From: Tianyi Liang <tianyi-liang@uiowa.edu>
Date: Wed, 6 Nov 2013 16:43:06 +0000 (-0600)
Subject: add seperate regular expression files
X-Git-Tag: cvc5-1.0.0~7276
X-Git-Url: https://git.libre-soc.org/?a=commitdiff_plain;h=e79fe51d91c329a92b9141a65305ebce5c108c21;p=cvc5.git

add seperate regular expression files
---

diff --git a/src/theory/strings/Makefile.am b/src/theory/strings/Makefile.am
index 38efa33f3..f7a6fa0a2 100644
--- a/src/theory/strings/Makefile.am
+++ b/src/theory/strings/Makefile.am
@@ -13,7 +13,8 @@ libstrings_la_SOURCES = \
 	theory_strings_type_rules.h \
 	type_enumerator.h \
 	theory_strings_preprocess.h \
-	theory_strings_preprocess.cpp
+	theory_strings_preprocess.cpp \
+	regexp_operation.cpp
 
 EXTRA_DIST = \
 	kinds
diff --git a/src/theory/strings/regexp_operation.cpp b/src/theory/strings/regexp_operation.cpp
new file mode 100644
index 000000000..0a7701862
--- /dev/null
+++ b/src/theory/strings/regexp_operation.cpp
@@ -0,0 +1,656 @@
+/*********************                                                        */
+/*! \file regexp_operation.CPP
+ ** \verbatim
+ ** Original author: Tianyi Liang
+ ** Major contributors: Tianyi Liang, Andrew Reynolds
+ ** Minor contributors (to current version): none
+ ** This file is part of the CVC4 prototype.
+ ** Copyright (c) 2013-2013  New York University and The University of Iowa
+ ** See the file COPYING in the top-level source directory for licensing
+ ** information.\endverbatim
+ **
+ ** \brief Regular Expresion Operations
+ **
+ ** Regular Expresion Operations
+ **/
+
+#include "theory/strings/regexp_operation.h"
+#include "expr/kind.h"
+
+namespace CVC4 {
+namespace theory {
+namespace strings {
+
+RegExpOpr::RegExpOpr() {
+    d_emptyString = NodeManager::currentNM()->mkConst( ::CVC4::String("") );
+	// All Charactors = all printable ones 32-126
+	d_char_start = 'a';//' ';
+	d_char_end = 'c';//'~';
+	d_sigma = mkAllExceptOne( '\0' );
+	d_sigma_star = NodeManager::currentNM()->mkNode( kind::REGEXP_STAR, d_sigma );
+}
+
+bool RegExpOpr::checkConstRegExp( Node r ) {
+	bool ret = true;
+	if( d_cstre_cache.find( r ) != d_cstre_cache.end() ) {
+		ret = d_cstre_cache[r];
+	} else {
+		if(r.getKind() == kind::STRING_TO_REGEXP) {
+			Node tmp = Rewriter::rewrite( r[0] );
+			ret = tmp.isConst();
+		} else {
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				if(!checkConstRegExp(r[i])) {
+					ret = false; break;
+				}
+			}
+		}
+		d_cstre_cache[r] = ret;
+	}
+	return ret;
+}
+
+// 0-unknown, 1-yes, 2-no
+int RegExpOpr::delta( Node r ) {
+	Trace("strings-regexp-delta") << "RegExp-Delta starts with " << mkString( r ) << std::endl;
+	int ret = 0;
+	if( d_delta_cache.find( r ) != d_delta_cache.end() ) {
+		ret = d_delta_cache[r];
+	} else {
+		int k = r.getKind();
+		switch( k ) {
+			case kind::STRING_TO_REGEXP:
+			{
+				if(r[0].isConst()) {
+					if(r[0] == d_emptyString) {
+						ret = 1;
+					} else {
+						ret = 2;
+					}
+				} else {
+					ret = 0;
+				}
+			}
+				break;
+			case kind::REGEXP_CONCAT:
+			{
+				bool flag = false;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					int tmp = delta( r[i] );
+					if(tmp == 2) {
+						ret = 2;
+						break;
+					} else if(tmp == 0) {
+						flag = true;
+					}
+				}
+				if(!flag && ret != 2) {
+					ret = 1;
+				}
+			}
+				break;
+			case kind::REGEXP_OR:
+			{
+				bool flag = false;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					int tmp = delta( r[i] );
+					if(tmp == 1) {
+						ret = 1;
+						break;
+					} else if(tmp == 0) {
+						flag = true;
+					}
+				}
+				if(!flag && ret != 1) {
+					ret = 2;
+				}
+			}
+				break;
+			case kind::REGEXP_INTER:
+			{
+				bool flag = true;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					int tmp = delta( r[i] );
+					if(tmp == 2) {
+						ret = 2; flag=false;
+						break;
+					} else if(tmp == 0) {
+						flag=false;
+						break;
+					}
+				}
+				if(flag) {
+					ret = 1;
+				}
+			}
+				break;
+			case kind::REGEXP_STAR:
+			{
+				ret = 1;
+			}
+				break;
+			case kind::REGEXP_PLUS:
+			{
+				ret = delta( r[0] );
+			}
+				break;
+			case kind::REGEXP_OPT:
+			{
+				ret = 1;
+			}
+				break;
+			case kind::REGEXP_RANGE:
+			{
+				ret = 2;
+			}
+				break;
+			default:
+				//TODO: special sym: sigma, none, all
+				Trace("strings-error") << "Unsupported term: " << mkString( r ) << " in delta of RegExp." << std::endl;
+				//AlwaysAssert( false );
+				//return Node::null();
+		}
+		d_delta_cache[r] = ret;
+	}
+	Trace("strings-regexp-delta") << "RegExp-Delta returns : " << ret << std::endl;
+	return ret;
+}
+
+//null - no solution
+Node RegExpOpr::derivativeSingle( Node r, CVC4::String c ) {
+	Assert( c.size() < 2 );
+	Trace("strings-regexp-derivative") << "RegExp-derivative starts with " << mkString( r ) << ", c=" << c << std::endl;
+	Node retNode = Node::null();
+	PairDvStr dv = std::make_pair( r, c );
+	if( d_dv_cache.find( dv ) != d_dv_cache.end() ) {
+		retNode = d_dv_cache[dv];
+	} else if( c.isEmptyString() ){
+		int tmp = delta( r );
+		if(tmp == 0) {
+			retNode = Node::null();
+			// TODO variable
+		} else if(tmp == 1) {
+			retNode = r;
+		} else {
+			retNode = Node::null();
+		}
+	} else {
+		int k = r.getKind();
+		switch( k ) {
+			case kind::STRING_TO_REGEXP:
+			{
+				if(r[0].isConst()) {
+					if(r[0] == d_emptyString) {
+						retNode = Node::null();
+					} else {
+						if(r[0].getConst< CVC4::String >().getFirstChar() == c.getFirstChar()) {
+							retNode = r[0].getConst< CVC4::String >().size() == 1 ? d_emptyString : NodeManager::currentNM()->mkNode( kind::STRING_TO_REGEXP, 
+										NodeManager::currentNM()->mkConst( r[0].getConst< CVC4::String >().substr(1) ) );
+						} else {
+							retNode = Node::null();
+						}
+					}
+				} else {
+					retNode = Node::null();
+					// TODO variable
+				}
+			}
+				break;
+			case kind::REGEXP_CONCAT:
+			{
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node dc = derivativeSingle(r[i], c);
+					if(!dc.isNull()) {
+						std::vector< Node > vec_nodes2;
+						if(dc != d_emptyString) {
+							vec_nodes2.push_back( dc );
+						}
+						for(unsigned j=i+1; j<r.getNumChildren(); ++j) {
+							if(r[j] != d_emptyString) {
+								vec_nodes2.push_back( r[j] );
+							}
+						}
+						Node tmp = vec_nodes2.size()==0 ? d_emptyString :
+									( vec_nodes2.size()==1 ? vec_nodes2[0] : NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, vec_nodes2 ) );
+						if(std::find(vec_nodes.begin(), vec_nodes.end(), tmp) == vec_nodes.end()) {
+							vec_nodes.push_back( tmp );
+						}
+					}
+
+					if( delta( r[i] ) != 1 ) {
+						break;
+					}
+				}
+				retNode = vec_nodes.size() == 0 ? Node::null() :
+							( vec_nodes.size()==1 ? vec_nodes[0] : NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes ) );
+			}
+				break;
+			case kind::REGEXP_OR:
+			{
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node dc = derivativeSingle(r[i], c);
+					if(!dc.isNull()) {
+						if(std::find(vec_nodes.begin(), vec_nodes.end(), dc) == vec_nodes.end()) {
+							vec_nodes.push_back( dc );
+						}
+					}
+
+				}
+				retNode = vec_nodes.size() == 0 ? Node::null() :
+							( vec_nodes.size()==1 ? vec_nodes[0] : NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes ) );
+			}
+				break;
+			case kind::REGEXP_INTER:
+			{
+				bool flag = true;
+				bool flag_sg = false;
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node dc = derivativeSingle(r[i], c);
+					if(!dc.isNull()) {
+						if(dc == d_sigma_star) {
+							flag_sg = true;
+						} else {
+							if(std::find(vec_nodes.begin(), vec_nodes.end(), dc) == vec_nodes.end()) {
+								vec_nodes.push_back( dc );
+							}
+						}
+					} else {
+						flag = false;
+						break;
+					}
+				}
+				if(flag) {
+					if(vec_nodes.size() == 0 && flag_sg) {
+						retNode = d_sigma_star;
+					} else {
+						retNode = vec_nodes.size() == 0 ? Node::null() :
+									( vec_nodes.size()==1 ? vec_nodes[0] : NodeManager::currentNM()->mkNode( kind::REGEXP_INTER, vec_nodes ) );
+					}
+				} else {
+					retNode = Node::null();
+				}
+			}
+				break;
+			case kind::REGEXP_STAR:
+			{
+				Node dc = derivativeSingle(r[0], c);
+				if(!dc.isNull()) {
+					retNode = dc==d_emptyString ? r : NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, dc, r );
+				} else {
+					retNode = Node::null();
+				}
+			}
+				break;
+			case kind::REGEXP_PLUS:
+			{
+				Node dc = derivativeSingle(r[0], c);
+				if(!dc.isNull()) {
+					retNode = dc==d_emptyString ? r : NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, dc, r );
+				} else {
+					retNode = Node::null();
+				}
+			}
+				break;
+			case kind::REGEXP_OPT:
+			{
+				return derivativeSingle(r[0], c);
+			}
+				break;
+			case kind::REGEXP_RANGE:
+			{
+				char ch = c.getFirstChar();
+				if (ch >= r[0].getConst< CVC4::String >().getFirstChar() && ch <= r[1].getConst< CVC4::String >().getFirstChar() ) {
+					return d_emptyString;
+				} else {
+					return Node::null();
+				}
+			}
+				break;
+			default:
+				//TODO: special sym: sigma, none, all
+				Trace("strings-error") << "Unsupported term: " << mkString( r ) << " in derivative of RegExp." << std::endl;
+				//AlwaysAssert( false );
+				//return Node::null();
+		}
+		d_dv_cache[dv] = retNode;
+	}
+	Trace("strings-regexp-derivative") << "RegExp-derivative returns : " << ( retNode.isNull() ? "NULL" : mkString( retNode ) )  << std::endl;
+	return retNode;
+}
+
+void RegExpOpr::firstChar( Node r ) {
+	Trace("strings-regexp-firstchar") << "Head characters: ";
+	for(char ch = d_char_start; ch <= d_char_end; ++ch) {
+		CVC4::String c(ch);
+		Node dc = derivativeSingle(r, ch);
+		if(!dc.isNull()) {
+			Trace("strings-regexp-firstchar") << c << " (" << mkString(dc) << ")" << std::endl;
+		}
+	}
+	Trace("strings-regexp-firstchar") << std::endl;
+}
+
+bool RegExpOpr::follow( Node r, CVC4::String c, std::vector< char > &vec_chars ) {
+	int k = r.getKind();
+	switch( k ) {
+		case kind::STRING_TO_REGEXP:
+		{
+			if(r[0].isConst()) {
+				if(r[0] != d_emptyString) {
+					char t1 = r[0].getConst< CVC4::String >().getFirstChar();
+					if(c.isEmptyString()) {
+						vec_chars.push_back( t1 );
+						return true;
+					} else {
+						char t2 = c.getFirstChar();
+						if(t1 != t2) {
+							return false;
+						} else {
+							if(c.size() >= 2) {
+								vec_chars.push_back( c.substr(1,1).getFirstChar() );
+							} else {
+								vec_chars.push_back( '\0' );
+							}
+							return true;
+						}
+					}
+				} else {
+					return false;
+				}
+			} else {
+				return false;
+			}
+		}
+			break;
+		case kind::REGEXP_CONCAT:
+		{
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				if( follow(r[i], c, vec_chars) ) {
+					if(vec_chars[vec_chars.size() - 1] == '\0') {
+						vec_chars.pop_back();
+						c = d_emptyString.getConst< CVC4::String >();
+					}
+				} else {
+					return false;
+				}
+			}
+			vec_chars.push_back( '\0' );
+			return true;
+		}
+			break;
+		case kind::REGEXP_OR:
+		{
+			bool flag = false;
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				if( follow(r[i], c, vec_chars) ) {
+					flag=true;
+				}
+			}
+			return flag;
+		}
+			break;
+		case kind::REGEXP_INTER:
+		{
+			std::vector< char > vt2;
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				std::vector< char > v_tmp;
+				if( !follow(r[i], c, v_tmp) ) {
+					return false;
+				}
+				std::vector< char > vt3(vt2);
+				vt2.clear();
+				std::set_intersection( vt3.begin(), vt3.end(), v_tmp.begin(), v_tmp.end(), vt2.begin() );
+				if(vt2.size() == 0) {
+					return false;
+				}
+			}
+			vec_chars.insert( vec_chars.end(), vt2.begin(), vt2.end() );
+			return true;
+		}
+			break;
+		case kind::REGEXP_STAR:
+		{
+			if(follow(r[0], c, vec_chars)) {
+				if(vec_chars[vec_chars.size() - 1] == '\0') {
+					if(c.isEmptyString()) {
+						return true;
+					} else {
+						vec_chars.pop_back();
+						c = d_emptyString.getConst< CVC4::String >();
+						return follow(r[0], c, vec_chars);
+					}
+				} else {
+					return true;
+				}
+			} else {
+				vec_chars.push_back( '\0' );
+				return true;
+			}
+		}
+			break;
+			/*
+		case kind::REGEXP_PLUS:
+		{
+			ret = delta( r[0] );
+		}
+			break;
+		case kind::REGEXP_OPT:
+		{
+			ret = 1;
+		}
+			break;
+		case kind::REGEXP_RANGE:
+		{
+			ret = 2;
+		}
+			break;*/
+		default:
+			//TODO: special sym: sigma, none, all
+			Trace("strings-error") << "Unsupported term: " << mkString( r ) << " in delta of RegExp." << std::endl;
+			//AlwaysAssert( false );
+			//return Node::null();
+			return false;
+	}
+}
+
+Node RegExpOpr::mkAllExceptOne( char exp_c ) {
+	std::vector< Node > vec_nodes;
+	for(char c=d_char_start; c<=d_char_end; ++c) {
+		if(c != exp_c ) {
+			Node n = NodeManager::currentNM()->mkNode( kind::STRING_TO_REGEXP, NodeManager::currentNM()->mkConst( ::CVC4::String( c ) ) );
+			vec_nodes.push_back( n );
+		}
+	}
+	return NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes );
+}
+
+Node RegExpOpr::complement( Node r ) {
+	Trace("strings-regexp-compl") << "RegExp-Compl starts with " << mkString( r ) << std::endl;
+	Node retNode = r;
+	if( d_compl_cache.find( r ) != d_compl_cache.end() ) {
+		retNode = d_compl_cache[r];
+	} else {
+		int k = r.getKind();
+		switch( k ) {
+			case kind::STRING_TO_REGEXP:
+			{
+				if(r[0].isConst()) {
+					if(r[0] == d_emptyString) {
+						retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, d_sigma, d_sigma_star );
+					} else {
+						std::vector< Node > vec_nodes;
+						vec_nodes.push_back( NodeManager::currentNM()->mkNode( kind::STRING_TO_REGEXP, d_emptyString ) );
+						CVC4::String s = r[0].getConst<String>();
+						for(unsigned i=0; i<s.size(); ++i) {
+							char c = s.substr(i, 1).getFirstChar();
+							Node tmp = mkAllExceptOne( c );
+							if(i != 0 ) {
+								Node tmph = NodeManager::currentNM()->mkNode( kind::STRING_TO_REGEXP, 
+												NodeManager::currentNM()->mkConst( s.substr(0, i) ) );
+								tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, tmph, tmp );
+							}
+							tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, tmp, d_sigma_star );
+							vec_nodes.push_back( tmp );
+						}
+						Node tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, r, d_sigma, d_sigma_star );
+						vec_nodes.push_back( tmp );
+						retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes );
+					}
+				} else {
+					Trace("strings-error") << "Unsupported string variable: " << r[0] << " in complement of RegExp." << std::endl;
+					//AlwaysAssert( false );
+					//return Node::null();
+				}
+			}
+				break;
+			case kind::REGEXP_CONCAT:
+			{
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node tmp = complement( r[i] );
+					for(unsigned j=0; j<i; ++j) {
+						tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, r[j], tmp );
+					}
+					if(i != r.getNumChildren() - 1) {
+						tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, tmp,
+								NodeManager::currentNM()->mkNode( kind::REGEXP_STAR, d_sigma ) );
+					}
+					vec_nodes.push_back( tmp );
+				}
+				retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes );
+			}
+				break;
+			case kind::REGEXP_OR:
+			{
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node tmp = complement( r[i] );
+					vec_nodes.push_back( tmp );
+				}
+				retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_INTER, vec_nodes );
+			}
+				break;
+			case kind::REGEXP_INTER:
+			{
+				std::vector< Node > vec_nodes;
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					Node tmp = complement( r[i] );
+					vec_nodes.push_back( tmp );
+				}
+				retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_OR, vec_nodes );
+			}
+				break;
+			case kind::REGEXP_STAR:
+			{
+				retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, d_sigma, d_sigma_star );
+				Node tmp = complement( r[0] );
+				tmp = NodeManager::currentNM()->mkNode( kind::REGEXP_CONCAT, r, tmp );
+				retNode = NodeManager::currentNM()->mkNode( kind::REGEXP_INTER, retNode, tmp );
+			}
+				break;
+			default:
+				//TODO: special sym: sigma, none, all
+				Trace("strings-error") << "Unsupported term: " << mkString( r ) << " in complement of RegExp." << std::endl;
+				//AlwaysAssert( false );
+				//return Node::null();
+		}
+		d_compl_cache[r] = retNode;
+	}
+	Trace("strings-regexp-compl") << "RegExp-Compl returns : " << mkString( retNode ) << std::endl;
+	return retNode;
+}
+
+std::string RegExpOpr::niceChar( Node r ) {
+	if(r.isConst()) {
+		std::string s = r.getConst<CVC4::String>().toString() ;
+		return s == "" ? "{E}" : ( s == " " ? "{ }" : s );
+	} else {
+		return r.toString();
+	}
+}
+std::string RegExpOpr::mkString( Node r ) {
+	std::string retStr;
+	int k = r.getKind();
+	switch( k ) {
+		case kind::STRING_TO_REGEXP:
+		{
+			retStr += niceChar( r[0] );
+		}
+			break;
+		case kind::REGEXP_CONCAT:
+		{
+			retStr += "(";
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				if(i != 0) retStr += ".";
+				retStr += mkString( r[i] );
+			}
+			retStr += ")";
+		}
+			break;
+		case kind::REGEXP_OR:
+		{
+			if(r == d_sigma) {
+				retStr += "{A}";
+			} else {
+				retStr += "(";
+				for(unsigned i=0; i<r.getNumChildren(); ++i) {
+					if(i != 0) retStr += "|";
+					retStr += mkString( r[i] );
+				}
+				retStr += ")";
+			}
+		}
+			break;
+		case kind::REGEXP_INTER:
+		{
+			retStr += "(";
+			for(unsigned i=0; i<r.getNumChildren(); ++i) {
+				if(i != 0) retStr += "&";
+				retStr += mkString( r[i] );
+			}
+			retStr += ")";
+		}
+			break;
+		case kind::REGEXP_STAR:
+		{
+			retStr += mkString( r[0] );
+			retStr += "*";
+		}
+			break;
+		case kind::REGEXP_PLUS:
+		{
+			retStr += mkString( r[0] );
+			retStr += "+";
+		}
+			break;
+		case kind::REGEXP_OPT:
+		{
+			retStr += mkString( r[0] );
+			retStr += "?";
+		}
+			break;
+		case kind::REGEXP_RANGE:
+		{
+			retStr += "[";
+			retStr += niceChar( r[0] );
+			retStr += "-";
+			retStr += niceChar( r[1] );
+			retStr += "]";
+		}
+			break;
+		default:
+			//TODO: special sym: sigma, none, all
+			Trace("strings-error") << "Unsupported term: " << r << " in RegExp." << std::endl;
+			//AlwaysAssert( false );
+			//return Node::null();
+	}
+
+	return retStr;
+}
+
+}/* CVC4::theory::strings namespace */
+}/* CVC4::theory namespace */
+}/* CVC4 namespace */
diff --git a/src/theory/strings/regexp_operation.h b/src/theory/strings/regexp_operation.h
new file mode 100644
index 000000000..5f0eab2e0
--- /dev/null
+++ b/src/theory/strings/regexp_operation.h
@@ -0,0 +1,65 @@
+/*********************                                                        */
+/*! \file regexp_operation.h
+ ** \verbatim
+ ** Original author: Tianyi Liang
+ ** Major contributors: Tianyi Liang, Andrew Reynolds
+ ** Minor contributors (to current version): none
+ ** This file is part of the CVC4 prototype.
+ ** Copyright (c) 2013-2013  New York University and The University of Iowa
+ ** See the file COPYING in the top-level source directory for licensing
+ ** information.\endverbatim
+ **
+ ** \brief Regular Expresion Operations
+ **
+ ** Regular Expresion Operations
+ **/
+
+#include "cvc4_private.h"
+
+#ifndef __CVC4__THEORY__STRINGS__REGEXP__OPERATION_H
+#define __CVC4__THEORY__STRINGS__REGEXP__OPERATION_H
+
+#include <vector>
+#include "util/hash.h"
+#include "theory/theory.h"
+#include "theory/rewriter.h"
+
+namespace CVC4 {
+namespace theory {
+namespace strings {
+
+class RegExpOpr {
+	typedef std::pair< Node, CVC4::String > PairDvStr;
+private:
+    Node d_emptyString;
+	char d_char_start;
+	char d_char_end;
+	Node d_sigma;
+	Node d_sigma_star;
+	
+	std::map< Node, Node > d_compl_cache;
+	std::map< Node, int > d_delta_cache;
+	std::map< PairDvStr, Node > d_dv_cache;
+	std::map< Node, bool > d_cstre_cache;
+	//bool checkStarPlus( Node t );
+	//void simplifyRegExp( Node s, Node r, std::vector< Node > &ret, std::vector< Node > &nn );
+	//Node simplify( Node t, std::vector< Node > &new_nodes );
+	std::string niceChar( Node r );
+public:
+	RegExpOpr();
+	bool checkConstRegExp( Node r );
+    //void simplify(std::vector< Node > &vec_node);
+	Node mkAllExceptOne( char c );
+	Node complement( Node r );
+	int delta( Node r );
+	Node derivativeSingle( Node r, CVC4::String c );
+	void firstChar( Node r );
+	bool follow( Node r, CVC4::String c, std::vector< char > &vec_chars );
+	std::string mkString( Node r );
+};
+
+}/* CVC4::theory::strings namespace */
+}/* CVC4::theory namespace */
+}/* CVC4 namespace */
+
+#endif /* __CVC4__THEORY__STRINGS__REGEXP__OPERATION_H */
diff --git a/src/theory/strings/theory_strings.cpp b/src/theory/strings/theory_strings.cpp
index a50c295da..ab6ff9d68 100644
--- a/src/theory/strings/theory_strings.cpp
+++ b/src/theory/strings/theory_strings.cpp
@@ -60,9 +60,6 @@ TheoryStrings::TheoryStrings(context::Context* c, context::UserContext* u, Outpu
     d_true = NodeManager::currentNM()->mkConst( true );
     d_false = NodeManager::currentNM()->mkConst( false );
 
-	//option
-	//d_regexp_unroll_depth = options::stringRegExpUnrollDepth();
-	//d_fmf = options::stringFMF();
 }
 
 TheoryStrings::~TheoryStrings() {
@@ -394,7 +391,27 @@ void TheoryStrings::check(Effort e) {
 	//must record string in regular expressions
 	if ( atom.getKind() == kind::STRING_IN_REGEXP ) {
 		//if(fact[0].getKind() != kind::CONST_STRING) {
-		 d_reg_exp_mem.push_back( assertion );
+		//if(polarity) {
+			d_reg_exp_mem.push_back( assertion );
+		/*} else {
+			Node r = Rewriter::rewrite( atom[1] );
+			r = d_regexp_opr.complement( r );
+			r = NodeManager::currentNM()->mkNode( kind::STRING_IN_REGEXP, atom[0], r );
+			std::vector< Node > vec_r;
+			vec_r.push_back( r );
+
+			StringsPreprocess spp;
+			spp.simplify( vec_r );
+			for( unsigned i=1; i<vec_r.size(); i++ ){
+				if(vec_r[i].getKind() == kind::STRING_IN_REGEXP) {
+					d_reg_exp_mem.push_back( vec_r[i] );
+				} else if(vec_r[i].getKind() == kind::EQUAL) {
+					d_equalityEngine.assertEquality(vec_r[i], true, vec_r[i]);
+				} else {
+					Assert(false);
+				}
+			}
+		}*/
 		//}
 	}else if (atom.getKind() == kind::EQUAL) {
       d_equalityEngine.assertEquality(atom, polarity, fact);
@@ -1869,7 +1886,7 @@ bool TheoryStrings::unrollStar( Node atom ) {
 	Node r = atom[1];
 	int depth = d_reg_exp_unroll_depth.find( atom )==d_reg_exp_unroll_depth.end() ? 0 : d_reg_exp_unroll_depth[atom];
 	if( depth <= options::stringRegExpUnrollDepth() ) {
-		Trace("strings-regex") << "Strings::regex: Unroll " << atom << " for " << ( depth + 1 ) << " times." << std::endl;
+		Trace("strings-regexp") << "Strings::regexp: Unroll " << atom << " for " << ( depth + 1 ) << " times." << std::endl;
 		d_reg_exp_unroll[atom] = true;
 		//add lemma?
 		Node xeqe = x.eqNode( d_emptyString );
@@ -1930,7 +1947,7 @@ bool TheoryStrings::unrollStar( Node atom ) {
 		sendLemma( ant, lem, "Unroll" );
 		return true;
 	}else{
-		Trace("strings-regex") << "Strings::regex: Stop unrolling " << atom << " the max (" << depth << ") is reached." << std::endl;
+		Trace("strings-regexp") << "Strings::regexp: Stop unrolling " << atom << " the max (" << depth << ") is reached." << std::endl;
 		return false;
 	}
 }
@@ -1941,7 +1958,7 @@ bool TheoryStrings::checkMemberships() {
 	for( unsigned i=0; i<d_reg_exp_mem.size(); i++ ){
 		//check regular expression membership
 		Node assertion = d_reg_exp_mem[i];
-		Trace("strings-regex") << "We have regular expression assertion : " << assertion << std::endl;
+		Trace("strings-regexp") << "We have regular expression assertion : " << assertion << std::endl;
 		Node atom = assertion.getKind()==kind::NOT ? assertion[0] : assertion;
 		bool polarity = assertion.getKind()!=kind::NOT;
 		if( polarity ){
@@ -1952,21 +1969,49 @@ bool TheoryStrings::checkMemberships() {
 				//TODO
 				Assert( r.getKind()==kind::REGEXP_STAR );
 				if( !areEqual( x, d_emptyString ) ){
-					if( unrollStar( atom ) ){
+					//if(splitRegExp( x, r, atom )) {
+					//	addedLemma = true;
+					//} else 
+					if( unrollStar( atom ) ) {
 						addedLemma = true;
-					}else{
-						Trace("strings-regex") << "RegEx is incomplete due to " << assertion << ", depth = " << options::stringRegExpUnrollDepth() << std::endl;
+					} else {
+						Trace("strings-regexp") << "RegExp is incomplete due to " << assertion << ", depth = " << options::stringRegExpUnrollDepth() << std::endl;
 						is_unk = true;
 					}
 				}else{
-					Trace("strings-regex") << "...is satisfied." << std::endl;
+					Trace("strings-regexp") << "...is satisfied." << std::endl;
 				}
 			}else{
-				Trace("strings-regex") << "...Already unrolled." << std::endl;
+				Trace("strings-regexp") << "...Already unrolled." << std::endl;
 			}
 		}else{
 			//TODO: negative membership
-			Trace("strings-regex") << "RegEx is incomplete due to " << assertion << "." << std::endl;
+			//Node r = Rewriter::rewrite( atom[1] );
+			//r = d_regexp_opr.complement( r );
+			//Trace("strings-regexp-test") << "Compl( " << d_regexp_opr.mkString( atom[1] ) << " ) is " << d_regexp_opr.mkString( r ) << std::endl;
+			//Trace("strings-regexp-test") << "Delta( " << d_regexp_opr.mkString( atom[1] ) << " ) is " << d_regexp_opr.delta( atom[1] ) << std::endl;
+			//Trace("strings-regexp-test") << "Delta( " << d_regexp_opr.mkString( r ) << " ) is " << d_regexp_opr.delta( r ) << std::endl;
+			//Trace("strings-regexp-test") << "Deriv( " << d_regexp_opr.mkString( r ) << ", c='b' ) is " << d_regexp_opr.mkString( d_regexp_opr.derivativeSingle( r, ::CVC4::String("b") ) ) << std::endl;
+			//Trace("strings-regexp-test") << "FHC( " << d_regexp_opr.mkString( r ) <<" ) is " << std::endl;
+			//d_regexp_opr.firstChar( r );
+			//r = NodeManager::currentNM()->mkNode( kind::STRING_IN_REGEXP, atom[0], r );
+			/*
+			std::vector< Node > vec_r;
+			vec_r.push_back( r );
+
+			StringsPreprocess spp;
+			spp.simplify( vec_r );
+			for( unsigned i=1; i<vec_r.size(); i++ ){
+				if(vec_r[i].getKind() == kind::STRING_IN_REGEXP) {
+					d_reg_exp_mem.push_back( vec_r[i] );
+				} else if(vec_r[i].getKind() == kind::EQUAL) {
+					d_equalityEngine.assertEquality(vec_r[i], true, vec_r[i]);
+				} else {
+					Assert(false);
+				}
+			}
+			*/
+			Trace("strings-regexp") << "RegEx is incomplete due to " << assertion << "." << std::endl;
 			is_unk = true;
 		}
 	}
@@ -1975,13 +2020,71 @@ bool TheoryStrings::checkMemberships() {
 		return true;
 	}else{
 		if( is_unk ){
-			Trace("strings-regex") << "SET INCOMPLETE" << std::endl;
+			Trace("strings-regexp") << "SET INCOMPLETE" << std::endl;
 			d_out->setIncomplete();
 		}
 		return false;
 	}
 }
 
+CVC4::String TheoryStrings::getHeadConst( Node x ) {
+	if( x.isConst() && x != d_emptyString ) {
+		return x.getConst< String >();
+	} else if( x.getKind() == kind::STRING_CONCAT ) {
+		if( x[0].isConst() && x[0] != d_emptyString ) {
+			return x.getConst< String >();
+		} else {
+			return d_emptyString.getConst< String >();
+		}
+	} else {
+		return d_emptyString.getConst< String >();
+	}
+}
+
+bool TheoryStrings::splitRegExp( Node x, Node r, Node ant ) {
+	x =  Rewriter::rewrite( x );
+	if(x == d_emptyString) {
+		//if(d_regexp_opr.delta() == 1) {
+		//}
+		return false;
+	} else {
+		CVC4::String s = getHeadConst( x );
+		if( !s.isEmptyString() && d_regexp_opr.checkConstRegExp( r ) ) {
+			Node conc = Node::null();
+			Node dc = r;
+			bool flag = true;
+			for(unsigned i=0; i<s.size(); ++i) {
+				CVC4::String c = s.substr(i, 1);
+				dc = d_regexp_opr.derivativeSingle(dc, c);
+				if(dc.isNull()) {
+					// CONFLICT
+					flag = false;
+					break;
+				}
+			}
+			// send lemma
+			if(flag) {
+				Node left = Node::null();
+				if(x.isConst()) {
+					left = d_emptyString;
+					if(d_regexp_opr.delta(dc)) {
+						//TODO yes
+					} else {
+						// TODO conflict
+					}
+				} else {
+					//TODO find x rest
+					conc = NodeManager::currentNM()->mkNode( kind::STRING_IN_REGEXP, x, dc );
+				}
+			}
+			sendLemma(ant, conc, "RegExp Const Split");
+		} else {
+			return false;
+		}
+	}
+	return false;
+}
+
 Node TheoryStrings::getNextDecisionRequest() {
 	if(options::stringFMF() && !d_conflict) {
 		//Trace("strings-fmf-debug") << "Strings::FMF: Assertion Level = " << d_valuation.getAssertionLevel() << std::endl;
diff --git a/src/theory/strings/theory_strings.h b/src/theory/strings/theory_strings.h
index 8f21888a2..1291fc94e 100644
--- a/src/theory/strings/theory_strings.h
+++ b/src/theory/strings/theory_strings.h
@@ -22,6 +22,7 @@
 #include "theory/theory.h"
 #include "theory/uf/equality_engine.h"
 #include "theory/strings/theory_strings_preprocess.h"
+#include "theory/strings/regexp_operation.h"
 
 #include "context/cdchunk_list.h"
 
@@ -252,6 +253,12 @@ protected:
   void seperateByLength( std::vector< Node >& n, std::vector< std::vector< Node > >& col, std::vector< Node >& lts );
   void printConcat( std::vector< Node >& n, const char * c );
 
+	// Regular Expression
+private:
+	RegExpOpr d_regexp_opr;
+	CVC4::String getHeadConst( Node x );
+	bool splitRegExp( Node x, Node r, Node ant );
+
 private:
 	// Finite Model Finding
 	//bool d_fmf;