Upload CAPMIT1003.py

CAPMIT1003.py

@@ -87,7 +87,7 @@ class CapMIT1003DB:
             Data frame with columns `click_id`, `obs_uid`, `x`, `y`, and `click_time`. See accompanying readme for full
             documentation of columns.
         """
-        return pd.read_sql_query('SELECT x, y, click_time, usr_uid AS time FROM clicks WHERE obs_uid = ?', self.cnx,
+        return pd.read_sql_query('SELECT x, y, click_time AS time FROM clicks WHERE obs_uid = ?', self.cnx,
                                  params=[obs_uid])
 
     @staticmethod
@@ -116,15 +116,14 @@ class CapMIT1003(datasets.GeneratorBasedBuilder):
             features=datasets.Features(
                 {
                     "obs_uid": datasets.Value("string"),
-                    "usr_uid": datasets.Value("string"),
+                    # "usr_uid": datasets.Value("string"),
                     # "start_time": datasets.Value("timestamp"),
                     "caption": datasets.Value("string"),
                     # "img_uid": datasets.Value("string"),
                     # "img_path": datasets.Value("string"),
                     "image": datasets.Image(),
                     #"click_id": datasets.Value("int32"),
-                    # "x": datasets.Value("int16"),
-                    # "y": datasets.Value("int16"),
+                    "clicks_path": datasets.Value("int16"),
                     # "click_time": datasets.Value("timestamp")
                 }
             ),
@@ -136,36 +135,43 @@ class CapMIT1003(datasets.GeneratorBasedBuilder):
         )
 
     def _split_generators(self, dl_manager: datasets.DownloadManager) -> List[datasets.SplitGenerator]:
-        urls_to_download = {"train": self._URLS}
+        urls_to_download = {"mit1003": self._URLS}
         downloaded_files = dl_manager.download_and_extract(urls_to_download)
+        downloaded_db = dl_manager.download({"cap1003": ["./capmit1003.db"]})
 
         return [
-            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"file_path": downloaded_files["train"]}),
+            datasets.SplitGenerator(name=datasets.Split.TRAIN, gen_kwargs={"mit1003_path": downloaded_files["mit1003"], "capmit1003_db_path": downloaded_db["cap1003"]}),
         ]
 
 
-    def _generate_examples(self, file_path):
+    def _generate_examples(self, mit1003_path, capmit1003_db_path):
         #CapMIT1003DB.download_images()
-        logger.warning(f"filepath is: {file_path}")
-        with CapMIT1003DB('capmit1003.db', file_path) as db:
+        logger.warning(f"filepath is: {mit1003_path}")
+        logger.warning(f"db is: {capmit1003_db_path}")
+        logger.warning(f"filepath is: {mit1003_path[0]}")
+        with CapMIT1003DB(os.path.join(capmit1003_db_path[0]), os.path.join(mit1003_path[0], "ALLSTIMULI")) as db:
             logger.warning("inside")
             image_captions = db.get_captions()
             logger.warning(f"captions: {image_captions}")
             for pair in image_captions.itertuples(index=False):
-                logger.warning("Loop-")
+                logger.info(f"{pair.caption}")
                 caption = pair.caption
                 obs_uid = pair.obs_uid
                 click_path = db.get_click_path(obs_uid)
-                #xy_coordinates = click_path[['x', 'y']].values
+                xy_coordinates = click_path[['x', 'y']].values
+                logger.info(xy_coordinates)
                 #click_times = click_path["click_time"].values
-                usr_uid = click_path["usr_uid"].values
+                # usr_uid = pair["usr_uid"].values
                 example = {
                     "obs_uid": obs_uid,
-                    "usr_uid": usr_uid,
+                    # "usr_uid": usr_uid,
                     "image": pair.img_path,
                     "caption": caption,
-                    # "click_path": xy_coordinates,
+                    "clicks_path": xy_coordinates,
                     # "click_times": click_times
                 }
 
                 yield obs_uid, example
+
+
+#datasets-cli test CapMIT1003/CAPMIT1003.py --save_info --all_configs