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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135981 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.25 | 0.5 | 0.5 | 0 | 0.2 | 0.25 | 0.5 | 19 | 312,759 | 273,920 | 3,914 | 1,824 | 316,673 | 0.448575 | 79.805573 | {
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{
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"function": "k8s.io/kubernetes/pkg/scheduler/backend/queue.(*PriorityQueue).runPreEnqueuePlugin",
"start_line": 613,
"end_line": 616,
"bug_contribution": "When a PreEnqueue plugin rejects a pod, this cod... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135981 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.083333 | 0.5 | 0.5 | 0 | 0.076923 | 0.25 | 0.5 | 21 | 354,752 | 303,616 | 3,675 | 1,559 | 358,427 | 0.517738 | 76.683467 | {
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{
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"end_line": 614,
"bug_contribution": "When a PreEnqueue plugin rejects a pod, this cod... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135981 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.416667 | 0.5 | 0.5 | 0 | 0.277778 | 0.25 | 0.5 | 18 | 245,848 | 199,680 | 4,656 | 2,561 | 250,504 | 0.47036 | 90.188811 | {
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{
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"end_line": 615,
"bug_contribution": "When a PreEnqueue plugin rejects a pod, this cod... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135983 | run-01 | 1 | 2.2.8 | anonymized | true | 5 | 1 | 1 | 0.791667 | 1 | 0.5 | 0.2 | 0.279412 | 0.2 | 1 | 25 | 647,763 | 545,792 | 4,264 | 1,680 | 652,027 | 0.910671 | 92.821433 | {
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"end_line": 189,
"bug_contribution": "The controller registers event handlers for Pods and ResourceClaims and ins... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135983 | run-02 | 2 | 2.2.8 | anonymized | true | 5 | 1 | 1 | 0.625 | 1 | 0.5 | 0.2 | 0.157895 | 0.2 | 1 | 22 | 570,314 | 507,904 | 3,201 | 1,041 | 573,515 | 0.662032 | 72.670119 | {
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{
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"bug_contribution": "The controller receives a ResourceClaimTemplate informer but only installs ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-135983 | run-03 | 3 | 2.2.8 | anonymized | true | 7 | 1 | 1 | 0.708333 | 1 | 0.333333 | 0.166667 | 0.145299 | 0.142857 | 1 | 31 | 732,103 | 643,584 | 4,629 | 1,653 | 736,732 | 0.903257 | 112.353961 | {
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{
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"end_line": 152,
"bug_contribution": "The ResourceClaim controller workqueue is constructed with client-go's Defa... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136014 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.473684 | 0.666667 | 0.5 | 0 | 0.592105 | 0.5 | 0.333333 | 11 | 107,461 | 74,240 | 2,445 | 1,125 | 109,906 | 0.276575 | 51.155403 | {
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"file": "cmd/kubeadm/app/phases/etcd/local.go",
"function": "k8s.io/kubernetes/cmd/kubeadm/app/phases/etcd.CreateStackedEtcdStaticPodManifestFile",
"start_line": 156,
"end_line": 181,
"bug_contribution": "The join path adds the new local etcd peer as a learner, ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136014 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.294737 | 0.666667 | 0.5 | 0 | 0.430769 | 0.5 | 0.666667 | 15 | 215,317 | 183,808 | 3,287 | 1,728 | 218,604 | 0.348059 | 66.594045 | {
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{
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"start_line": 155,
"end_line": 187,
"bug_contribution": "The join flow adds the new peer to the existing etcd clus... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136014 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.231579 | 0.333333 | 0.5 | 0 | 0.415094 | 0.5 | 0.333333 | 11 | 107,563 | 58,880 | 2,441 | 1,292 | 110,004 | 0.346085 | 46.270816 | {
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{
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"end_line": 185,
"bug_contribution": "The join path adds the new peer to etcd as a learner, writes the static-pod... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136026 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.5 | 1 | 1 | 0.333333 | 0.130435 | 0.666667 | 1 | 7 | 34,799 | 20,992 | 1,856 | 820 | 36,655 | 0.135211 | 35.244992 | {
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{
"file": "pkg/kubelet/pluginmanager/operationexecutor/operation_executor_test.go",
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"end_line": 177,
"bug_contribution": "This helper is the ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136026 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.833333 | 1 | 1 | 0.333333 | 0.217391 | 0.666667 | 1 | 5 | 23,315 | 13,824 | 1,654 | 728 | 24,969 | 0.103987 | 28.035567 | {
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"end_line": 176,
"bug_contribution": "This test helper st... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136026 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.5 | 1 | 1 | 0.333333 | 0.136364 | 0.666667 | 1 | 6 | 25,438 | 12,288 | 2,334 | 1,379 | 27,772 | 0.141914 | 42.337814 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136028 | run-01 | 1 | 2.2.8 | anonymized | true | 20 | 1 | 0 | 0.571429 | 1 | 0.058824 | 0 | 0.023952 | 0.05 | 1 | 16 | 293,310 | 249,856 | 7,067 | 1,770 | 300,377 | 0.554208 | 108.186398 | {
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"end_line": 364,
"bug_contribution": "A restMappingError during garbage-c... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136028 | run-02 | 2 | 2.2.8 | anonymized | true | 20 | 1 | 0 | 0.571429 | 1 | 0.058824 | 0 | 0.022989 | 0.05 | 1 | 15 | 185,175 | 131,584 | 6,659 | 1,313 | 191,834 | 0.533517 | 177.792679 | {
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{
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"end_line": 364,
"bug_contribution": "The restMappingError retry path log... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136028 | run-03 | 3 | 2.2.8 | anonymized | true | 20 | 1 | 0 | 0.285714 | 1 | 0.058824 | 0 | 0.013699 | 0.05 | 1 | 18 | 242,203 | 194,560 | 6,682 | 1,114 | 248,885 | 0.535955 | 91.581168 | {
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{
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"bug_contribution": "The rest-mapping retry path calls l... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136037 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 1 | 1 | 1 | 0 | 0.193548 | 1 | 1 | 14 | 171,946 | 142,848 | 2,222 | 1,037 | 174,168 | 0.283574 | 67.941114 | {
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"bug_contribution": "HandlePodUpdates saves oldPod with GetPodByUID(pod.UID) and ignores the boolean result, then lat... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136037 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.5 | 1 | 1 | 0 | 0.130435 | 0.5 | 1 | 11 | 113,279 | 84,480 | 2,466 | 1,278 | 115,745 | 0.260215 | 49.930913 | {
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"bug_contribution": "The update handler looks up oldPod with GetPodByUID using the incoming object's UID, ignores the... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136037 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.5 | 1 | 1 | 0 | 0.5 | 0.5 | 1 | 15 | 178,574 | 154,112 | 2,742 | 1,115 | 181,316 | 0.281626 | 58.861021 | {
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"bug_contribution": "The update handler obtains oldPod with GetPodByUID(pod.UID) but ignores the boolean result, so o... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136206 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 26 | 684,588 | 594,432 | 6,940 | 4,414 | 691,528 | 0.956196 | 141.795176 | {
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"end_line": 1025,
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136206 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 45 | 1,600,850 | 1,457,152 | 8,566 | 5,303 | 1,609,416 | 1.704046 | 196.181513 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136206 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 29 | 1,156,905 | 1,056,256 | 7,930 | 5,274 | 1,164,835 | 1.269273 | 155.277024 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136450 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0.625 | 1 | 1 | 0 | 0.046729 | 0.5 | 1 | 16 | 198,505 | 153,600 | 1,871 | 612 | 200,376 | 0.357455 | 46.796328 | {
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{
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"end_line": 902,
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136450 | run-02 | 2 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 0.625 | 1 | 1 | 0 | 0.087719 | 1 | 1 | 8 | 44,194 | 23,040 | 921 | 231 | 45,115 | 0.14492 | 20.629687 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136450 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 0.625 | 1 | 1 | 0 | 0.086207 | 1 | 1 | 17 | 319,812 | 266,240 | 1,976 | 894 | 321,788 | 0.46026 | 49.319484 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136509 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 0.666667 | 1 | 1 | 0 | 0.333333 | 0.666667 | 1 | 17 | 162,746 | 125,440 | 6,470 | 4,861 | 169,216 | 0.44335 | 124.173076 | {
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{
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"end_line": 883,
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136509 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.666667 | 1 | 1 | 0 | 0.212766 | 0.5 | 1 | 14 | 133,719 | 109,568 | 4,548 | 2,766 | 138,267 | 0.311979 | 82.250954 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136509 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.666667 | 1 | 1 | 0 | 0.212766 | 0.5 | 1 | 15 | 166,584 | 142,336 | 4,201 | 2,338 | 170,785 | 0.318438 | 91.597049 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136534 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.6 | 1 | 1 | 0.333333 | 0.136364 | 0.666667 | 1 | 12 | 90,546 | 72,704 | 1,817 | 513 | 92,363 | 0.180072 | 42.223435 | {
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"start_line": 145,
"end_line": 150,
"bug_contribution": "For resizable pods this calls max(container.Resources.Requests, cs... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136534 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0.6 | 1 | 1 | 0.25 | 0.111111 | 0.5 | 1 | 12 | 74,973 | 57,856 | 2,127 | 640 | 77,100 | 0.178323 | 38.9035 | {
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{
"file": "staging/src/k8s.io/kubectl/pkg/util/resource/resource.go",
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"start_line": 53,
"end_line": 59,
"bug_contribution": "For each regular container, this block starts with container.Resources.Requests... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | kubernetes-136534 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.6 | 1 | 1 | 0.333333 | 0.15 | 0.666667 | 1 | 7 | 33,917 | 16,384 | 1,310 | 242 | 35,227 | 0.135157 | 22.890138 | {
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"end_line": 149,
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14264 | run-01 | 1 | 2.2.8 | anonymized | true | 8 | 1 | 0.666667 | 0.75 | 1 | 0.5 | 0.285714 | 0.023622 | 0.25 | 1 | 20 | 319,694 | 260,096 | 5,419 | 2,409 | 325,113 | 0.590608 | 96.82787 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14264 | run-02 | 2 | 2.2.8 | anonymized | true | 7 | 1 | 0.666667 | 0.75 | 0.666667 | 0.666667 | 0.333333 | 0.035714 | 0.285714 | 1 | 16 | 293,580 | 222,720 | 5,257 | 2,801 | 298,837 | 0.62337 | 91.905353 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14264 | run-03 | 3 | 2.2.8 | anonymized | true | 7 | 1 | 0.666667 | 0.75 | 0.666667 | 0.666667 | 0.333333 | 0.035714 | 0.285714 | 1 | 13 | 168,242 | 120,320 | 3,934 | 1,471 | 172,176 | 0.41779 | 66.350241 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14883 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 0 | 0 | 0 | 0.333333 | 0 | 0 | 0 | 0 | 15 | 227,054 | 171,008 | 3,725 | 1,982 | 230,779 | 0.477484 | 97.503291 | {
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mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14883 | run-02 | 2 | 2.2.8 | anonymized | true | 5 | 0.5 | 0 | 0 | 0 | 0.333333 | 0 | 0 | 0 | 0 | 25 | 508,982 | 440,320 | 4,574 | 1,952 | 513,556 | 0.70069 | 98.368011 | {
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"function": "ray::ClusterResourceScheduler::FillResourceUsage",
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"end_line": 1072,
"bug_contribution": "The raylet emits sparse resource-usage heartbeats: resources_total and r... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-14883 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0.5 | 0 | 0 | 0 | 0.333333 | 0 | 0 | 0 | 0 | 26 | 505,799 | 460,288 | 3,559 | 1,407 | 509,358 | 0.564469 | 76.464762 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/cluster_resource_scheduler.cc",
"function": "ray::ClusterResourceScheduler::FillResourceUsage",
"start_line": 1045,
"end_line": 1072,
"bug_contribution": "This heartbeat/resource-report builder serializes resources_total as a d... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-15990 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 35 | 1,177,241 | 1,050,112 | 7,366 | 4,290 | 1,184,607 | 1.381681 | 160.084384 | {
"buggy_blocks": [
{
"file": "src/ray/object_manager/plasma/store.cc",
"function": "plasma::PlasmaStore::AllocateMemory",
"start_line": 222,
"end_line": 247,
"bug_contribution": "In Ray 1.3.0 this allocation failure path treated any positive space_needed from the eviction policy as ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-15990 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 46 | 1,670,779 | 1,525,248 | 8,055 | 4,640 | 1,678,834 | 1.731929 | 198.717719 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/cluster_task_manager.cc",
"function": "ray::ClusterTaskManager::DispatchScheduledTasksToWorkers",
"start_line": 158,
"end_line": 186,
"bug_contribution": "When a task's arguments are present but PinTaskArgsIfMemoryAvailable ref... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-15990 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 43 | 1,485,774 | 1,310,208 | 8,889 | 5,553 | 1,494,663 | 1.799604 | 190.705196 | {
"buggy_blocks": [
{
"file": "src/ray/object_manager/plasma/store.cc",
"function": "plasma::PlasmaStore::AllocateMemory",
"start_line": 230,
"end_line": 247,
"bug_contribution": "In Ray 1.3.0 this allocation path treated any positive space_needed after eviction as a permanent Plasma... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-16614 | run-01 | 1 | 2.2.8 | anonymized | true | 5 | 1 | 1 | 0 | 1 | 0.2 | 0.2 | 0 | 0.2 | 1 | 31 | 661,594 | 545,792 | 5,846 | 2,907 | 667,440 | 1.027286 | 136.63439 | {
"buggy_blocks": [
{
"file": "src/ray/common/bundle_spec.cc",
"function": "ray::BundleSpecification::ComputeBundleResourceLabels",
"start_line": 31,
"end_line": 52,
"bug_contribution": "For every resource in every placement-group bundle this creates two independent schedulable resou... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-16614 | run-02 | 2 | 2.2.8 | anonymized | true | 5 | 1 | 1 | 0 | 1 | 0.2 | 0.2 | 0 | 0.2 | 1 | 22 | 479,184 | 414,720 | 4,011 | 1,325 | 483,195 | 0.65001 | 78.70392 | {
"buggy_blocks": [
{
"file": "src/ray/common/bundle_spec.cc",
"function": "ray::BundleSpecification::ComputeBundleResourceLabels",
"start_line": 33,
"end_line": 48,
"bug_contribution": "For every resource in a placement-group bundle this creates two schedulable resource aliases: a b... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-16614 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0 | 1 | 0.25 | 0.25 | 0 | 0.25 | 1 | 20 | 330,703 | 266,752 | 3,604 | 1,495 | 334,307 | 0.561251 | 73.120585 | {
"buggy_blocks": [
{
"file": "src/ray/common/bundle_spec.cc",
"function": "ray::BundleSpecification::ComputeBundleResourceLabels",
"start_line": 33,
"end_line": 55,
"bug_contribution": "For every bundle resource, including GPU, this creates two schedulable resource labels with the s... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-22122 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.989583 | 1 | 0.5 | 0.333333 | 0.748031 | 0.333333 | 1 | 32 | 991,392 | 855,040 | 6,243 | 3,368 | 997,635 | 1.29657 | 135.941507 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::core::CoreWorkerDirectTaskSubmitter::RequestNewWorkerIfNeeded",
"start_line": 298,
"end_line": 306,
"bug_contribution": "This is the first place where the task-submission path si... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-22122 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0.989583 | 1 | 0.5 | 0.333333 | 0.798319 | 0.25 | 1 | 48 | 1,420,235 | 1,274,880 | 7,471 | 3,854 | 1,427,706 | 1.588345 | 190.738364 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::core::CoreWorkerDirectTaskSubmitter::SubmitTask",
"start_line": 78,
"end_line": 97,
"bug_contribution": "Each submitted normal task is appended to the core worker's local task_qu... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-22122 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 1 | 1 | 0.333333 | 0.25 | 0.761905 | 0.25 | 1 | 25 | 498,806 | 418,816 | 4,928 | 2,348 | 503,734 | 0.757198 | 110.328894 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::core::CoreWorkerDirectTaskSubmitter::ReportWorkerBacklogInternal",
"start_line": 261,
"end_line": 286,
"bug_contribution": "The CoreWorker aggregates the unsent task backlog corr... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-25699 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 0.5 | 0.5 | 1 | 0.5 | 0.5 | 0.5 | 0.178571 | 0.5 | 0.5 | 37 | 1,057,910 | 823,808 | 4,262 | 1,696 | 1,062,172 | 1.710274 | 106.949711 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/reference_count.cc",
"function": "ray::core::ReferenceCounter::OwnObjects",
"start_line": 35,
"end_line": 38,
"bug_contribution": "This helper is used to decide whether an idle worker can be gracefully exited, but it returns true whe... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-25699 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 0.5 | 0.666667 | 0.666667 | 0.096154 | 0.333333 | 1 | 47 | 1,731,131 | 1,605,632 | 6,612 | 3,333 | 1,737,743 | 1.628671 | 179.024693 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/reference_count.cc",
"function": "ray::core::ReferenceCounter::OwnObjects",
"start_line": 35,
"end_line": 38,
"bug_contribution": "This helper is used to decide whether an idle worker can be gracefully exited, but it returns true whe... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-25699 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.666667 | 0.666667 | 0.034483 | 0.666667 | 1 | 32 | 850,191 | 703,488 | 5,527 | 3,370 | 855,718 | 1.251069 | 131.678141 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/reference_count.cc",
"function": "ray::core::ReferenceCounter::OwnObjects",
"start_line": 35,
"end_line": 38,
"bug_contribution": "This helper is documented and used as an ownership predicate, but it returns true for any entry in obj... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-30229 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 1 | 1 | 1 | 0 | 0.15625 | 0.5 | 0 | 12 | 65,695 | 51,712 | 1,727 | 628 | 67,422 | 0.147581 | 38.924449 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "ReporterAgent._get_disk_io_stats",
"start_line": 431,
"end_line": 439,
"bug_contribution": "This helper assumes psutil.disk_io_counters() always returns an sdiskio namedtuple. On diskless/conta... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-30229 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 1 | 1 | 1 | 0 | 0.116279 | 0.333333 | 0 | 11 | 65,036 | 49,152 | 1,759 | 561 | 66,795 | 0.156766 | 38.981403 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "ray.dashboard.modules.reporter.reporter_agent.ReporterAgent._get_disk_io_stats",
"start_line": 432,
"end_line": 439,
"bug_contribution": "This method assumes psutil.disk_io_counters() always re... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-30229 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 1 | 1 | 1 | 0 | 0.092593 | 0.333333 | 0 | 13 | 88,657 | 61,952 | 1,817 | 536 | 90,474 | 0.219011 | 37.690468 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "ray.dashboard.modules.reporter.reporter_agent.ReporterAgent._get_disk_io_stats",
"start_line": 432,
"end_line": 439,
"bug_contribution": "This method assumes psutil.disk_io_counters() always re... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-38591 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45 | 1,060,518 | 966,656 | 7,720 | 4,074 | 1,068,238 | 1.184238 | 213.083151 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/fiber.h",
"function": "ray::core::FiberState::FiberState / ray::core::FiberState::EnqueueFiber",
"start_line": 107,
"end_line": 149,
"bug_contribution": "Every async actor task submitted through FiberState is materialized as a new de... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-38591 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 56 | 2,307,156 | 2,142,720 | 8,990 | 4,708 | 2,316,146 | 2.16324 | 218.16526 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/actor_scheduling_queue.cc",
"function": "ray::core::ActorSchedulingQueue::ScheduleRequests",
"start_line": 146,
"end_line": 174,
"bug_contribution": "For asyncio actors this loop drains every ready actor request and immedia... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-38591 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 45 | 1,619,394 | 1,515,520 | 9,239 | 4,528 | 1,628,633 | 1.5543 | 184.462314 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/fiber.h",
"function": "ray::core::FiberState::FiberState",
"start_line": 100,
"end_line": 141,
"bug_contribution": "The async actor executor creates and detaches a fresh boost::fibers::fiber for every actor request popped from the ch... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-41076 | run-01 | 1 | 2.2.8 | anonymized | true | 6 | 0.5 | 0.5 | 0.5 | 0.5 | 0.2 | 0.166667 | 0.017241 | 0.166667 | 1 | 16 | 209,355 | 174,592 | 3,138 | 886 | 212,493 | 0.355251 | 60.055124 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/modules/job/sdk.py",
"function": "ray.dashboard.modules.job.sdk.JobSubmissionClient.__init__",
"start_line": 82,
"end_line": 103,
"bug_contribution": "The constructor only type-checks the address, then unconditionally normalizes it ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-41076 | run-02 | 2 | 2.2.8 | anonymized | true | 7 | 0.5 | 0.5 | 0.5 | 0.5 | 0.166667 | 0.142857 | 0.014085 | 0.142857 | 0.5 | 14 | 153,839 | 123,904 | 2,966 | 803 | 156,805 | 0.300607 | 54.399442 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/modules/job/sdk.py",
"function": "ray.dashboard.modules.job.sdk.JobSubmissionClient.__init__",
"start_line": 82,
"end_line": 103,
"bug_contribution": "The public JobSubmissionClient constructor accepts user-provided addresses but on... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-41076 | run-03 | 3 | 2.2.8 | anonymized | true | 7 | 0.5 | 0.5 | 0.5 | 0.5 | 0.166667 | 0.142857 | 0.016129 | 0.142857 | 1 | 16 | 250,679 | 222,720 | 3,373 | 1,202 | 254,052 | 0.352345 | 63.553007 | {
"buggy_blocks": [
{
"file": "dashboard/modules/job/sdk.py",
"function": "ray.dashboard.modules.job.sdk.JobSubmissionClient.__init__",
"start_line": 82,
"end_line": 103,
"bug_contribution": "The constructor only checks that address is a string, then immediately normalizes it through... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-46315 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 1 | 0.833333 | 0.75 | 0.5 | 0.666667 | 0.045045 | 0.666667 | 1 | 25 | 395,841 | 339,968 | 3,622 | 1,473 | 399,463 | 0.558009 | 89.744847 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "ray::core::NormalTaskSubmitter::CancelTask",
"start_line": 711,
"end_line": 745,
"bug_contribution": "After MarkTaskCanceled succeeds, this code only fails tasks that are already in t... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-46315 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 0.5 | 1 | 0.666667 | 0.75 | 1 | 1 | 0.044444 | 1 | 1 | 22 | 272,030 | 225,280 | 3,143 | 1,331 | 275,173 | 0.44068 | 71.667325 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "ray::core::NormalTaskSubmitter::CancelTask",
"start_line": 716,
"end_line": 745,
"bug_contribution": "This cancellation path only fails a normal task if it is already in the schedulin... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-46315 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0.5 | 1 | 0.833333 | 0.75 | 0.5 | 0.666667 | 0.044643 | 0.666667 | 1 | 21 | 433,969 | 345,088 | 4,332 | 1,968 | 438,301 | 0.746909 | 90.748428 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "ray::core::NormalTaskSubmitter::CancelTask",
"start_line": 711,
"end_line": 745,
"bug_contribution": "This cancellation path first marks the TaskManager entry as cancelled, then handl... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-47668 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.333333 | 0.333333 | 0 | 0.333333 | 1 | 34 | 1,009,036 | 888,832 | 5,016 | 1,949 | 1,014,052 | 1.195916 | 118.096998 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/modules/node/node_head.py",
"function": "ray.dashboard.modules.node.node_head.NodeHead._update_node",
"start_line": 214,
"end_line": 243,
"bug_contribution": "After #47367 the dashboard consumes GCS node-info pubsub messages as delt... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-47668 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.333333 | 0.333333 | 0 | 0.333333 | 1 | 26 | 737,588 | 622,080 | 4,672 | 2,098 | 742,260 | 1.02874 | 101.431828 | {
"buggy_blocks": [
{
"file": "src/ray/gcs/gcs_server/gcs_node_manager.cc",
"function": "ray::gcs::GcsNodeManager::OnNodeFailure",
"start_line": 422,
"end_line": 445,
"bug_contribution": "This is the node-death path hit by killing the worker node. After removing the node, it publishe... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-47668 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0 | 1 | 0.333333 | 0.25 | 0 | 0.25 | 1 | 32 | 844,601 | 754,176 | 5,309 | 2,309 | 849,910 | 0.988483 | 118.582776 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/modules/node/node_head.py",
"function": "ray.dashboard.modules.node.node_head.NodeHead._update_node",
"start_line": 214,
"end_line": 243,
"bug_contribution": "This handler stores each GCS node pubsub message directly into DataSource... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54830 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 1 | 0 | 0.333333 | 0.5 | 0.666667 | 0 | 0.333333 | 1 | 10 | 131,945 | 98,816 | 2,334 | 929 | 134,279 | 0.285073 | 42.763257 | {
"buggy_blocks": [
{
"file": "python/ray/llm/_internal/serve/observability/usage_telemetry/usage.py",
"function": "ray.llm._internal.serve.observability.usage_telemetry.usage._get_or_create_telemetry_agent",
"start_line": 186,
"end_line": 203,
"bug_contribution": "This helper implem... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54830 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0.5 | 1 | 0.333333 | 0.666667 | 0.5 | 0.666667 | 0.083333 | 0.666667 | 1 | 11 | 140,220 | 110,080 | 1,889 | 399 | 142,109 | 0.26241 | 40.584877 | {
"buggy_blocks": [
{
"file": "python/ray/llm/_internal/serve/observability/usage_telemetry/usage.py",
"function": "ray.llm._internal.serve.observability.usage_telemetry.usage._get_or_create_telemetry_agent",
"start_line": 186,
"end_line": 203,
"bug_contribution": "This implements ge... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54830 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0.5 | 1 | 0 | 0.333333 | 0.5 | 0.5 | 0 | 0.25 | 1 | 12 | 160,806 | 129,536 | 2,353 | 738 | 163,159 | 0.291708 | 43.944416 | {
"buggy_blocks": [
{
"file": "python/ray/llm/_internal/serve/observability/usage_telemetry/usage.py",
"function": "ray.llm._internal.serve.observability.usage_telemetry.usage.TelemetryAgent",
"start_line": 59,
"end_line": 65,
"bug_contribution": "The telemetry agent is defined as a ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54841 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 1 | 0.333333 | 0.321429 | 0.333333 | 1 | 17 | 191,902 | 131,072 | 4,500 | 2,861 | 196,402 | 0.504686 | 99.163763 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "ray.data._internal.stats._get_or_create_stats_actor",
"start_line": 576,
"end_line": 593,
"bug_contribution": "This helper creates or retrieves the process-wide Ray Data stats actor and returns an ActorH... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54841 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 1 | 0.333333 | 0.321429 | 0.333333 | 1 | 13 | 136,353 | 93,696 | 3,734 | 2,281 | 140,087 | 0.372153 | 70.46529 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "ray.data._internal.stats._get_or_create_stats_actor",
"start_line": 576,
"end_line": 593,
"bug_contribution": "This helper creates the Ray Data stats actor as a named detached actor and, for non-Ray-Clie... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-54841 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 1 | 0.333333 | 0.321429 | 0.333333 | 1 | 19 | 284,874 | 233,472 | 5,400 | 3,502 | 290,274 | 0.535746 | 106.092454 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "ray.data._internal.stats._get_or_create_stats_actor",
"start_line": 576,
"end_line": 593,
"bug_contribution": "This creates the Ray Data stats actor as a named detached actor, but for non-Ray-Client driv... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60453 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 0.333333 | 0.371429 | 0.333333 | 0.5 | 0.666667 | 0.180556 | 0.666667 | 0.333333 | 18 | 289,684 | 238,592 | 2,880 | 1,136 | 292,564 | 0.461156 | 62.401831 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/planner/plan_udf_map_op.py",
"function": "ray.data._internal.planner.plan_udf_map_op.create_actor_context_init_fn",
"start_line": 656,
"end_line": 682,
"bug_contribution": "Callable-class Data UDFs are instantiated into ray.dat... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60453 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 0.5 | 0.514286 | 0.5 | 0.666667 | 0.75 | 0.439024 | 0.75 | 0.5 | 19 | 236,608 | 186,368 | 3,370 | 1,303 | 239,978 | 0.445484 | 72.109392 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/planner/plan_udf_map_op.py",
"function": "ray.data._internal.planner.plan_udf_map_op.create_actor_context_init_fn.<locals>.init_fn",
"start_line": 659,
"end_line": 680,
"bug_contribution": "Callable-class UDFs passed to Ray Dat... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60453 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 0.5 | 0.514286 | 0.5 | 0.666667 | 0.75 | 0.486486 | 0.75 | 0.5 | 21 | 303,947 | 269,824 | 3,617 | 1,180 | 307,564 | 0.414037 | 69.891036 | {
"buggy_blocks": [
{
"file": "python/ray/data/context.py",
"function": "ray.data.context.DataContext",
"start_line": 726,
"end_line": 731,
"bug_contribution": "Ray Data has a cleanup path for actor-pool UDFs, but it is guarded by the private DataContext flag `_enable_actor_pool_on_e... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60991 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 0.5 | 0.589744 | 0.5 | 0.5 | 0.333333 | 0.589744 | 0.333333 | 1 | 19 | 322,407 | 253,952 | 3,306 | 1,365 | 325,713 | 0.568431 | 74.971776 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "ray._private.services.find_node_ids",
"start_line": 367,
"end_line": 369,
"bug_contribution": "This helper resolves candidate node IDs by grepping every local raylet process for --node_id. The result is not... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60991 | run-02 | 2 | 2.2.8 | anonymized | true | 5 | 0.5 | 0.5 | 0.717949 | 0.5 | 0.5 | 0.25 | 0.307692 | 0.4 | 1 | 19 | 352,177 | 284,160 | 3,698 | 1,166 | 355,875 | 0.593105 | 74.891985 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "ray._private.services._find_address_from_flag",
"start_line": 334,
"end_line": 364,
"bug_contribution": "This helper is reused by find_node_ids() to discover candidate raylet node IDs, but it performs an un... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-60991 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0.5 | 0.5 | 0.692308 | 0.5 | 0.5 | 0.333333 | 0.5 | 0.5 | 1 | 16 | 176,743 | 134,656 | 2,590 | 729 | 179,333 | 0.355463 | 52.237348 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "ray._private.services.find_node_ids",
"start_line": 367,
"end_line": 369,
"bug_contribution": "This helper discovers candidate local nodes by scanning every local raylet process for its --node_id. It has no... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61604 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.025 | 0.5 | 1 | 17 | 208,389 | 181,248 | 2,272 | 743 | 210,661 | 0.294489 | 49.184985 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "ray._private.node.Node.__init__",
"start_line": 392,
"end_line": 429,
"bug_contribution": "For a local cluster created by ray.init(), the driver owns a Node created with connect_only=False. This block waits for... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61604 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.027027 | 0.5 | 1 | 12 | 114,988 | 64,512 | 1,657 | 444 | 116,645 | 0.334346 | 32.352776 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "ray._private.node.Node.__init__",
"start_line": 395,
"end_line": 429,
"bug_contribution": "After starting a new local node (the ray.init() path uses connect_only=False), this code waits for and stores node_info... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61604 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.026316 | 0.5 | 1 | 22 | 382,183 | 304,128 | 2,531 | 771 | 384,714 | 0.618269 | 63.264272 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "ray._private.node.Node.__init__",
"start_line": 394,
"end_line": 429,
"bug_contribution": "When ray.init() starts a new local cluster, Node is constructed with connect_only=False. This block waits for the newly... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61922 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.904762 | 0.5 | 1 | 20 | 291,391 | 218,112 | 3,394 | 1,965 | 294,785 | 0.577271 | 81.094874 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ray.actor.ActorMethod.options",
"start_line": 931,
"end_line": 950,
"bug_contribution": "ActorMethod.options() aliases the bound ActorMethod as func_cls and defines a local FuncWrapper class whose remote() and bind() m... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61922 | run-02 | 2 | 2.2.8 | anonymized | true | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 26 | 428,763 | 367,616 | 5,184 | 2,986 | 433,947 | 0.645063 | 109.802446 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ray.actor.ActorMethod.options",
"start_line": 931,
"end_line": 950,
"bug_contribution": "ActorMethod.options() aliases self to func_cls, then defines a per-call local FuncWrapper class whose remote() and bind() methods... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-61922 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.452381 | 0.5 | 1 | 17 | 211,762 | 176,640 | 4,094 | 2,629 | 215,856 | 0.38675 | 83.708748 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ray.actor.ActorMethod.options",
"start_line": 931,
"end_line": 950,
"bug_contribution": "ActorMethod.options() aliases the bound ActorMethod as func_cls, then defines a local FuncWrapper class whose remote() and bind()... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62328 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.142857 | 0.333333 | 0.5 | 0.333333 | 0.015152 | 0.333333 | 0.333333 | 12 | 138,125 | 112,640 | 3,438 | 1,643 | 141,563 | 0.286885 | 62.701519 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/experimental_mutable_object_manager.cc",
"function": "ray::experimental::MutableObjectManager::OpenSemaphores",
"start_line": 130,
"end_line": 180,
"bug_contribution": "This is the direct crash site. The shared PlasmaObjectHeader fie... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62328 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.142857 | 0.333333 | 0.5 | 0.333333 | 0.012048 | 0.333333 | 0.333333 | 14 | 168,286 | 133,120 | 4,358 | 2,443 | 172,644 | 0.37313 | 84.374305 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/experimental_mutable_object_manager.cc",
"function": "ray::experimental::MutableObjectManager::OpenSemaphores",
"start_line": 129,
"end_line": 180,
"bug_contribution": "This is the crashing block. The mutable-object header contains a... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62328 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 0.333333 | 0.142857 | 0.333333 | 0.333333 | 0.25 | 0.00813 | 0.25 | 0.333333 | 19 | 414,251 | 338,944 | 4,025 | 1,694 | 418,276 | 0.666757 | 86.126214 | {
"buggy_blocks": [
{
"file": "python/ray/experimental/channel/utils.py",
"function": "ray.experimental.channel.utils.split_actors_by_node_locality",
"start_line": 46,
"end_line": 73,
"bug_contribution": "Compiled Graph channel construction classifies endpoints as safe for same-node ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62430 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0 | 0 | 0.333333 | 0 | 0 | 0 | 0 | 37 | 1,141,533 | 1,047,552 | 7,645 | 4,338 | 1,149,178 | 1.223031 | 158.559341 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_resource_manager.cc",
"function": "ray::LocalResourceManager::SetResourceIdle",
"start_line": 264,
"end_line": 269,
"bug_contribution": "This helper unconditionally overwrites the idle timestamp for a resource every time ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62430 | run-02 | 2 | 2.2.8 | anonymized | true | 6 | 1 | 1 | 1 | 1 | 0.25 | 0.166667 | 0.168831 | 0.166667 | 1 | 30 | 930,423 | 837,120 | 6,412 | 3,217 | 936,835 | 1.077435 | 146.867331 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_resource_manager.cc",
"function": "ray::LocalResourceManager::MarkFootprintAsBusy",
"start_line": 128,
"end_line": 143,
"bug_contribution": "Worker-lease activity is folded into the same idle_time_states_ map that is late... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-62430 | run-03 | 3 | 2.2.8 | anonymized | true | 5 | 1 | 0 | 0 | 0 | 0.25 | 0 | 0 | 0 | 1 | 49 | 2,164,103 | 2,073,088 | 7,489 | 3,518 | 2,171,592 | 1.716289 | 185.477575 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_resource_manager.cc",
"function": "ray::LocalResourceManager::MarkFootprintAsIdle",
"start_line": 169,
"end_line": 200,
"bug_contribution": "This method treats a WorkFootprint idle notification as a fresh idleness start w... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8749 | run-01 | 1 | 2.2.8 | anonymized | true | 6 | 1 | 1 | 1 | 1 | 0.25 | 0.166667 | 0.15873 | 0.166667 | 1 | 17 | 241,978 | 198,144 | 3,673 | 1,300 | 245,651 | 0.428432 | 73.153985 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/worker_pool.cc",
"function": "ray::raylet::WorkerPool::GetNextFreePort",
"start_line": 298,
"end_line": 310,
"bug_contribution": "When a fixed worker port range is configured, the raylet allocates ports only by popping from an in-memory F... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8749 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 1 | 1 | 0.25 | 0 | 0.088496 | 0.25 | 1 | 25 | 569,134 | 521,216 | 5,365 | 2,640 | 574,499 | 0.661148 | 180.421533 | {
"buggy_blocks": [
{
"file": "src/ray/rpc/grpc_server.cc",
"function": "ray::rpc::GrpcServer::Run",
"start_line": 45,
"end_line": 74,
"bug_contribution": "When gRPC cannot bind the requested CoreWorker port (the reported EADDRINUSE path), BuildAndStart can fail without making port_ ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8749 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 1 | 1 | 0.333333 | 0 | 0.2 | 0.25 | 1 | 22 | 442,456 | 378,880 | 3,862 | 1,644 | 446,318 | 0.62318 | 78.892846 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/core_worker.cc",
"function": "ray::CoreWorkerProcess::Shutdown",
"start_line": 73,
"end_line": 83,
"bug_contribution": "Driver shutdown tells the raylet to disconnect the driver before the CoreWorker object, and therefore its core_wo... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8889 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.333333 | 0.333333 | 0.074074 | 0.333333 | 1 | 39 | 816,136 | 727,040 | 5,438 | 2,371 | 821,574 | 0.97214 | 132.091075 | {
"buggy_blocks": [
{
"file": "rllib/evaluation/sampler.py",
"function": "ray.rllib.evaluation.sampler._process_policy_eval_results",
"start_line": 890,
"end_line": 910,
"bug_contribution": "This block clips the sampled action in-place before unbatching and then records that clipped ... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8889 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.333333 | 0.333333 | 0.042553 | 0.333333 | 1 | 40 | 1,517,478 | 1,426,944 | 7,219 | 3,366 | 1,524,697 | 1.382712 | 197.467976 | {
"buggy_blocks": [
{
"file": "rllib/evaluation/sampler.py",
"function": "ray.rllib.evaluation.sampler._process_policy_eval_results",
"start_line": 890,
"end_line": 910,
"bug_contribution": "This block clips the sampled continuous action in-place before unbatching it and before savin... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | ray-8889 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.066667 | 0.5 | 1 | 31 | 422,004 | 377,856 | 3,636 | 1,376 | 425,640 | 0.518748 | 106.438402 | {
"buggy_blocks": [
{
"file": "rllib/evaluation/sampler.py",
"function": "ray.rllib.evaluation.sampler._process_policy_eval_results",
"start_line": 890,
"end_line": 910,
"bug_contribution": "This block clips the sampled policy action before unbatching it, then uses the same clipped v... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-16818 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 39 | 1,614,531 | 1,438,720 | 5,891 | 2,735 | 1,620,422 | 1.775145 | 145.654748 | {
"buggy_blocks": [
{
"file": "components/resolved_ts/src/cmd.rs",
"function": "resolved_ts::cmd::group_row_changes",
"start_line": 242,
"end_line": 255,
"bug_contribution": "This block handles every CF_LOCK Put by inserting it into a single RowChange slot keyed only by the user key,... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-16818 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 33 | 950,295 | 882,688 | 4,333 | 1,635 | 954,628 | 0.909369 | 106.202023 | {
"buggy_blocks": [
{
"file": "components/resolved_ts/src/cmd.rs",
"function": "resolved_ts::cmd::group_row_changes",
"start_line": 242,
"end_line": 254,
"bug_contribution": "The resolved-ts observer encodes all lock-CF mutations in one raft command into a single RowChange per user k... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-16818 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 28 | 1,047,001 | 960,000 | 4,098 | 1,875 | 1,051,099 | 1.037945 | 100.769998 | {
"buggy_blocks": [
{
"file": "src/storage/txn/commands/flush.rs",
"function": "storage::txn::commands::flush::Flush::flush",
"start_line": 137,
"end_line": 149,
"bug_contribution": "A Flush request is processed by iterating the mutation vector exactly as received and calling prewrit... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-17830 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 15 | 158,818 | 120,832 | 2,905 | 1,528 | 161,723 | 0.337496 | 61.927629 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "<tikv::import::sst_service::ImportSstService<E> as kvproto::import_sstpb_grpc::ImportSst>::duplicate_detect",
"start_line": 1265,
"end_line": 1281,
"bug_contribution": "In the snapshot-error path, duplicate_detec... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-17830 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 20 | 273,994 | 241,152 | 3,658 | 1,983 | 277,652 | 0.394526 | 76.780392 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "<tikv::import::sst_service::ImportSstService<E> as kvproto::import_sstpb::ImportSst>::duplicate_detect",
"start_line": 1261,
"end_line": 1282,
"bug_contribution": "In the snapshot-error path of the server-streami... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-17830 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 18 | 208,543 | 162,304 | 3,198 | 1,670 | 211,741 | 0.408287 | 73.213382 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "<tikv::import::sst_service::ImportSstService as kvproto::protos::import_sstpb_grpc::ImportSst>::duplicate_detect",
"start_line": 1265,
"end_line": 1281,
"bug_contribution": "When async_snapshot returns a region e... |
mini-swe-agent__gpt-5.5 | Mini-SWE-Agent | GPT-5.5 | tikv-18317 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 1 | 1 | 1 | 0 | 0.156863 | 0.666667 | 1 | 19 | 218,209 | 172,544 | 5,218 | 3,488 | 223,427 | 0.471137 | 104.492257 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "check_import_resources",
"start_line": 115,
"end_line": 142,
"bug_contribution": "PR #18248 replaced the importer's cheap global high-water check with a fresh SysQuota::memory_limit_in_bytes() based threshold on ... |
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