edited _split

milling_processes_LUH__testing_propuses.py

@@ -6,7 +6,6 @@ import os
 
 import datasets
 
-# TODO: Add BibTeX citation
 # Find for instance the citation on arxiv or on the dataset repo/website
 _CITATION = """\
 @InProceedings{huggingface:dataset,
@@ -110,24 +109,36 @@ class MillingProcessesLUH(datasets.GeneratorBasedBuilder):
                 name=datasets.Split.TRAIN,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, "train.jsonl"),
-                    "split": "train",
+                    "p_data":urls,
+                    "id_start":0,
+                    "id_end":2
+
+                    # "filepath": os.path.join(data_dir, "train.jsonl"),
+                    # "split": "train",
                 },
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.VALIDATION,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, "dev.jsonl"),
-                    "split": "dev",
+
+                    "p_data":urls,
+                    "id_start":2,
+                    "id_end":3
+
+                    # "filepath": os.path.join(data_dir, "dev.jsonl"),
+                    # "split": "dev",
                 },
             ),
             datasets.SplitGenerator(
                 name=datasets.Split.TEST,
                 # These kwargs will be passed to _generate_examples
                 gen_kwargs={
-                    "filepath": os.path.join(data_dir, "test.jsonl"),
-                    "split": "test"
+                    "p_data":urls,
+                    "id_start":3,
+                    "id_end":4
+                    # "filepath": os.path.join(data_dir, "test.jsonl"),
+                    # "split": "test"
                 },
             ),
         ]
@@ -139,16 +150,25 @@ class MillingProcessesLUH(datasets.GeneratorBasedBuilder):
         with open(filepath, encoding="utf-8") as f:
             for key, row in enumerate(f):
                 data = json.loads(row)
-                if self.config.name == "first_domain":
-                    # Yields examples as (key, example) tuples
-                    yield key, {
-                        "sentence": data["sentence"],
-                        "option1": data["option1"],
-                        "answer": "" if split == "test" else data["answer"],
-                    }
-                else:
-                    yield key, {
-                        "sentence": data["sentence"],
-                        "option2": data["option2"],
-                        "second_domain_answer": "" if split == "test" else data["second_domain_answer"],
-                    }
+                # Yields examples as (key, example) tuples
+                yield key, {
+                    "cumulated_tool_contact_time": data["cumulated_tool_contact_time"],
+                    "machine": data["machine"],
+                    "run": data["run"],
+                    "tool": data["tool"],
+                    "wear": data["wear"],
+                    "position_control_deviation_axis_x": data["position_control_deviation_axis_x"],
+                    "position_control_deviation_axis_y":data["position_control_deviation_axis_y"],
+                    "time_machine": data["time_machine"],
+                    "tool_position_x": data["tool_position_x"],
+                    "tool_position_y": data["tool_position_y"],
+                    "tool_position_z": data["tool_position_z"],
+                    "torque_axis_x": data["torque_axis_x"],
+                    "torque_axis_y": data["torque_axis_y"],
+                    "torque_axis_z": data["torque_axis_z"],
+                    "torque_spindle": data["torque_spindle"],
+                    "force_sensor_x": data["force_sensor_x"],
+                    "force_sensor_y": data["force_sensor_y"],
+                    "force_sensor_z": data["force_sensor_z"],
+                    "time_sensor": data["time_sensor"]
+                }