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CASCADE Forensics - Read the Ghost in the Data
Every dataset is a confession. It remembers what happened to it.
This module reads those memories.
GHOST LOG: Inferred processing history from data artifacts
SKELETON: Probable system architecture
DNA: Technology fingerprints
SOUL: Behavioral predictions
Usage:
from cascade.forensics import DataForensics
forensics = DataForensics()
report = forensics.analyze(dataframe)
print(report.ghost_log) # Inferred operations
print(report.skeleton) # System architecture
print(report.fingerprints) # Technology hints
"""
from cascade.forensics.analyzer import (
DataForensics,
ForensicsReport,
GhostLog,
InferredOperation,
)
from cascade.forensics.artifacts import (
ArtifactDetector,
TimestampArtifacts,
IDPatternArtifacts,
TextArtifacts,
NumericArtifacts,
NullPatternArtifacts,
SchemaArtifacts,
)
from cascade.forensics.fingerprints import (
TechFingerprinter,
Fingerprint,
)
__all__ = [
"DataForensics",
"ForensicsReport",
"GhostLog",
"InferredOperation",
"ArtifactDetector",
"TechFingerprinter",
"Fingerprint",
]
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