Stage

class rapidtools.processing.Stage(value)

Bases: IntEnum

Execution order of pipeline steps (lower runs first).

Variables:

• DETECT – Discover assets in imagery (e.g. SAM 3 feature extraction).

• EXTRACT_IMAGERY – Attach aerial or street-level images to assets.

• REGULARIZE – Clean and regularize asset geometries.

• SEGMENT – Segment the attached images (masks, boxes).

• VERIFY – Confirm detections with a model and drop false positives; runs after imagery is attached and before analysis, so rejected objects are never sent to the (paid) analysis model.

• ANALYZE – Run vision-language models over the images.

• EXPORT – Reporters and exporters.

• CUSTOM – Steps without a declared stage; run last.

Example

>>> Stage.DETECT < Stage.ANALYZE < Stage.CUSTOM
True

Methods

conjugate	Returns self, the complex conjugate of any int.
bit_length	Number of bits necessary to represent self in binary.
bit_count	Number of ones in the binary representation of the absolute value of self.
to_bytes	Return an array of bytes representing an integer.
from_bytes	Return the integer represented by the given array of bytes.
as_integer_ratio	Return integer ratio.