Hive2.0函数大全
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摘要
Hive内部提供了很多函数给开发者使用，包括数学函数，类型转换函数，条件函数，字符函数，聚合函数，表生成函数等等，这些函数都统称为内置函数。
目录
|
Return Type |
Name (Signature) |
Description |
|---|---|---|
|
DOUBLE |
round(DOUBLE a) |
Returns the rounded 返回对a四舍五入的BIGINT值 |
|
DOUBLE |
round(DOUBLE a, INT d) |
Returns 返回DOUBLE型d的保留n位小数的DOUBLW型的近似值 |
| DOUBLE | bround(DOUBLE a) | Returns the rounded BIGINT value of a using HALF_EVEN rounding mode (as of Hive 1.3.0, 2.0.0). Also known as Gaussian rounding or bankers‘ rounding. Example: bround(2.5) = 2, bround(3.5) = 4.银行家舍入法（1~4：舍，6~9：进，5->前位数是偶：舍，5->前位数是奇：进） |
| DOUBLE | bround(DOUBLE a, INT d) | Returns a rounded to d decimal places using HALF_EVEN rounding mode (as of Hive 1.3.0, 2.0.0). Example: bround(8.25, 1) = 8.2, bround(8.35, 1) = 8.4.银行家舍入法,保留d位小数 |
|
BIGINT |
floor(DOUBLE a) |
Returns the maximum 向下取整，最数轴上最接近要求的值的左边的值 如：6.10->6 -3.4->-4 |
|
BIGINT |
ceil(DOUBLE a), ceiling(DOUBLE a) |
Returns the minimum BIGINT value that is equal to or greater than 求其不小于小给定实数的最小整数如：ceil(6) = ceil(6.1)= ceil(6.9) = 6 |
|
DOUBLE |
rand(), rand(INT seed) |
Returns a random number (that changes from row to row) that is distributed uniformly from 0 to 1. Specifying the seed will make sure the generated random number sequence is deterministic. 每行返回一个DOUBLE型随机数seed是随机因子 |
|
DOUBLE |
exp(DOUBLE a), exp(DECIMAL a) |
Returns 返回e的a幂次方， a可为小数 |
|
DOUBLE |
ln(DOUBLE a), ln(DECIMAL a) |
Returns the natural logarithm of the argument 以自然数为底d的对数，a可为小数 |
|
DOUBLE |
log10(DOUBLE a), log10(DECIMAL a) |
Returns the base-10 logarithm of the argument 以10为底d的对数，a可为小数 |
|
DOUBLE |
log2(DOUBLE a), log2(DECIMAL a) |
Returns the base-2 logarithm of the argument 以2为底数d的对数，a可为小数 |
|
DOUBLE |
log(DOUBLE base, DOUBLE a) log(DECIMAL base, DECIMAL a) |
Returns the base- 以base为底的对数，base 与 a都是DOUBLE类型 |
|
DOUBLE |
pow(DOUBLE a, DOUBLE p), power(DOUBLE a, DOUBLE p) |
Returns 计算a的p次幂 |
|
DOUBLE |
sqrt(DOUBLE a), sqrt(DECIMAL a) |
Returns the square root of 计算a的平方根 |
|
STRING |
bin(BIGINT a) |
Returns the number in binary format (see http://dev.mysql.com/doc/refman/5.0/en/string-functions.html#function_bin). 计算二进制a的STRING类型，a为BIGINT类型 |
|
STRING |
hex(BIGINT a) hex(STRING a) hex(BINARY a) |
If the argument is an 计算十六进制a的STRING类型，如果a为STRING类型就转换成字符相对应的十六进制 |
|
BINARY |
unhex(STRING a) |
Inverse of hex. Interprets each pair of characters as a hexadecimal number and converts to the byte representation of the number. ( hex的逆方法 |
|
STRING |
conv(BIGINT num, INT from_base, INT to_base), conv(STRING num, INT from_base, INT to_base) |
Converts a number from a given base to another (see http://dev.mysql.com/doc/refman/5.0/en/mathematical-functions.html#function_conv). 将GIGINT/STRING类型的num从from_base进制转换成to_base进制 |
|
DOUBLE |
abs(DOUBLE a) |
Returns the absolute value. 计算a的绝对值 |
|
INT or DOUBLE |
pmod(INT a, INT b), pmod(DOUBLE a, DOUBLE b) |
Returns the positive value of a对b取模 |
|
DOUBLE |
sin(DOUBLE a), sin(DECIMAL a) |
Returns the sine of 求a的正弦值 |
|
DOUBLE |
asin(DOUBLE a), asin(DECIMAL a) |
Returns the arc sin of 求d的反正弦值 |
|
DOUBLE |
cos(DOUBLE a), cos(DECIMAL a) |
Returns the cosine of 求余弦值 |
|
DOUBLE |
acos(DOUBLE a), acos(DECIMAL a) |
Returns the arccosine of 求反余弦值 |
|
DOUBLE |
tan(DOUBLE a), tan(DECIMAL a) |
Returns the tangent of 求正切值 |
|
DOUBLE |
atan(DOUBLE a), atan(DECIMAL a) |
Returns the arctangent of 求反正切值 |
|
DOUBLE |
degrees(DOUBLE a), degrees(DECIMAL a) |
Converts value of 奖弧度值转换角度值 |
|
DOUBLE |
radians(DOUBLE a), radians(DOUBLE a) |
Converts value of 将角度值转换成弧度值 |
|
INT or DOUBLE |
positive(INT a), positive(DOUBLE a) |
Returns 返回a |
|
INT or DOUBLE |
negative(INT a), negative(DOUBLE a) |
Returns 返回a的相反数 |
|
DOUBLE or INT |
sign(DOUBLE a), sign(DECIMAL a) |
Returns the sign of 如果a是正数则返回1.0，是负数则返回-1.0，否则返回0.0 |
|
DOUBLE |
e() |
Returns the value of 数学常数e |
|
DOUBLE |
pi() |
Returns the value of 数学常数pi |
| BIGINT | factorial(INT a) | Returns the factorial of a (as of Hive 1.2.0). Valid a is [0..20].求a的阶乘 |
| DOUBLE | cbrt(DOUBLE a) | Returns the cube root of a double value (as of Hive 1.2.0).求a的立方根 |
|
INT BIGINT |
shiftleft(TINYINT|SMALLINT|INT a, INT b) shiftleft(BIGINT a, INT b) |
Bitwise left shift (as of Hive 1.2.0). Shifts Returns int for tinyint, smallint and int 按位左移 |
|
INT BIGINT |
shiftright(TINYINT|SMALLINT|INT a, INTb) shiftright(BIGINT a, INT b) |
Bitwise right shift (as of Hive 1.2.0). Shifts Returns int for tinyint, smallint and int 按拉右移 |
|
INT BIGINT |
shiftrightunsigned(TINYINT|SMALLINT|INTa, INT b), shiftrightunsigned(BIGINT a, INT b) |
Bitwise unsigned right shift (as of Hive 1.2.0). Shifts Returns int for tinyint, smallint and int 无符号按位右移（<<<） |
| T | greatest(T v1, T v2, ...) | Returns the greatest value of the list of values (as of Hive 1.1.0). Fixed to return NULL when one or more arguments are NULL, and strict type restriction relaxed, consistent with ">" operator (as of Hive 2.0.0). 求最大值 |
| T | least(T v1, T v2, ...) | Returns the least value of the list of values (as of Hive 1.1.0). Fixed to return NULL when one or more arguments are NULL, and strict type restriction relaxed, consistent with "<" operator (as of Hive 2.0.0). 求最小值 |
|
Return Type |
Name(Signature) |
Description |
|---|---|---|
|
int |
size(Map<K.V>) |
Returns the number of elements in the map type. 求map的长度 |
|
int |
size(Array<T>) |
Returns the number of elements in the array type. 求数组的长度 |
|
array<K> |
map_keys(Map<K.V>) |
Returns an unordered array containing the keys of the input map. 返回map中的所有key |
|
array<V> |
map_values(Map<K.V>) |
Returns an unordered array containing the values of the input map. 返回map中的所有value |
|
boolean |
array_contains(Array<T>, value) |
Returns TRUE if the array contains value. 如该数组Array<T>包含value返回true。，否则返回false |
|
array |
sort_array(Array<T>) |
Sorts the input array in ascending order according to the natural ordering of the array elements and returns it (as of version 0.9.0). 按自然顺序对数组进行排序并返回 |
|
Return Type |
Name(Signature) |
Description |
|---|---|---|
|
binary |
binary(string|binary) |
Casts the parameter into a binary. 将输入的值转换成二进制 |
|
Expected "=" to follow "type" |
cast(expr as <type>) |
Converts the results of the expression expr to <type>. For example, cast(‘1‘ as BIGINT) will convert the string ‘1‘ to its integral representation. A null is returned if the conversion does not succeed. If cast(expr as boolean) Hive returns true for a non-empty string. 将expr转换成type类型 如：cast("1" as BIGINT) 将字符串1转换成了BIGINT类型，如果转换失败将返回NULL |
|
Return Type |
Name(Signature) |
Description |
|---|---|---|
|
string |
from_unixtime(bigint unixtime[, string format]) |
Converts the number of seconds from unix epoch (1970-01-01 00:00:00 UTC) to a string representing the timestamp of that moment in the current system time zone in the format of "1970-01-01 00:00:00". 将时间的秒值转换成format格式（format可为“yyyy-MM-dd hh:mm:ss”,“yyyy-MM-dd hh”,“yyyy-MM-dd hh:mm”等等）如from_unixtime(1250111000,"yyyy-MM-dd") 得到2009-03-12 |
|
bigint |
unix_timestamp() |
Gets current Unix timestamp in seconds. 获取本地时区下的时间戳 |
|
bigint |
unix_timestamp(string date) |
Converts time string in format 将格式为yyyy-MM-dd HH:mm:ss的时间字符串转换成时间戳 如unix_timestamp(‘2009-03-20 11:30:01‘) = 1237573801 |
|
bigint |
unix_timestamp(string date, string pattern) |
Convert time string with given pattern (see [http://docs.oracle.com/javase/tutorial/i18n/format/simpleDateFormat.html]) to Unix time stamp (in seconds), return 0 if fail: unix_timestamp(‘2009-03-20‘, ‘yyyy-MM-dd‘) = 1237532400. 将指定时间字符串格式字符串转换成Unix时间戳，如果格式不对返回0 如：unix_timestamp(‘2009-03-20‘, ‘yyyy-MM-dd‘) = 1237532400 |
|
string |
to_date(string timestamp) |
Returns the date part of a timestamp string: to_date("1970-01-01 00:00:00") = "1970-01-01". 返回时间字符串的日期部分 |
|
int |
year(string date) |
Returns the year part of a date or a timestamp string: year("1970-01-01 00:00:00") = 1970, year("1970-01-01") = 1970. 返回时间字符串的年份部分 |
| int | quarter(date/timestamp/string) | Returns the quarter of the year for a date, timestamp, or string in the range 1 to 4 (as of Hive 1.3.0). Example: quarter(‘2015-04-08‘) = 2.
返回当前时间属性哪个季度 如quarter(‘2015-04-08‘) = 2 |
|
int |
month(string date) |
Returns the month part of a date or a timestamp string: month("1970-11-01 00:00:00") = 11, month("1970-11-01") = 11. 返回时间字符串的月份部分 |
|
int |
day(string date) dayofmonth(date) |
Returns the day part of a date or a timestamp string: day("1970-11-01 00:00:00") = 1, day("1970-11-01") = 1. 返回时间字符串的天 |
|
int |
hour(string date) |
Returns the hour of the timestamp: hour(‘2009-07-30 12:58:59‘) = 12, hour(‘12:58:59‘) = 12. 返回时间字符串的小时 |
|
int |
minute(string date) |
Returns the minute of the timestamp. 返回时间字符串的分钟 |
|
int |
second(string date) |
Returns the second of the timestamp. 返回时间字符串的秒 |
|
int |
weekofyear(string date) |
Returns the week number of a timestamp string: weekofyear("1970-11-01 00:00:00") = 44, weekofyear("1970-11-01") = 44. 返回时间字符串位于一年中的第几个周内 如weekofyear("1970-11-01 00:00:00") = 44, weekofyear("1970-11-01") = 44 |
|
int |
datediff(string enddate, string startdate) |
Returns the number of days from startdate to enddate: datediff(‘2009-03-01‘, ‘2009-02-27‘) = 2. 计算开始时间startdate到结束时间enddate相差的天数 |
|
string |
date_add(string startdate, int days) |
Adds a number of days to startdate: date_add(‘2008-12-31‘, 1) = ‘2009-01-01‘. 从开始时间startdate加上days |
|
string |
date_sub(string startdate, int days) |
Subtracts a number of days to startdate: date_sub(‘2008-12-31‘, 1) = ‘2008-12-30‘. 从开始时间startdate减去days |
|
timestamp |
from_utc_timestamp(timestamp, string timezone) |
Assumes given timestamp is UTC and converts to given timezone (as of Hive 0.8.0). For example, from_utc_timestamp(‘1970-01-01 08:00:00‘,‘PST‘) returns 1970-01-01 00:00:00. 如果给定的时间戳并非UTC，则将其转化成指定的时区下时间戳 |
|
timestamp |
to_utc_timestamp(timestamp, string timezone) |
Assumes given timestamp is in given timezone and converts to UTC (as of Hive 0.8.0). For example, to_utc_timestamp(‘1970-01-01 00:00:00‘,‘PST‘) returns 1970-01-01 08:00:00. 如果给定的时间戳指定的时区下时间戳，则将其转化成UTC下的时间戳 |
| date | current_date |
Returns the current date at the start of query evaluation (as of Hive 1.2.0). All calls of current_date within the same query return the same value. 返回当前时间日期 |
| timestamp | current_timestamp |
Returns the current timestamp at the start of query evaluation (as of Hive 1.2.0). All calls of current_timestamp within the same query return the same value. 返回当前时间戳 |
| string | add_months(string start_date, int num_months) |
Returns the date that is num_months after start_date (as of Hive 1.1.0). start_date is a string, date or timestamp. num_months is an integer. The time part of start_date is ignored. If start_date is the last day of the month or if the resulting month has fewer days than the day component of start_date, then the result is the last day of the resulting month. Otherwise, the result has the same day component as start_date. 返回当前时间下再增加num_months个月的日期 |
| string | last_day(string date) | Returns the last day of the month which the date belongs to (as of Hive 1.1.0). date is a string in the format ‘yyyy-MM-dd HH:mm:ss‘ or ‘yyyy-MM-dd‘. The time part of date is ignored.
返回这个月的最后一天的日期，忽略时分秒部分（HH:mm:ss） |
| string | next_day(string start_date, string day_of_week) | Returns the first date which is later than start_date and named as day_of_week (as of Hive1.2.0). start_date is a string/date/timestamp. day_of_week is 2 letters, 3 letters or full name of the day of the week (e.g. Mo, tue, FRIDAY). The time part of start_date is ignored. Example: next_day(‘2015-01-14‘, ‘TU‘) = 2015-01-20.
返回当前时间的下一个星期X所对应的日期 如：next_day(‘2015-01-14‘, ‘TU‘) = 2015-01-20 以2015-01-14为开始时间，其下一个星期二所对应的日期为2015-01-20 |
| string | trunc(string date, string format) | Returns date truncated to the unit specified by the format (as of Hive 1.2.0). Supported formats: MONTH/MON/MM, YEAR/YYYY/YY. Example: trunc(‘2015-03-17‘, ‘MM‘) = 2015-03-01.
返回时间的最开始年份或月份 如trunc("2016-06-26",“MM”)=2016-06-01 trunc("2016-06-26",“YY”)=2016-01-01 注意所支持的格式为MONTH/MON/MM, YEAR/YYYY/YY |
| double | months_between(date1, date2) | Returns number of months between dates date1 and date2 (as of Hive 1.2.0). If date1 is later than date2, then the result is positive. If date1 is earlier than date2, then the result is negative. If date1 and date2 are either the same days of the month or both last days of months, then the result is always an integer. Otherwise the UDF calculates the fractional portion of the result based on a 31-day month and considers the difference in time components date1 and date2. date1 and date2 type can be date, timestamp or string in the format ‘yyyy-MM-dd‘ or ‘yyyy-MM-dd HH:mm:ss‘. The result is rounded to 8 decimal places. Example: months_between(‘1997-02-28 10:30:00‘, ‘1996-10-30‘) = 3.94959677
返回date1与date2之间相差的月份，如date1>date2，则返回正，如果date1<date2,则返回负，否则返回0.0 如：months_between(‘1997-02-28 10:30:00‘, ‘1996-10-30‘) = 3.94959677 1997-02-28 10:30:00与1996-10-30相差3.94959677个月 |
| string | date_format(date/timestamp/string ts, string fmt) |
Converts a date/timestamp/string to a value of string in the format specified by the date format fmt (as of Hive 1.2.0). Supported formats are Java SimpleDateFormat formats –https://docs.oracle.com/javase/7/docs/api/java/text/SimpleDateFormat.html. The second argument fmt should be constant. Example: date_format(‘2015-04-08‘, ‘y‘) = ‘2015‘. date_format can be used to implement other UDFs, e.g.:
|
|
Return Type |
Name(Signature) |
Description |
|---|---|---|
|
T |
if(boolean testCondition, T valueTrue, T valueFalseOrNull) |
Returns valueTrue when testCondition is true, returns valueFalseOrNull otherwise. 如果testCondition 为true就返回valueTrue,否则返回valueFalseOrNull ，（valueTrue，valueFalseOrNull为泛型） |
| T | nvl(T value, T default_value) | Returns default value if value is null else returns value (as of HIve 0.11).
如果value值为NULL就返回default_value,否则返回value |
|
T |
COALESCE(T v1, T v2, ...) |
Returns the first v that is not NULL, or NULL if all v‘s are NULL. 返回第一非null的值，如果全部都为NULL就返回NULL 如：COALESCE (NULL,44,55)=44/strong> |
|
T |
CASE a WHEN b THEN c [WHEN d THEN e]* [ELSE f] END |
When a = b, returns c; when a = d, returns e; else returns f. 如果a=b就返回c,a=d就返回e，否则返回f 如CASE 4 WHEN 5 THEN 5 WHEN 4 THEN 4 ELSE 3 END 将返回4 |
|
T |
CASE WHEN a THEN b [WHEN c THEN d]* [ELSE e] END |
When a = true, returns b; when c = true, returns d; else returns e. 如果a=ture就返回b,c= ture就返回d，否则返回e 如：CASE WHEN 5>0 THEN 5 WHEN 4>0 THEN 4 ELSE 0 END 将返回5；CASE WHEN 5<0 THEN 5 WHEN 4<0 THEN 4 ELSE 0 END 将返回0 |
| boolean | isnull( a ) | Returns true if a is NULL and false otherwise.
如果a为null就返回true，否则返回false |
| boolean | isnotnull ( a ) | Returns true if a is not NULL and false otherwise.
如果a为非null就返回true，否则返回false |
|
Return Type |
Name(Signature) |
Description |
|---|---|---|
|
int |
ascii(string str) |
Returns the numeric value of the first character of str. 返回str中首个ASCII字符串的整数值 |
|
string |
base64(binary bin) |
Converts the argument from binary to a base 64 string (as of Hive 0.12.0).. 将二进制bin转换成64位的字符串 |
|
string |
concat(string|binary A, string|binary B...) |
Returns the string or bytes resulting from concatenating the strings or bytes passed in as parameters in order. For example, concat(‘foo‘, ‘bar‘) results in ‘foobar‘. Note that this function can take any number of input strings.. 对二进制字节码或字符串按次序进行拼接 |
|
array<struct<string,double>> |
context_ngrams(array<array<string>>, array<string>, int K, int pf) |
Returns the top-k contextual N-grams from a set of tokenized sentences, given a string of "context". See StatisticsAndDataMining for more information.. 与ngram类似，但context_ngram()允许你预算指定上下文(数组)来去查找子序列，具体看StatisticsAndDataMining(这里的解释更易懂) |
|
string |
concat_ws(string SEP, string A, string B...) |
Like concat() above, but with custom separator SEP.. 与concat()类似，但使用指定的分隔符喜进行分隔 |
|
string |
concat_ws(string SEP, array<string>) |
Like concat_ws() above, but taking an array of strings. (as of Hive 0.9.0). 拼接Array中的元素并用指定分隔符进行分隔 |
|
string |
decode(binary bin, string charset) |
Decodes the first argument into a String using the provided character set (one of ‘US-ASCII‘, ‘ISO-8859-1‘, ‘UTF-8‘, ‘UTF-16BE‘, ‘UTF-16LE‘, ‘UTF-16‘). If either argument is null, the result will also be null. (As of Hive 0.12.0.). 使用指定的字符集charset将二进制值bin解码成字符串，支持的字符集有：‘US-ASCII‘, ‘ISO-8859-1‘, ‘UTF-8‘, ‘UTF-16BE‘, ‘UTF-16LE‘, ‘UTF-16‘，如果任意输入参数为NULL都将返回NULL |
|
binary |
encode(string src, string charset) |
Encodes the first argument into a BINARY using the provided character set (one of ‘US-ASCII‘, ‘ISO-8859-1‘, ‘UTF-8‘, ‘UTF-16BE‘, ‘UTF-16LE‘, ‘UTF-16‘). If either argument is null, the result will also be null. (As of Hive 0.12.0.). 使用指定的字符集charset将字符串编码成二进制值，支持的字符集有：‘US-ASCII‘, ‘ISO-8859-1‘, ‘UTF-8‘, ‘UTF-16BE‘, ‘UTF-16LE‘, ‘UTF-16‘，如果任一输入参数为NULL都将返回NULL |
|
int |
find_in_set(string str, string strList) |
Returns the first occurance of str in strList where strList is a comma-delimited string. Returns null if either argument is null. Returns 0 if the first argument contains any commas. For example, find_in_set(‘ab‘, ‘abc,b,ab,c,def‘) returns 3.. 返回以逗号分隔的字符串中str出现的位置，如果参数str为逗号或查找失败将返回0，如果任一参数为NULL将返回NULL回 |
|
string |
format_number(number x, int d) |
Formats the number X to a format like ‘#,###,###.##‘, rounded to D decimal places, and returns the result as a string. If D is 0, the result has no decimal point or fractional part. (As of Hive 0.10.0; bug with float types fixed in Hive 0.14.0, decimal type support added in Hive 0.14.0). 将数值X转换成"#,###,###.##"格式字符串，并保留d位小数，如果d为0，将进行四舍五入且不保留小数 |
|
string |
get_json_object(string json_string, string path) |
Extracts json object from a json string based on json path specified, and returns json string of the extracted json object. It will return null if the input json string is invalid. NOTE: The json path can only have the characters [0-9a-z_], i.e., no upper-case or special characters. Also, the keys *cannot start with numbers.* This is due to restrictions on Hive column names.. 从指定路径上的JSON字符串抽取出JSON对象，并返回这个对象的JSON格式，如果输入的JSON是非法的将返回NULL,注意此路径上JSON字符串只能由数字 字母 下划线组成且不能有大写字母和特殊字符，且key不能由数字开头，这是由于Hive对列名的限制 |
|
boolean |
in_file(string str, string filename) |
Returns true if the string str appears as an entire line in filename.. 如果文件名为filename的文件中有一行数据与字符串str匹配成功就返回true |
|
int |
instr(string str, string substr) |
Returns the position of the first occurrence of 查找字符串str中子字符串substr出现的位置，如果查找失败将返回0，如果任一参数为Null将返回null，注意位置为从1开始的 |
|
int |
length(string A) |
Returns the length of the string.. 返回字符串的长度 |
|
int |
locate(string substr, string str[, int pos]) |
Returns the position of the first occurrence of substr in str after position pos.. 查找字符串str中的pos位置后字符串substr第一次出现的位置 |
|
string |
lower(string A) lcase(string A) |
Returns the string resulting from converting all characters of B to lower case. For example, lower(‘fOoBaR‘) results in ‘foobar‘.. 将字符串A的所有字母转换成小写字母 |
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string |
lpad(string str, int len, string pad) |
Returns str, left-padded with pad to a length of len.. 从左边开始对字符串str使用字符串pad填充，最终len长度为止，如果字符串str本身长度比len大的话，将去掉多余的部分 |
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string |
ltrim(string A) |
Returns the string resulting from trimming spaces from the beginning(left hand side) of A. For example, ltrim(‘ foobar ‘) results in ‘foobar ‘.. 去掉字符串A前面的空格 |
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array<struct<string,double>> |
ngrams(array<array<string>>, int N, int K, int pf) |
Returns the top-k N-grams from a set of tokenized sentences, such as those returned by the sentences() UDAF. See Statistic 以上是关于Hive2.0函数大全的主要内容，如果未能解决你的问题，请参考以下文章 |