aboutsummaryrefslogtreecommitdiff
path: root/.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py
diff options
context:
space:
mode:
Diffstat (limited to '.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py')
-rw-r--r--.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py66
1 files changed, 66 insertions, 0 deletions
diff --git a/.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py b/.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py
new file mode 100644
index 00000000..85cd8601
--- /dev/null
+++ b/.venv/lib/python3.12/site-packages/huggingface_hub/utils/endpoint_helpers.py
@@ -0,0 +1,66 @@
+# 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.
+"""
+Helpful utility functions and classes in relation to exploring API endpoints
+with the aim for a user-friendly interface.
+"""
+
+import math
+import re
+from typing import TYPE_CHECKING
+
+from ..repocard_data import ModelCardData
+
+
+if TYPE_CHECKING:
+ from ..hf_api import ModelInfo
+
+
+def _is_emission_within_threshold(model_info: "ModelInfo", minimum_threshold: float, maximum_threshold: float) -> bool:
+ """Checks if a model's emission is within a given threshold.
+
+ Args:
+ model_info (`ModelInfo`):
+ A model info object containing the model's emission information.
+ minimum_threshold (`float`):
+ A minimum carbon threshold to filter by, such as 1.
+ maximum_threshold (`float`):
+ A maximum carbon threshold to filter by, such as 10.
+
+ Returns:
+ `bool`: Whether the model's emission is within the given threshold.
+ """
+ if minimum_threshold is None and maximum_threshold is None:
+ raise ValueError("Both `minimum_threshold` and `maximum_threshold` cannot both be `None`")
+ if minimum_threshold is None:
+ minimum_threshold = -1
+ if maximum_threshold is None:
+ maximum_threshold = math.inf
+
+ card_data = getattr(model_info, "card_data", None)
+ if card_data is None or not isinstance(card_data, (dict, ModelCardData)):
+ return False
+
+ # Get CO2 emission metadata
+ emission = card_data.get("co2_eq_emissions", None)
+ if isinstance(emission, dict):
+ emission = emission["emissions"]
+ if not emission:
+ return False
+
+ # Filter out if value is missing or out of range
+ matched = re.search(r"\d+\.\d+|\d+", str(emission))
+ if matched is None:
+ return False
+
+ emission_value = float(matched.group(0))
+ return minimum_threshold <= emission_value <= maximum_threshold