conversation_id int64 0 99 | role stringclasses 2
values | content stringlengths 74 912 | score float64 0 8 ⌀ |
|---|---|---|---|
0 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN Executor: <*> on ExecutorID <*> on <*>: Executor is <*/>*% busy and approaching heap limit of <*> MB (used <*> MB out of <*> MB), task <*> (Stage <*>), launching GC to free up memory` | null |
0 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
1 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 INFO SecurityManager: Changing view acls to: <*>; groups: <*>; users: <*> for file: hdfs://<*>:8020/<*>` | null |
1 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
2 | human | Analyze the following log message and rate its severity:
`22/07/14 14:30:00 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 0 ms (0 ms fetching, 0 ms waiting); getting 4 non-empty blocks including rdd_<*> block 0 (size: <*> MB) from executor <*> (host: <*>), shuffleId: <*>, mapId: <*>, outputId: <*>` | null |
2 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
3 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 INFO SecurityManager: Changing view acls to: <*>; groups: <*>; users: <*> for file: hdfs://<*>:8020/<*>` | null |
3 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
4 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,234 INFO SecurityManager: Authentication successful for user <*> (auth:KERBEROS) from <*>:56342 to <*>:8032 with principal <*> using ticket cache file /tmp/krb5cc_<*>` | null |
4 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
5 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, requested access to queue <*> in namespace <*>` | null |
5 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
6 | human | Analyze the following log message and rate its severity:
`22/07/14 14:30:00 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 0 ms (0 ms fetching, 0 ms waiting); getting 5 non-empty blocks out of 10 blocks from <*executorId:1234*> of size 123.4 MB (total size 1.2 GB, 10% remaining) for stage <*stageId:5*>` | null |
6 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
7 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: <*> on ExecutorID <*> ran out of memory (allocated <*> MB, free <*> MB), task <*>.0 in stage <*>.0 (TID <*>), requesting <*> MB from ResourceManager for container ContainerID <*>` | null |
7 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
8 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB, max <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
8 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
9 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, requested access to queue <*> (authenticator=<*>, id=<*>)` | null |
9 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
10 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: <*> on executor <*> (executor <*>): Task <*> in stage <*>.0 finished with high memory usage: <*> MB (decommissioned memory: <*> MB, process: <*>%, system: <*>%)` | null |
10 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
11 | human | Analyze the following log message and rate its severity:
`20/07/22 14:30:45 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-5, executor 5): java.lang.OutOfMemoryError: Java heap space` | null |
11 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
12 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB, max <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
12 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
13 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 INFO spark.ExecutorTask: Task <task_id> from stage <stage_id> is reading from file hdfs://<namenode>:<port>/<path> with a total size of <size> bytes, using executor <executor_id> on host <host_name> with <memory> MB of memory available` | null |
13 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
14 | human | Analyze the following log message and rate its severity:
`INFO BlockManagerMaster: Removed broadcast_<*>_piece0 with size 2048 from memory (free: 1024000; used: 768000) on executor <*> (executor id <*>), with broadcast ID <*> from stage <*>` | null |
14 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
15 | human | Analyze the following log message and rate its severity:
`22/07/14 14:30:45 INFO ShuffleBlockFetcherIterator: Getting 4 non-empty blocks out of 6 blocks from ShuffleBlockFetcherIterator, map output stats: {shuffleId=2, shuffleStageId=1, outputStatuses={success=4, failure=0}, bytesRead=1024000, recordsRead=2000, execId... | null |
15 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
16 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, requested access to queue <*> in namespace <*>` | null |
16 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
17 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: <*> on ExecutorID <*> on <*>: Executor is <*>% busy and is under resource constraint (used <*> MB of <*> MB physical memory, <*> MB of <*> MB JVM heap) - killing task <*> (TID <*>), Stage <*>. <*>` | null |
17 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
18 | human | Analyze the following log message and rate its severity:
`20/07/22 14:30:45 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-3, executor 3): java.lang.OutOfMemoryError: Java heap space at org.apache.spark.util.collection.ExternalSorter.writePartitionedFile(ExternalSorter.java:703) at org.apache.sp... | null |
18 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
19 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: Executor <*> on <*> ran out of memory (allocated <*> MB, free <*> MB), task <*>.0 in stage <*>.0 (TID <*>), requesting <*> MB from ResourceManager for container <*>` | null |
19 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
20 | human | Analyze the following log message and rate its severity:
`20/07/22 14:30:45 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-5, executor 5): java.lang.OutOfMemoryError: Java heap space` | null |
20 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
21 | human | Analyze the following log message and rate its severity:
`INFO BlockManagerMaster: Removed broadcast_<*>_piece0 with size 2048 from memory (free: 1456.0 MB, reserved: 0.0 B, used: 512.0 MB)` | null |
21 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
22 | human | Analyze the following log message and rate its severity:
`INFO BlockManagerMaster: Removed broadcast_<*>_piece0 with size <*> MB from memory (free: <*> MB, used: <*> MB, total: <*> MB)` | null |
22 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
23 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN Executor: <*> on ExecutorID <*> on <*>: Executor is <*/>*% busy and is under resource constraint (used <*> MB of <*> MB physical memory, <*> MB of <*> MB virtual memory) and may slow down application ApplicationMaster (attempt <*>).... | null |
23 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
24 | human | Analyze the following log message and rate its severity:
`20/07/22 14:30:45 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-3, executor 3): java.lang.OutOfMemoryError: Java heap space at org.apache.spark.util.collection.ExternalSorter.writePartitionedFile(ExternalSorter.java:823) at org.apache.sp... | null |
24 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
25 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, requested access to queue <*> (authenticator: <*>), falling back to default ACL policy` | null |
25 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
26 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,234 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, request to access hdfs://<*>/data/<*>.txt denied, Stage 3, Task 0012, Executor 2 on container_1643723400123_0002_01_000005` | null |
26 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
27 | human | Analyze the following log message and rate its severity:
`22/07/14 14:30:00 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 0 ms (0 ms fetching, 0 ms waiting); getting 4 non-empty blocks including rdd_<*> block 0 (size: <*> MB) from executor <*> (host: <*>), shuffleId: <*>, mapId: <*>, outputId: <*>` | null |
27 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
28 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB, max <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
28 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
29 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB, max <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
29 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
30 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: Executor <executorId> running task <taskId> (TID <taskId>) on stage <stageId>.0 in job <jobId> (id <jobId>) is low on memory (free: <freeMemory> MB, max: <maxMemory> MB) and does not have enough memory to cache <rddName> i... | null |
30 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
31 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 INFO spark.ExecutorTask: Task <task_id> in stage <stage_id> (TID <tid>) finished reading 1000000 bytes from hdfs://<namenode>:8020/<path> in 1000 ms with result size 10000 bytes, using executor <executor_id> on host <host> with 4096 MB ... | null |
31 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
32 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,234 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, requested access to queue <*> in namespace <*>` | null |
32 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
33 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 INFO SecurityManager: Changing view acls to: <*>; groups to: <*>; users to: <*> for file: hdfs://<*>:8020/<*>` | null |
33 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
34 | human | Analyze the following log message and rate its severity:
`20/12/14 14:30:00 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-3, executor 3): java.lang.OutOfMemoryError: Java heap space at org.apache.spark.util.collection.ExternalSorter.writePartitionedFile(ExternalSorter.java:823) at org.apache.sp... | null |
34 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
35 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 WARN Executor: Executor <executorId> running task <taskId> (TID <taskId>) ran out of memory (current allocation: <memorySize> MB, available: <availableMemory> MB), requesting <requestedMemory> MB from ResourceManager for stage <stageId> ... | null |
35 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
36 | human | Analyze the following log message and rate its severity:
`22/07/14 14:30:00 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 0 ms (0 ms fetching, 0 ms waiting); getting 5 non-empty blocks out of 10 blocks from <*executorId:1234*> of size 1.2 MB (total size 12.5 MB, 0.0 GB remaining) for stage <*stageId:5*... | null |
36 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
37 | human | Analyze the following log message and rate its severity:
`2023-02-20 14:30:00,000 INFO SecurityManager: Changing view acls to: <*> for user <*> on stage <*> (Stage Id: <*>), Executor: <*>/Executor#<*> on <*>` | null |
37 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
38 | human | Analyze the following log message and rate its severity:
`22/07/25 14:30:45 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-5, executor 5): java.lang.OutOfMemoryError: Java heap space at org.apache.spark.util.collection.ExternalSorter$ExternalSortData.writePartitionedFile(ExternalSorter.java:829)... | null |
38 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
39 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, request to access hdfs://<*>/user/<*>/data.parquet denied` | null |
39 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
40 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: <*> on executor <*> (executor <*>): Task <*> in stage <*>.0 finished with high memory usage: peak usage = <*> MB, current usage = <*> MB, committed = <*> MB, max available = <*> MB` | null |
40 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
41 | human | Analyze the following log message and rate its severity:
`INFO BlockManagerMaster: Removed broadcast_<*>_piece0 with size <*> MB from memory (free: <*> MB, used: <*> MB, total: <*> MB)` | null |
41 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
42 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:10,421 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB, max <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
42 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
43 | human | Analyze the following log message and rate its severity:
`20/12/14 14:30:00 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-3, executor 3): java.lang.OutOfMemoryError: Java heap space` | null |
43 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
44 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 INFO SecurityManager: Changing view acls to: <*>; groups: <*>; users: <*> for file: hdfs://<*>:8020/<*>` | null |
44 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
45 | human | Analyze the following log message and rate its severity:
`INFO BlockManagerMaster: Removed broadcast_<*>_piece0 with size 1024 from disk on executor <*> (host: <*>), in stage <*> of job <*> (executor id <*>), with 1 blocks remaining, in 15ms` | null |
45 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
46 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:01,123 WARN SecurityManager: Authentication failed for user <*> from <*>:56423 due to invalid credentials, request: POST /ws/v1/cluster/apps/application_<*>/executors/<*>/logs, UserGroupInformation: <*>; authenticated=false; viaAuthTypes=SIMPLE... | null |
46 | gpt | The severity score for this message is 6.0, meaning it has a moderate severity. | 6 |
47 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 INFO spark.ExecutorTask: Task <task_id> in stage <stage_id> (TID <tid>) read 1000 records from file hdfs://<namenode>:<port>/<path> with 128.0 MB of memory on executor id: <executor_id> host: <host> (BlockManagerId <block_manager_id>)` | null |
47 | gpt | With a severity score of 0.0, this message indicates a low severity level. | 0 |
48 | human | Analyze the following log message and rate its severity:
`2023-02-15 14:30:00,000 WARN Executor: Executor ID <*> on host <*> ran out of memory (allocated <*> MB, free <*> MB), task <*> (stage <*>.<*>), killing process (pid <*>).` | null |
48 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
49 | human | Analyze the following log message and rate its severity:
`20/12/14 14:30:00 WARN TaskSetManager: Lost task 3.0 in stage 2.0 (TID 12, <*>.executor-5, executor 5): java.lang.OutOfMemoryError: Java heap space at org.apache.spark.util.collection.ExternalSorter.writePartitionedFile(ExternalSorter.java:703) at org.apache.sp... | null |
49 | gpt | The severity score for this message is 8.0, indicating a high severity level. | 8 |
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