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jonan-richards commited on
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Update dataset v0.2

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  1. DATA_LICENSE +78 -0
  2. README.md +94 -0
  3. VERSION +1 -0
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DATA_LICENSE ADDED
@@ -0,0 +1,78 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ AgentLogs Dataset License
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+
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+ Copyright (c) 2026 RISEN Lab
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+
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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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+
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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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+
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+ Full license text: https://creativecommons.org/licenses/by/4.0/legalcode
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+
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+ Suggested attribution:
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+
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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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+
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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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+
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+
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+ Use restrictions
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+
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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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+
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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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+
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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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+
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+
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+ Third-party notices
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+
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+ GitHub Search (GHS)
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+
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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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+
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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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+
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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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+ ---
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+
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+ MIT License
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+
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+ Copyright (c) 2020-present SEART Research Group and Contributors
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+
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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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+
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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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+
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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.
README.md CHANGED
@@ -1,3 +1,97 @@
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  ---
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  license: cc-by-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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+
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+ # AgentLogs
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+
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+ [![version 0.2](https://img.shields.io/badge/version-0.2-blue)](https://huggingface.co/datasets/risenlab/agentlogs/tree/v0.2)
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+ [![PyPI](https://img.shields.io/pypi/v/risenlab-agentlogs)](https://pypi.org/project/risenlab-agentlogs/)
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+ [![GitHub](https://img.shields.io/badge/GitHub-code-black?logo=github)](https://github.com/risenlab/agentlogs)
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+
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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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+
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+ Stay tuned for the preprint!
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+
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+ | | # Records | Size | Table | Content |
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+ | --- | ---: | ---: | --- | --- |
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+ | **Repositories**<br><small>−&nbsp;1.98% with agent tasks</small> | 1,812,362<br><small>-&nbsp;35,810</small> | 395.6&nbsp;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>−&nbsp;99.90% found</small><br><small>−&nbsp;97.00% with sessions</small> | 307,416<br><small>-&nbsp;307,108</small><br><small>-&nbsp;298,188</small> | 77.1&nbsp;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&nbsp;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>−&nbsp;>99.99% parsed</small> | 64,255,174<br><small>-&nbsp;64,254,936</small> | 56.0&nbsp;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>−&nbsp;99.96% found</small> | 33,573<br><small>-&nbsp;33,561</small> | 39.7&nbsp;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&nbsp;GB** | | |
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+
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+ See the [schema reference](docs/schema/README.md) for field-level documentation of each table.
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+
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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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+
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+ Example analysis code and a small sample: [risenlab/agentlogs](https://github.com/risenlab/agentlogs).
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+
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+ ## Installation
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+
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+ ```bash
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+ pip install risenlab-agentlogs huggingface_hub datasets
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+ ```
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+
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+ ## Load
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+
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+ ### Snapshot (recommended)
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+
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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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+
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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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+
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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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+
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+ ### `load_dataset`
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+
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+ Convenient for the smaller tables.
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+
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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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+
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+ assert_version("v0.2")
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+
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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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+
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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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+
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+ ## License
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+
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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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+
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+ > AgentLogs dataset by RISEN Lab, licensed under CC BY 4.0.
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