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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.hadoop.hive.ql.exec;
import java.lang.reflect.Method;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Collections;
import java.util.HashSet;
import java.util.Iterator;
import java.util.LinkedHashSet;
import java.util.List;
import java.util.Set;
import java.util.TreeSet;
import java.util.regex.Pattern;
import java.util.regex.PatternSyntaxException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.apache.hadoop.hive.ql.exec.FunctionInfo.FunctionResource;
import org.apache.hadoop.hive.ql.metadata.HiveException;
import org.apache.hadoop.hive.ql.parse.SemanticException;
import org.apache.hadoop.hive.ql.plan.ExprNodeDesc;
import org.apache.hadoop.hive.ql.plan.ExprNodeGenericFuncDesc;
import org.apache.hadoop.hive.ql.session.SessionState;
import org.apache.hadoop.hive.ql.udf.SettableUDF;
import org.apache.hadoop.hive.ql.udf.UDAFPercentile;
import org.apache.hadoop.hive.ql.udf.UDFAcos;
import org.apache.hadoop.hive.ql.udf.UDFAscii;
import org.apache.hadoop.hive.ql.udf.UDFAsin;
import org.apache.hadoop.hive.ql.udf.UDFAtan;
import org.apache.hadoop.hive.ql.udf.UDFBase64;
import org.apache.hadoop.hive.ql.udf.UDFBin;
import org.apache.hadoop.hive.ql.udf.UDFChr;
import org.apache.hadoop.hive.ql.udf.UDFConv;
import org.apache.hadoop.hive.ql.udf.UDFCos;
import org.apache.hadoop.hive.ql.udf.UDFCrc32;
import org.apache.hadoop.hive.ql.udf.UDFDayOfMonth;
import org.apache.hadoop.hive.ql.udf.UDFDegrees;
import org.apache.hadoop.hive.ql.udf.UDFE;
import org.apache.hadoop.hive.ql.udf.UDFExp;
import org.apache.hadoop.hive.ql.udf.UDFFindInSet;
import org.apache.hadoop.hive.ql.udf.UDFFromUnixTime;
import org.apache.hadoop.hive.ql.udf.UDFHex;
import org.apache.hadoop.hive.ql.udf.UDFHour;
import org.apache.hadoop.hive.ql.udf.UDFJson;
import org.apache.hadoop.hive.ql.udf.UDFLength;
import org.apache.hadoop.hive.ql.udf.UDFLike;
import org.apache.hadoop.hive.ql.udf.UDFLn;
import org.apache.hadoop.hive.ql.udf.UDFLog;
import org.apache.hadoop.hive.ql.udf.UDFLog10;
import org.apache.hadoop.hive.ql.udf.UDFLog2;
import org.apache.hadoop.hive.ql.udf.UDFMd5;
import org.apache.hadoop.hive.ql.udf.UDFMinute;
import org.apache.hadoop.hive.ql.udf.UDFMonth;
import org.apache.hadoop.hive.ql.udf.UDFOPBitAnd;
import org.apache.hadoop.hive.ql.udf.UDFOPBitNot;
import org.apache.hadoop.hive.ql.udf.UDFOPBitOr;
import org.apache.hadoop.hive.ql.udf.UDFOPBitShiftLeft;
import org.apache.hadoop.hive.ql.udf.UDFOPBitShiftRight;
import org.apache.hadoop.hive.ql.udf.UDFOPBitShiftRightUnsigned;
import org.apache.hadoop.hive.ql.udf.UDFOPBitXor;
import org.apache.hadoop.hive.ql.udf.UDFOPLongDivide;
import org.apache.hadoop.hive.ql.udf.UDFPI;
import org.apache.hadoop.hive.ql.udf.UDFParseUrl;
import org.apache.hadoop.hive.ql.udf.UDFRadians;
import org.apache.hadoop.hive.ql.udf.UDFRand;
import org.apache.hadoop.hive.ql.udf.UDFRegExpExtract;
import org.apache.hadoop.hive.ql.udf.UDFRegExpReplace;
import org.apache.hadoop.hive.ql.udf.UDFRepeat;
import org.apache.hadoop.hive.ql.udf.UDFReplace;
import org.apache.hadoop.hive.ql.udf.UDFReverse;
import org.apache.hadoop.hive.ql.udf.UDFSecond;
import org.apache.hadoop.hive.ql.udf.UDFSha1;
import org.apache.hadoop.hive.ql.udf.UDFSign;
import org.apache.hadoop.hive.ql.udf.UDFSin;
import org.apache.hadoop.hive.ql.udf.UDFSpace;
import org.apache.hadoop.hive.ql.udf.UDFSqrt;
import org.apache.hadoop.hive.ql.udf.UDFSubstr;
import org.apache.hadoop.hive.ql.udf.UDFTan;
import org.apache.hadoop.hive.ql.udf.UDFToBoolean;
import org.apache.hadoop.hive.ql.udf.UDFToByte;
import org.apache.hadoop.hive.ql.udf.UDFToDouble;
import org.apache.hadoop.hive.ql.udf.UDFToFloat;
import org.apache.hadoop.hive.ql.udf.UDFToInteger;
import org.apache.hadoop.hive.ql.udf.UDFToLong;
import org.apache.hadoop.hive.ql.udf.UDFToShort;
import org.apache.hadoop.hive.ql.udf.UDFToString;
import org.apache.hadoop.hive.ql.udf.UDFType;
import org.apache.hadoop.hive.ql.udf.UDFUnbase64;
import org.apache.hadoop.hive.ql.udf.UDFUnhex;
import org.apache.hadoop.hive.ql.udf.UDFVersion;
import org.apache.hadoop.hive.ql.udf.UDFWeekOfYear;
import org.apache.hadoop.hive.ql.udf.UDFYear;
import org.apache.hadoop.hive.ql.udf.generic.*;
import org.apache.hadoop.hive.ql.udf.ptf.MatchPath.MatchPathResolver;
import org.apache.hadoop.hive.ql.udf.ptf.Noop.NoopResolver;
import org.apache.hadoop.hive.ql.udf.ptf.NoopStreaming.NoopStreamingResolver;
import org.apache.hadoop.hive.ql.udf.ptf.NoopWithMap.NoopWithMapResolver;
import org.apache.hadoop.hive.ql.udf.ptf.NoopWithMapStreaming.NoopWithMapStreamingResolver;
import org.apache.hadoop.hive.ql.udf.ptf.TableFunctionResolver;
import org.apache.hadoop.hive.ql.udf.ptf.WindowingTableFunction.WindowingTableFunctionResolver;
import org.apache.hadoop.hive.ql.udf.xml.GenericUDFXPath;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathBoolean;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathDouble;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathFloat;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathInteger;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathLong;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathShort;
import org.apache.hadoop.hive.ql.udf.xml.UDFXPathString;
import org.apache.hadoop.hive.serde.serdeConstants;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector;
import org.apache.hadoop.hive.serde2.objectinspector.ObjectInspector.Category;
import org.apache.hadoop.hive.serde2.objectinspector.PrimitiveObjectInspector.PrimitiveCategory;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils;
import org.apache.hadoop.hive.serde2.objectinspector.primitive.PrimitiveObjectInspectorUtils.PrimitiveGrouping;
import org.apache.hadoop.hive.serde2.typeinfo.HiveDecimalUtils;
import org.apache.hadoop.hive.serde2.typeinfo.ListTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.MapTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.PrimitiveTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.StructTypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfo;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoFactory;
import org.apache.hadoop.hive.serde2.typeinfo.TypeInfoUtils;
import org.apache.hadoop.util.ReflectionUtils;
import org.apache.hive.common.util.AnnotationUtils;
/**
* FunctionRegistry.
*/
public final class FunctionRegistry {
private static final Logger LOG = LoggerFactory.getLogger(FunctionRegistry.class);
/*
* PTF variables
* */
public static final String LEAD_FUNC_NAME = "lead";
public static final String LAG_FUNC_NAME = "lag";
public static final String LAST_VALUE_FUNC_NAME = "last_value";
public static final String UNARY_PLUS_FUNC_NAME = "positive";
public static final String UNARY_MINUS_FUNC_NAME = "negative";
public static final String WINDOWING_TABLE_FUNCTION = "windowingtablefunction";
private static final String NOOP_TABLE_FUNCTION = "noop";
private static final String NOOP_MAP_TABLE_FUNCTION = "noopwithmap";
private static final String NOOP_STREAMING_TABLE_FUNCTION = "noopstreaming";
private static final String NOOP_STREAMING_MAP_TABLE_FUNCTION = "noopwithmapstreaming";
private static final String MATCH_PATH_TABLE_FUNCTION = "matchpath";
public static final Set HIVE_OPERATORS = new HashSet();
static {
HIVE_OPERATORS.addAll(Arrays.asList(
"+", "-", "*", "/", "%", "div", "&", "|", "^", "~",
"and", "or", "not", "!",
"=", "==", "<=>", "!=", "<>", "<", "<=", ">", ">=",
"index"));
}
// registry for system functions
private static final Registry system = new Registry(true);
static {
system.registerGenericUDF("concat", GenericUDFConcat.class);
system.registerUDF("substr", UDFSubstr.class, false);
system.registerUDF("substring", UDFSubstr.class, false);
system.registerGenericUDF("substring_index", GenericUDFSubstringIndex.class);
system.registerUDF("space", UDFSpace.class, false);
system.registerUDF("repeat", UDFRepeat.class, false);
system.registerUDF("ascii", UDFAscii.class, false);
system.registerGenericUDF("lpad", GenericUDFLpad.class);
system.registerGenericUDF("rpad", GenericUDFRpad.class);
system.registerGenericUDF("levenshtein", GenericUDFLevenshtein.class);
system.registerGenericUDF("soundex", GenericUDFSoundex.class);
system.registerGenericUDF("size", GenericUDFSize.class);
system.registerGenericUDF("round", GenericUDFRound.class);
system.registerGenericUDF("bround", GenericUDFBRound.class);
system.registerGenericUDF("floor", GenericUDFFloor.class);
system.registerUDF("sqrt", UDFSqrt.class, false);
system.registerGenericUDF("cbrt", GenericUDFCbrt.class);
system.registerGenericUDF("ceil", GenericUDFCeil.class);
system.registerGenericUDF("ceiling", GenericUDFCeil.class);
system.registerUDF("rand", UDFRand.class, false);
system.registerGenericUDF("abs", GenericUDFAbs.class);
system.registerGenericUDF("pmod", GenericUDFPosMod.class);
system.registerUDF("ln", UDFLn.class, false);
system.registerUDF("log2", UDFLog2.class, false);
system.registerUDF("sin", UDFSin.class, false);
system.registerUDF("asin", UDFAsin.class, false);
system.registerUDF("cos", UDFCos.class, false);
system.registerUDF("acos", UDFAcos.class, false);
system.registerUDF("log10", UDFLog10.class, false);
system.registerUDF("log", UDFLog.class, false);
system.registerUDF("exp", UDFExp.class, false);
system.registerGenericUDF("power", GenericUDFPower.class);
system.registerGenericUDF("pow", GenericUDFPower.class);
system.registerUDF("sign", UDFSign.class, false);
system.registerUDF("pi", UDFPI.class, false);
system.registerUDF("degrees", UDFDegrees.class, false);
system.registerUDF("radians", UDFRadians.class, false);
system.registerUDF("atan", UDFAtan.class, false);
system.registerUDF("tan", UDFTan.class, false);
system.registerUDF("e", UDFE.class, false);
system.registerGenericUDF("factorial", GenericUDFFactorial.class);
system.registerUDF("crc32", UDFCrc32.class, false);
system.registerUDF("conv", UDFConv.class, false);
system.registerUDF("bin", UDFBin.class, false);
system.registerUDF("chr", UDFChr.class, false);
system.registerUDF("hex", UDFHex.class, false);
system.registerUDF("unhex", UDFUnhex.class, false);
system.registerUDF("base64", UDFBase64.class, false);
system.registerUDF("unbase64", UDFUnbase64.class, false);
system.registerGenericUDF("sha2", GenericUDFSha2.class);
system.registerUDF("md5", UDFMd5.class, false);
system.registerUDF("sha1", UDFSha1.class, false);
system.registerUDF("sha", UDFSha1.class, false);
system.registerGenericUDF("aes_encrypt", GenericUDFAesEncrypt.class);
system.registerGenericUDF("aes_decrypt", GenericUDFAesDecrypt.class);
system.registerGenericUDF("encode", GenericUDFEncode.class);
system.registerGenericUDF("decode", GenericUDFDecode.class);
system.registerGenericUDF("upper", GenericUDFUpper.class);
system.registerGenericUDF("lower", GenericUDFLower.class);
system.registerGenericUDF("ucase", GenericUDFUpper.class);
system.registerGenericUDF("lcase", GenericUDFLower.class);
system.registerGenericUDF("trim", GenericUDFTrim.class);
system.registerGenericUDF("ltrim", GenericUDFLTrim.class);
system.registerGenericUDF("rtrim", GenericUDFRTrim.class);
system.registerUDF("length", UDFLength.class, false);
system.registerUDF("reverse", UDFReverse.class, false);
system.registerGenericUDF("field", GenericUDFField.class);
system.registerUDF("find_in_set", UDFFindInSet.class, false);
system.registerGenericUDF("initcap", GenericUDFInitCap.class);
system.registerUDF("like", UDFLike.class, true);
system.registerGenericUDF("rlike", GenericUDFRegExp.class);
system.registerGenericUDF("regexp", GenericUDFRegExp.class);
system.registerUDF("regexp_replace", UDFRegExpReplace.class, false);
system.registerUDF("replace", UDFReplace.class, false);
system.registerUDF("regexp_extract", UDFRegExpExtract.class, false);
system.registerUDF("parse_url", UDFParseUrl.class, false);
system.registerGenericUDF("nvl", GenericUDFNvl.class);
system.registerGenericUDF("split", GenericUDFSplit.class);
system.registerGenericUDF("str_to_map", GenericUDFStringToMap.class);
system.registerGenericUDF("translate", GenericUDFTranslate.class);
system.registerGenericUDF(UNARY_PLUS_FUNC_NAME, GenericUDFOPPositive.class);
system.registerGenericUDF(UNARY_MINUS_FUNC_NAME, GenericUDFOPNegative.class);
system.registerUDF("day", UDFDayOfMonth.class, false);
system.registerUDF("dayofmonth", UDFDayOfMonth.class, false);
system.registerUDF("month", UDFMonth.class, false);
system.registerGenericUDF("quarter", GenericUDFQuarter.class);
system.registerUDF("year", UDFYear.class, false);
system.registerUDF("hour", UDFHour.class, false);
system.registerUDF("minute", UDFMinute.class, false);
system.registerUDF("second", UDFSecond.class, false);
system.registerUDF("from_unixtime", UDFFromUnixTime.class, false);
system.registerGenericUDF("to_date", GenericUDFDate.class);
system.registerUDF("weekofyear", UDFWeekOfYear.class, false);
system.registerGenericUDF("last_day", GenericUDFLastDay.class);
system.registerGenericUDF("next_day", GenericUDFNextDay.class);
system.registerGenericUDF("trunc", GenericUDFTrunc.class);
system.registerGenericUDF("date_format", GenericUDFDateFormat.class);
system.registerGenericUDF("date_add", GenericUDFDateAdd.class);
system.registerGenericUDF("date_sub", GenericUDFDateSub.class);
system.registerGenericUDF("datediff", GenericUDFDateDiff.class);
system.registerGenericUDF("add_months", GenericUDFAddMonths.class);
system.registerGenericUDF("months_between", GenericUDFMonthsBetween.class);
system.registerUDF("get_json_object", UDFJson.class, false);
system.registerUDF("xpath_string", UDFXPathString.class, false);
system.registerUDF("xpath_boolean", UDFXPathBoolean.class, false);
system.registerUDF("xpath_number", UDFXPathDouble.class, false);
system.registerUDF("xpath_double", UDFXPathDouble.class, false);
system.registerUDF("xpath_float", UDFXPathFloat.class, false);
system.registerUDF("xpath_long", UDFXPathLong.class, false);
system.registerUDF("xpath_int", UDFXPathInteger.class, false);
system.registerUDF("xpath_short", UDFXPathShort.class, false);
system.registerGenericUDF("xpath", GenericUDFXPath.class);
system.registerGenericUDF("+", GenericUDFOPPlus.class);
system.registerGenericUDF("-", GenericUDFOPMinus.class);
system.registerGenericUDF("*", GenericUDFOPMultiply.class);
system.registerGenericUDF("/", GenericUDFOPDivide.class);
system.registerGenericUDF("%", GenericUDFOPMod.class);
system.registerUDF("div", UDFOPLongDivide.class, true);
system.registerUDF("&", UDFOPBitAnd.class, true);
system.registerUDF("|", UDFOPBitOr.class, true);
system.registerUDF("^", UDFOPBitXor.class, true);
system.registerUDF("~", UDFOPBitNot.class, true);
system.registerUDF("shiftleft", UDFOPBitShiftLeft.class, true);
system.registerUDF("shiftright", UDFOPBitShiftRight.class, true);
system.registerUDF("shiftrightunsigned", UDFOPBitShiftRightUnsigned.class, true);
system.registerGenericUDF("current_database", UDFCurrentDB.class);
system.registerGenericUDF("current_date", GenericUDFCurrentDate.class);
system.registerGenericUDF("current_timestamp", GenericUDFCurrentTimestamp.class);
system.registerGenericUDF("current_user", GenericUDFCurrentUser.class);
system.registerGenericUDF("isnull", GenericUDFOPNull.class);
system.registerGenericUDF("isnotnull", GenericUDFOPNotNull.class);
system.registerGenericUDF("if", GenericUDFIf.class);
system.registerGenericUDF("in", GenericUDFIn.class);
system.registerGenericUDF("and", GenericUDFOPAnd.class);
system.registerGenericUDF("or", GenericUDFOPOr.class);
system.registerGenericUDF("=", GenericUDFOPEqual.class);
system.registerGenericUDF("==", GenericUDFOPEqual.class);
system.registerGenericUDF("<=>", GenericUDFOPEqualNS.class);
system.registerGenericUDF("!=", GenericUDFOPNotEqual.class);
system.registerGenericUDF("<>", GenericUDFOPNotEqual.class);
system.registerGenericUDF("<", GenericUDFOPLessThan.class);
system.registerGenericUDF("<=", GenericUDFOPEqualOrLessThan.class);
system.registerGenericUDF(">", GenericUDFOPGreaterThan.class);
system.registerGenericUDF(">=", GenericUDFOPEqualOrGreaterThan.class);
system.registerGenericUDF("not", GenericUDFOPNot.class);
system.registerGenericUDF("!", GenericUDFOPNot.class);
system.registerGenericUDF("between", GenericUDFBetween.class);
system.registerGenericUDF("ewah_bitmap_and", GenericUDFEWAHBitmapAnd.class);
system.registerGenericUDF("ewah_bitmap_or", GenericUDFEWAHBitmapOr.class);
system.registerGenericUDF("ewah_bitmap_empty", GenericUDFEWAHBitmapEmpty.class);
// Utility UDFs
system.registerUDF("version", UDFVersion.class, false);
// Aliases for Java Class Names
// These are used in getImplicitConvertUDFMethod
system.registerUDF(serdeConstants.BOOLEAN_TYPE_NAME, UDFToBoolean.class, false, UDFToBoolean.class.getSimpleName());
system.registerUDF(serdeConstants.TINYINT_TYPE_NAME, UDFToByte.class, false, UDFToByte.class.getSimpleName());
system.registerUDF(serdeConstants.SMALLINT_TYPE_NAME, UDFToShort.class, false, UDFToShort.class.getSimpleName());
system.registerUDF(serdeConstants.INT_TYPE_NAME, UDFToInteger.class, false, UDFToInteger.class.getSimpleName());
system.registerUDF(serdeConstants.BIGINT_TYPE_NAME, UDFToLong.class, false, UDFToLong.class.getSimpleName());
system.registerUDF(serdeConstants.FLOAT_TYPE_NAME, UDFToFloat.class, false, UDFToFloat.class.getSimpleName());
system.registerUDF(serdeConstants.DOUBLE_TYPE_NAME, UDFToDouble.class, false, UDFToDouble.class.getSimpleName());
system.registerUDF(serdeConstants.STRING_TYPE_NAME, UDFToString.class, false, UDFToString.class.getSimpleName());
system.registerGenericUDF(serdeConstants.DATE_TYPE_NAME, GenericUDFToDate.class);
system.registerGenericUDF(serdeConstants.TIMESTAMP_TYPE_NAME, GenericUDFTimestamp.class);
system.registerGenericUDF(serdeConstants.INTERVAL_YEAR_MONTH_TYPE_NAME, GenericUDFToIntervalYearMonth.class);
system.registerGenericUDF(serdeConstants.INTERVAL_DAY_TIME_TYPE_NAME, GenericUDFToIntervalDayTime.class);
system.registerGenericUDF(serdeConstants.BINARY_TYPE_NAME, GenericUDFToBinary.class);
system.registerGenericUDF(serdeConstants.DECIMAL_TYPE_NAME, GenericUDFToDecimal.class);
system.registerGenericUDF(serdeConstants.VARCHAR_TYPE_NAME, GenericUDFToVarchar.class);
system.registerGenericUDF(serdeConstants.CHAR_TYPE_NAME, GenericUDFToChar.class);
// Aggregate functions
system.registerGenericUDAF("max", new GenericUDAFMax());
system.registerGenericUDAF("min", new GenericUDAFMin());
system.registerGenericUDAF("sum", new GenericUDAFSum());
system.registerGenericUDAF("$SUM0", new GenericUDAFSumEmptyIsZero());
system.registerGenericUDAF("count", new GenericUDAFCount());
system.registerGenericUDAF("avg", new GenericUDAFAverage());
system.registerGenericUDAF("std", new GenericUDAFStd());
system.registerGenericUDAF("stddev", new GenericUDAFStd());
system.registerGenericUDAF("stddev_pop", new GenericUDAFStd());
system.registerGenericUDAF("stddev_samp", new GenericUDAFStdSample());
system.registerGenericUDAF("variance", new GenericUDAFVariance());
system.registerGenericUDAF("var_pop", new GenericUDAFVariance());
system.registerGenericUDAF("var_samp", new GenericUDAFVarianceSample());
system.registerGenericUDAF("covar_pop", new GenericUDAFCovariance());
system.registerGenericUDAF("covar_samp", new GenericUDAFCovarianceSample());
system.registerGenericUDAF("corr", new GenericUDAFCorrelation());
system.registerGenericUDAF("histogram_numeric", new GenericUDAFHistogramNumeric());
system.registerGenericUDAF("percentile_approx", new GenericUDAFPercentileApprox());
system.registerGenericUDAF("collect_set", new GenericUDAFCollectSet());
system.registerGenericUDAF("collect_list", new GenericUDAFCollectList());
system.registerGenericUDAF("ngrams", new GenericUDAFnGrams());
system.registerGenericUDAF("context_ngrams", new GenericUDAFContextNGrams());
system.registerGenericUDAF("ewah_bitmap", new GenericUDAFEWAHBitmap());
system.registerGenericUDAF("compute_stats", new GenericUDAFComputeStats());
system.registerUDAF("percentile", UDAFPercentile.class);
// Generic UDFs
system.registerGenericUDF("reflect", GenericUDFReflect.class);
system.registerGenericUDF("reflect2", GenericUDFReflect2.class);
system.registerGenericUDF("java_method", GenericUDFReflect.class);
system.registerGenericUDF("array", GenericUDFArray.class);
system.registerGenericUDF("assert_true", GenericUDFAssertTrue.class);
system.registerGenericUDF("map", GenericUDFMap.class);
system.registerGenericUDF("struct", GenericUDFStruct.class);
system.registerGenericUDF("named_struct", GenericUDFNamedStruct.class);
system.registerGenericUDF("create_union", GenericUDFUnion.class);
system.registerGenericUDF("case", GenericUDFCase.class);
system.registerGenericUDF("when", GenericUDFWhen.class);
system.registerGenericUDF("hash", GenericUDFHash.class);
system.registerGenericUDF("coalesce", GenericUDFCoalesce.class);
system.registerGenericUDF("index", GenericUDFIndex.class);
system.registerGenericUDF("in_file", GenericUDFInFile.class);
system.registerGenericUDF("instr", GenericUDFInstr.class);
system.registerGenericUDF("locate", GenericUDFLocate.class);
system.registerGenericUDF("elt", GenericUDFElt.class);
system.registerGenericUDF("concat_ws", GenericUDFConcatWS.class);
system.registerGenericUDF("sort_array", GenericUDFSortArray.class);
system.registerGenericUDF("array_contains", GenericUDFArrayContains.class);
system.registerGenericUDF("sentences", GenericUDFSentences.class);
system.registerGenericUDF("map_keys", GenericUDFMapKeys.class);
system.registerGenericUDF("map_values", GenericUDFMapValues.class);
system.registerGenericUDF("format_number", GenericUDFFormatNumber.class);
system.registerGenericUDF("printf", GenericUDFPrintf.class);
system.registerGenericUDF("greatest", GenericUDFGreatest.class);
system.registerGenericUDF("least", GenericUDFLeast.class);
system.registerGenericUDF("from_utc_timestamp", GenericUDFFromUtcTimestamp.class);
system.registerGenericUDF("to_utc_timestamp", GenericUDFToUtcTimestamp.class);
system.registerGenericUDF("unix_timestamp", GenericUDFUnixTimeStamp.class);
system.registerGenericUDF("to_unix_timestamp", GenericUDFToUnixTimeStamp.class);
// Generic UDTF's
system.registerGenericUDTF("explode", GenericUDTFExplode.class);
system.registerGenericUDTF("inline", GenericUDTFInline.class);
system.registerGenericUDTF("json_tuple", GenericUDTFJSONTuple.class);
system.registerGenericUDTF("parse_url_tuple", GenericUDTFParseUrlTuple.class);
system.registerGenericUDTF("posexplode", GenericUDTFPosExplode.class);
system.registerGenericUDTF("stack", GenericUDTFStack.class);
system.registerGenericUDTF("get_splits", GenericUDTFGetSplits.class);
//PTF declarations
system.registerGenericUDF(LEAD_FUNC_NAME, GenericUDFLead.class);
system.registerGenericUDF(LAG_FUNC_NAME, GenericUDFLag.class);
system.registerGenericUDAF("row_number", new GenericUDAFRowNumber());
system.registerGenericUDAF("rank", new GenericUDAFRank());
system.registerGenericUDAF("dense_rank", new GenericUDAFDenseRank());
system.registerGenericUDAF("percent_rank", new GenericUDAFPercentRank());
system.registerGenericUDAF("cume_dist", new GenericUDAFCumeDist());
system.registerGenericUDAF("ntile", new GenericUDAFNTile());
system.registerGenericUDAF("first_value", new GenericUDAFFirstValue());
system.registerGenericUDAF("last_value", new GenericUDAFLastValue());
system.registerWindowFunction(LEAD_FUNC_NAME, new GenericUDAFLead());
system.registerWindowFunction(LAG_FUNC_NAME, new GenericUDAFLag());
system.registerTableFunction(NOOP_TABLE_FUNCTION, NoopResolver.class);
system.registerTableFunction(NOOP_MAP_TABLE_FUNCTION, NoopWithMapResolver.class);
system.registerTableFunction(NOOP_STREAMING_TABLE_FUNCTION, NoopStreamingResolver.class);
system.registerTableFunction(NOOP_STREAMING_MAP_TABLE_FUNCTION, NoopWithMapStreamingResolver.class);
system.registerTableFunction(WINDOWING_TABLE_FUNCTION, WindowingTableFunctionResolver.class);
system.registerTableFunction(MATCH_PATH_TABLE_FUNCTION, MatchPathResolver.class);
// Arithmetic specializations are done in a convoluted manner; mark them as built-in.
system.registerHiddenBuiltIn(GenericUDFOPDTIMinus.class);
system.registerHiddenBuiltIn(GenericUDFOPDTIPlus.class);
system.registerHiddenBuiltIn(GenericUDFOPNumericMinus.class);
system.registerHiddenBuiltIn(GenericUDFOPNumericPlus.class);
// mask UDFs
system.registerGenericUDF(GenericUDFMask.UDF_NAME, GenericUDFMask.class);
system.registerGenericUDF(GenericUDFMaskFirstN.UDF_NAME, GenericUDFMaskFirstN.class);
system.registerGenericUDF(GenericUDFMaskLastN.UDF_NAME, GenericUDFMaskLastN.class);
system.registerGenericUDF(GenericUDFMaskShowFirstN.UDF_NAME, GenericUDFMaskShowFirstN.class);
system.registerGenericUDF(GenericUDFMaskShowLastN.UDF_NAME, GenericUDFMaskShowLastN.class);
system.registerGenericUDF(GenericUDFMaskHash.UDF_NAME, GenericUDFMaskHash.class);
}
public static String getNormalizedFunctionName(String fn) throws SemanticException {
// Does the same thing as getFunctionInfo, except for getting the function info.
fn = fn.toLowerCase();
return (FunctionUtils.isQualifiedFunctionName(fn) || getFunctionInfo(fn) != null) ? fn
: FunctionUtils.qualifyFunctionName(
fn, SessionState.get().getCurrentDatabase().toLowerCase());
}
public static FunctionInfo getFunctionInfo(String functionName) throws SemanticException {
FunctionInfo info = getTemporaryFunctionInfo(functionName);
return info != null ? info : system.getFunctionInfo(functionName);
}
public static FunctionInfo getTemporaryFunctionInfo(String functionName) throws SemanticException {
Registry registry = SessionState.getRegistry();
return registry == null ? null : registry.getFunctionInfo(functionName);
}
public static WindowFunctionInfo getWindowFunctionInfo(String functionName)
throws SemanticException {
Registry registry = SessionState.getRegistry();
WindowFunctionInfo info =
registry == null ? null : registry.getWindowFunctionInfo(functionName);
return info != null ? info : system.getWindowFunctionInfo(functionName);
}
public static Set getFunctionNames() {
Set names = new TreeSet();
names.addAll(system.getCurrentFunctionNames());
if (SessionState.getRegistry() != null) {
names.addAll(SessionState.getRegistry().getCurrentFunctionNames());
}
return names;
}
public static Set getFunctionNames(String funcPatternStr) {
Set funcNames = new TreeSet();
funcNames.addAll(system.getFunctionNames(funcPatternStr));
if (SessionState.getRegistry() != null) {
funcNames.addAll(SessionState.getRegistry().getFunctionNames(funcPatternStr));
}
return funcNames;
}
/**
* Returns a set of registered function names which matchs the given pattern.
* This is used for the CLI command "SHOW FUNCTIONS LIKE 'regular expression';"
*
* @param funcPatternStr
* regular expression of the interested function names
* @return set of strings contains function names
*/
public static Set getFunctionNamesByLikePattern(String funcPatternStr) {
Set funcNames = new TreeSet();
Set allFuncs = getFunctionNames();
String[] subpatterns = funcPatternStr.trim().split("\\|");
for (String subpattern : subpatterns) {
subpattern = "(?i)" + subpattern.replaceAll("\\*", ".*");
try {
Pattern patternObj = Pattern.compile(subpattern);
for (String funcName : allFuncs) {
if (patternObj.matcher(funcName).matches()) {
funcNames.add(funcName);
}
}
} catch (PatternSyntaxException e) {
continue;
}
}
return funcNames;
}
/**
* Returns the set of synonyms of the supplied function.
*
* @param funcName the name of the function
* @return Set of synonyms for funcName
*/
public static Set getFunctionSynonyms(String funcName) throws SemanticException {
FunctionInfo funcInfo = getFunctionInfo(funcName);
if (null == funcInfo) {
return Collections.emptySet();
}
Set synonyms = new LinkedHashSet();
system.getFunctionSynonyms(funcName, funcInfo, synonyms);
if (SessionState.getRegistry() != null) {
SessionState.getRegistry().getFunctionSynonyms(funcName, funcInfo, synonyms);
}
return synonyms;
}
/**
* Check if the given type is numeric. String is considered numeric when used in
* numeric operators.
*
* @param typeInfo
* @return
*/
public static boolean isNumericType(PrimitiveTypeInfo typeInfo) {
switch (typeInfo.getPrimitiveCategory()) {
case BYTE:
case SHORT:
case INT:
case LONG:
case DECIMAL:
case FLOAT:
case DOUBLE:
case STRING: // String or string equivalent is considered numeric when used in arithmetic operator.
case VARCHAR:
case CHAR:
case VOID: // NULL is considered numeric type for arithmetic operators.
return true;
default:
return false;
}
}
/**
* Check if a type is exact (not approximate such as float and double). String is considered as
* double, thus not exact.
*
* @param typeInfo
* @return
*/
public static boolean isExactNumericType(PrimitiveTypeInfo typeInfo) {
switch (typeInfo.getPrimitiveCategory()) {
case BYTE:
case SHORT:
case INT:
case LONG:
case DECIMAL:
return true;
default:
return false;
}
}
static int getCommonLength(int aLen, int bLen) {
int maxLength;
if (aLen < 0 || bLen < 0) {
// negative length should take precedence over positive value?
maxLength = -1;
} else {
maxLength = Math.max(aLen, bLen);
}
return maxLength;
}
/**
* Given 2 TypeInfo types and the PrimitiveCategory selected as the common class between the two,
* return a TypeInfo corresponding to the common PrimitiveCategory, and with type qualifiers
* (if applicable) that match the 2 TypeInfo types.
* Examples:
* varchar(10), varchar(20), primitive category varchar => varchar(20)
* date, string, primitive category string => string
* @param a TypeInfo of the first type
* @param b TypeInfo of the second type
* @param typeCategory PrimitiveCategory of the designated common type between a and b
* @return TypeInfo represented by the primitive category, with any applicable type qualifiers.
*/
public static TypeInfo getTypeInfoForPrimitiveCategory(
PrimitiveTypeInfo a, PrimitiveTypeInfo b, PrimitiveCategory typeCategory) {
// For types with parameters (like varchar), we need to determine the type parameters
// that should be added to this type, based on the original 2 TypeInfos.
int maxLength;
switch (typeCategory) {
case CHAR:
maxLength = getCommonLength(
TypeInfoUtils.getCharacterLengthForType(a),
TypeInfoUtils.getCharacterLengthForType(b));
return TypeInfoFactory.getCharTypeInfo(maxLength);
case VARCHAR:
maxLength = getCommonLength(
TypeInfoUtils.getCharacterLengthForType(a),
TypeInfoUtils.getCharacterLengthForType(b));
return TypeInfoFactory.getVarcharTypeInfo(maxLength);
case DECIMAL:
return HiveDecimalUtils.getDecimalTypeForPrimitiveCategories(a, b);
default:
// Type doesn't require any qualifiers.
return TypeInfoFactory.getPrimitiveTypeInfo(
PrimitiveObjectInspectorUtils.getTypeEntryFromPrimitiveCategory(typeCategory).typeName);
}
}
/**
* Find a common class for union-all operator
*/
public static TypeInfo getCommonClassForUnionAll(TypeInfo a, TypeInfo b) {
if (a.equals(b)) {
return a;
}
if (a.getCategory() != Category.PRIMITIVE || b.getCategory() != Category.PRIMITIVE) {
return null;
}
PrimitiveCategory pcA = ((PrimitiveTypeInfo)a).getPrimitiveCategory();
PrimitiveCategory pcB = ((PrimitiveTypeInfo)b).getPrimitiveCategory();
if (pcA == pcB) {
// Same primitive category but different qualifiers.
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, pcA);
}
PrimitiveGrouping pgA = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcA);
PrimitiveGrouping pgB = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcB);
// handle string types properly
if (pgA == PrimitiveGrouping.STRING_GROUP && pgB == PrimitiveGrouping.STRING_GROUP) {
return getTypeInfoForPrimitiveCategory(
(PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b,PrimitiveCategory.STRING);
}
if (TypeInfoUtils.implicitConvertible(a, b)) {
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, pcB);
}
if (TypeInfoUtils.implicitConvertible(b, a)) {
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, pcA);
}
for (PrimitiveCategory t : TypeInfoUtils.numericTypeList) {
if (TypeInfoUtils.implicitConvertible(pcA, t)
&& TypeInfoUtils.implicitConvertible(pcB, t)) {
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, t);
}
}
return null;
}
/**
* Find a common class that objects of both TypeInfo a and TypeInfo b can
* convert to. This is used for comparing objects of type a and type b.
*
* When we are comparing string and double, we will always convert both of
* them to double and then compare.
*
* @return null if no common class could be found.
*/
public static TypeInfo getCommonClassForComparison(TypeInfo a, TypeInfo b) {
// If same return one of them
if (a.equals(b)) {
return a;
}
if (a.getCategory() != Category.PRIMITIVE || b.getCategory() != Category.PRIMITIVE) {
return null;
}
PrimitiveCategory pcA = ((PrimitiveTypeInfo)a).getPrimitiveCategory();
PrimitiveCategory pcB = ((PrimitiveTypeInfo)b).getPrimitiveCategory();
if (pcA == pcB) {
// Same primitive category but different qualifiers.
// Rely on getTypeInfoForPrimitiveCategory() to sort out the type params.
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, pcA);
}
PrimitiveGrouping pgA = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcA);
PrimitiveGrouping pgB = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcB);
// handle string types properly
if (pgA == PrimitiveGrouping.STRING_GROUP && pgB == PrimitiveGrouping.STRING_GROUP) {
// Compare as strings. Char comparison semantics may be different if/when implemented.
return getTypeInfoForPrimitiveCategory(
(PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b,PrimitiveCategory.STRING);
}
// timestamp/date is higher precedence than String_GROUP
if (pgA == PrimitiveGrouping.STRING_GROUP && pgB == PrimitiveGrouping.DATE_GROUP) {
return b;
}
// date/timestamp is higher precedence than String_GROUP
if (pgB == PrimitiveGrouping.STRING_GROUP && pgA == PrimitiveGrouping.DATE_GROUP) {
return a;
}
// Another special case, because timestamp is not implicitly convertible to numeric types.
if ((pgA == PrimitiveGrouping.NUMERIC_GROUP || pgB == PrimitiveGrouping.NUMERIC_GROUP)
&& (pcA == PrimitiveCategory.TIMESTAMP || pcB == PrimitiveCategory.TIMESTAMP)) {
return TypeInfoFactory.doubleTypeInfo;
}
for (PrimitiveCategory t : TypeInfoUtils.numericTypeList) {
if (TypeInfoUtils.implicitConvertible(pcA, t)
&& TypeInfoUtils.implicitConvertible(pcB, t)) {
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, t);
}
}
return null;
}
public static PrimitiveCategory getPrimitiveCommonCategory(TypeInfo a, TypeInfo b) {
if (a.getCategory() != Category.PRIMITIVE || b.getCategory() != Category.PRIMITIVE) {
return null;
}
PrimitiveCategory pcA = ((PrimitiveTypeInfo)a).getPrimitiveCategory();
PrimitiveCategory pcB = ((PrimitiveTypeInfo)b).getPrimitiveCategory();
PrimitiveGrouping pgA = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcA);
PrimitiveGrouping pgB = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(pcB);
// handle string types properly
if (pgA == PrimitiveGrouping.STRING_GROUP && pgB == PrimitiveGrouping.STRING_GROUP) {
return PrimitiveCategory.STRING;
}
if (pgA == PrimitiveGrouping.DATE_GROUP && pgB == PrimitiveGrouping.STRING_GROUP) {
return PrimitiveCategory.STRING;
}
if (pgB == PrimitiveGrouping.DATE_GROUP && pgA == PrimitiveGrouping.STRING_GROUP) {
return PrimitiveCategory.STRING;
}
Integer ai = TypeInfoUtils.numericTypes.get(pcA);
Integer bi = TypeInfoUtils.numericTypes.get(pcB);
if (ai == null || bi == null) {
// If either is not a numeric type, return null.
return null;
}
return (ai > bi) ? pcA : pcB;
}
/**
* Find a common class that objects of both TypeInfo a and TypeInfo b can
* convert to. This is used for places other than comparison.
*
* The common class of string and double is string.
*
* @return null if no common class could be found.
*/
public static TypeInfo getCommonClass(TypeInfo a, TypeInfo b) {
if (a.equals(b)) {
return a;
}
// We try to infer a common primitive category
PrimitiveCategory commonCat = getPrimitiveCommonCategory(a, b);
if (commonCat != null) {
return getTypeInfoForPrimitiveCategory((PrimitiveTypeInfo)a, (PrimitiveTypeInfo)b, commonCat);
}
// It is not primitive; check if it is a struct and we can infer a common class
if (a.getCategory() == Category.STRUCT && b.getCategory() == Category.STRUCT) {
return getCommonClassForStruct((StructTypeInfo)a, (StructTypeInfo)b);
}
return null;
}
/**
* Find a common class that objects of both StructTypeInfo a and StructTypeInfo b can
* convert to. This is used for places other than comparison.
*
* @return null if no common class could be found.
*/
public static TypeInfo getCommonClassForStruct(StructTypeInfo a, StructTypeInfo b) {
if (a == b || a.equals(b)) {
return a;
}
List names = new ArrayList();
List typeInfos = new ArrayList();
Iterator namesIterator = a.getAllStructFieldNames().iterator();
Iterator otherNamesIterator = b.getAllStructFieldNames().iterator();
// Compare the field names using ignore-case semantics
while (namesIterator.hasNext() && otherNamesIterator.hasNext()) {
String name = namesIterator.next();
if (!name.equalsIgnoreCase(otherNamesIterator.next())) {
return null;
}
names.add(name);
}
// Different number of field names
if (namesIterator.hasNext() || otherNamesIterator.hasNext()) {
return null;
}
// Compare the field types
ArrayList fromTypes = a.getAllStructFieldTypeInfos();
ArrayList toTypes = b.getAllStructFieldTypeInfos();
for (int i = 0; i < fromTypes.size(); i++) {
TypeInfo commonType = getCommonClass(fromTypes.get(i), toTypes.get(i));
if (commonType == null) {
return null;
}
typeInfos.add(commonType);
}
return TypeInfoFactory.getStructTypeInfo(names, typeInfos);
}
/**
* Get the GenericUDAF evaluator for the name and argumentClasses.
*
* @param name
* the name of the UDAF
* @param argumentOIs
* @param isDistinct
* @param isAllColumns
* @return The UDAF evaluator
*/
@SuppressWarnings("deprecation")
public static GenericUDAFEvaluator getGenericUDAFEvaluator(String name,
List argumentOIs, boolean isDistinct,
boolean isAllColumns) throws SemanticException {
GenericUDAFResolver udafResolver = getGenericUDAFResolver(name);
if (udafResolver == null) {
return null;
}
ObjectInspector args[] = new ObjectInspector[argumentOIs.size()];
// Can't use toArray here because Java is dumb when it comes to
// generics + arrays.
for (int ii = 0; ii < argumentOIs.size(); ++ii) {
args[ii] = argumentOIs.get(ii);
}
GenericUDAFParameterInfo paramInfo =
new SimpleGenericUDAFParameterInfo(
args, isDistinct, isAllColumns);
GenericUDAFEvaluator udafEvaluator;
if (udafResolver instanceof GenericUDAFResolver2) {
udafEvaluator =
((GenericUDAFResolver2) udafResolver).getEvaluator(paramInfo);
} else {
udafEvaluator = udafResolver.getEvaluator(paramInfo.getParameters());
}
return udafEvaluator;
}
public static GenericUDAFEvaluator getGenericWindowingEvaluator(String name,
List argumentOIs, boolean isDistinct,
boolean isAllColumns) throws SemanticException {
Registry registry = SessionState.getRegistry();
GenericUDAFEvaluator evaluator = registry == null ? null :
registry.getGenericWindowingEvaluator(name, argumentOIs, isDistinct, isAllColumns);
return evaluator != null ? evaluator :
system.getGenericWindowingEvaluator(name, argumentOIs, isDistinct, isAllColumns);
}
/**
* This method is shared between UDFRegistry and UDAFRegistry. methodName will
* be "evaluate" for UDFRegistry, and "aggregate"/"evaluate"/"evaluatePartial"
* for UDAFRegistry.
* @throws UDFArgumentException
*/
public static Method getMethodInternal(Class udfClass,
String methodName, boolean exact, List argumentClasses)
throws UDFArgumentException {
List mlist = new ArrayList();
for (Method m : udfClass.getMethods()) {
if (m.getName().equals(methodName)) {
mlist.add(m);
}
}
return getMethodInternal(udfClass, mlist, exact, argumentClasses);
}
public static GenericUDAFResolver getGenericUDAFResolver(String functionName)
throws SemanticException {
if (LOG.isDebugEnabled()) {
LOG.debug("Looking up GenericUDAF: " + functionName);
}
FunctionInfo finfo = getFunctionInfo(functionName);
if (finfo == null) {
return null;
}
GenericUDAFResolver result = finfo.getGenericUDAFResolver();
return result;
}
public static Object invoke(Method m, Object thisObject, Object... arguments)
throws HiveException {
Object o;
try {
o = m.invoke(thisObject, arguments);
} catch (Exception e) {
String thisObjectString = "" + thisObject + " of class "
+ (thisObject == null ? "null" : thisObject.getClass().getName());
StringBuilder argumentString = new StringBuilder();
if (arguments == null) {
argumentString.append("null");
} else {
argumentString.append("{");
for (int i = 0; i < arguments.length; i++) {
if (i > 0) {
argumentString.append(", ");
}
if (arguments[i] == null) {
argumentString.append("null");
} else {
argumentString.append("" + arguments[i] + ":"
+ arguments[i].getClass().getName());
}
}
argumentString.append("} of size " + arguments.length);
}
throw new HiveException("Unable to execute method " + m + " "
+ " on object " + thisObjectString + " with arguments "
+ argumentString.toString(), e);
}
return o;
}
/**
* Returns -1 if passed does not match accepted. Otherwise return the cost
* (usually 0 for no conversion and 1 for conversion).
*/
public static int matchCost(TypeInfo argumentPassed,
TypeInfo argumentAccepted, boolean exact) {
if (argumentAccepted.equals(argumentPassed)
|| TypeInfoUtils.doPrimitiveCategoriesMatch(argumentPassed, argumentAccepted)) {
// matches
return 0;
}
if (argumentPassed.equals(TypeInfoFactory.voidTypeInfo)) {
// passing null matches everything
return 0;
}
if (argumentPassed.getCategory().equals(Category.LIST)
&& argumentAccepted.getCategory().equals(Category.LIST)) {
// lists are compatible if and only-if the elements are compatible
TypeInfo argumentPassedElement = ((ListTypeInfo) argumentPassed)
.getListElementTypeInfo();
TypeInfo argumentAcceptedElement = ((ListTypeInfo) argumentAccepted)
.getListElementTypeInfo();
return matchCost(argumentPassedElement, argumentAcceptedElement, exact);
}
if (argumentPassed.getCategory().equals(Category.MAP)
&& argumentAccepted.getCategory().equals(Category.MAP)) {
// lists are compatible if and only-if the elements are compatible
TypeInfo argumentPassedKey = ((MapTypeInfo) argumentPassed)
.getMapKeyTypeInfo();
TypeInfo argumentAcceptedKey = ((MapTypeInfo) argumentAccepted)
.getMapKeyTypeInfo();
TypeInfo argumentPassedValue = ((MapTypeInfo) argumentPassed)
.getMapValueTypeInfo();
TypeInfo argumentAcceptedValue = ((MapTypeInfo) argumentAccepted)
.getMapValueTypeInfo();
int cost1 = matchCost(argumentPassedKey, argumentAcceptedKey, exact);
int cost2 = matchCost(argumentPassedValue, argumentAcceptedValue, exact);
if (cost1 < 0 || cost2 < 0) {
return -1;
}
return Math.max(cost1, cost2);
}
if (argumentAccepted.equals(TypeInfoFactory.unknownTypeInfo)) {
// accepting Object means accepting everything,
// but there is a conversion cost.
return 1;
}
if (!exact && TypeInfoUtils.implicitConvertible(argumentPassed, argumentAccepted)) {
return 1;
}
return -1;
}
/**
* Given a set of candidate methods and list of argument types, try to
* select the best candidate based on how close the passed argument types are
* to the candidate argument types.
* For a varchar argument, we would prefer evaluate(string) over evaluate(double).
* @param udfMethods list of candidate methods
* @param argumentsPassed list of argument types to match to the candidate methods
*/
static void filterMethodsByTypeAffinity(List udfMethods, List argumentsPassed) {
if (udfMethods.size() > 1) {
// Prefer methods with a closer signature based on the primitive grouping of each argument.
// Score each method based on its similarity to the passed argument types.
int currentScore = 0;
int bestMatchScore = 0;
Method bestMatch = null;
for (Method m: udfMethods) {
currentScore = 0;
List argumentsAccepted =
TypeInfoUtils.getParameterTypeInfos(m, argumentsPassed.size());
Iterator argsPassedIter = argumentsPassed.iterator();
for (TypeInfo acceptedType : argumentsAccepted) {
// Check the affinity of the argument passed in with the accepted argument,
// based on the PrimitiveGrouping
TypeInfo passedType = argsPassedIter.next();
if (acceptedType.getCategory() == Category.PRIMITIVE
&& passedType.getCategory() == Category.PRIMITIVE) {
PrimitiveGrouping acceptedPg = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(
((PrimitiveTypeInfo) acceptedType).getPrimitiveCategory());
PrimitiveGrouping passedPg = PrimitiveObjectInspectorUtils.getPrimitiveGrouping(
((PrimitiveTypeInfo) passedType).getPrimitiveCategory());
if (acceptedPg == passedPg) {
// The passed argument matches somewhat closely with an accepted argument
++currentScore;
}
}
}
// Check if the score for this method is any better relative to others
if (currentScore > bestMatchScore) {
bestMatchScore = currentScore;
bestMatch = m;
} else if (currentScore == bestMatchScore) {
bestMatch = null; // no longer a best match if more than one.
}
}
if (bestMatch != null) {
// Found a best match during this processing, use it.
udfMethods.clear();
udfMethods.add(bestMatch);
}
}
}
/**
* Gets the closest matching method corresponding to the argument list from a
* list of methods.
*
* @param mlist
* The list of methods to inspect.
* @param exact
* Boolean to indicate whether this is an exact match or not.
* @param argumentsPassed
* The classes for the argument.
* @return The matching method.
*/
public static Method getMethodInternal(Class udfClass, List mlist, boolean exact,
List argumentsPassed) throws UDFArgumentException {
// result
List udfMethods = new ArrayList();
// The cost of the result
int leastConversionCost = Integer.MAX_VALUE;
for (Method m : mlist) {
List argumentsAccepted = TypeInfoUtils.getParameterTypeInfos(m,
argumentsPassed.size());
if (argumentsAccepted == null) {
// null means the method does not accept number of arguments passed.
continue;
}
boolean match = (argumentsAccepted.size() == argumentsPassed.size());
int conversionCost = 0;
for (int i = 0; i < argumentsPassed.size() && match; i++) {
int cost = matchCost(argumentsPassed.get(i), argumentsAccepted.get(i),
exact);
if (cost == -1) {
match = false;
} else {
conversionCost += cost;
}
}
if (LOG.isDebugEnabled()) {
LOG.debug("Method " + (match ? "did" : "didn't") + " match: passed = "
+ argumentsPassed + " accepted = " + argumentsAccepted +
" method = " + m);
}
if (match) {
// Always choose the function with least implicit conversions.
if (conversionCost < leastConversionCost) {
udfMethods.clear();
udfMethods.add(m);
leastConversionCost = conversionCost;
// Found an exact match
if (leastConversionCost == 0) {
break;
}
} else if (conversionCost == leastConversionCost) {
// Ambiguous call: two methods with the same number of implicit
// conversions
udfMethods.add(m);
// Don't break! We might find a better match later.
} else {
// do nothing if implicitConversions > leastImplicitConversions
}
}
}
if (udfMethods.size() == 0) {
// No matching methods found
throw new NoMatchingMethodException(udfClass, argumentsPassed, mlist);
}
if (udfMethods.size() > 1) {
// First try selecting methods based on the type affinity of the arguments passed
// to the candidate method arguments.
filterMethodsByTypeAffinity(udfMethods, argumentsPassed);
}
if (udfMethods.size() > 1) {
// if the only difference is numeric types, pick the method
// with the smallest overall numeric type.
int lowestNumericType = Integer.MAX_VALUE;
boolean multiple = true;
Method candidate = null;
List referenceArguments = null;
for (Method m: udfMethods) {
int maxNumericType = 0;
List argumentsAccepted = TypeInfoUtils.getParameterTypeInfos(m, argumentsPassed.size());
if (referenceArguments == null) {
// keep the arguments for reference - we want all the non-numeric
// arguments to be the same
referenceArguments = argumentsAccepted;
}
Iterator referenceIterator = referenceArguments.iterator();
for (TypeInfo accepted: argumentsAccepted) {
TypeInfo reference = referenceIterator.next();
boolean acceptedIsPrimitive = false;
PrimitiveCategory acceptedPrimCat = PrimitiveCategory.UNKNOWN;
if (accepted.getCategory() == Category.PRIMITIVE) {
acceptedIsPrimitive = true;
acceptedPrimCat = ((PrimitiveTypeInfo) accepted).getPrimitiveCategory();
}
if (acceptedIsPrimitive && TypeInfoUtils.numericTypes.containsKey(acceptedPrimCat)) {
// We're looking for the udf with the smallest maximum numeric type.
int typeValue = TypeInfoUtils.numericTypes.get(acceptedPrimCat);
maxNumericType = typeValue > maxNumericType ? typeValue : maxNumericType;
} else if (!accepted.equals(reference)) {
// There are non-numeric arguments that don't match from one UDF to
// another. We give up at this point.
throw new AmbiguousMethodException(udfClass, argumentsPassed, mlist);
}
}
if (lowestNumericType > maxNumericType) {
multiple = false;
lowestNumericType = maxNumericType;
candidate = m;
} else if (maxNumericType == lowestNumericType) {
// multiple udfs with the same max type. Unless we find a lower one
// we'll give up.
multiple = true;
}
}
if (!multiple) {
return candidate;
} else {
throw new AmbiguousMethodException(udfClass, argumentsPassed, mlist);
}
}
return udfMethods.get(0);
}
/**
* A shortcut to get the "index" GenericUDF. This is used for getting elements
* out of array and getting values out of map.
* @throws SemanticException
*/
public static GenericUDF getGenericUDFForIndex() {
try {
return FunctionRegistry.getFunctionInfo("index").getGenericUDF();
} catch (SemanticException e) {
throw new RuntimeException("hive operator -- never be thrown", e);
}
}
/**
* A shortcut to get the "and" GenericUDF.
* @throws SemanticException
*/
public static GenericUDF getGenericUDFForAnd() {
try {
return FunctionRegistry.getFunctionInfo("and").getGenericUDF();
} catch (SemanticException e) {
throw new RuntimeException("hive operator -- never be thrown", e);
}
}
/**
* Create a copy of an existing GenericUDF.
*/
public static GenericUDF cloneGenericUDF(GenericUDF genericUDF) {
if (null == genericUDF) {
return null;
}
GenericUDF clonedUDF;
if (genericUDF instanceof GenericUDFBridge) {
GenericUDFBridge bridge = (GenericUDFBridge) genericUDF;
clonedUDF = new GenericUDFBridge(bridge.getUdfName(), bridge.isOperator(),
bridge.getUdfClassName());
} else if (genericUDF instanceof GenericUDFMacro) {
GenericUDFMacro bridge = (GenericUDFMacro) genericUDF;
clonedUDF = new GenericUDFMacro(bridge.getMacroName(), bridge.getBody().clone(),
bridge.getColNames(), bridge.getColTypes());
} else {
clonedUDF = ReflectionUtils.newInstance(genericUDF.getClass(), null);
}
if (clonedUDF != null) {
// Copy info that may be required in the new copy.
// The SettableUDF calls below could be replaced using this mechanism as well.
try {
genericUDF.copyToNewInstance(clonedUDF);
} catch (UDFArgumentException err) {
throw new IllegalArgumentException(err);
}
// The original may have settable info that needs to be added to the new copy.
if (genericUDF instanceof SettableUDF) {
try {
TypeInfo typeInfo = ((SettableUDF)genericUDF).getTypeInfo();
if (typeInfo != null) {
((SettableUDF)clonedUDF).setTypeInfo(typeInfo);
}
} catch (UDFArgumentException err) {
// In theory this should not happen - if the original copy of the UDF had this
// data, we should be able to set the UDF copy with this same settableData.
LOG.error("Unable to add settable data to UDF " + genericUDF.getClass());
throw new IllegalArgumentException(err);
}
}
}
return clonedUDF;
}
/**
* Create a copy of an existing GenericUDTF.
*/
public static GenericUDTF cloneGenericUDTF(GenericUDTF genericUDTF) {
if (null == genericUDTF) {
return null;
}
return ReflectionUtils.newInstance(genericUDTF.getClass(), null);
}
/**
* Get the UDF class from an exprNodeDesc. Returns null if the exprNodeDesc
* does not contain a UDF class.
*/
private static Class getGenericUDFClassFromExprDesc(ExprNodeDesc desc) {
if (!(desc instanceof ExprNodeGenericFuncDesc)) {
return null;
}
ExprNodeGenericFuncDesc genericFuncDesc = (ExprNodeGenericFuncDesc) desc;
return genericFuncDesc.getGenericUDF().getClass();
}
/**
* Returns whether a GenericUDF is deterministic or not.
*/
public static boolean isDeterministic(GenericUDF genericUDF) {
if (isStateful(genericUDF)) {
// stateful implies non-deterministic, regardless of whatever
// the deterministic annotation declares
return false;
}
UDFType genericUDFType = AnnotationUtils.getAnnotation(genericUDF.getClass(), UDFType.class);
if (genericUDFType != null && genericUDFType.deterministic() == false) {
return false;
}
if (genericUDF instanceof GenericUDFBridge) {
GenericUDFBridge bridge = (GenericUDFBridge) (genericUDF);
UDFType bridgeUDFType = AnnotationUtils.getAnnotation(bridge.getUdfClass(), UDFType.class);
if (bridgeUDFType != null && bridgeUDFType.deterministic() == false) {
return false;
}
}
if (genericUDF instanceof GenericUDFMacro) {
GenericUDFMacro macro = (GenericUDFMacro) (genericUDF);
return macro.isDeterministic();
}
return true;
}
/**
* Returns whether a GenericUDF is stateful or not.
*/
public static boolean isStateful(GenericUDF genericUDF) {
UDFType genericUDFType = AnnotationUtils.getAnnotation(genericUDF.getClass(), UDFType.class);
if (genericUDFType != null && genericUDFType.stateful()) {
return true;
}
if (genericUDF instanceof GenericUDFBridge) {
GenericUDFBridge bridge = (GenericUDFBridge) genericUDF;
UDFType bridgeUDFType = AnnotationUtils.getAnnotation(bridge.getUdfClass(), UDFType.class);
if (bridgeUDFType != null && bridgeUDFType.stateful()) {
return true;
}
}
if (genericUDF instanceof GenericUDFMacro) {
GenericUDFMacro macro = (GenericUDFMacro) (genericUDF);
return macro.isStateful();
}
return false;
}
/**
* Returns whether the exprNodeDesc is a node of "and", "or", "not".
*/
public static boolean isOpAndOrNot(ExprNodeDesc desc) {
Class genericUdfClass = getGenericUDFClassFromExprDesc(desc);
return GenericUDFOPAnd.class == genericUdfClass
|| GenericUDFOPOr.class == genericUdfClass
|| GenericUDFOPNot.class == genericUdfClass;
}
/**
* Returns whether the exprNodeDesc is a node of "and".
*/
public static boolean isOpAnd(ExprNodeDesc desc) {
return GenericUDFOPAnd.class == getGenericUDFClassFromExprDesc(desc);
}
/**
* Returns whether the exprNodeDesc is a node of "or".
*/
public static boolean isOpOr(ExprNodeDesc desc) {
return GenericUDFOPOr.class == getGenericUDFClassFromExprDesc(desc);
}
/**
* Returns whether the exprNodeDesc is a node of "in".
*/
public static boolean isIn(ExprNodeDesc desc) {
return GenericUDFIn.class == getGenericUDFClassFromExprDesc(desc);
}
/**
* Returns whether the exprNodeDesc is a node of "not".
*/
public static boolean isOpNot(ExprNodeDesc desc) {
return GenericUDFOPNot.class == getGenericUDFClassFromExprDesc(desc);
}
/**
* Returns whether the exprNodeDesc is a node of "positive".
*/
public static boolean isOpPositive(ExprNodeDesc desc) {
return GenericUDFOPPositive.class == getGenericUDFClassFromExprDesc(desc);
}
/**
* Returns whether the exprNodeDesc is node of "cast".
*/
public static boolean isOpCast(ExprNodeDesc desc) {
if (!(desc instanceof ExprNodeGenericFuncDesc)) {
return false;
}
return isOpCast(((ExprNodeGenericFuncDesc)desc).getGenericUDF());
}
public static boolean isOpCast(GenericUDF genericUDF) {
Class udfClass = (genericUDF instanceof GenericUDFBridge) ?
((GenericUDFBridge)genericUDF).getUdfClass() : genericUDF.getClass();
return udfClass == UDFToBoolean.class || udfClass == UDFToByte.class ||
udfClass == UDFToDouble.class || udfClass == UDFToFloat.class ||
udfClass == UDFToInteger.class || udfClass == UDFToLong.class ||
udfClass == UDFToShort.class || udfClass == UDFToString.class ||
udfClass == GenericUDFToVarchar.class || udfClass == GenericUDFToChar.class ||
udfClass == GenericUDFTimestamp.class || udfClass == GenericUDFToBinary.class ||
udfClass == GenericUDFToDate.class || udfClass == GenericUDFToDecimal.class;
}
/**
* Returns whether the exprNodeDesc can recommend name for the expression
*/
public static boolean isOpPreserveInputName(ExprNodeDesc desc) {
return isOpCast(desc);
}
/**
* Registers the appropriate kind of temporary function based on a class's
* type.
*
* @param functionName name under which to register function
*
* @param udfClass class implementing UD[A|T]F
*
* @return true if udfClass's type was recognized (so registration
* succeeded); false otherwise
*/
public static FunctionInfo registerTemporaryUDF(
String functionName, Class udfClass, FunctionResource... resources) {
return SessionState.getRegistryForWrite().registerFunction(
functionName, udfClass, resources);
}
public static void unregisterTemporaryUDF(String functionName) throws HiveException {
if (SessionState.getRegistry() != null) {
SessionState.getRegistry().unregisterFunction(functionName);
}
}
/**
* Registers the appropriate kind of temporary function based on a class's
* type.
*
* @param macroName name under which to register the macro
*
* @param body the expression which the macro evaluates to
*@param colNames the names of the arguments to the macro
*@param colTypes the types of the arguments to the macro
*/
public static void registerTemporaryMacro(
String macroName, ExprNodeDesc body, List colNames, List colTypes) {
SessionState.getRegistryForWrite().registerMacro(macroName, body, colNames, colTypes);
}
public static FunctionInfo registerPermanentFunction(String functionName,
String className, boolean registerToSession, FunctionResource[] resources) {
return system.registerPermanentFunction(functionName, className, registerToSession, resources);
}
public static boolean isPermanentFunction(ExprNodeGenericFuncDesc fnExpr) {
GenericUDF udf = fnExpr.getGenericUDF();
if (udf == null) return false;
Class clazz = udf.getClass();
if (udf instanceof GenericUDFBridge) {
clazz = ((GenericUDFBridge)udf).getUdfClass();
}
if (clazz != null) {
return system.isPermanentFunc(clazz);
}
return false;
}
public static void unregisterPermanentFunction(String functionName) throws HiveException {
system.unregisterFunction(functionName);
unregisterTemporaryUDF(functionName);
}
/**
* Unregisters all the functions under the database dbName
* @param dbName specified database name
* @throws HiveException
*/
public static void unregisterPermanentFunctions(String dbName) throws HiveException {
system.unregisterFunctions(dbName);
}
private FunctionRegistry() {
// prevent instantiation
}
//---------PTF functions------------
/**
* Both UDF and UDAF functions can imply order for analytical functions
*
* @param functionName
* name of function
* @return true if a GenericUDF or GenericUDAF exists for this name and implyOrder is true, false
* otherwise.
* @throws SemanticException
*/
public static boolean impliesOrder(String functionName) throws SemanticException {
FunctionInfo info = getFunctionInfo(functionName);
if (info != null && info.isGenericUDF()) {
UDFType type =
AnnotationUtils.getAnnotation(info.getGenericUDF().getClass(), UDFType.class);
if (type != null) {
return type.impliesOrder();
}
}
WindowFunctionInfo windowInfo = getWindowFunctionInfo(functionName);
if (windowInfo != null) {
return windowInfo.isImpliesOrder();
}
return false;
}
public static boolean pivotResult(String functionName) throws SemanticException {
WindowFunctionInfo windowInfo = getWindowFunctionInfo(functionName);
if (windowInfo != null) {
return windowInfo.isPivotResult();
}
return false;
}
public static boolean isTableFunction(String functionName)
throws SemanticException {
FunctionInfo tFInfo = getFunctionInfo(functionName);
return tFInfo != null && !tFInfo.isInternalTableFunction() && tFInfo.isTableFunction();
}
public static TableFunctionResolver getTableFunctionResolver(String functionName)
throws SemanticException {
FunctionInfo tfInfo = getFunctionInfo(functionName);
if (tfInfo != null && tfInfo.isTableFunction()) {
return (TableFunctionResolver) ReflectionUtils.newInstance(tfInfo.getFunctionClass(), null);
}
return null;
}
public static TableFunctionResolver getWindowingTableFunction()
throws SemanticException {
return getTableFunctionResolver(WINDOWING_TABLE_FUNCTION);
}
public static boolean isNoopFunction(String fnName) {
fnName = fnName.toLowerCase();
return fnName.equals(NOOP_MAP_TABLE_FUNCTION) ||
fnName.equals(NOOP_STREAMING_MAP_TABLE_FUNCTION) ||
fnName.equals(NOOP_TABLE_FUNCTION) ||
fnName.equals(NOOP_STREAMING_TABLE_FUNCTION);
}
/**
* Use this to check if function is ranking function
*
* @param name
* name of a function
* @return true if function is a UDAF, has WindowFunctionDescription annotation and the annotations
* confirms a ranking function, false otherwise
* @throws SemanticException
*/
public static boolean isRankingFunction(String name) throws SemanticException {
FunctionInfo info = getFunctionInfo(name);
if (info == null) {
return false;
}
GenericUDAFResolver res = info.getGenericUDAFResolver();
if (res == null) {
return false;
}
WindowFunctionDescription desc =
AnnotationUtils.getAnnotation(res.getClass(), WindowFunctionDescription.class);
return (desc != null) && desc.rankingFunction();
}
/**
* @param fnExpr Function expression.
* @return True iff the fnExpr represents a hive built-in function (native, non-permanent)
*/
public static boolean isBuiltInFuncExpr(ExprNodeGenericFuncDesc fnExpr) {
GenericUDF udf = fnExpr.getGenericUDF();
if (udf == null) return false;
Class clazz = udf.getClass();
if (udf instanceof GenericUDFBridge) {
clazz = ((GenericUDFBridge)udf).getUdfClass();
}
if (clazz != null) {
return system.isBuiltInFunc(clazz);
}
return false;
}
/** Unlike isBuiltInFuncExpr, does not expand GenericUdfBridge. */
public static boolean isBuiltInFuncClass(Class clazz) {
return system.isBuiltInFunc(clazz);
}
/**
* Setup blocked flag for all builtin UDFs as per udf whitelist and blacklist
* @param whiteListStr
* @param blackListStr
*/
public static void setupPermissionsForBuiltinUDFs(String whiteListStr,
String blackListStr) {
system.setupPermissionsForUDFs(whiteListStr, blackListStr);
}
}
