tracr/compiler/nodes.py

# Copyright 2022 DeepMind Technologies Limited. All Rights Reserved.
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# 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
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# 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.
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# ==============================================================================
"""Documents the data stored in nodes after each compiler pass."""

from typing import Any

Node = dict[str, Any]
NodeID = str

# RASP -> Graph
ID = "ID"  # unique ID of the node
EXPR = "EXPR"  # the RASPExpr of the node

# Basis inference
# Note that only S-Op expressions will have these keys set.
VALUE_SET = "VALUE_SET"  # possible values taken on by this SOp.
OUTPUT_BASIS = "OUTPUT_BASIS"  # the corresponding named basis.

# RASP Graph -> Craft Graph
MODEL_BLOCK = "MODEL_BLOCK"  # craft block representing a RASPExpr