refactor

alibaba_cluster_trace_2018/pretrain.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8ec2579cc63c5f56c504d91134d5427b1bdff4046e6c1d6bef1a458965087378
+size 1161078571

alibaba_cluster_trace_2018/train_test.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9011da57e1c5e366b04aec17f2734886fa0e52552c26e8df896702004ffdec53
+size 103588580

azure_vm_traces_2017/pretrain.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:41030c98d4a0ff52bd80bc0d67b0795e7ea48e5e6df8964a113676bc00e16ef0
+size 9889999837

azure_vm_traces_2017/train_test.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:de820360d155f8e24900f5156e8696d9ad727f98f72baaa34bbf7346ce955269
+size 1409364386

borg_cluster_data_2011/pretrain.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8e40623398b6db5fdf4b098eeb7873496fdae8b4c20b91ff8d9b4e44fcccba02
+size 3148616998

borg_cluster_data_2011/train_test.zip

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e99c2ba0735ccd2284e22d47aaa4ce43f1251f830d4673019e4e255fbc5d9d2e
+size 357008427

cloudops_tsf.py

@@ -30,11 +30,6 @@ _CITATION = """\
 }
 """
 
-_URLS = {
-    "azure_vm_traces_2017": "azure_vm_traces_2017.parquet",
-    "borg_cluster_data_2011": "borg_cluster_data_2011.parquet",
-    "alibaba_cluster_trace_2018": "alibaba_cluster_trace_2018.parquet",
-}
 
 _CONFIGS = {
     "azure_vm_traces_2017": {
@@ -139,8 +134,8 @@ Cardinalities = tuple[tuple[str, int], ...]
 
 
 @dataclass
-class AIOpsTSFConfig(datasets.BuilderConfig):
-    """BuilderConfig for AIOpsTSF."""
+class CloudOpsTSFConfig(datasets.BuilderConfig):
+    """BuilderConfig for CloudOpsTSF."""
 
     # load_dataset kwargs
     train_test: bool = field(default=True, init=False)
@@ -198,13 +193,13 @@ class AIOpsTSFConfig(datasets.BuilderConfig):
         return [c[1] for c in self._feat_static_cat_cardinalities[split]]
 
 
-class AIOpsTSF(datasets.ArrowBasedBuilder):
+class CloudOpsTSF(datasets.ArrowBasedBuilder):
     VERSION = datasets.Version("1.0.0")
 
     BUILDER_CONFIGS = []
     for dataset, config in _CONFIGS.items():
         BUILDER_CONFIGS.append(
-            AIOpsTSFConfig(name=dataset, version=VERSION, description="", **config)
+            CloudOpsTSFConfig(name=dataset, version=VERSION, description="", **config)
         )
 
     def _info(self) -> datasets.DatasetInfo:
@@ -272,16 +267,23 @@ class AIOpsTSF(datasets.ArrowBasedBuilder):
         )
 
     def _split_generators(self, dl_manager) -> list[datasets.SplitGenerator]:
-        split = 'train_test' if self.config.train_test else 'pretrain'
-        url = _URLS[self.config.name] + f'/split={split}'
-        downloaded_files = dl_manager.download(url)
-
-        generators = [
-            datasets.SplitGenerator(
-                name=TRAIN_TEST if self.config.train_test else PRETRAIN,
-                gen_kwargs={"filepath": downloaded_files}
+        generators = []
+        if self.config.train_test:
+            downloaded_files = dl_manager.download_and_extract(f"{self.config.name}/train_test.zip")
+            generators.append(
+                datasets.SplitGenerator(
+                    name=TRAIN_TEST if self.config.train_test else PRETRAIN,
+                    gen_kwargs={"filepath": downloaded_files}
+                )
+            )
+        if self.config.pretrain:
+            downloaded_files = dl_manager.download_and_extract(f"{self.config.name}/pretrain.zip")
+            generators.append(
+                datasets.SplitGenerator(
+                    name=PRETRAIN,
+                    gen_kwargs={"filepath": downloaded_files}
+                )
             )
-        ]
         return generators
 
     def _generate_tables(self, filepath: str) -> Iterator[pa.Table]: