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--- |
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license: apache-2.0 |
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--- |
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# WikiHow Task Set |
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The WikiHow task set is an InfoUI interaction task set based on |
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[Mobile-Env](https://github.com/X-LANCE/Mobile-Env) <!-- TODO: proposed in the |
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paper, the paper link -->. [WikiHow](https://www.wikihow.com/Main-Page) is a |
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collaborative wiki site about various real-life tips with more than 340,000 |
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online articles. To construct the task set, 107,448 pages are crawled and the |
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dumped website data occupy about 88 GiB totally. |
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Several task definition templates are designed according to the functions of |
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the WikiHow app and 5,522 task definitions are instantiated through the |
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template toolkit in Mobile-Env. This task set is named as the *extended set* |
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(`wikihow-extended.tar.xz`). There may be several faults make the system or the |
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task fail in the auto-generated tasks. Therefore, 178 tasks are sampled from |
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the extended set and have been verified by human beings to ensure the |
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correctness and the stability, which is named as the *canonical set* |
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(`wikihow-canonical.tar.xz`). Owing to the limit of the budgets, only 70 tasks |
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are tested using the proposed LLM-based agent in the corresponding pager. |
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Thesed 70 tasks are given in `wikihow-microcanon.tar.xz`. We call it the |
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*canonical subset* or the *micro canonical set*. |
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### Website Data Replay |
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The replay script for [mitmproxy](https://mitmproxy.org/) is given as |
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`replay_url.py`. To use this replay script, the information retrieval tool |
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[Pyserini](https://github.com/castorini/pyserini/) is in need. Four parameters |
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are expected to be assigned in the script: |
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+ The crawled data from WikiHow website (`dumps` in `wikihow.data.tar.xz`) |
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+ The html templates used for mocking the search result page (`templates` in |
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`wikihow.data.tar.xz`) |
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+ The indices for the search engine based on Pyserini (`indices-t/indices` in |
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`wikihow.data.tar.xz`) |
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+ The meta data of the crawled articles (`indices-t/docs/doc_meta.csv` in |
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`wikihow.data.tar.xz`) |
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All the data in need are offered in `wikihow.data.tar.xz`. (The archive is |
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about 78 GiB. And the decompressed data are about 88 GiB.) The archive is split |
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into two pieces (`wikihow.data.tar.xz.00` and `wikihow.data.tar.xz.01`). You |
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can use `cat` to concatenate them: |
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```sh |
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cat wikihow.data.tar.xz.00 wikihow.data.tar.xz.01 >wikihow.data.tar.xz |
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``` |
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The SHA256 chechsums are provided in `wikihow.data.tar.xz.sha256` to check the |
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integrity. |
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To run the script: |
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```sh |
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mitmproxy --showhost -s replay_url.py |
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``` |
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### Certificate Unpinning Plan |
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The `syscert` plan proposed by Mobile-Env just works for WikiHow app. You can |
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complete the config according to the [guiding of |
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Mobile-Env](https://github.com/X-LANCE/Mobile-Env/blob/master/docs/dynamic-app-en.md). |
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The available apk package from [APKCombo](https://apkcombo.com/) is provided. |
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And note to used the AVD image of version Android 11.0 (API Level 30) (Google |
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APIs) to obtain the best compatibility and the root-enabled ADBD. |
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