update

configs/arxiv.py

@@ -1,3 +1,5 @@
+from typing import NoReturn
+
 from configs.fs import FSConfig
 
 
@@ -6,30 +8,30 @@ class ArxivConfig(FSConfig):
         super().__init__(**kwargs)
 
     @property
-    def id_key(self):
+    def id_key(self) -> str:
         return "article_id"
 
     @property
-    def source_key(self):
+    def source_key(self) -> str:
         return "article_text"
 
     @property
-    def target_key(self):
+    def target_key(self) -> str:
         return "abstract_text"
 
     @property
-    def train_file(self):
+    def train_file(self) -> str:
         return "train.txt"
 
     @property
-    def validation_file(self):
+    def validation_file(self) -> str:
         return "val.txt"
 
     @property
-    def test_file(self):
+    def test_file(self) -> str:
         return "test.txt"
 
-    def process(self, example):
+    def process(self, example) -> NoReturn:
         example[self.source_key] = " ".join(example[self.source_key])
         example[self.target_key] = " ".join(example[self.target_key]).replace("<S>", "").replace("</S>", "")
         del example["labels"]

configs/fs.py

@@ -1,4 +1,5 @@
 from abc import abstractmethod
+from typing import Optional, NoReturn, Union
 
 import datasets
 
@@ -21,39 +22,45 @@ class FSConfig(datasets.BuilderConfig):
         """
         super(FSConfig, self).__init__(version=datasets.Version("1.0.0"), **kwargs)
         self.features = [self.id_key, self.source_key, self.target_key] + additional_features
+        if self.question_key:
+            self.features += [self.question_key]
         self.data_url = data_url
         self.citation = citation
         self.url = url
 
     @property
     @abstractmethod
-    def id_key(self):
+    def id_key(self) -> str:
         pass
 
     @property
     @abstractmethod
-    def train_file(self):
+    def train_file(self) -> str:
         pass
 
     @property
     @abstractmethod
-    def validation_file(self):
+    def validation_file(self) -> str:
         pass
 
     @property
     @abstractmethod
-    def test_file(self):
+    def test_file(self) -> str:
         pass
 
     @property
     @abstractmethod
-    def source_key(self):
+    def source_key(self) -> str:
         pass
 
+    @property
+    def question_key(self) -> Union[str, None]:
+        return None
+
     @property
     @abstractmethod
-    def target_key(self):
+    def target_key(self) -> str:
         pass
 
-    def process(self, example):
+    def process(self, example) -> NoReturn:
         pass

configs/scrolls.py

@@ -6,25 +6,25 @@ class ScrollsConfig(FSConfig):
         super().__init__(**kwargs)
 
     @property
-    def source_key(self):
+    def source_key(self) -> str:
         return "input"
 
     @property
-    def target_key(self):
+    def target_key(self) -> str:
         return "output"
 
     @property
-    def train_file(self):
+    def train_file(self) -> str:
         return "train.jsonl"
 
     @property
-    def validation_file(self):
+    def validation_file(self) -> str:
         return "validation.jsonl"
 
     @property
-    def test_file(self):
+    def test_file(self) -> str:
         return "test.jsonl"
 
     @property
-    def id_key(self):
-        return "pid"
+    def id_key(self) -> str:
+        return "pid"

configs/super_glue.py

@@ -0,0 +1,36 @@
+from typing import Optional, Union
+
+from configs.fs import FSConfig
+
+
+class BoolQConfig(FSConfig):
+    def __init__(self, **kwargs):
+        super().__init__(**kwargs)
+
+    @property
+    def id_key(self) -> str:
+        return "idx"
+
+    @property
+    def source_key(self) -> str:
+        return "passage"
+
+    @property
+    def question_key(self) -> Union[str, None]:
+        return "question"
+
+    @property
+    def target_key(self) -> str:
+        return "label"
+
+    @property
+    def train_file(self) -> str:
+        return "train.jsonl"
+
+    @property
+    def validation_file(self) -> str:
+        return "val.jsonl"
+
+    @property
+    def test_file(self) -> str:
+        return "test.jsonl"

debug.py

@@ -2,9 +2,9 @@ from transformers import AutoTokenizer
 from datasets import load_dataset
 
 def main():
-    tokenizer = AutoTokenizer.from_pretrained("t5-base")
     # dataset = load_dataset("tau/fs",name="summ_screen_fd", max_source_length=512, tokenizer=tokenizer, prompt="Summary:")
-    ssfd_debug = load_dataset("/Users/yuvalkirstain/repos/fs", name="summ_screen_fd_debug")
+    ssfd_debug = load_dataset("/Users/yuvalkirstain/repos/fs", name="summ_screen_fd")
+    x = 5
     # arxiv_debug = load_dataset("/Users/yuvalkirstain/repos/fs", name="arxiv_debug", max_source_length=512,
     #                            tokenizer=tokenizer, prompt="Summarize the above:")
 

fs.py

@@ -10,6 +10,7 @@ from citations_and_descriptions import (
 )
 from configs.arxiv import ArxivConfig
 from configs.scrolls import ScrollsConfig
+from configs.super_glue import BoolQConfig
 
 
 class FS(datasets.GeneratorBasedBuilder):
@@ -40,6 +41,14 @@ class FS(datasets.GeneratorBasedBuilder):
             citation=_ARXIV_DESCRIPTION,
             url="https://github.com/armancohan/long-summarization"
         ),
+        BoolQConfig(
+            additional_features=[],
+            name="boolq",
+            description="",  # TODO
+            data_url="https://dl.fbaipublicfiles.com/glue/superglue/data/v2/BoolQ.zip",
+            citation=_ARXIV_DESCRIPTION,
+            url=""  # TODO
+        )
     ]
 
     def _info(self):
@@ -54,6 +63,8 @@ class FS(datasets.GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         dl_dir = dl_manager.download_and_extract(self.config.data_url)
+        task_name = _get_task_name_from_data_url(self.config.data_url)
+        dl_dir = os.path.join(dl_dir, task_name)
 
         data_files = {} if self.config.data_files is not None else None
         if data_files is not None:
@@ -86,4 +97,10 @@ class FS(datasets.GeneratorBasedBuilder):
             for line in f:
                 row = json.loads(line)
                 self.config.process(row)
+                if self.config.target_key not in row:
+                    row[self.config.target_key] = None
                 yield row[self.config.id_key], row
+
+
+def _get_task_name_from_data_url(data_url):
+    return data_url.split("/")[-1].split(".")[0]