sintel-dev · abaranov25 · Feb 7, 2026 · Feb 7, 2026
diff --git a/orion/pipelines/pretrained/chronos2/chronos2.json b/orion/pipelines/pretrained/chronos2/chronos2.json
@@ -0,0 +1,36 @@
+{
+    "primitives": [
+        "mlstars.custom.timeseries_preprocessing.time_segments_aggregate",
+        "sklearn.impute.SimpleImputer",
+        "mlstars.custom.timeseries_preprocessing.rolling_window_sequences",
+        "orion.primitives.chronos2.Chronos2",
+        "orion.primitives.timeseries_errors.regression_errors",
+        "orion.primitives.timeseries_anomalies.find_anomalies"
+    ],
+    "init_params": {
+        "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+            "time_column": "timestamp",
+            "interval": 600,
+            "method": "mean"
+        },
+        "mlstars.custom.timeseries_preprocessing.rolling_window_sequences#1": {
+            "target_column": 0,
+            "window_size": 256
+        },
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "window_size_portion": 0.33,
+            "window_step_size_portion": 0.1,
+            "fixed_threshold": true
+        }
+    },
+    "input_names": {
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "index": "target_index"
+        }
+    },
+    "output_names": {
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "y": "anomalies"
+        }
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_artificialwithanomaly.json b/orion/pipelines/pretrained/chronos2/chronos2_artificialwithanomaly.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_msl.json b/orion/pipelines/pretrained/chronos2/chronos2_msl.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 21600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_realadexchange.json b/orion/pipelines/pretrained/chronos2/chronos2_realadexchange.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 3600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_realawscloudwatch.json b/orion/pipelines/pretrained/chronos2/chronos2_realawscloudwatch.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_realtraffic.json b/orion/pipelines/pretrained/chronos2/chronos2_realtraffic.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_realtweets.json b/orion/pipelines/pretrained/chronos2/chronos2_realtweets.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_smap.json b/orion/pipelines/pretrained/chronos2/chronos2_smap.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 21600
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_ucr.json b/orion/pipelines/pretrained/chronos2/chronos2_ucr.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 300
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_yahooa1.json b/orion/pipelines/pretrained/chronos2/chronos2_yahooa1.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 1
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_yahooa2.json b/orion/pipelines/pretrained/chronos2/chronos2_yahooa2.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 1
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_yahooa3.json b/orion/pipelines/pretrained/chronos2/chronos2_yahooa3.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 1
+    }
+}
diff --git a/orion/pipelines/pretrained/chronos2/chronos2_yahooa4.json b/orion/pipelines/pretrained/chronos2/chronos2_yahooa4.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 1
+    }
+}
diff --git a/orion/pipelines/pretrained/cisco/cisco.json b/orion/pipelines/pretrained/cisco/cisco.json
@@ -0,0 +1,39 @@
+{
+    "primitives": [
+        "mlstars.custom.timeseries_preprocessing.time_segments_aggregate",
+        "sklearn.impute.SimpleImputer",
+        "mlstars.custom.timeseries_preprocessing.rolling_window_sequences",
+        "orion.primitives.cisco.Cisco",
+        "orion.primitives.timeseries_errors.regression_errors",
+        "orion.primitives.timeseries_anomalies.find_anomalies"
+    ],
+    "init_params": {
+        "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+            "time_column": "timestamp",
+            "interval": 600,
+            "method": "mean"
+        },
+        "mlstars.custom.timeseries_preprocessing.rolling_window_sequences#1": {
+            "target_column": 0,
+            "window_size": 30720,
+            "step_size": 16
+        },
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "window_size_portion": 0.33,
+            "window_step_size_portion": 0.1,
+            "fixed_threshold": true,
+            "window_size": 250,
+            "window_step_size": 40
+        }
+    },
+    "input_names": {
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "index": "target_index"
+        }
+    },
+    "output_names": {
+        "orion.primitives.timeseries_anomalies.find_anomalies#1": {
+            "y": "anomalies"
+        }
+    }
+}
diff --git a/orion/pipelines/pretrained/cisco/cisco_artificialwithanomaly.json b/orion/pipelines/pretrained/cisco/cisco_artificialwithanomaly.json
@@ -0,0 +1,6 @@
+{
+    "mlstars.custom.timeseries_preprocessing.time_segments_aggregate#1": {
+        "time_column": "timestamp",
+        "interval": 600
+    }
+}
diff --git a/orion/pipelines/pretrained/cisco/cisco_modeling/__init__.py b/orion/pipelines/pretrained/cisco/cisco_modeling/__init__.py
@@ -0,0 +1,28 @@
+#
+# Copyright 2025 Splunk Inc.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+"""Multi-resolution Cisco Time Series Model.
+"""
+
+from .patched_decoder_multi_resolution import (
+    CiscoTsmMRConfig,
+    PatchedTSMultiResolutionDecoder,
+)
+from .cisco_tsm_mr import CiscoTsmMR, TimesFmHparams, TimesFmCheckpoint
+
+__all__ = [
+    "CiscoTsmMRConfig",
+    "PatchedTSMultiResolutionDecoder",
+    "CiscoTsmMR",
+]