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Geobench v2 typing #49

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Geobench v2 typing #49

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22005e3
Merge branch 'main' into geobench_v2_typing
leotizzei Nov 4, 2025
296ecbe
remove torchgeo constraint
leotizzei Nov 4, 2025
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2 changes: 1 addition & 1 deletion pyproject.toml
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Original file line number Diff line number Diff line change
Expand Up @@ -72,7 +72,7 @@ dependencies = [
"optuna-integration",
"psutil",
"tabulate>=0.9.0",
"torch<=2.2.2",
"torch",
"seaborn"
]

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18 changes: 16 additions & 2 deletions terratorch_iterate/iterate_types.py
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Expand Up @@ -6,7 +6,7 @@
import copy
import enum
from dataclasses import dataclass, field, replace
from typing import Any, Optional, Union
from typing import Any, Optional, Union, TYPE_CHECKING
from terratorch.tasks import (
ClassificationTask,
MultiLabelClassificationTask,
Expand All @@ -16,6 +16,20 @@
)
from torchgeo.datamodules import BaseDataModule

import logging

try:
from geobench_v2.datamodules import GeoBenchDataModule
GEOBENCH_AVAILABLE = True
except ImportError:
GeoBenchDataModule = None # type: ignore
GEOBENCH_AVAILABLE = False
logging.getLogger("terratorch").debug("geobench_v2 not installed")


if TYPE_CHECKING:
from geobench_v2.datamodules import GeoBenchDataModule

valid_task_types = type[
SemanticSegmentationTask
| ClassificationTask
Expand Down Expand Up @@ -129,7 +143,7 @@ class Task:

name: str
type: TaskTypeEnum = field(repr=False)
datamodule: BaseDataModule = field(repr=False)
datamodule: Union[BaseDataModule, "GeoBenchDataModule"] = field(repr=False)
direction: str
terratorch_task: Optional[dict[str, Any]] = None
metric: str = "val/loss"
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