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JRI is a Java/R Interface, which allows to run R inside Java applications as a single thread. Basically it loads R dynamic library into Java and provides a Java API to R functionality. It supports both simple calls to R functions and a full running REPL.
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package org.rosuda.JRI; import java.util.Vector; /** * This class encapsulates and caches R objects as returned from R. Currently it * only converts certain SEXPs references from R into Java obejcts, but * eventually bi-directional support should be added. The currently supported * objects are string, integer and numeric vectors. All other types can be * accessed only using {@link #xp} reference and RNI methods. */ public class REXP { /** xpression type: NULL */ public static final int XT_NULL = 0; /** xpression type: integer */ public static final int XT_INT = 1; /** xpression type: double */ public static final int XT_DOUBLE = 2; /** xpression type: String */ public static final int XT_STR = 3; /** xpression type: language construct (currently content is same as list) */ public static final int XT_LANG = 4; /** xpression type: symbol (content is symbol name: String) */ public static final int XT_SYM = 5; /** xpression type: RBool */ public static final int XT_BOOL = 6; /** xpression type: Vector */ public static final int XT_VECTOR = 16; /** xpression type: RList */ public static final int XT_LIST = 17; /** * xpression type: closure (there is no java class for that type (yet?). * currently the body of the closure is stored in the content part of the * REXP. Please note that this may change in the future!) */ public static final int XT_CLOS = 18; /** xpression type: int[] */ public static final int XT_ARRAY_INT = 32; /** xpression type: double[] */ public static final int XT_ARRAY_DOUBLE = 33; /** xpression type: String[] (currently not used, Vector is used instead) */ public static final int XT_ARRAY_STR = 34; /** internal use only! this constant should never appear in a REXP */ public static final int XT_ARRAY_BOOL_UA = 35; /** xpression type: RBool[] */ public static final int XT_ARRAY_BOOL = 36; /** xpression type: int[] to be interpreted as boolean */ public static final int XT_ARRAY_BOOL_INT = 37; /** xpression type: unknown; no assumptions can be made about the content */ public static final int XT_UNKNOWN = 48; /** xpression type: pure reference, no internal type conversion performed */ public static final int XT_NONE = -1; /** * xpression type: RFactor; this XT is internally generated (ergo is does * not come from Rsrv.h) to support RFactor class which is built from * XT_ARRAY_INT */ public static final int XT_FACTOR = 127; /* internal SEXP types in R - taken directly from Rinternals.h */ public static final int NILSXP = 0; /* nil = NULL */ public static final int SYMSXP = 1; /* symbols */ public static final int LISTSXP = 2; /* lists of dotted pairs */ public static final int CLOSXP = 3; /* closures */ public static final int ENVSXP = 4; /* environments */ public static final int PROMSXP = 5; /* * promises: [un]evaluated closure * arguments */ public static final int LANGSXP = 6; /* * language constructs (special * lists) */ public static final int SPECIALSXP = 7; /* special forms */ public static final int BUILTINSXP = 8; /* builtin non-special forms */ public static final int CHARSXP = 9; /* * "scalar" string type (internal * only) */ public static final int LGLSXP = 10; /* logical vectors */ public static final int INTSXP = 13; /* integer vectors */ public static final int REALSXP = 14; /* real variables */ public static final int CPLXSXP = 15; /* complex variables */ public static final int STRSXP = 16; /* string vectors */ public static final int DOTSXP = 17; /* dot-dot-dot object */ public static final int ANYSXP = 18; /* make "any" args work */ public static final int VECSXP = 19; /* generic vectors */ public static final int EXPRSXP = 20; /* expressions vectors */ public static final int BCODESXP = 21; /* byte code */ public static final int EXTPTRSXP = 22; /* external pointer */ public static final int WEAKREFSXP = 23; /* weak reference */ public static final int RAWSXP = 24; /* raw bytes */ public static final int S4SXP = 25; /* S4 object */ public static final int FUNSXP = 99; /* Closure or Builtin */ /** * Engine which this EXP was obtained from. EXPs are valid only for the * engine they were obtained from - it's illegal to mix EXP between engines. * There is a speacial case when the engine may be null - if a REXP creating * was requested but deferred until an engine is available. */ Rengine eng; /** * native reference to the SEXP represented in R. It's usually a pointer, * but can be any handle obtained from the engine. This reference can be * used when calling RNI commands directly. */ public long xp; /** * native type of the represented expression (see ...SXP constants in R). * Please note that this type is cached and may have changed in the * meantime. If the possibility of changing type exists (mainly list/lang) * then use rniExpType to make sure */ public int rtype; /** * create a REXP directly from a R SEXP reference. SEXP types STRSXP, INTSXP * and REALSXP are automatically converted. All others are represented as * SEXP references only. */ public REXP(Rengine re, long exp) { this(re, exp, true); } protected void finalize() throws Throwable { try { if (Xt == XT_NONE && xp != 0 && eng != null) // release underlying R obejct if it was preserved eng.rniRelease(xp); } finally { super.finalize(); } } public REXP(Rengine re, long exp, boolean convert) { eng = re; xp = exp; rtype = re.rniExpType(xp); //System.out.println("["+rtype+"@"+exp+","+convert+"]"); if (!convert) { Xt = XT_NONE; if (re != null && xp != 0) re.rniPreserve(xp); // preserve the object so it doesn't get garbage-collected while we are referencing it return; } if (rtype == STRSXP) { String[] s = re.rniGetStringArray(xp); if (s != null && s.length == 1) { cont = s[0]; Xt = XT_STR; } else { cont = s; Xt = XT_ARRAY_STR; } } else if (rtype == INTSXP) { cont = null; if (re.rniInherits(xp, "factor")) { long levx = re.rniGetAttr(xp, "levels"); if (levx != 0) { String[] levels = null; // we're using low-lever calls here (FIXME?) int rlt = re.rniExpType(levx); if (rlt == STRSXP) { levels = re.rniGetStringArray(levx); int[] ids = re.rniGetIntArray(xp); cont = new RFactor(ids, levels, 1); Xt = XT_FACTOR; } } } // if it's not a factor, then we use int[] instead if (cont == null ) { cont = re.rniGetIntArray(xp); Xt = XT_ARRAY_INT; } } else if (rtype == REALSXP) { cont = re.rniGetDoubleArray(xp); Xt = XT_ARRAY_DOUBLE; } else if (rtype == LGLSXP) { cont = re.rniGetBoolArrayI(xp); Xt = XT_ARRAY_BOOL_INT; } else if (rtype == VECSXP) { long[] l = re.rniGetVector(xp); cont = new RVector(); int i = 0; //System.out.println("VECSXP, length="+l.length); Xt = XT_VECTOR; while (i < l.length) ((RVector)cont).addElement(new REXP(re, l[i++])); long na = re.rniGetAttr(xp, "names"); if (na!=0 && re.rniExpType(na)==STRSXP) ((RVector)cont).setNames(re.rniGetStringArray(na)); } else if (rtype == LISTSXP) { long car = re.rniCAR(xp); long cdr = re.rniCDR(xp); long tag = re.rniTAG(xp); REXP cdrx = (cdr==0 || re.rniExpType(cdr)!=LISTSXP)?null:new REXP(re,re.rniCDR(xp)); cont = new RList(new REXP(re,car), (tag==0)?null:new REXP(re,tag), cdrx); Xt = XT_LIST; } else if (rtype == SYMSXP) { cont = re.rniGetSymbolName(xp); Xt = XT_SYM; } else Xt = XT_NULL; //System.out.println("new REXP: "+toString()); } /** xpression type */ int Xt; /** attribute xpression or
if there is none associated @since JRI 0.3, replacesnull
if none */ REXP attr; /** content of the xpression - its object type is dependent of {@link #Xt} */ Object cont; /** cached binary length; valid only if positive */ long cachedBinaryLength = -1; /** construct a new, empty (NULL) expression w/o attribute */ public REXP() { Xt = XT_NULL; attr = null; cont = null; } /** * construct a new xpression of type t and content o, but no attribute * * @param t * xpression type (XT_...) * @param o * content */ public REXP(int t, Object o) { Xt = t; cont = o; attr = null; } /** * construct a new xpression of type t, content o and attribute at * * @param t * xpression type * @param o * content * @param at * attribute */ public REXP(int t, Object o, REXP at) { Xt = t; cont = o; attr = at; } /** * construct a new xpression of type XT_ARRAY_DOUBLE and content val * * @param val * array of doubles to store in the REXP */ public REXP(double[] val) { this(XT_ARRAY_DOUBLE, val); } /** * construct a new xpression of type XT_ARRAY_INT and content val * * @param val * array of integers to store in the REXP */ public REXP(int[] val) { this(XT_ARRAY_INT, val); } /** * construct a new xpression of type XT_ARRAY_INT and content val * * @param val * array of integers to store in the REXP */ public REXP(String[] val) { this(XT_ARRAY_STR, val); } /** construct new expression with the contents of a boolean vector @since JRI 0.3-2 @param val contents */ public REXP(boolean[] val) { Xt = XT_ARRAY_BOOL_INT; if (val==null) { cont = new int[0]; } else { int [] ic = new int[val.length]; int i=0; while (inull getAttribute()
but should be avoided if possible - use {@link #getAttribute(String)} instead. */ public REXP getAttributes() { return attr; } /** retrieve a specific attribute.
Note: the current representation fetches the attribute ad-hoc, so it breaks the assumption that the expression is no longer accessed after the constructor was called. This should change in the future. @param name name of the attribute @return REXP containing the attribute ornull
if the attribute doesn't exist. The conversion flag is inherited from this REXP. @since JRI 0.3 */ public REXP getAttribute(String name) { // FIXME: we could do some caching if attr is not null ... long aref = eng.rniGetAttr(xp, name); if (aref==0) return null; return new REXP(eng, aref, (Xt != XT_NONE)); } /** * get raw content. Use as... methods to retrieve contents of known type. * * @return content of the REXP */ public Object getContent() { return cont; } /** * get xpression type (see XT_.. constants) of the content. It defines the * type of the content object. * * @return xpression type */ public int getType() { return Xt; } /** * Obtains R engine object which supplied this REXP. * * @returns {@link Rengine} object */ Rengine getEngine() { return eng; }; /** return the first element of a character vector if this REXP is a character vector of length 1 or more, returnnull
otherwise */ public String asString() { if (cont == null) return null; if (Xt == XT_STR) return (String) cont; if (Xt == XT_ARRAY_STR) { String[] sa = (String[]) cont; return (sa.length > 0) ? sa[0] : null; } return null; } /** return the name of the symbol represented by this REXP if is it a symbol ornull
otherwise */ public String asSymbolName() { return (Xt == XT_SYM)?((String) cont):null; } /** return the contents of this REXP as an array of strings if this REXP is a character vector, returnnull
otherwise */ public String[] asStringArray() { if (cont == null) return null; if (Xt == XT_STR) { String[] sa = new String[1]; sa[0] = (String) cont; return sa; } if (Xt == XT_ARRAY_STR) return (String[]) cont; return null; } /** * get content of the REXP as int (if it is one) * * @return int content or 0 if the REXP is no integer */ public int asInt() { if (Xt == XT_ARRAY_INT) { int i[] = (int[]) cont; if (i != null && i.length > 0) return i[0]; } return (Xt == XT_INT) ? ((Integer) cont).intValue() : 0; } /** * get content of the REXP as double (if it is one) * * @return double content or 0.0 if the REXP is no double */ public double asDouble() { if (Xt == XT_ARRAY_DOUBLE) { double d[] = (double[]) cont; if (d != null && d.length > 0) return d[0]; } return (Xt == XT_DOUBLE) ? ((Double) cont).doubleValue() : 0.0; } /** * get content of the REXP as {@link Vector} (if it is one) * * @return Vector content ornull
if the REXP is no Vector */ public RVector asVector() { return (Xt == XT_VECTOR) ? (RVector) cont : null; } /** * get content of the REXP as {@link RFactor} (if it is one) * * @return {@link RFactor} content ornull
if the REXP is no * factor */ public RFactor asFactor() { return (Xt == XT_FACTOR) ? (RFactor) cont : null; } /** * get content of the REXP as {@link RList} if the contents is a list or a generic vector * * @return {@link RList} content ornull
if the REXP is neither a list nor a generic vector */ public RList asList() { return (Xt == XT_LIST) ? (RList) cont : ( // for compatibility with Rserve we convert vectors to lists (Xt == XT_VECTOR) ? new RList((RVector)cont) : null ); } /** * get content of the REXP as {@link RBool} (if it is one) * * @return {@link RBool} content ornull
if the REXP is no * logical value */ public RBool asBool() { if (Xt == XT_ARRAY_BOOL_INT) { int [] ba = (int[]) cont; return (ba!=null && ba.length>0)?new RBool(ba[0]):null; } return (Xt == XT_BOOL) ? (RBool) cont : null; } /** * get content of the REXP as an array of doubles. Array of integers, single * double and single integer are automatically converted into such an array * if necessary. * * @return double[] content ornull
if the REXP is not a * array of doubles or integers */ public double[] asDoubleArray() { if (Xt == XT_ARRAY_DOUBLE) return (double[]) cont; if (Xt == XT_DOUBLE) { double[] d = new double[1]; d[0] = asDouble(); return d; } if (Xt == XT_INT) { double[] d = new double[1]; d[0] = ((Integer) cont).doubleValue(); return d; } if (Xt == XT_ARRAY_INT) { int[] i = asIntArray(); if (i == null) return null; double[] d = new double[i.length]; int j = 0; while (j < i.length) { d[j] = (double) i[j]; j++; } return d; } return null; } /** * get content of the REXP as an array of integers. Unlike * {@link #asDoubleArray} NO automatic conversion is done if the * content is not an array of the correct type, because there is no * canonical representation of doubles as integers. A single integer is * returned as an array of the length 1. This method can be also used * to access a logical array in its integer form (0=FALSE, 1=TRUE, 2=NA). * * @return int[] content ornull
if the REXP is not a * array of integers */ public int[] asIntArray() { if (Xt == XT_ARRAY_INT || Xt == XT_ARRAY_BOOL_INT) return (int[]) cont; if (Xt == XT_INT) { int[] i = new int[1]; i[0] = asInt(); return i; } return null; } /** * returns the content of the REXP as a matrix of doubles (2D-array: * m[rows][cols]). This is the same form as used by popular math packages * for Java, such as JAMA. This means that following leads to desired * results:
*Matrix m=new Matrix(c.eval("matrix(c(1,2,3,4,5,6),2,3)").asDoubleMatrix());
* * @return 2D array of doubles in the form double[rows][cols] or *null
if the contents is no 2-dimensional matrix of * doubles */ public double[][] asDoubleMatrix() { double[] ct = asDoubleArray(); if (ct==null) return null; REXP dim = getAttribute("dim"); if (dim == null || dim.Xt != XT_ARRAY_INT) return null; // we need dimension attr int[] ds = dim.asIntArray(); if (ds == null || ds.length != 2) return null; // matrix must be 2-dimensional int m = ds[0], n = ds[1]; double[][] r = new double[m][n]; if (ct == null) return null; // R stores matrices as matrix(c(1,2,3,4),2,2) = col1:(1,2), col2:(3,4) // we need to copy everything, since we create 2d array from 1d array int i = 0, k = 0; while (i < n) { int j = 0; while (j < m) { r[j++][i] = ct[k++]; } i++; } return r; } /** this is just an alias for {@link #asDoubleMatrix()}. */ public double[][] asMatrix() { return asDoubleMatrix(); } /** * displayable contents of the expression. The expression is traversed * recursively if aggregation types are used (Vector, List, etc.) * * @return String descriptive representation of the xpression */ public String toString() { StringBuffer sb = new StringBuffer("[" + xtName(Xt) + " "); if (attr != null) sb.append("\nattr=" + attr + "\n "); if (Xt == XT_DOUBLE) sb.append((Double) cont); if (Xt == XT_INT) sb.append((Integer) cont); if (Xt == XT_BOOL) sb.append((RBool) cont); if (Xt == XT_FACTOR) sb.append((RFactor) cont); if (Xt == XT_ARRAY_DOUBLE) { double[] d = (double[]) cont; sb.append("("); for (int i = 0; i < d.length; i++) { sb.append(d[i]); if (i < d.length - 1) sb.append(", "); if (i == 99) { sb.append("... (" + (d.length - 100) + " more values follow)"); break; } } sb.append(")"); } if (Xt == XT_ARRAY_INT) { int[] d = (int[]) cont; sb.append("("); for (int i = 0; i < d.length; i++) { sb.append(d[i]); if (i < d.length - 1) sb.append(", "); if (i == 99) { sb.append("... (" + (d.length - 100) + " more values follow)"); break; } } sb.append(")"); } if (Xt == XT_ARRAY_BOOL) { RBool[] d = (RBool[]) cont; sb.append("("); for (int i = 0; i < d.length; i++) { sb.append(d[i]); if (i < d.length - 1) sb.append(", "); } sb.append(")"); } if (Xt == XT_ARRAY_STR) { String[] d = (String[]) cont; sb.append("("); for (int i = 0; i < d.length; i++) { sb.append((d[i] == null) ? "NA" : ("\"" + d[i] + "\"")); if (i < d.length - 1) sb.append(", "); if (i == 10 && d.length > 14) { sb.append("... (" + (d.length - 10) + " more values follow)"); break; } } sb.append(")"); } if (Xt == XT_VECTOR) { Vector v = (Vector) cont; sb.append("("); for (int i = 0; i < v.size(); i++) { sb.append(((REXP) v.elementAt(i)).toString()); if (i < v.size() - 1) sb.append(", "); } sb.append(")"); } if (Xt == XT_STR) { if (cont == null) sb.append("NA"); else { sb.append("\""); sb.append((String) cont); sb.append("\""); } } if (Xt == XT_SYM) { sb.append((String) cont); } if (Xt == XT_LIST || Xt == XT_LANG) { RList l = (RList) cont; sb.append(l.head); sb.append(":"); sb.append(l.tag); sb.append(",("); sb.append(l.body); sb.append(")"); } if (Xt == XT_NONE) { sb.append("{"+rtype+"}"); } if (Xt == XT_UNKNOWN) sb.append((Integer) cont); sb.append("]"); return sb.toString(); } public static String quoteString(String s) { // this code uses API introdiced in 1.4 so it needs to be re-written for // earlier JDKs if (s.indexOf('\\') >= 0) s.replaceAll("\\", "\\\\"); if (s.indexOf('"') >= 0) s.replaceAll("\"", "\\\""); return "\"" + s + "\""; } /** returns human-readable name of the xpression type as string. Arrays are denoted by a trailing asterisk (*). @param xt xpression type @return name of the xpression type */ public static String xtName(int xt) { if (xt==XT_NULL) return "NULL"; if (xt==XT_INT) return "INT"; if (xt==XT_STR) return "STRING"; if (xt==XT_DOUBLE) return "REAL"; if (xt==XT_BOOL) return "BOOL"; if (xt==XT_ARRAY_INT) return "INT*"; if (xt==XT_ARRAY_STR) return "STRING*"; if (xt==XT_ARRAY_DOUBLE) return "REAL*"; if (xt==XT_ARRAY_BOOL) return "BOOL*"; if (xt==XT_ARRAY_BOOL_INT) return "BOOLi*"; if (xt==XT_SYM) return "SYMBOL"; if (xt==XT_LANG) return "LANG"; if (xt==XT_LIST) return "LIST"; if (xt==XT_CLOS) return "CLOS"; if (xt==XT_VECTOR) return "VECTOR"; if (xt==XT_FACTOR) return "FACTOR"; if (xt==XT_UNKNOWN) return "UNKNOWN"; if (xt==XT_NONE) return "(SEXP)"; return ""; } }