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Update dataset v0.2
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- DATA_LICENSE +78 -0
- README.md +94 -0
- VERSION +1 -0
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DATA_LICENSE
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AgentLogs Dataset License
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Copyright (c) 2026 RISEN Lab
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The AgentLogs dataset, including the sample under data/dataset-sample/ and the
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full release on Hugging Face, is licensed under the Creative Commons
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Attribution 4.0 International License (CC BY 4.0).
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You are free to share and adapt this material for any purpose, even
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commercially, provided that you give appropriate credit, provide a link to the
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license, and indicate if changes were made.
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Full license text: https://creativecommons.org/licenses/by/4.0/legalcode
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Suggested attribution:
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AgentLogs dataset by RISEN Lab, licensed under CC BY 4.0.
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https://creativecommons.org/licenses/by/4.0/
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When redistributing this dataset or a derivative, include this file (or equivalent
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notice) and retain the third-party notices below.
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Use restrictions
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Much of this dataset was collected from GitHub services (GitHub REST API
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and the Copilot API). This license does not grant any rights beyond those
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you already have from GitHub or other third parties.
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You must comply with the then-current GitHub Terms of Service, Acceptable Use
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Policies, and any applicable API, Copilot, or product terms when accessing,
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using, or redistributing this dataset:
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https://docs.github.com/en/site-policy/github-terms/github-terms-of-service
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https://docs.github.com/en/site-policy/acceptable-use-policies/github-acceptable-use-policies
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You are responsible for ensuring your use complies with applicable law and with
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the rights of people whose data appear in the dataset (e.g. GitHub usernames,
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message content, and code excerpts in session logs).
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Third-party notices
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GitHub Search (GHS)
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Repository sampling for AgentLogs uses a seed list from GitHub Search (GHS):
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https://seart-ghs.si.usi.ch/
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https://github.com/seart-group/ghs
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https://doi.org/10.5281/zenodo.4588464
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The seed CSV is not distributed with AgentLogs. Repository records in this dataset
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were selected using that seed and collected from the GitHub and Copilot APIs.
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GitHub Search is used under the MIT License below. Redistributors must include
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this copyright and permission notice for that component.
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---
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MIT License
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Copyright (c) 2020-present SEART Research Group and Contributors
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in all
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copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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SOFTWARE.
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README.md
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---
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license: cc-by-4.0
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---
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license: cc-by-4.0
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pretty_name: AgentLogs
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configs:
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- config_name: repositories
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data_files: "repositories/*.parquet"
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- config_name: agent_tasks
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data_files: "agent_tasks/*.parquet"
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- config_name: agent_sessions
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data_files: "agent_sessions/*.parquet"
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default: true
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- config_name: agent_session_logs
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data_files: "agent_session_logs/*.parquet"
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- config_name: users
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data_files: "users/*.parquet"
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---
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# AgentLogs
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[](https://huggingface.co/datasets/risenlab/agentlogs/tree/v0.2)
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[](https://pypi.org/project/risenlab-agentlogs/)
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[](https://github.com/risenlab/agentlogs)
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AgentLogs is a dataset of activity related to the [GitHub agents functionality](https://github.com/features/copilot/agents): repository metadata, agent tasks, sessions, session logs (messages, tool calls, usage details, etc.), and user records.
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Stay tuned for the preprint!
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| | # Records | Size | Table | Content |
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| --- | ---: | ---: | --- | --- |
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| **Repositories**<br><small>− 1.98% with agent tasks</small> | 1,812,362<br><small>- 35,810</small> | 395.6 MB | [`repositories`](docs/schema/repository.md) | Public GitHub repositories with over 10 stars (metadata including name, license, language, stars, forks, timestamps, labels, topics). |
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| **Agent tasks**<br><small>− 99.90% found</small><br><small>− 97.00% with sessions</small> | 307,416<br><small>- 307,108</small><br><small>- 298,188</small> | 77.1 MB | [`agent_tasks`](docs/schema/agent_task.md) | Agent assignment on a repository (metadata including name, request, state, creator, timestamps, branch/PR identifiers). |
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| **Agent sessions** | 549,239 | 225.1 MB | [`agent_sessions`](docs/schema/agent_session.md) | Agent runs within a task (metadata including model, prompt, outcome, usage, and branch/PR identifier for that session). |
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| **Log entries**<br><small>− >99.99% parsed</small> | 64,255,174<br><small>- 64,254,936</small> | 56.0 GB | [`agent_session_logs`](docs/schema/agent_session_log_entry.md) | Session log events (including messages, usage details, tool calls for file edits, git, and GitHub issues, PRs, comments, CI). |
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| **Users**<br><small>− 99.96% found</small> | 33,573<br><small>- 33,561</small> | 39.7 MB | [`users`](docs/schema/user.md) | Users related to the agent tasks and sessions (only GitHub id and username). |
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| **Total** | **66,957,764** | **56.7 GB** | | |
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See the [schema reference](docs/schema/README.md) for field-level documentation of each table.
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<p align="center">
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<img src="docs/figures/relationships.png" alt="Entity relationship diagram" width="300">
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<br>
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<em>Entity relationship diagram for the AgentLogs dataset. Non-foreign key fields are omitted.</em>
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</p>
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Example analysis code and a small sample: [risenlab/agentlogs](https://github.com/risenlab/agentlogs).
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## Installation
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```bash
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pip install risenlab-agentlogs huggingface_hub datasets
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```
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## Load
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### Snapshot (recommended)
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Download parquet once, then query with DuckDB, Polars, or the local streaming notebooks. Prefer this for `agent_session_logs`.
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```python
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from pathlib import Path
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from huggingface_hub import snapshot_download
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from agentlogs.schema import assert_dataset_version
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dataset_path = Path("data") / "dataset"
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snapshot_download(
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repo_id="risenlab/agentlogs",
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repo_type="dataset",
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revision="v0.2",
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local_dir=dataset_path,
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)
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assert_dataset_version(dataset_path)
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```
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### `load_dataset`
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Convenient for the smaller tables.
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```python
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from datasets import load_dataset
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from agentlogs.schema import assert_version
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assert_version("v0.2")
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repositories = load_dataset("risenlab/agentlogs", "repositories", revision="v0.2")
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tasks = load_dataset("risenlab/agentlogs", "agent_tasks", revision="v0.2")
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sessions = load_dataset("risenlab/agentlogs", "agent_sessions", revision="v0.2")
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users = load_dataset("risenlab/agentlogs", "users", revision="v0.2")
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```
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`agent_session_logs` is large. Prefer a snapshot. Do not stream that config with `load_dataset` (full rows, including payloads, are downloaded to your machine).
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## License
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[CC BY 4.0](DATA_LICENSE), with the GitHub Search (GHS) MIT notice. Comply with
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GitHub's terms when using this data. Suggested attribution:
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> AgentLogs dataset by RISEN Lab, licensed under CC BY 4.0.
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0.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:cc07a65c7c7dd4d535943fb20fb2485fee6549f50c283cc55f15001ff92811ca
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size 196723910
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version https://git-lfs.github.com/spec/v1
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oid sha256:262380029baa401763beb6ac4cd1a533602001caf14e991e47a607ff2d42cfbb
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size 195165594
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version https://git-lfs.github.com/spec/v1
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oid sha256:aebb1eb5bfff3b8341667b4f77df0e601199a6f5e1930455a1bdaec239d481f4
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size 228395544
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version https://git-lfs.github.com/spec/v1
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oid sha256:d065cadd20c5fc00251e41612ad4598cc60402ef6fbc608645168a6cfa2f8a25
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size 191884759
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version https://git-lfs.github.com/spec/v1
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oid sha256:f4b218b1d514694fb88ba09ebd0cddc007076176b61ca4c5c58b279a0d6c8f49
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size 213375575
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version https://git-lfs.github.com/spec/v1
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oid sha256:b756d4fed7802656419b7c936d4846ae100aedabdbf498b2771114353f1880d0
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