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[SYSTEMDS-2864] Central opcode enum and consistent usage
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Closes #2192.
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aarnaty authored and mboehm7 committed Feb 1, 2025
1 parent 4949e96 commit 98c2446
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350 changes: 350 additions & 0 deletions src/main/java/org/apache/sysds/common/Opcodes.java
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/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you 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.
*/

package org.apache.sysds.common;

import org.apache.sysds.lops.Append;
import org.apache.sysds.lops.Compression;
import org.apache.sysds.lops.DataGen;
import org.apache.sysds.lops.DeCompression;
import org.apache.sysds.lops.LeftIndex;
import org.apache.sysds.lops.Local;
import org.apache.sysds.lops.RightIndex;

import org.apache.sysds.runtime.instructions.cp.CPInstruction.CPType;
import org.apache.sysds.common.Types.OpOp1;
import org.apache.sysds.hops.FunctionOp;

import java.util.EnumSet;
import java.util.HashMap;
import java.util.Map;

public enum Opcodes {
MMULT("ba+*", CPType.AggregateBinary),
TAKPM("tak+*", CPType.AggregateTernary),
TACKPM("tack+*", CPType.AggregateTernary),

UAKP("uak+", CPType.AggregateUnary),
UARKP("uark+", CPType.AggregateUnary),
UACKP("uack+", CPType.AggregateUnary),
UASQKP("uasqk+", CPType.AggregateUnary),
UARSQKP("uarsqk+", CPType.AggregateUnary),
UACSQKP("uacsqk+", CPType.AggregateUnary),
UAMEAN("uamean", CPType.AggregateUnary),
UARMEAN("uarmean", CPType.AggregateUnary),
UACMEAN("uacmean", CPType.AggregateUnary),
UAVAR("uavar", CPType.AggregateUnary),
UARVAR("uarvar", CPType.AggregateUnary),
UACVAR("uacvar", CPType.AggregateUnary),
UAMAX("uamax", CPType.AggregateUnary),
UARMAX("uarmax", CPType.AggregateUnary),
UARIMAX("uarimax", CPType.AggregateUnary),
UACMAX("uacmax", CPType.AggregateUnary),
UAMIN("uamin", CPType.AggregateUnary),
UARMIN("uarmin", CPType.AggregateUnary),
UARIMIN("uarimin", CPType.AggregateUnary),
UACMIN("uacmin", CPType.AggregateUnary),
UAP("ua+", CPType.AggregateUnary),
UARP("uar+", CPType.AggregateUnary),
UACP("uac+", CPType.AggregateUnary),
UAM("ua*", CPType.AggregateUnary),
UARM("uar*", CPType.AggregateUnary),
UACM("uac*", CPType.AggregateUnary),
UATRACE("uatrace", CPType.AggregateUnary),
UAKTRACE("uaktrace", CPType.AggregateUnary),

NROW("nrow", CPType.AggregateUnary),
NCOL("ncol", CPType.AggregateUnary),
LENGTH("length", CPType.AggregateUnary),
EXISTS("exists", CPType.AggregateUnary),
LINEAGE("lineage", CPType.AggregateUnary),
UACD("uacd", CPType.AggregateUnary),
UACDR("uacdr", CPType.AggregateUnary),
UACDC("uacdc", CPType.AggregateUnary),
UACDAP("uacdap", CPType.AggregateUnary),
UACDAPR("uacdapr", CPType.AggregateUnary),
UACDAPC("uacdapc", CPType.AggregateUnary),
UNIQUE("unique", CPType.AggregateUnary),
UNIQUER("uniquer", CPType.AggregateUnary),
UNIQUEC("uniquec", CPType.AggregateUnary),

UAGGOUTERCHAIN("uaggouterchain", CPType.UaggOuterChain),

// Arithmetic Instruction Opcodes
PLUS("+", CPType.Binary),
MINUS("-", CPType.Binary),
MULT("*", CPType.Binary),
DIV("/", CPType.Binary),
MODULUS("%%", CPType.Binary),
INTDIV("%/%", CPType.Binary),
POW("^", CPType.Binary),
MINUS1_MULT("1-*", CPType.Binary), //special * case
POW2("^2", CPType.Binary), //special ^ case
MULT2("*2", CPType.Binary), //special * case
MINUS_NZ("-nz", CPType.Binary), //special - case

// Boolean Instruction Opcodes
AND("&&", CPType.Binary),
OR("||", CPType.Binary),
XOR("xor", CPType.Binary),
BITWAND("bitwAnd", CPType.Binary),
BITWOR("bitwOr", CPType.Binary),
BITWXOR("bitwXor", CPType.Binary),
BITWSHIFTL("bitwShiftL", CPType.Binary),
BITWSHIFTR("bitwShiftR", CPType.Binary),
NOT("!", CPType.Unary),

// Relational Instruction Opcodes
EQUAL("==", CPType.Binary),
NOTEQUAL("!=", CPType.Binary),
LESS("<", CPType.Binary),
GREATER(">", CPType.Binary),
LESSEQUAL("<=", CPType.Binary),
GREATEREQUAL(">=", CPType.Binary),

// Builtin Instruction Opcodes
LOG("log", CPType.Builtin),
LOGNZ("log_nz", CPType.Builtin),

SOLVE("solve", CPType.Binary),
MAX("max", CPType.Binary),
MIN("min", CPType.Binary),
DROPINVALIDTYPE("dropInvalidType", CPType.Binary),
DROPINVALIDLENGTH("dropInvalidLength", CPType.Binary),
FREPLICATE("freplicate", CPType.Binary),
VALUESWAP("valueSwap", CPType.Binary),
APPLYSCHEMA("applySchema", CPType.Binary),
MAP("_map", CPType.Ternary),

NMAX("nmax", CPType.BuiltinNary),
NMIN("nmin", CPType.BuiltinNary),
NP("n+", CPType.BuiltinNary),
NM("n*", CPType.BuiltinNary),

EXP("exp", CPType.Unary),
ABS("abs", CPType.Unary),
SIN("sin", CPType.Unary),
COS("cos", CPType.Unary),
TAN("tan", CPType.Unary),
SINH("sinh", CPType.Unary),
COSH("cosh", CPType.Unary),
TANH("tanh", CPType.Unary),
ASIN("asin", CPType.Unary),
ACOS("acos", CPType.Unary),
ATAN("atan", CPType.Unary),
SIGN("sign", CPType.Unary),
SQRT("sqrt", CPType.Unary),
PLOGP("plogp", CPType.Unary),
PRINT("print", CPType.Unary),
ASSERT("assert", CPType.Unary),
ROUND("round", CPType.Unary),
CEIL("ceil", CPType.Unary),
FLOOR("floor", CPType.Unary),
UCUMKP("ucumk+", CPType.Unary),
UCUMM("ucum*", CPType.Unary),
UCUMKPM("ucumk+*", CPType.Unary),
UCUMMIN("ucummin", CPType.Unary),
UCUMMAX("ucummax", CPType.Unary),
STOP("stop", CPType.Unary),
INVERSE("inverse", CPType.Unary),
CHOLESKY("cholesky", CPType.Unary),
SPROP("sprop", CPType.Unary),
SIGMOID("sigmoid", CPType.Unary),
TYPEOF("typeOf", CPType.Unary),
DETECTSCHEMA("detectSchema", CPType.Unary),
COLNAMES("colnames", CPType.Unary),
ISNA("isna", CPType.Unary),
ISNAN("isnan", CPType.Unary),
ISINF("isinf", CPType.Unary),
PRINTF("printf", CPType.BuiltinNary),
CBIND("cbind", CPType.BuiltinNary),
RBIND("rbind", CPType.BuiltinNary),
EVAL("eval", CPType.BuiltinNary),
LIST("list", CPType.BuiltinNary),

//Parametrized builtin functions
AUTODIFF("autoDiff", CPType.ParameterizedBuiltin),
CONTAINS("contains", CPType.ParameterizedBuiltin),
PARAMSERV("paramserv", CPType.ParameterizedBuiltin),
NVLIST("nvlist", CPType.ParameterizedBuiltin),
CDF("cdf", CPType.ParameterizedBuiltin),
INVCDF("invcdf", CPType.ParameterizedBuiltin),
GROUPEDAGG("groupedagg", CPType.ParameterizedBuiltin),
RMEMPTY("rmempty", CPType.ParameterizedBuiltin),
REPLACE("replace", CPType.ParameterizedBuiltin),
LOWERTRI("lowertri", CPType.ParameterizedBuiltin),
UPPERTRI("uppertri", CPType.ParameterizedBuiltin),
REXPAND("rexpand", CPType.ParameterizedBuiltin),
TOSTRING("toString", CPType.ParameterizedBuiltin),
TOKENIZE("tokenize", CPType.ParameterizedBuiltin),
TRANSFORMAPPLY("transformapply", CPType.ParameterizedBuiltin),
TRANSFORMDECODE("transformdecode", CPType.ParameterizedBuiltin),
TRANSFORMCOLMAP("transformcolmap", CPType.ParameterizedBuiltin),
TRANSFORMMETA("transformmeta", CPType.ParameterizedBuiltin),
TRANSFORMENCODE("transformencode", CPType.MultiReturnParameterizedBuiltin),

//Ternary instruction opcodes
PM("+*", CPType.Ternary),
MINUSMULT("-*", CPType.Ternary),
IFELSE("ifelse", CPType.Ternary),

//Variable instruction opcodes
ASSIGNVAR("assignvar", CPType.Variable),
CPVAR("cpvar", CPType.Variable),
MVVAR("mvvar", CPType.Variable),
RMVAR("rmvar", CPType.Variable),
RMFILEVAR("rmfilevar", CPType.Variable),
CAST_AS_SCALAR(OpOp1.CAST_AS_SCALAR.toString(), CPType.Variable),
CAST_AS_MATRIX(OpOp1.CAST_AS_MATRIX.toString(), CPType.Variable),
CAST_AS_FRAME_VAR("cast_as_frame", CPType.Variable),
CAST_AS_FRAME(OpOp1.CAST_AS_FRAME.toString(), CPType.Variable),
CAST_AS_LIST(OpOp1.CAST_AS_LIST.toString(), CPType.Variable),
CAST_AS_DOUBLE(OpOp1.CAST_AS_DOUBLE.toString(), CPType.Variable),
CAST_AS_INT(OpOp1.CAST_AS_INT.toString(), CPType.Variable),
CAST_AS_BOOLEAN(OpOp1.CAST_AS_BOOLEAN.toString(), CPType.Variable),
ATTACHFILETOVAR("attachfiletovar", CPType.Variable),
READ("read", CPType.Variable),
WRITE("write", CPType.Variable),
CREATEVAR("createvar", CPType.Variable),

//Reorg instruction opcodes
TRANSPOSE("r'", CPType.Reorg),
REV("rev", CPType.Reorg),
ROLL("roll", CPType.Reorg),
DIAG("rdiag", CPType.Reorg),
RESHAPE("rshape", CPType.Reshape),
SORT("rsort", CPType.Reorg),

// Opcodes related to convolutions
RELU_BACKWARD("relu_backward", CPType.Dnn),
RELU_MAXPOOLING("relu_maxpooling", CPType.Dnn),
RELU_MAXPOOLING_BACKWARD("relu_maxpooling_backward", CPType.Dnn),
MAXPOOLING("maxpooling", CPType.Dnn),
MAXPOOLING_BACKWARD("maxpooling_backward", CPType.Dnn),
AVGPOOLING("avgpooling", CPType.Dnn),
AVGPOOLING_BACKWARD("avgpooling_backward", CPType.Dnn),
CONV2D("conv2d", CPType.Dnn),
CONV2D_BIAS_ADD("conv2d_bias_add", CPType.Dnn),
CONV2D_BACKWARD_FILTER("conv2d_backward_filter", CPType.Dnn),
CONV2D_BACKWARD_DATA("conv2d_backward_data", CPType.Dnn),
BIAS_ADD("bias_add", CPType.Dnn),
BIAS_MULTIPLY("bias_multiply", CPType.Dnn),
BATCH_NORM2D("batch_norm2d", CPType.Dnn),
BATCH_NORM2D_BACKWARD("batch_norm2d_backward", CPType.Dnn),
LSTM("lstm", CPType.Dnn),
LSTM_BACKWARD("lstm_backward", CPType.Dnn),

//Quaternary instruction opcodes
WSLOSS("wsloss", CPType.Quaternary),
WSIGMOID("wsigmoid", CPType.Quaternary),
WDIVMM("wdivmm", CPType.Quaternary),
WCEMM("wcemm", CPType.Quaternary),
WUMM("wumm", CPType.Quaternary),

//User-defined function Opcodes
FCALL(FunctionOp.OPCODE, CPType.FCall),

APPEND(Append.OPCODE, CPType.Append),
REMOVE("remove", CPType.Append),

//data generation opcodes
RANDOM(DataGen.RAND_OPCODE, CPType.Rand),
SEQUENCE(DataGen.SEQ_OPCODE, CPType.Rand),
STRINGINIT(DataGen.SINIT_OPCODE, CPType.StringInit),
SAMPLE(DataGen.SAMPLE_OPCODE, CPType.Rand),
TIME(DataGen.TIME_OPCODE, CPType.Rand),
FRAME(DataGen.FRAME_OPCODE, CPType.Rand),

CTABLE("ctable", CPType.Ctable),
CTABLEEXPAND("ctableexpand", CPType.Ctable),

//central moment, covariance, quantiles (sort/pick)
CM("cm", CPType.CentralMoment),
COV("cov", CPType.Covariance),
QSORT("qsort", CPType.QSort),
QPICK("qpick", CPType.QPick),

RIGHT_INDEX(RightIndex.OPCODE, CPType.MatrixIndexing),
LEFT_INDEX(LeftIndex.OPCODE, CPType.MatrixIndexing),

TSMM("tsmm", CPType.MMTSJ),
PMM("pmm", CPType.PMMJ),
MMCHAIN("mmchain", CPType.MMChain),

QR("qr", CPType.MultiReturnBuiltin),
LU("lu", CPType.MultiReturnBuiltin),
EIGEN("eigen", CPType.MultiReturnBuiltin),
FFT("fft", CPType.MultiReturnBuiltin),
IFFT("ifft", CPType.MultiReturnComplexMatrixBuiltin),
FFT_LINEARIZED("fft_linearized", CPType.MultiReturnBuiltin),
IFFT_LINEARIZED("ifft_linearized", CPType.MultiReturnComplexMatrixBuiltin),
STFT("stft", CPType.MultiReturnComplexMatrixBuiltin),
SVD("svd", CPType.MultiReturnBuiltin),
RCM("rcm", CPType.MultiReturnComplexMatrixBuiltin),

PARTITION("partition", CPType.Partition),
COMPRESS(Compression.OPCODE, CPType.Compression),
DECOMPRESS(DeCompression.OPCODE, CPType.DeCompression),
SPOOF("spoof", CPType.SpoofFused),
PREFETCH("prefetch", CPType.Prefetch),
EVICT("_evict", CPType.EvictLineageCache),
BROADCAST("broadcast", CPType.Broadcast),
TRIGREMOTE("trigremote", CPType.TrigRemote),
LOCAL(Local.OPCODE, CPType.Local),

SQL("sql", CPType.Sql);

// Constructor
Opcodes(String name, CPType type) {
this._name = name;
this._type = type;
}

// Fields
private final String _name;
private final CPType _type;

private static final Map<String, Opcodes> _lookupMap = new HashMap<>();

// Initialize lookup map
static {
for (Opcodes op : EnumSet.allOf(Opcodes.class)) {
_lookupMap.put(op.toString(), op);
}
}

// Getters
@Override
public String toString() {
return _name;
}

public CPType getType() {
return _type;
}

public static CPType getCPTypeByOpcode(String opcode) {
for (Opcodes op : Opcodes.values()) {
if (op.toString().equalsIgnoreCase(opcode.trim())) {
return op.getType();
}
}
return null;
}
}
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