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|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135981 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 1 | 0.5 | 0.083333 | 0.5 | 1 | 1 | 1 | 1 | 0.5 | 24 | 275,155 | 252,480 | 5,273 | 2,515 | 280,428 | 0 | 155.756865 | {
"buggy_blocks": [
{
"file": "pkg/scheduler/backend/queue/scheduling_queue.go",
"function": "k8s.io/kubernetes/pkg/scheduler/backend/queue.PriorityQueue.runPreEnqueuePlugin",
"start_line": 613,
"end_line": 614,
"bug_contribution": "When a PreEnqueue plugin fails, the code unconditio... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135981 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0.5 | 0.166667 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.5 | 31 | 569,395 | 538,304 | 6,709 | 2,151 | 576,104 | 0 | 180.726687 | {
"buggy_blocks": [
{
"file": "pkg/scheduler/backend/queue/scheduling_queue.go",
"function": "pkg/scheduler/backend/queue.PriorityQueue.runPreEnqueuePlugin",
"start_line": 612,
"end_line": 614,
"bug_contribution": "This is the primary bug location. When a PreEnqueue plugin rejects a ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135981 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 1 | 0.5 | 0.166667 | 0.5 | 1 | 1 | 1 | 1 | 0.5 | 38 | 669,572 | 638,080 | 9,855 | 5,548 | 679,427 | 0 | 260.125903 | {
"buggy_blocks": [
{
"file": "pkg/scheduler/backend/queue/scheduling_queue.go",
"function": "k8s.io/kubernetes/pkg/scheduler/backend/queue.PriorityQueue.runPreEnqueuePlugin",
"start_line": 612,
"end_line": 614,
"bug_contribution": "When a PreEnqueue plugin fails, this code unconditi... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135983 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 1 | 0.333333 | 0.5 | 0.333333 | 1 | 36 | 469,721 | 445,312 | 6,537 | 2,450 | 476,258 | 0 | 177.381755 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "NewController",
"start_line": 159,
"end_line": 195,
"bug_contribution": "The NewController function registers informer event handlers for Pods (line 159) and ResourceClaims (line 172), but does N... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135983 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.791667 | 1 | 1 | 0.333333 | 0.413043 | 0.333333 | 1 | 31 | 688,745 | 653,376 | 7,032 | 2,715 | 695,777 | 0 | 169.408817 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "k8s.io/kubernetes/pkg/controller/resourceclaim.NewController",
"start_line": 153,
"end_line": 189,
"bug_contribution": "The NewController function registers event handlers for the pod informer (l... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-135983 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 1 | 1 | 1 | 0.25 | 0.224299 | 0.25 | 1 | 26 | 534,972 | 499,264 | 7,504 | 3,534 | 542,476 | 0 | 158.063583 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "(*Controller).processNextWorkItem",
"start_line": 459,
"end_line": 463,
"bug_contribution": "When syncHandler returns an error (including when the referenced ResourceClaimTemplate does not exist)... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136014 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0.333333 | 0.473684 | 0.666667 | 0.5 | 0.5 | 0.576923 | 0.5 | 0.333333 | 21 | 366,736 | 336,960 | 5,577 | 2,505 | 372,313 | 0 | 129.763361 | {
"buggy_blocks": [
{
"file": "cmd/kubeadm/app/phases/etcd/local.go",
"function": "k8s.io/kubernetes/cmd/kubeadm/app/phases/etcd.CreateStackedEtcdStaticPodManifestFile",
"start_line": 164,
"end_line": 189,
"bug_contribution": "After writing the etcd static pod manifest (line 166), th... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136014 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0.333333 | 0.473684 | 0.666667 | 0.5 | 0.5 | 0.75 | 0.5 | 0.333333 | 44 | 1,218,422 | 1,167,680 | 10,810 | 5,416 | 1,229,232 | 0 | 250.69329 | {
"buggy_blocks": [
{
"file": "cmd/kubeadm/app/phases/etcd/local.go",
"function": "CreateStackedEtcdStaticPodManifestFile",
"start_line": 175,
"end_line": 182,
"bug_contribution": "After writing the etcd static pod manifest (line 166), this block immediately attempts to promote the l... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136014 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 0.333333 | 0.473684 | 0.666667 | 0.5 | 0.5 | 0.436893 | 0.5 | 0.333333 | 16 | 273,503 | 246,464 | 3,454 | 1,694 | 276,957 | 0 | 75.306275 | {
"buggy_blocks": [
{
"file": "cmd/kubeadm/app/phases/etcd/local.go",
"function": "k8s.io/kubernetes/cmd/kubeadm/app/phases/etcd.CreateStackedEtcdStaticPodManifestFile",
"start_line": 140,
"end_line": 190,
"bug_contribution": "This function orchestrates the entire flow of adding a ne... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136026 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.5 | 1 | 1 | 0.333333 | 0.1875 | 0.666667 | 1 | 6 | 24,857 | 17,984 | 1,724 | 615 | 26,581 | 0 | 37.049479 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/pluginmanager/operationexecutor/operation_executor_test.go",
"function": "setup",
"start_line": 181,
"end_line": 181,
"bug_contribution": "Creates an unbuffered channel 'ch' (make(chan interface{})). Because it is unbuffered, any send on 'ch... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136026 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0 | 1 | 0.5 | 0.25 | 0 | 0.25 | 1 | 5 | 23,095 | 17,856 | 2,129 | 881 | 25,224 | 0 | 36.622876 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/pluginmanager/operationexecutor/operation_executor_test.go",
"function": "setup",
"start_line": 179,
"end_line": 183,
"bug_contribution": "Creates an unbuffered channel `ch` via `make(chan interface{})`. Because the channel is unbuffered, an... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136026 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.5 | 1 | 1 | 0.333333 | 0.130435 | 0.666667 | 1 | 5 | 40,503 | 31,744 | 2,192 | 1,025 | 42,695 | 0 | 43.827457 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/pluginmanager/operationexecutor/operation_executor_test.go",
"function": "setup",
"start_line": 179,
"end_line": 183,
"bug_contribution": "Creates an unbuffered channel `ch` at line 181. Because `ch` is unbuffered, any goroutine performing `... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136028 | run-01 | 1 | 2.2.8 | anonymized | true | 26 | 1 | 1 | 0 | 1 | 0.058824 | 0.05 | 0 | 0.038462 | 1 | 17 | 192,439 | 169,024 | 10,393 | 1,334 | 202,832 | 0 | 200.695032 | {
"buggy_blocks": [
{
"file": "pkg/controller/garbagecollector/garbagecollector.go",
"function": "gc.attemptToDeleteWorker",
"start_line": 363,
"end_line": 363,
"bug_contribution": "Logger.V(5).Error() is used to log an error when syncing an item fails. Since Error-level logs ignore ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136028 | run-02 | 2 | 2.2.8 | anonymized | true | 26 | 1 | 1 | 0 | 1 | 0.058824 | 0.05 | 0 | 0.038462 | 1 | 27 | 284,337 | 258,304 | 12,034 | 2,379 | 296,371 | 0 | 210.66583 | {
"buggy_blocks": [
{
"file": "pkg/controller/garbagecollector/garbagecollector.go",
"function": "gc.attemptToDeleteWorker",
"start_line": 363,
"end_line": 363,
"bug_contribution": "logger.V(5).Error() is used to log item sync errors. Since Error() ignores verbosity levels, this erro... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136028 | run-03 | 3 | 2.2.8 | anonymized | true | 26 | 1 | 1 | 0 | 1 | 0.058824 | 0.05 | 0 | 0.038462 | 1 | 20 | 257,363 | 234,240 | 9,803 | 1,884 | 267,166 | 0 | 156.75146 | {
"buggy_blocks": [
{
"file": "pkg/controller/garbagecollector/garbagecollector.go",
"function": "(*GarbageCollector).attemptToDeleteWorker",
"start_line": 363,
"end_line": 363,
"bug_contribution": "logger.V(5).Error(err, ...) is called for an error syncing an item. The V(5) verbosit... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136037 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 0.5 | 1 | 18 | 102,720 | 91,520 | 3,093 | 1,418 | 105,813 | 0 | 72.03494 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/kubelet.go",
"function": "k8s.io/kubernetes/pkg/kubelet.(*Kubelet).HandlePodUpdates",
"start_line": 2830,
"end_line": 2830,
"bug_contribution": "This line unconditionally dereferences oldPod to construct oldPodInfo (&oldPod.Spec, &oldPod.Sta... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136037 | run-02 | 2 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 0.666667 | 1 | 1 | 0 | 0.137931 | 1 | 1 | 29 | 208,122 | 193,920 | 4,912 | 3,065 | 213,034 | 0 | 122.673468 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/kubelet.go",
"function": "k8s.io/kubernetes/pkg/kubelet.(*Kubelet).HandlePodUpdates",
"start_line": 2801,
"end_line": 2830,
"bug_contribution": "On line 2801, GetPodByUID returns nil when the pod is not yet in the pod manager (e.g., a DELETE... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136037 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 0.666667 | 1 | 1 | 0 | 0.137931 | 1 | 1 | 22 | 161,863 | 149,824 | 3,995 | 769 | 165,858 | 0 | 94.415277 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/kubelet.go",
"function": "k8s.io/kubernetes/pkg/kubelet.(*Kubelet).HandlePodUpdates",
"start_line": 2801,
"end_line": 2830,
"bug_contribution": "At line 2802, `oldPod, _ := kl.podManager.GetPodByUID(pod.UID)` can return nil when the pod has ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136206 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 55 | 2,559,519 | 2,478,272 | 33,422 | 26,777 | 2,592,941 | 0 | 599.17762 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/status/status_manager.go",
"function": "k8s.io/kubernetes/pkg/kubelet/status.(*manager).updateStatusInternal",
"start_line": 825,
"end_line": 826,
"bug_contribution": "The assignment `status.StartTime = oldStatus.StartTime` copies a *metav1.... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136206 | run-02 | 2 | 2.2.8 | anonymized | true | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 31 | 998,305 | 952,320 | 19,645 | 16,018 | 1,017,950 | 0 | 339.599339 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/status/status_manager.go",
"function": "k8s.io/kubernetes/pkg/kubelet/status.(*manager).updateStatusInternal",
"start_line": 825,
"end_line": 826,
"bug_contribution": "Line 826 (pre-fix: `status.StartTime = oldStatus.StartTime`) performs a s... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136206 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.2 | 61 | 3,790,455 | 3,635,968 | 104,236 | 97,051 | 3,894,691 | 0 | 1,430.068354 | {
"buggy_blocks": [
{
"file": "pkg/kubelet/status/status_manager.go",
"function": "k8s.io/kubernetes/pkg/kubelet/status.(*manager).syncBatch",
"start_line": 956,
"end_line": 1029,
"bug_contribution": "syncBatch copies versionedPodStatus values from the podStatuses map using a shallow... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136450 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 25 | 372,265 | 347,264 | 5,165 | 2,351 | 377,430 | 0 | 135.810524 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "k8s.io/kubernetes/pkg/controller/resourceclaim.Controller.syncClaim",
"start_line": 900,
"end_line": 901,
"bug_contribution": "When the syncClaim loop encounters a non-pod ReservedFor entry (e.g.... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136450 | run-02 | 2 | 2.2.8 | anonymized | true | 1 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 23 | 193,591 | 177,984 | 3,828 | 1,346 | 197,419 | 0 | 109.819364 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "pkg/controller/resourceclaim.Controller.syncClaim",
"start_line": 898,
"end_line": 901,
"bug_contribution": "When the syncClaim function iterates over ReservedFor entries and encounters a non-pod... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136450 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 1 | 0 | 0.375 | 1 | 1 | 0 | 0.054545 | 1 | 1 | 13 | 121,375 | 105,856 | 2,281 | 922 | 123,656 | 0 | 50.605036 | {
"buggy_blocks": [
{
"file": "pkg/controller/resourceclaim/controller.go",
"function": "pkg/controller/resourceclaim.(*Controller).syncClaim",
"start_line": 846,
"end_line": 901,
"bug_contribution": "The loop over claim.Status.ReservedFor only handles pod references (APIGroup==\"\" ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136509 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 1 | 0 | 0.866667 | 1 | 1 | 0 | 0.245283 | 0.5 | 1 | 26 | 296,023 | 273,984 | 9,176 | 5,659 | 305,199 | 0 | 193.186511 | {
"buggy_blocks": [
{
"file": "staging/src/k8s.io/client-go/tools/cache/shared_informer.go",
"function": "k8s.io/client-go/tools/cache/sharedProcessor.distribute",
"start_line": 867,
"end_line": 883,
"bug_contribution": "This function acquires an RLock on listenersLock and holds it v... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136509 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.6 | 1 | 1 | 0.333333 | 0.236842 | 0.666667 | 1 | 35 | 728,479 | 696,256 | 11,507 | 7,143 | 739,986 | 0 | 263.246339 | {
"buggy_blocks": [
{
"file": "staging/src/k8s.io/client-go/tools/cache/shared_informer.go",
"function": "sharedProcessor.distribute",
"start_line": 867,
"end_line": 881,
"bug_contribution": "This method acquires listenersLock.RLock() and holds it across the entire loop that calls li... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136509 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.933333 | 1 | 1 | 0.333333 | 0.229508 | 0.666667 | 1 | 27 | 542,137 | 513,344 | 8,335 | 4,757 | 550,472 | 0 | 183.50214 | {
"buggy_blocks": [
{
"file": "staging/src/k8s.io/client-go/tools/cache/shared_informer.go",
"function": "k8s.io/client-go/tools/cache.sharedProcessor.distribute",
"start_line": 867,
"end_line": 884,
"bug_contribution": "This method acquires a read lock (RLock) on listenersLock and t... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136534 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.4 | 1 | 1 | 0.333333 | 0.105263 | 0.666667 | 1 | 7 | 30,623 | 22,912 | 1,793 | 418 | 32,416 | 0 | 42.296997 | {
"buggy_blocks": [
{
"file": "pkg/util/resource/resource.go",
"function": "k8s.io/kubectl/pkg/util/resource.max",
"start_line": 155,
"end_line": 159,
"bug_contribution": "The max() function calls a.DeepCopy() to initialize its result, but when 'a' is a nil ResourceList (a map type),... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136534 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.6 | 1 | 1 | 0.333333 | 0.136364 | 0.666667 | 1 | 8 | 47,842 | 39,744 | 2,562 | 1,168 | 50,404 | 0 | 51.771073 | {
"buggy_blocks": [
{
"file": "staging/src/k8s.io/kubectl/pkg/util/resource/resource.go",
"function": "k8s.io/kubectl/pkg/util/resource.max",
"start_line": 154,
"end_line": 160,
"bug_contribution": "The max() function calls a.DeepCopy() on the first argument 'a' to initialize the res... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | kubernetes-136534 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0.6 | 1 | 1 | 0.333333 | 0.136364 | 0.666667 | 1 | 9 | 67,574 | 57,344 | 2,524 | 994 | 70,098 | 0 | 56.175984 | {
"buggy_blocks": [
{
"file": "staging/src/k8s.io/kubectl/pkg/util/resource/resource.go",
"function": "k8s.io/kubectl/pkg/util/resource.max",
"start_line": 154,
"end_line": 160,
"bug_contribution": "The max() function initializes its result via `a.DeepCopy()`. When the first argument... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14264 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 0.5 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 1 | 26 | 994,319 | 937,984 | 20,079 | 15,910 | 1,014,398 | 0 | 334.845151 | {
"buggy_blocks": [
{
"file": "python/ray/autoscaler/_private/aws/node_provider.py",
"function": "ray.autoscaler._private.aws.node_provider.AWSNodeProvider.node_tags",
"start_line": 168,
"end_line": 172,
"bug_contribution": "This is the immediate crash site. node_tags() accesses self... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14264 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0.5 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0.666667 | 34 | 1,232,916 | 1,172,992 | 34,917 | 30,178 | 1,267,833 | 0 | 529.151847 | {
"buggy_blocks": [
{
"file": "python/ray/autoscaler/_private/aws/node_provider.py",
"function": "ray.autoscaler._private.aws.node_provider.AWSNodeProvider.node_tags",
"start_line": 169,
"end_line": 172,
"bug_contribution": "node_tags() accesses self.tag_cache[node_id] using bracket ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14264 | run-03 | 3 | 2.2.8 | anonymized | true | 5 | 0.5 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 1 | 31 | 1,017,019 | 964,160 | 25,742 | 20,951 | 1,042,761 | 0 | 456.250685 | {
"buggy_blocks": [
{
"file": "python/ray/autoscaler/_private/aws/node_provider.py",
"function": "ray.autoscaler._private.aws.node_provider.AWSNodeProvider.node_tags",
"start_line": 168,
"end_line": 172,
"bug_contribution": "Performs an unguarded dict lookup `self.tag_cache[node_id]`... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14883 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 62 | 1,687,955 | 1,634,112 | 18,553 | 11,698 | 1,706,508 | 0 | 447.905288 | {
"buggy_blocks": [
{
"file": "src/ray/gcs/gcs_server/gcs_resource_manager.cc",
"function": "ray::gcs::GcsResourceManager::UpdateNodeResourceUsage",
"start_line": 244,
"end_line": 266,
"bug_contribution": "This function replaces the entire resources_total and resources_available maps... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14883 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 0.5 | 0 | 0 | 0 | 0.333333 | 0 | 0 | 0 | 0.5 | 53 | 1,984,105 | 1,928,512 | 19,609 | 13,330 | 2,003,714 | 0 | 419.311806 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/cluster_resource_scheduler.cc",
"function": "ClusterResourceScheduler::FillResourceUsage",
"start_line": 1012,
"end_line": 1075,
"bug_contribution": "This function sends only delta/diff updates for resources_total and resources... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-14883 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 0.5 | 0 | 0 | 0 | 0.5 | 0 | 0 | 0 | 0 | 76 | 2,324,409 | 2,264,320 | 19,472 | 11,433 | 2,343,881 | 0 | 453.701787 | {
"buggy_blocks": [
{
"file": "src/ray/gcs/gcs_server/gcs_resource_manager.cc",
"function": "ray::gcs::GcsResourceManager::UpdateNodeResourceUsage",
"start_line": 253,
"end_line": 254,
"bug_contribution": "This is the primary root cause. When the GCS receives a partial resource updat... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-15990 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 109 | 8,351,816 | 8,171,712 | 103,578 | 91,075 | 8,455,394 | 0 | 1,531.312934 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::CoreWorkerDirectTaskSubmitter::RequestNewWorkerIfNeeded",
"start_line": 254,
"end_line": 345,
"bug_contribution": "The RAY_CHECK(pending_lease_request.first) at line 302 inside t... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-15990 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 83 | 6,740,059 | 6,557,504 | 92,312 | 82,387 | 6,832,371 | 0 | 1,227.217147 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::CoreWorkerDirectTaskSubmitter::RequestNewWorkerIfNeeded",
"start_line": 294,
"end_line": 345,
"bug_contribution": "The RequestWorkerLease callback (lines 296-343) contains a RAY_... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-15990 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 105 | 8,367,815 | 8,207,296 | 87,776 | 76,451 | 8,455,591 | 0 | 1,285.101587 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_task_transport.cc",
"function": "ray::CoreWorkerDirectTaskSubmitter::RequestNewWorkerIfNeeded",
"start_line": 294,
"end_line": 306,
"bug_contribution": "The RequestWorkerLease callback uses scheduling_key_entries_[sc... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-16614 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 0 | 1 | 0.5 | 0.5 | 0 | 0.5 | 1 | 150 | 7,024,248 | 6,898,944 | 62,792 | 47,292 | 7,087,040 | 0 | 1,123.904596 | {
"buggy_blocks": [
{
"file": "python/ray/worker.py",
"function": "ray.worker.get_gpu_ids",
"start_line": 497,
"end_line": 504,
"bug_contribution": "The get_gpu_ids() function collects GPU instance IDs from ALL resources matching 'GPU' or starting with 'GPU_group_'. This includes bot... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-16614 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.333333 | 0.333333 | 0 | 0.333333 | 1 | 81 | 4,331,734 | 4,222,784 | 33,079 | 24,333 | 4,364,813 | 0 | 567.510302 | {
"buggy_blocks": [
{
"file": "python/ray/worker.py",
"function": "get_gpu_ids",
"start_line": 483,
"end_line": 519,
"bug_contribution": "The function collects GPU IDs from all resources whose names start with 'GPU_group_', which includes both the aggregate placement group resource (... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-16614 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.333333 | 0.333333 | 0 | 0.333333 | 1 | 121 | 6,817,420 | 6,687,936 | 34,379 | 20,464 | 6,851,799 | 0 | 716.860874 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/core_worker.cc",
"function": "AddPlacementGroupConstraint",
"start_line": 1638,
"end_line": 1658,
"bug_contribution": "This function adds both the wildcard placement group resource (e.g., GPU_group_<pg_id>) and the indexed placement ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-22122 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.5 | 0.333333 | 0.70073 | 0.333333 | 1 | 129 | 11,253,175 | 11,062,464 | 105,665 | 91,244 | 11,358,840 | 0 | 1,615.556204 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/scheduler_resource_reporter.cc",
"function": "ray::raylet::SchedulerResourceReporter::FillResourceUsage",
"start_line": 53,
"end_line": 168,
"bug_contribution": "This method only populates resource_load_by_shape entries (which ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-22122 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.333333 | 0.333333 | 0.308682 | 0.333333 | 1 | 91 | 6,519,889 | 6,351,616 | 97,892 | 87,711 | 6,617,781 | 0 | 1,439.501893 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/scheduler_resource_reporter.cc",
"function": "ray::raylet::SchedulerResourceReporter::FillResourceUsage",
"start_line": 44,
"end_line": 165,
"bug_contribution": "FillResourceUsage only creates ResourceDemand entries by iteratin... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-22122 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 0.5 | 0.5 | 0.644295 | 0.5 | 1 | 72 | 4,959,180 | 4,785,280 | 113,038 | 105,082 | 5,072,218 | 0 | 1,426.181306 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/scheduler_resource_reporter.cc",
"function": "ray::raylet::SchedulerResourceReporter::FillResourceUsage",
"start_line": 53,
"end_line": 165,
"bug_contribution": "The backlog_size (tasks queued in core workers awaiting lease) is... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-25699 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 162 | 12,316,418 | 12,111,296 | 132,017 | 113,765 | 12,448,435 | 0 | 2,213.175245 | {
"buggy_blocks": [
{
"file": "python/ray/_raylet.pyx",
"function": "execute_task",
"start_line": 808,
"end_line": 818,
"bug_contribution": "RayObjectsToDataMetadataPairs(c_args) creates Python Buffer objects that hold shared_ptr references to plasma-backed CBuffer objects (via Track... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-25699 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 73 | 4,098,041 | 3,955,392 | 106,535 | 97,805 | 4,204,576 | 0 | 1,385.269717 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/execution/operators/map_operator.py",
"function": "ray.data._internal.execution.operators.map_operator.MapOperator.start",
"start_line": 144,
"end_line": 145,
"bug_contribution": "The user transform function (which captures the... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-25699 | run-03 | 3 | 2.2.8 | anonymized | true | 5 | 0.5 | 0.5 | 1 | 0.5 | 0.333333 | 0.2 | 0.048544 | 0.2 | 0.5 | 137 | 10,789,841 | 10,591,808 | 96,608 | 79,783 | 10,886,449 | 0 | 1,596.738501 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/compute.py",
"function": "ray.data._internal.compute.TaskPoolStrategy._apply",
"start_line": 118,
"end_line": 132,
"bug_contribution": "The user function `fn` (e.g. `leak_repro`) is passed as a value argument to `_map_block_nos... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-30229 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 1 | 1 | 1 | 0 | 0.131579 | 0.5 | 0 | 17 | 68,234 | 59,968 | 3,031 | 822 | 71,265 | 0 | 61.533833 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "reporter_agent.ReporterAgent._get_disk_io_stats",
"start_line": 431,
"end_line": 439,
"bug_contribution": "psutil.disk_io_counters() returns None on diskless nodes (e.g. Databricks clusters). T... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-30229 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 1 | 1 | 1 | 0 | 0.16129 | 0.5 | 0 | 9 | 26,022 | 21,888 | 1,901 | 538 | 27,923 | 0 | 37.737586 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "reporter_agent.ReporterAgent._get_disk_io_stats",
"start_line": 432,
"end_line": 440,
"bug_contribution": "psutil.disk_io_counters() returns None on diskless nodes (e.g., Databricks clusters wi... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-30229 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 0 | 1 | 1 | 1 | 0 | 0.131579 | 0.5 | 0 | 9 | 45,252 | 36,864 | 2,074 | 365 | 47,326 | 0 | 40.411689 | {
"buggy_blocks": [
{
"file": "dashboard/modules/reporter/reporter_agent.py",
"function": "reporter_agent._get_disk_io_stats",
"start_line": 431,
"end_line": 439,
"bug_contribution": "psutil.disk_io_counters() returns None on systems without physical disks (e.g. diskless Databricks n... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-38591 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 211 | 19,921,867 | 19,698,688 | 110,231 | 97,217 | 20,032,098 | 0 | 1,858.033329 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/direct_actor_transport.cc",
"function": "CoreWorkerDirectTaskReceiver::HandleTask",
"start_line": 80,
"end_line": 86,
"bug_contribution": "The accept_callback lambda captures 'task_spec' (a full TaskSpecification copy) and ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-38591 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 176 | 17,285,617 | 17,092,800 | 74,328 | 63,064 | 17,359,945 | 0 | 1,346.46224 | {
"buggy_blocks": [
{
"file": "python/ray/_raylet.pyx",
"function": "async_callback",
"start_line": 4559,
"end_line": 4577,
"bug_contribution": "This is the core memory leak. The `async_callback` function manually increments the Python reference count of the callback via `Py_INCREF` ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-38591 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 133 | 12,007,417 | 11,831,040 | 67,842 | 52,085 | 12,075,259 | 0 | 1,045.106676 | {
"buggy_blocks": [
{
"file": "python/ray/serve/_private/long_poll.py",
"function": "ray.serve._private.long_poll.LongPollHost.listen_for_change",
"start_line": 236,
"end_line": 253,
"bug_contribution": "For each watched key, a new asyncio.Event() is created and added to self.notifie... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-41076 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0.5 | 0.5 | 0.5 | 0.5 | 0.333333 | 0.333333 | 0.018182 | 0.333333 | 0.5 | 41 | 555,999 | 531,520 | 8,347 | 3,400 | 564,346 | 0 | 145.945581 | {
"buggy_blocks": [
{
"file": "python/ray/includes/common.pxi",
"function": "GcsClientOptions.from_gcs_address",
"start_line": 18,
"end_line": 30,
"bug_contribution": "This is the Cython wrapper that directly passes the address string to the C++ GcsClientOptions constructor with no v... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-41076 | run-02 | 2 | 2.2.8 | anonymized | true | 4 | 0.5 | 0.5 | 0.5 | 0.5 | 0.25 | 0.25 | 0.016129 | 0.25 | 0.5 | 40 | 550,896 | 529,536 | 5,538 | 2,923 | 556,434 | 0 | 130.039396 | {
"buggy_blocks": [
{
"file": "dashboard/utils.py",
"function": "ray_address_to_api_server_url",
"start_line": 584,
"end_line": 616,
"bug_contribution": "This function receives the user-provided address (e.g. 'foobar') after canonicalization and directly passes it to GcsClient() with... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-41076 | run-03 | 3 | 2.2.8 | anonymized | true | 5 | 0.5 | 0.5 | 0.5 | 0.5 | 0.2 | 0.2 | 0.016393 | 0.2 | 0.5 | 25 | 234,379 | 221,376 | 4,952 | 1,737 | 239,331 | 0 | 88.197981 | {
"buggy_blocks": [
{
"file": "src/ray/gcs/gcs_client/gcs_client.h",
"function": "ray::gcs::GcsClientOptions::GcsClientOptions",
"start_line": 48,
"end_line": 55,
"bug_contribution": "This is the ultimate crash site. The C++ constructor splits the address on ':' and uses RAY_CHECK(ad... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-46315 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 0.5 | 0.5 | 0.166667 | 0.25 | 1 | 1 | 0.125 | 1 | 1 | 34 | 736,854 | 690,176 | 15,080 | 12,406 | 751,934 | 0 | 195.234674 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "ray::core::NormalTaskSubmitter::CancelTask",
"start_line": 737,
"end_line": 745,
"bug_contribution": "When a task is cancelled while it still has unresolved dependencies (not in execu... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-46315 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 0.5 | 1 | 0.166667 | 0.25 | 1 | 1 | 0.022727 | 0.5 | 1 | 34 | 623,632 | 588,352 | 12,975 | 9,943 | 636,607 | 0 | 177.249272 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "NormalTaskSubmitter::CancelTask",
"start_line": 737,
"end_line": 745,
"bug_contribution": "When a task with unresolved dependencies is cancelled (not found in executing_tasks_), the c... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-46315 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 0.5 | 0.5 | 0.166667 | 0.25 | 1 | 1 | 0.166667 | 1 | 1 | 45 | 1,231,191 | 1,171,840 | 34,025 | 28,120 | 1,265,216 | 0 | 424.355328 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/transport/normal_task_submitter.cc",
"function": "NormalTaskSubmitter::CancelTask",
"start_line": 738,
"end_line": 744,
"bug_contribution": "When a task being cancelled has unresolved dependencies (not in executing_tasks_ and not in ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-47668 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.5 | 0.333333 | 0 | 0.333333 | 1 | 59 | 1,737,582 | 1,683,008 | 16,531 | 9,128 | 1,754,113 | 0 | 278.769006 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/datacenter.py",
"function": "ray.dashboard.datacenter.DataOrganizer.get_node_info",
"start_line": 150,
"end_line": 150,
"bug_contribution": "Directly accesses node['stateSnapshot']['state'] without checking if 'stateSnapshot' key ex... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-47668 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 1 | 0.333333 | 0.333333 | 0 | 0.333333 | 1 | 59 | 1,538,378 | 1,491,712 | 12,173 | 5,945 | 1,550,551 | 0 | 227.909354 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/datacenter.py",
"function": "ray.dashboard.datacenter.DataOrganizer.get_node_info",
"start_line": 150,
"end_line": 150,
"bug_contribution": "This line unconditionally accesses node['stateSnapshot']['state'] without checking if the '... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-47668 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0 | 1 | 0.333333 | 0.25 | 0 | 0.25 | 1 | 73 | 1,875,576 | 1,829,632 | 12,817 | 8,055 | 1,888,393 | 0 | 275.52854 | {
"buggy_blocks": [
{
"file": "python/ray/dashboard/datacenter.py",
"function": "ray.dashboard.datacenter.DataOrganizer.get_node_info",
"start_line": 150,
"end_line": 150,
"bug_contribution": "Directly causes the KeyError crash. Accesses node[\"stateSnapshot\"][\"state\"] without che... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54830 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 18 | 351,051 | 322,752 | 4,789 | 1,784 | 355,840 | 0 | 78.829051 | {
"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 is the primar... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54830 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0.5 | 1 | 0 | 0.333333 | 0.5 | 0.666667 | 0 | 0.333333 | 1 | 15 | 230,879 | 217,344 | 4,076 | 698 | 234,955 | 0 | 66.140552 | {
"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 function impl... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54830 | run-03 | 3 | 2.2.8 | anonymized | true | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 15 | 223,020 | 208,512 | 4,153 | 2,112 | 227,173 | 0 | 62.842881 | {
"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 function cont... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54841 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 1 | 0.333333 | 0.5 | 0.333333 | 1 | 56 | 1,373,105 | 1,328,896 | 19,119 | 12,545 | 1,392,224 | 0 | 302.308141 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "_StatsManager._stats_actor",
"start_line": 636,
"end_line": 655,
"bug_contribution": "This method caches the _StatsActor ActorHandle and only refreshes it when the cluster_id changes. After a ray.shutdow... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54841 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.5 | 0.333333 | 0.173077 | 0.333333 | 1 | 30 | 538,655 | 507,456 | 13,257 | 9,314 | 551,912 | 0 | 189.700858 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "ray.data._internal.stats._StatsManager._stats_actor",
"start_line": 636,
"end_line": 654,
"bug_contribution": "This method caches the _StatsActor handle and only invalidates it when the cluster_id change... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-54841 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.514286 | 0.5 | 1 | 21 | 380,548 | 354,752 | 6,457 | 3,521 | 387,005 | 0 | 96.570324 | {
"buggy_blocks": [
{
"file": "python/ray/data/_internal/stats.py",
"function": "ray.data._internal.stats._StatsManager._stats_actor",
"start_line": 636,
"end_line": 654,
"bug_contribution": "The _stats_actor() method caches the ActorHandle and cluster_id, but only invalidates the ca... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60453 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0.166667 | 0.514286 | 0.5 | 1 | 0.333333 | 0.1875 | 1 | 0.5 | 49 | 1,265,677 | 1,215,552 | 15,554 | 9,457 | 1,281,231 | 0 | 232.534928 | {
"buggy_blocks": [
{
"file": "python/ray/data/context.py",
"function": "DataContext._enable_actor_pool_on_exit_hook",
"start_line": 726,
"end_line": 731,
"bug_contribution": "The `_enable_actor_pool_on_exit_hook` flag defaults to `False`, which acts as the master gate preventing any... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60453 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 0.5 | 0.514286 | 0.5 | 1 | 1 | 0.692308 | 1 | 0.5 | 32 | 526,904 | 495,680 | 13,357 | 8,456 | 540,261 | 0 | 180.670249 | {
"buggy_blocks": [
{
"file": "python/ray/data/context.py",
"function": "DataContext",
"start_line": 726,
"end_line": 731,
"bug_contribution": "The `_enable_actor_pool_on_exit_hook` flag defaults to `False`, which completely disables the actor pool's `on_exit` cleanup hook. This flag... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60453 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.371429 | 0.5 | 1 | 0.666667 | 0.866667 | 1 | 0.5 | 98 | 3,462,336 | 3,387,904 | 31,507 | 21,176 | 3,493,843 | 0 | 510.930011 | {
"buggy_blocks": [
{
"file": "python/ray/data/context.py",
"function": "DataContext.__init__",
"start_line": 731,
"end_line": 731,
"bug_contribution": "_enable_actor_pool_on_exit_hook defaults to False, which disables the on_exit hook that triggers UDF cleanup (__del__) when actors ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60991 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 0.5 | 0.5 | 0.589744 | 0.5 | 1 | 0.5 | 0.92 | 0.5 | 0.5 | 51 | 1,014,211 | 974,720 | 11,926 | 5,527 | 1,026,137 | 0 | 202.341258 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "find_node_ids",
"start_line": 367,
"end_line": 369,
"bug_contribution": "find_node_ids() calls _find_address_from_flag('--node_id') which scans ALL raylet processes on the machine via psutil without filteri... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60991 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0.5 | 0.5 | 0.615385 | 0.5 | 0.5 | 0.333333 | 0.727273 | 0.333333 | 1 | 55 | 1,292,445 | 1,246,656 | 11,532 | 4,991 | 1,303,977 | 0 | 209.525658 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "find_node_ids",
"start_line": 367,
"end_line": 369,
"bug_contribution": "Scans ALL raylet processes on the machine via psutil without filtering by cluster or temp_dir. When multiple Ray clusters share a mac... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-60991 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 0.5 | 0.5 | 0.769231 | 0.5 | 0.5 | 0.25 | 0.176471 | 0.25 | 1 | 64 | 1,582,536 | 1,536,320 | 14,294 | 6,446 | 1,596,830 | 0 | 302.882135 | {
"buggy_blocks": [
{
"file": "python/ray/_private/services.py",
"function": "find_node_ids",
"start_line": 367,
"end_line": 369,
"bug_contribution": "find_node_ids() delegates to _find_address_from_flag('--node_id') which scans ALL raylet processes on the machine via psutil without ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61604 | run-01 | 1 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.2 | 0.5 | 1 | 12 | 60,375 | 51,328 | 3,270 | 1,052 | 63,645 | 0 | 52.898596 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "ray._private.node.Node.__init__",
"start_line": 426,
"end_line": 429,
"bug_contribution": "The assignment `self._node_labels = node_info.get(\"labels\", {})` is placed exclusively inside the `if connect_only:` ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61604 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.041667 | 0.5 | 1 | 13 | 77,877 | 68,160 | 3,295 | 1,146 | 81,172 | 0 | 53.299755 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "ray._private.node.Node.__init__",
"start_line": 418,
"end_line": 440,
"bug_contribution": "When connect_only is False (i.e., starting a local cluster via ray.init()), the node_info dict is fetched from GCS in t... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61604 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.142857 | 0.5 | 1 | 11 | 48,915 | 41,664 | 2,570 | 738 | 51,485 | 0 | 41.844639 | {
"buggy_blocks": [
{
"file": "python/ray/_private/node.py",
"function": "Node.__init__",
"start_line": 426,
"end_line": 431,
"bug_contribution": "self._node_labels is only assigned inside the `if connect_only:` branch. When a local cluster is started via ray.init(), connect_only is ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61922 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 1 | 1 | 1 | 1 | 1 | 1 | 0.487179 | 1 | 1 | 106 | 5,654,481 | 5,538,112 | 67,336 | 48,424 | 5,721,817 | 0 | 896.260924 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ActorMethod.options",
"start_line": 919,
"end_line": 958,
"bug_contribution": "The options() method captures the ActorMethod instance (self) in a closure variable 'func_cls = self' on line 934. The FuncWrapper class de... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61922 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.231707 | 0.5 | 1 | 45 | 2,423,605 | 2,288,704 | 109,560 | 103,654 | 2,533,165 | 0 | 1,754.425996 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ActorMethod.options",
"start_line": 919,
"end_line": 950,
"bug_contribution": "The options() method captures `self` (the ActorMethod instance) via `func_cls = self` in a closure cell, then defines an inner `class FuncW... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-61922 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 1 | 1 | 1 | 0.5 | 0.612903 | 0.5 | 1 | 63 | 2,676,951 | 2,587,328 | 51,792 | 44,214 | 2,728,743 | 0 | 650.196179 | {
"buggy_blocks": [
{
"file": "python/ray/actor.py",
"function": "ActorMethod.options",
"start_line": 919,
"end_line": 950,
"bug_contribution": "The FuncWrapper class defined inside options() captures the ActorMethod instance via a closure cell (func_cls = self). Since ActorMethod ho... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62328 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.142857 | 0.333333 | 0.5 | 0.333333 | 0.0125 | 0.333333 | 0.333333 | 27 | 887,314 | 835,520 | 19,461 | 15,622 | 906,775 | 0 | 293.979733 | {
"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 primary crash site. The function is declared void an... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62328 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.142857 | 0.333333 | 1 | 0.5 | 0.013158 | 0.333333 | 0.333333 | 58 | 4,098,122 | 3,971,392 | 70,071 | 61,376 | 4,168,193 | 0 | 1,141.531167 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/experimental_mutable_object_manager.cc",
"function": "ray::experimental::MutableObjectManager::OpenSemaphores",
"start_line": 129,
"end_line": 181,
"bug_contribution": "This function uses POSIX named semaphores (sem_open) for cross-p... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62328 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 0.333333 | 0.142857 | 0.333333 | 0.333333 | 0.333333 | 0.01 | 0.333333 | 0.333333 | 42 | 2,688,143 | 2,554,688 | 86,890 | 79,097 | 2,775,033 | 0 | 961.191852 | {
"buggy_blocks": [
{
"file": "src/ray/core_worker/experimental_mutable_object_manager.cc",
"function": "ray::experimental::MutableObjectManager::OpenSemaphores",
"start_line": 129,
"end_line": 179,
"bug_contribution": "The OpenSemaphores function uses named POSIX semaphores (sem_ope... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62430 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.5 | 0.333333 | 0.236364 | 0.333333 | 1 | 77 | 6,339,142 | 6,171,200 | 68,014 | 55,989 | 6,407,156 | 0 | 809.979345 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_resource_manager.cc",
"function": "LocalResourceManager::MarkFootprintAsIdle",
"start_line": 169,
"end_line": 201,
"bug_contribution": "When MarkFootprintAsIdle(PULLING_TASK_ARGUMENTS) is called and the footprint is NOT i... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62430 | run-02 | 2 | 2.2.8 | anonymized | true | 5 | 1 | 0 | 0 | 0 | 0.25 | 0 | 0 | 0 | 1 | 114 | 7,521,786 | 7,386,752 | 38,511 | 30,213 | 7,560,297 | 0 | 981.562186 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_lease_manager.cc",
"function": "LocalLeaseManager::WaitForLeaseArgsRequests",
"start_line": 117,
"end_line": 118,
"bug_contribution": "Calls MaybeMarkFootprintAsBusy(PULLING_TASK_ARGUMENTS) when a lease enters the waiting... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-62430 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 1 | 1 | 0.5 | 0.333333 | 0.236364 | 0.333333 | 1 | 106 | 8,373,695 | 8,177,920 | 91,341 | 83,948 | 8,465,036 | 0 | 1,042.132553 | {
"buggy_blocks": [
{
"file": "src/ray/raylet/scheduling/local_resource_manager.cc",
"function": "ray::LocalResourceManager::MarkFootprintAsBusy",
"start_line": 128,
"end_line": 144,
"bug_contribution": "When MarkFootprintAsBusy(NODE_WORKERS) is called (on worker lease grant), lines ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8749 | run-01 | 1 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 0.9 | 1 | 0.333333 | 0.25 | 0.243243 | 0.5 | 1 | 47 | 1,570,761 | 1,504,576 | 27,183 | 22,739 | 1,597,944 | 0 | 514.992944 | {
"buggy_blocks": [
{
"file": "src/ray/rpc/grpc_server.cc",
"function": "ray::rpc::GrpcServer::Run",
"start_line": 55,
"end_line": 65,
"bug_contribution": "After builder.BuildAndStart() fails to bind the port (returns nullptr or broken server), the only safety check is RAY_CHECK(port... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8749 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 0 | 1 | 0.5 | 0 | 0 | 0.333333 | 1 | 36 | 1,107,898 | 1,055,552 | 17,714 | 12,660 | 1,125,612 | 0 | 366.465694 | {
"buggy_blocks": [
{
"file": "src/ray/rpc/grpc_server.cc",
"function": "ray::rpc::GrpcServer::Run",
"start_line": 59,
"end_line": 67,
"bug_contribution": "After builder.BuildAndStart() fails to bind the port (due to 'Address already in use'), the code relies solely on `port_` being ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8749 | run-03 | 3 | 2.2.8 | anonymized | true | 4 | 1 | 1 | 1 | 1 | 0.333333 | 0.25 | 0.133333 | 0.5 | 1 | 52 | 1,632,364 | 1,571,776 | 22,749 | 16,846 | 1,655,113 | 0 | 500.49296 | {
"buggy_blocks": [
{
"file": "src/ray/rpc/grpc_server.cc",
"function": "ray::rpc::GrpcServer::Run",
"start_line": 31,
"end_line": 84,
"bug_contribution": "When builder.BuildAndStart() fails because the port is already in use (\"Address already in use\"), the server_ may be returned ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8889 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 169 | 16,840,074 | 16,627,968 | 99,364 | 87,589 | 16,939,438 | 0 | 1,567.062337 | {
"buggy_blocks": [
{
"file": "rllib/agents/ppo/ppo.py",
"function": "execution_plan",
"start_line": 171,
"end_line": 200,
"bug_contribution": "The execution_plan was introduced to replace the old LocalMultiGPUOptimizer/SyncSamplesOptimizer path. The StandardizeFields operation stand... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8889 | run-02 | 2 | 2.2.8 | anonymized | true | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 189 | 18,770,399 | 18,563,968 | 85,743 | 67,180 | 18,856,142 | 0 | 1,436.868731 | {
"buggy_blocks": [
{
"file": "rllib/agents/ppo/ppo.py",
"function": "execution_plan",
"start_line": 152,
"end_line": 185,
"bug_contribution": "The execution plan introduces StandardizeFields which standardizes advantages once at the batch level before training. The old policy optimi... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | ray-8889 | run-03 | 3 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 144 | 14,661,770 | 14,470,400 | 76,573 | 65,335 | 14,738,343 | 0 | 1,229.053383 | {
"buggy_blocks": [
{
"file": "rllib/agents/ppo/ppo.py",
"function": "execution_plan",
"start_line": 171,
"end_line": 212,
"bug_contribution": "The execution_plan replaced the tightly-coupled LocalMultiGPUOptimizer/SyncSamplesOptimizer with a loosely-coupled dataflow pipeline. In the... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-16818 | run-01 | 1 | 2.2.8 | anonymized | true | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 111 | 7,775,639 | 7,639,296 | 41,093 | 29,885 | 7,816,732 | 0 | 742.620453 | {
"buggy_blocks": [
{
"file": "components/resolved_ts/src/cmd.rs",
"function": "group_row_changes",
"start_line": 218,
"end_line": 262,
"bug_contribution": "The function group_row_changes processes raft command requests and groups changes by key into RowChange structs. When handling ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-16818 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 102 | 5,649,872 | 5,543,040 | 36,810 | 26,298 | 5,686,682 | 0 | 627.639162 | {
"buggy_blocks": [
{
"file": "components/resolved_ts/src/cmd.rs",
"function": "group_row_changes",
"start_line": 224,
"end_line": 224,
"bug_contribution": "The assertion `assert!(occupied_entry.get().lock.is_none())` is overly strict. When a raft batch contains a Delete(CF_LOCK, key... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-16818 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 98 | 6,165,690 | 6,060,672 | 28,537 | 17,747 | 6,194,227 | 0 | 597.568069 | {
"buggy_blocks": [
{
"file": "components/raftstore/src/store/fsm/peer.rs",
"function": "BatchRaftCmdRequestBuilder::can_batch",
"start_line": 451,
"end_line": 480,
"bug_contribution": "The can_batch function allows multiple raft commands to be merged into a single raft entry without... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-17830 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 0 | 0.333333 | 0.333333 | 0 | 0 | 1 | 77 | 3,908,759 | 3,763,904 | 98,680 | 88,262 | 4,007,439 | 0 | 1,158.240017 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "tikv::import::sst_service::ImportSstService::duplicate_detect",
"start_line": 1245,
"end_line": 1313,
"bug_contribution": "The duplicate_detect handler uses ServerStreamingSink with sink.close().await after a for... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-17830 | run-02 | 2 | 2.2.8 | anonymized | true | 3 | 1 | 1 | 0 | 0 | 0.5 | 0.333333 | 0 | 0 | 1 | 84 | 4,331,498 | 4,202,496 | 98,791 | 91,309 | 4,430,289 | 0 | 1,147.87087 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "tikv::import::sst_service::ImportSstService::duplicate_detect",
"start_line": 1245,
"end_line": 1313,
"bug_contribution": "The duplicate_detect function uses ServerStreamingSink::close() to terminate the RPC afte... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-17830 | run-03 | 3 | 2.2.8 | anonymized | true | 2 | 1 | 1 | 0 | 0 | 1 | 1 | 0 | 0 | 1 | 61 | 3,296,940 | 3,187,840 | 68,449 | 59,704 | 3,365,389 | 0 | 877.102865 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "tikv::import::sst_service::ImportSstService::duplicate_detect",
"start_line": 1271,
"end_line": 1281,
"bug_contribution": "In the snapshot error path, after sink.send() fails (due to client disconnection from PD ... |
mini-swe-agent__mimo-v2.5 | Mini-SWE-Agent | MiMo v2.5 | tikv-18317 | run-01 | 1 | 2.2.8 | anonymized | true | 3 | 1 | 0 | 0 | 0.5 | 1 | 0 | 0 | 0.333333 | 1 | 91 | 5,295,940 | 5,175,808 | 70,369 | 59,943 | 5,366,309 | 0 | 1,123.964486 | {
"buggy_blocks": [
{
"file": "src/import/sst_service.rs",
"function": "check_import_resources",
"start_line": 102,
"end_line": 149,
"bug_contribution": "The function was changed from synchronous to async, requiring callers to use .await. The new implementation calls SysQuota::memory... |
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