ncoop57 commited on
Commit
cd1cf68
1 Parent(s): 973e0e8

Add filtered rico version where bad hierarchies are removed

Browse files
captions_hierarchies_images_filtered.zip ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:df7c2d2cdb2f5e4a7f3409af1c1e40a7a66549a691fa61b469bf838c2084d53d
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+ size 2135916754
filter.py ADDED
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+ import shutil
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+
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+ from pathlib import Path
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+ from tqdm.auto import tqdm
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+
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+ # filtering file from https://github.com/google-research/google-research/tree/master/seq2act/data_generation
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+ with open("./filter_24598.txt", "r") as f:
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+ filtered_files = f.read().replace(".json", "").split("\n")[:-1]
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+
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+ print("num_filtered:", len(filtered_files))
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+
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+ # make filtered directories
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+ Path("captions_filtered").mkdir(exist_ok=True)
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+ Path("hierarchies_filtered").mkdir(exist_ok=True)
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+ Path("images_filtered").mkdir(exist_ok=True)
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+
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+ # copy filtered files into filtered directories
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+ for file in tqdm(filtered_files):
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+ shutil.copy(f"captions/{file}.txt", "captions_filtered")
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+ shutil.copy(f"hierarchies/{file}.json", "hierarchies_filtered")
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+ shutil.copy(f"images/{file}.jpg", "images_filtered")
filter_24598.txt ADDED
The diff for this file is too large to render. See raw diff
rico_captions.py CHANGED
@@ -51,6 +51,7 @@ _LICENSE = ""
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  # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
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  _DATA_URLs = {
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  "screenshots_captions": "https://huggingface.co/datasets/ncoop57/rico_captions/resolve/main/captions_hierarchies_images.zip",
 
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  }
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@@ -77,20 +78,24 @@ class RicoDataset(datasets.GeneratorBasedBuilder):
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  version=VERSION,
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  description="Contains 66k+ unique UI screens. For each UI, we present a screenshot (JPG file) and the text shown on the screen that was extracted using an OCR model.",
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  ),
 
 
 
 
 
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  ]
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- DEFAULT_CONFIG_NAME = "screenshots_captions"
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  def _info(self):
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- if self.config.name == "screenshots_captions":
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- features = datasets.Features(
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- {
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- "screenshot_path": datasets.Value("string"),
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- "caption": datasets.Value("string"),
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- # This is a JSON obj, but will be coded as a string
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- "hierarchy": datasets.Value("string"),
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- }
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- )
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  return datasets.DatasetInfo(
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  description=_DESCRIPTION,
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  # This can be an arbitrary nested dict/list of URLs (see below in `_split_generators` method)
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  _DATA_URLs = {
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  "screenshots_captions": "https://huggingface.co/datasets/ncoop57/rico_captions/resolve/main/captions_hierarchies_images.zip",
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+ "screenshots_captions_filtered": "https://huggingface.co/datasets/ncoop57/rico_captions/resolve/main/captions_hierarchies_images_filtered.zip",
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  }
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  version=VERSION,
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  description="Contains 66k+ unique UI screens. For each UI, we present a screenshot (JPG file) and the text shown on the screen that was extracted using an OCR model.",
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  ),
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+ datasets.BuilderConfig(
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+ name="screenshots_captions_filtered",
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+ version=VERSION,
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+ description="Contains 25k unique UI screens. For each UI, we present a screenshot (JPG file) and the text shown on the screen that was extracted using an OCR model. Filtering was done as discussed in this paper: https://aclanthology.org/2020.acl-main.729.pdf",
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+ ),
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  ]
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+ DEFAULT_CONFIG_NAME = "screenshots_captions_filtered"
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  def _info(self):
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+ features = datasets.Features(
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+ {
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+ "screenshot_path": datasets.Value("string"),
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+ "caption": datasets.Value("string"),
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+ # This is a JSON obj, but will be coded as a string
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+ "hierarchy": datasets.Value("string"),
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+ }
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+ )
 
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  return datasets.DatasetInfo(
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  description=_DESCRIPTION,