6a720f5111ff12bf5919b68949f4de508ff95d	12
28,848,018,397	1	2,928,944	logs/2928944.tar	28848018397/attempt-1.zip	133,885	8fe8b364ef50e94885cb4ad9ed7c13e63c412d41c872f52cdae1cf2cf4338cba	12
28,848,735,740	1	2,928,944	logs/2928944.tar	28848735740/attempt-1.zip	152,672	84e5ac58a3c253902fc6c7d78c2d83ae82735b70ad0f6cb0f3061d9cee1fa95d	10
28,849,151,188	1	2,928,944	logs/2928944.tar	28849151188/attempt-1.zip	142,163	2c38c713b7961b393645cbff33aad3e5fc67dfa9ef3d2026b3e7d949b81d1044	14
28,850,356,247	1	2,928,944	logs/2928944.tar	28850356247/attempt-1.zip	132,514	03ade4160a9c7b67acfd7ab0ba5adf6248c71b11d0ecc566c7ecc79716d9d4e7	12
28,850,545,577	1	2,928,944	logs/2928944.tar	28850545577/attempt-1.zip	129,826	783fd477c9495dd127ee0458bd9c9a55423dcdead5a1ada476ac62a17fd373fc	12
28,851,285,373	1	2,928,944	logs/2928944.tar	28851285373/attempt-1.zip	148,404	401e4c8d33d13c7d297b50fc11e81f564ed1495054ddc424b3a37495f0b35943	14
28,851,950,846	1	2,928,944	logs/2928944.tar	28851950846/attempt-1.zip	148,902	4e02d7698ea6064093f975b0ffd46e97d25f73857986f6ecd114ae45dda5ca8f	12
28,851,951,172	1	2,928,944	logs/2928944.tar	28851951172/attempt-1.zip	130,978	eaf1819998a923a759193b3601af34c23e551854fd5c7623f021b0472e4448fe	12
28,853,881,220	1	2,928,944	logs/2928944.tar	28853881220/attempt-1.zip	157,351	fd8eda93e08e383df570e87ea10950d69ff6aa75d786e078ef7b8016e8df62cd	10
28,854,626,038	1	2,928,944	logs/2928944.tar	28854626038/attempt-1.zip	165,575	717de644aacc380472efbd4211fdf2de0eb514a87b87465388accaa8d933f247	14
28,855,972,941	1	2,928,944	logs/2928944.tar	28855972941/attempt-1.zip	131,916	947144f37d5727377cdd62b33f95f3618315dfe2c5ef22d2f79e550fd57eec0d	14
28,858,214,062	1	2,928,944	logs/2928944.tar	28858214062/attempt-1.zip	160,034	c2fef0dd69e9ba7fd2ac11a3813f34ee91032ba33b8615076d63f5569fc3c35b	14
28,859,793,070	1	2,928,944	logs/2928944.tar	28859793070/attempt-1.zip	163,647	da908decbcd19018b21a19685bcfedf1f72fc1b4d67b3c71a612c4c5acd7655e	14
28,862,205,205	1	2,928,944	logs/2928944.tar	28862205205/attempt-1.zip	152,807	ad8b62f27fc2e47abf24f1b910821a99b6d60813076e6f63002523eea9337037	12
28,880,424,754	1	2,928,944	logs/2928944.tar	28880424754/attempt-1.zip	144,812	81a75b4ebb940a1d758bc39c965cd5fafdea5703f105105cd6490d47b552f2a2	10
28,881,855,732	1	2,928,944	logs/2928944.tar	28881855732/attempt-1.zip	148,787	cad440c647fdea177f87caee6c70e152ba849db490b30f76d04e7b9036c90610	12
28,885,148,917	1	2,928,944	logs/2928944.tar	28885148917/attempt-1.zip	153,478	9818eab22ea23eea59cbd08b96937d5adb6b56dffe9e5af97f566ed29bc969dd	12
28,886,466,820	1	2,928,944	logs/2928944.tar	28886466820/attempt-1.zip	156,862	a898fa567a510dae74c6e87f08a2f0413f3ff69258e972f64b4da63cd3d2758b	14
28,892,459,417	1	2,928,944	logs/2928944.tar	28892459417/attempt-1.zip	170,580	8ddeeebf25d320c83f524f4fc5d73ffe0fcba941246236532b1fbd982119f973	14
28,900,142,691	1	2,928,944	logs/2928944.tar	28900142691/attempt-1.zip	169,859	294a0beb9e751ce0ed7ac6f2e90bf83074d16c1082dafe5c4278691179c1c15e	14
28,903,861,016	1	2,928,944	logs/2928944.tar	28903861016/attempt-1.zip	156,590	9c2c70169fa3fc89acbe3bd37bfc81195f91910f0d60163a25a6c56a938236da	14
28,904,359,830	1	2,928,944	logs/2928944.tar	28904359830/attempt-1.zip	151,547	d78a3e5f74b3516720ac516f8fda94299c8324b2bf3d6250b5a0f548719189dd	12
28,905,753,804	1	2,928,944	logs/2928944.tar	28905753804/attempt-1.zip	163,952	e8f3700cac54a5995c776e0e83ebf5156efe7363f5dcd2854549b6192d50fa72	12
28,906,860,815	1	2,928,944	logs/2928944.tar	28906860815/attempt-1.zip	164,288	e5c6f2a5d5032628c75853f795a52280365cbd030a95b3c3f1e21395acc0db83	14
28,912,386,810	1	2,928,944	logs/2928944.tar	28912386810/attempt-1.zip	138,757	d10c256a5699c66ecb1427dda6e3d936c7bd8097a10faba39f4248b26502fac6	12
28,913,306,220	1	2,928,944	logs/2928944.tar	28913306220/attempt-1.zip	149,287	cab147d91dc63207539c07a36890496c282f9ae7fb128afb9c8128e690d53917	10
28,914,973,155	1	2,928,944	logs/2928944.tar	28914973155/attempt-1.zip	156,504	fa28cb5dce71e70beaa2d4f219dc4f77c009c3d1dcd541fe294bca1924c11b14	12
28,914,973,800	1	2,928,944	logs/2928944.tar	28914973800/attempt-1.zip	162,029	c831001d19cc40a68204000c24701bc77507b1e9db032d2efb13b3b4a5e9bd8b	14
28,915,283,399	1	2,928,944	logs/2928944.tar	28915283399/attempt-1.zip	144,238	b1c3212e9cd66465b53733d7561d983569f275c7d92db61250a093d7e6464a14	12
28,915,696,955	1	2,928,944	logs/2928944.tar	28915696955/attempt-1.zip	165,742	dc6ea92a1478efcf67e9ef6d8c33e83b702af0b33c4de772c791eccaf0155abb	12
28,915,886,874	1	2,928,944	logs/2928944.tar	28915886874/attempt-1.zip	160,052	16cf66d3af0979f8649d52f75591c76629b4cd13131c8fb082c49084f420286c	14
28,915,982,582	1	2,928,944	logs/2928944.tar	28915982582/attempt-1.zip	156,929	26fe086a474844d7c84761e2d5bac712cd52ef1695c1f9381b8c8a4a67c948e5	14
28,916,099,045	1	2,928,944	logs/2928944.tar	28916099045/attempt-1.zip	142,599	2d18885c49a357d761fbf3c795d81af9a8d2aeb3094739bbb9c1a0da8d117d80	12
28,916,124,232	1	2,928,944	logs/2928944.tar	28916124232/attempt-1.zip	157,582	3f49d0d35aa39c3303eff1c4ba82ca2aa02883d88fb8bbc9c29cce57bbf161e6	14
28,916,161,957	1	2,928,944	logs/2928944.tar	28916161957/attempt-1.zip	149,494	61eeb31f0fc8ffd9c8266acfc1e6fcbc71579fc44780c481ae17abb066aaff7a	12
28,917,406,315	1	2,928,944	logs/2928944.tar	28917406315/attempt-1.zip	159,714	4b4ed25cf681697e9c4794bc756e9d7e87f61edb691a09c4d971449ac3009445	14
28,917,804,396	1	2,928,944	logs/2928944.tar	28917804396/attempt-1.zip	130,429	192cfadced25c2b1cb2318c3a33ad62ca8b1373a0d996c64780d6f1d94c3e437	12
28,919,842,390	1	2,928,944	logs/2928944.tar	28919842390/attempt-1.zip	160,946	b8ebd758968089163ebf0ee51687a3206ee502e472d99223be4574d8940a61f3	12
28,920,473,837	1	2,928,944	logs/2928944.tar	28920473837/attempt-1.zip	159,713	594a3696d993c3c8598a373ddb921507b0aec9dd5a2b422a502f0d1d9dec54b3	14
28,921,042,504	1	2,928,944	logs/2928944.tar	28921042504/attempt-1.zip	142,101	a855a40bd33c00a20dd386c2a9bc442aaaffba5bdc3b7991cd920ad204bf8fba	14
28,921,260,116	1	2,928,944	logs/2928944.tar	28921260116/attempt-1.zip	145,412	ed847b4f4af99bad52f234c9bfd28ce3aca607a9d65435ef416ccc68545fd214	10
28,921,466,360	1	2,928,944	logs/2928944.tar	28921466360/attempt-1.zip	136,711	5c3bb87830d40b565aedf2aaba65a496165d7fc041c1f88e90130ec9fa1f94ce	12
28,921,828,999	1	2,928,944	logs/2928944.tar	28921828999/attempt-1.zip	165,209	29efc381d7a7c65ef6ecd80f4aa313013f04f9fd9917dda885d7ca3f7869326d	14

End of preview. Expand in Data Studio

GHAWTrace

GHAWTrace links public GitHub repositories, verified gh-aw workflow YAML files, GitHub Actions runs, and nonempty execution-log archives. The collection includes every star level.

Table	Rows	What it contains
`repositories`	5,051	Repository metadata, stars, and workflow/run/log counts
`workflows`	25,014	Names, paths, generated YAML source, and run/log counts
`runs`	4,112,526	Run identifiers, status, event, timestamps, full GitHub run JSON, and log counts
`logs`	562,877	Index of original ZIPs containing 3,897,601 log files, including rerun attempts

The log ZIPs total 56.1 GB before TAR packaging. They are stored under logs/<repo_id>.tar, one TAR per repository. Empty ZIPs, API retry records, and collection-process files are not part of this release.

Relationships and counts

A repository joins to its workflows through repo_id. A run joins to a workflow through repo_id and the exact YAML workflow_path/path. A log archive joins to a run through run_id, and attempt distinguishes reruns. The log_archive_count fields count ZIPs containing at least one log file. log_file_count counts files inside those ZIPs. A zero log count does not establish why a run has no released logs.

The run inventory ends on September 21, 2026 and starts on August 14, 2025. The fixed 90-day log cohort contains 2,453,263 runs created from June 23 through September 21, 2026. All released log archives link to runs in this cohort. GitHub's log retention and repository settings limit what could be downloaded. An archive is a ZIP for one run attempt, not a separate workflow run.

Reproduce a paper result

The tested Python example joins repository, workflow, run, and log metadata. It reproduces the paper's count of log archives linked to runs with a stored failure conclusion, then opens the original agent log of run 30125677266 using the tar_file and tar_member fields.

python -m pip install duckdb huggingface_hub
python examples/reproduce.py

The script downloads the metadata tables and one repository TAR when needed. If you already have the release locally, use python examples/reproduce.py --data-dir PATH_TO_GHAWTRACE.

Paper examples

These are the original, unmodified agent job-log text files quoted in the GH-AWTrace paper. Each file comes from attempt 1 of the named GitHub Actions run. The full ZIP remains in the repository TAR bundle.

Example	Repository	Run	Agent job log
Issue triage	`open-feature/dotnet-sdk-contrib`	30125677266	View text
Failure scanner	`dotnet/runtime`	35294030895	View text
Issue triage	`microsoft/PowerToys`	35351834895	View text
Dependency check	`home-assistant/core`	33057082627	View text
Expert code review	`dotnet/maui-labs`	31484611735	View text

Scope and limitations

Workflow identification uses the gh-aw generated-file header in indexed .github/workflows/*.yml and *.yaml files. A verified workflow can have no recorded runs. Run data comes from GitHub's workflow-run listing API, and github_metadata_json preserves the returned fields. This release does not add per-job metadata requests. GitHub code search and run/log retention can omit deleted, unindexed, or inaccessible material. Visible log messages are not a complete record of an agent's private reasoning.

The source repositories have their own licenses and terms. This dataset card does not assign a common license to the third-party workflow files or logs. The data reflects public GitHub content at collection time and may include user-generated text.

Downloads last month: 133