Datasets:
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README.md
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task_categories:
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dtype: string
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- name: time
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dtype: string
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- name: pid
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dtype: int32
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- name: level
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dtype: string
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- name: block_id
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dtype: string
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- name: anomaly
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dtype: int8
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splits:
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- name: train
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num_bytes: 2069809345
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num_examples: 11175629
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download_size: 382239509
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dataset_size: 2069809345
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---
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# Dataset Card for logfit-project/hdfs_v1
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This script preserves the raw line structure while attaching a binary anomaly flag for downstream anomaly
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detection research.
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## Supported Tasks
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- anomaly-detection: binary classification of logs.
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## Dataset Structure
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- `level`: Log level (e.g., `INFO`).
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- `component`: Java/daemon component emitting the log entry.
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- `content`: Verbose message content for the event.
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- `anomaly`: Binary indicator derived from block-level labels (`1` = anomalous block).
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## Source Data
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Datasets for AI-driven Log Analytics", ISSRE 2023.
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## Dataset Statistics
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- Number of log lines: 11175629
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pretty_name: HDFS_v1
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dataset_name: logfit-project/hdfs_v1
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task_categories:
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- anomaly-detection
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language:
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- en
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size_categories:
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- 10M<n<15M
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annotations_creators:
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- logfit-project
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license: other
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---
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# Dataset Card for logfit-project/hdfs_v1
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This script preserves the raw line structure while attaching a binary anomaly flag for downstream anomaly
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detection research.
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## Supported Tasks and Leaderboards
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- anomaly-detection: binary classification of logs.
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## Dataset Structure
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- `level`: Log level (e.g., `INFO`).
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- `component`: Java/daemon component emitting the log entry.
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- `content`: Verbose message content for the event.
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- `block_id`: Space-separated block identifiers discovered in the log line (empty if none present).
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- `anomaly`: Binary indicator derived from block-level labels (`1` = anomalous block).
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## Source Data
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Datasets for AI-driven Log Analytics", ISSRE 2023.
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## Dataset Statistics
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- Number of log lines: 11175629
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