Update dialog2flow-dataset.py

dialog2flow-dataset.py

@@ -7,6 +7,7 @@
 
 #!/usr/bin/env python3
 import os
+import csv
 import json
 import datasets
 from datasets import (GeneratorBasedBuilder,
@@ -35,7 +36,7 @@ _CITATION = """
 }
 """
 
-DATASETS_PRETRAIN = ["dialog-acts", "slots", "dialog-actions"]
+DATASETS_PRETRAIN = ["dialog-acts", "slots", "dialog-acts+slots"]
 DATASETS_DS = {
     'ABCD': ['test', 'train', 'val'],
     'BiTOD': ['test', 'train', 'val'],
@@ -56,7 +57,7 @@ DATASETS_DS = {
     'Taskmaster2': ['train'],
     'Taskmaster3': ['test', 'train', 'val'],
     'WOZ2_0': ['test', 'train', 'val'],
-    # 'SimJointGEN': ['test', 'train', 'val'],
+    'SimJointGEN': ['test', 'train', 'val'],
 }
 DATASETS = list(DATASETS_DS.keys()) + DATASETS_PRETRAIN
 SPLIT2NAME = {
@@ -101,7 +102,7 @@ class Dialog2FlowBuilder(GeneratorBasedBuilder):
                 url="https://github.com/idiap/dialog2flow",
         ))
 
-    DEFAULT_CONFIG_NAME = "dialog-actions"
+    DEFAULT_CONFIG_NAME = "dialog-acts+slots"
 
     def _info(self):
         if self.config.name in DATASETS_PRETRAIN:
@@ -134,11 +135,10 @@ class Dialog2FlowBuilder(GeneratorBasedBuilder):
 
     def _split_generators(self, dl_manager):
         if self.config.name in DATASETS_PRETRAIN:
-            # TODO
             file_path = dl_manager.download({
-                "train": "train.csv",  # full
-                "val": "eval.csv",  # few shot subset
-                "test": "test.csv",  # SpokenWOZ
+                "train": f"{self.config.name}.csv",  # full
+                "val": "val.csv",  # few shot subset
+                # "test": "test.csv",  # TODO: use SpokenWOZ
             })
             splits = [
                 SplitGenerator(
@@ -155,13 +155,13 @@ class Dialog2FlowBuilder(GeneratorBasedBuilder):
                         "split": datasets.Split.VALIDATION,
                     },
                 ),
-                SplitGenerator(
-                    name=datasets.Split.TEST,
-                    gen_kwargs={
-                        "file_path": file_path["test"],
-                        "split": datasets.Split.TEST,
-                    },
-                )
+                # SplitGenerator(  # TODO: use SpokenWOZ
+                #     name=datasets.Split.TEST,
+                #     gen_kwargs={
+                #         "file_path": file_path["test"],
+                #         "split": datasets.Split.TEST,
+                #     },
+                # )
             ]
         else:
             splits = []
@@ -195,4 +195,7 @@ class Dialog2FlowBuilder(GeneratorBasedBuilder):
             for dial_id, dial in data:
                 yield dial_id, {"dialog": dial}
         else:
-            pass
+            with open(file_path, newline='') as csvfile:
+                csvreader = csv.reader(csvfile)
+                for ix, row in enumerate(csvreader):
+                    yield ix, {"utterance": row[0], "label": row[1]}