!
! expr - Logical not.
%
expr1 % expr2 - Returns the remainder after expr1
/expr2
.
Examples:
> SELECT 2 % 1.8;
0.2
> SELECT MOD(2, 1.8);
0.2
&
expr1 & expr2 - Returns the result of bitwise AND of expr1
and expr2
.
Examples:
> SELECT 3 & 5;
1
*
expr1 * expr2 - Returns expr1
*expr2
.
Examples:
> SELECT 2 * 3;
6
+
expr1 + expr2 - Returns expr1
+expr2
.
Examples:
> SELECT 1 + 2;
3
-
expr1 - expr2 - Returns expr1
-expr2
.
Examples:
> SELECT 2 - 1;
1
/
expr1 / expr2 - Returns expr1
/expr2
. It always performs floating point division.
Examples:
> SELECT 3 / 2;
1.5
> SELECT 2L / 2L;
1.0
<
expr1 < expr2 - Returns true if expr1
is less than expr2
.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be ordered. For example, map type is not orderable, so it is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 1 < 2;
true
> SELECT 1.1 < '1';
false
> SELECT to_date('2009-07-30 04:17:52') < to_date('2009-07-30 04:17:52');
false
> SELECT to_date('2009-07-30 04:17:52') < to_date('2009-08-01 04:17:52');
true
> SELECT 1 < NULL;
NULL
<=
expr1 <= expr2 - Returns true if expr1
is less than or equal to expr2
.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be ordered. For example, map type is not orderable, so it is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 <= 2;
true
> SELECT 1.0 <= '1';
true
> SELECT to_date('2009-07-30 04:17:52') <= to_date('2009-07-30 04:17:52');
true
> SELECT to_date('2009-07-30 04:17:52') <= to_date('2009-08-01 04:17:52');
true
> SELECT 1 <= NULL;
NULL
<=>
expr1 <=> expr2 - Returns same result as the EQUAL(=) operator for non-null operands, but returns true if both are null, false if one of the them is null.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be used in equality comparison. Map type is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 <=> 2;
true
> SELECT 1 <=> '1';
true
> SELECT true <=> NULL;
false
> SELECT NULL <=> NULL;
true
=
expr1 = expr2 - Returns true if expr1
equals expr2
, or false otherwise.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be used in equality comparison. Map type is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 = 2;
true
> SELECT 1 = '1';
true
> SELECT true = NULL;
NULL
> SELECT NULL = NULL;
NULL
==
expr1 == expr2 - Returns true if expr1
equals expr2
, or false otherwise.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be used in equality comparison. Map type is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 == 2;
true
> SELECT 1 == '1';
true
> SELECT true == NULL;
NULL
> SELECT NULL == NULL;
NULL
>
expr1 > expr2 - Returns true if expr1
is greater than expr2
.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be ordered. For example, map type is not orderable, so it is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 > 1;
true
> SELECT 2 > '1.1';
true
> SELECT to_date('2009-07-30 04:17:52') > to_date('2009-07-30 04:17:52');
false
> SELECT to_date('2009-07-30 04:17:52') > to_date('2009-08-01 04:17:52');
false
> SELECT 1 > NULL;
NULL
>=
expr1 >= expr2 - Returns true if expr1
is greater than or equal to expr2
.
Arguments:
- expr1, expr2 - the two expressions must be same type or can be casted to a common type, and must be a type that can be ordered. For example, map type is not orderable, so it is not supported. For complex types such array/struct, the data types of fields must be orderable.
Examples:
> SELECT 2 >= 1;
true
> SELECT 2.0 >= '2.1';
false
> SELECT to_date('2009-07-30 04:17:52') >= to_date('2009-07-30 04:17:52');
true
> SELECT to_date('2009-07-30 04:17:52') >= to_date('2009-08-01 04:17:52');
false
> SELECT 1 >= NULL;
NULL
^
expr1 ^ expr2 - Returns the result of bitwise exclusive OR of expr1
and expr2
.
Examples:
> SELECT 3 ^ 5;
2
abs
abs(expr) - Returns the absolute value of the numeric value.
Examples:
> SELECT abs(-1);
1
acos
acos(expr) - Returns the inverse cosine (a.k.a. arc cosine) of expr
, as if computed by
java.lang.Math.acos
.
Examples:
> SELECT acos(1);
0.0
> SELECT acos(2);
NaN
add_months
add_months(start_date, num_months) - Returns the date that is num_months
after start_date
.
Examples:
> SELECT add_months('2016-08-31', 1);
2016-09-30
Since: 1.5.0
and
expr1 and expr2 - Logical AND.
approx_count_distinct
approx_count_distinct(expr[, relativeSD]) - Returns the estimated cardinality by HyperLogLog++.
relativeSD
defines the maximum estimation error allowed.
approx_percentile
approx_percentile(col, percentage [, accuracy]) - Returns the approximate percentile value of numeric
column col
at the given percentage. The value of percentage must be between 0.0
and 1.0. The accuracy
parameter (default: 10000) is a positive numeric literal which
controls approximation accuracy at the cost of memory. Higher value of accuracy
yields
better accuracy, 1.0/accuracy
is the relative error of the approximation.
When percentage
is an array, each value of the percentage array must be between 0.0 and 1.0.
In this case, returns the approximate percentile array of column col
at the given
percentage array.
Examples:
> SELECT approx_percentile(10.0, array(0.5, 0.4, 0.1), 100);
[10.0,10.0,10.0]
> SELECT approx_percentile(10.0, 0.5, 100);
10.0
array
array(expr, ...) - Returns an array with the given elements.
Examples:
> SELECT array(1, 2, 3);
[1,2,3]
array_contains
array_contains(array, value) - Returns true if the array contains the value.
Examples:
> SELECT array_contains(array(1, 2, 3), 2);
true
ascii
ascii(str) - Returns the numeric value of the first character of str
.
Examples:
> SELECT ascii('222');
50
> SELECT ascii(2);
50
asin
asin(expr) - Returns the inverse sine (a.k.a. arc sine) the arc sin of expr
,
as if computed by java.lang.Math.asin
.
Examples:
> SELECT asin(0);
0.0
> SELECT asin(2);
NaN
assert_true
assert_true(expr) - Throws an exception if expr
is not true.
Examples:
> SELECT assert_true(0 < 1);
NULL
atan
atan(expr) - Returns the inverse tangent (a.k.a. arc tangent) of expr
, as if computed by
java.lang.Math.atan
Examples:
> SELECT atan(0);
0.0
atan2
atan2(exprY, exprX) - Returns the angle in radians between the positive x-axis of a plane
and the point given by the coordinates (exprX
, exprY
), as if computed by
java.lang.Math.atan2
.
Arguments:
- exprY - coordinate on y-axis
- exprX - coordinate on x-axis
Examples:
> SELECT atan2(0, 0);
0.0
avg
avg(expr) - Returns the mean calculated from values of a group.
base64
base64(bin) - Converts the argument from a binary bin
to a base 64 string.
Examples:
> SELECT base64('Spark SQL');
U3BhcmsgU1FM
bigint
bigint(expr) - Casts the value expr
to the target data type bigint
.
bin
bin(expr) - Returns the string representation of the long value expr
represented in binary.
Examples:
> SELECT bin(13);
1101
> SELECT bin(-13);
1111111111111111111111111111111111111111111111111111111111110011
> SELECT bin(13.3);
1101
binary
binary(expr) - Casts the value expr
to the target data type binary
.
bit_length
bit_length(expr) - Returns the bit length of string data or number of bits of binary data.
Examples:
> SELECT bit_length('Spark SQL');
72
boolean
boolean(expr) - Casts the value expr
to the target data type boolean
.
bround
bround(expr, d) - Returns expr
rounded to d
decimal places using HALF_EVEN rounding mode.
Examples:
> SELECT bround(2.5, 0);
2.0
cast
cast(expr AS type) - Casts the value expr
to the target data type type
.
Examples:
> SELECT cast('10' as int);
10
cbrt
cbrt(expr) - Returns the cube root of expr
.
Examples:
> SELECT cbrt(27.0);
3.0
ceil
ceil(expr) - Returns the smallest integer not smaller than expr
.
Examples:
> SELECT ceil(-0.1);
0
> SELECT ceil(5);
5
ceiling
ceiling(expr) - Returns the smallest integer not smaller than expr
.
Examples:
> SELECT ceiling(-0.1);
0
> SELECT ceiling(5);
5
char
char(expr) - Returns the ASCII character having the binary equivalent to expr
. If n is larger than 256 the result is equivalent to chr(n % 256)
Examples:
> SELECT char(65);
A
char_length
char_length(expr) - Returns the character length of string data or number of bytes of binary data. The length of string data includes the trailing spaces. The length of binary data includes binary zeros.
Examples:
> SELECT char_length('Spark SQL ');
10
> SELECT CHAR_LENGTH('Spark SQL ');
10
> SELECT CHARACTER_LENGTH('Spark SQL ');
10
character_length
character_length(expr) - Returns the character length of string data or number of bytes of binary data. The length of string data includes the trailing spaces. The length of binary data includes binary zeros.
Examples:
> SELECT character_length('Spark SQL ');
10
> SELECT CHAR_LENGTH('Spark SQL ');
10
> SELECT CHARACTER_LENGTH('Spark SQL ');
10
chr
chr(expr) - Returns the ASCII character having the binary equivalent to expr
. If n is larger than 256 the result is equivalent to chr(n % 256)
Examples:
> SELECT chr(65);
A
coalesce
coalesce(expr1, expr2, ...) - Returns the first non-null argument if exists. Otherwise, null.
Examples:
> SELECT coalesce(NULL, 1, NULL);
1
collect_list
collect_list(expr) - Collects and returns a list of non-unique elements.
collect_set
collect_set(expr) - Collects and returns a set of unique elements.
concat
concat(str1, str2, ..., strN) - Returns the concatenation of str1, str2, ..., strN.
Examples:
> SELECT concat('Spark', 'SQL');
SparkSQL
concat_ws
concat_ws(sep, [str | array(str)]+) - Returns the concatenation of the strings separated by sep
.
Examples:
> SELECT concat_ws(' ', 'Spark', 'SQL');
Spark SQL
conv
conv(num, from_base, to_base) - Convert num
from from_base
to to_base
.
Examples:
> SELECT conv('100', 2, 10);
4
> SELECT conv(-10, 16, -10);
-16
corr
corr(expr1, expr2) - Returns Pearson coefficient of correlation between a set of number pairs.
cos
cos(expr) - Returns the cosine of expr
, as if computed by
java.lang.Math.cos
.
Arguments:
- expr - angle in radians
Examples:
> SELECT cos(0);
1.0
cosh
cosh(expr) - Returns the hyperbolic cosine of expr
, as if computed by
java.lang.Math.cosh
.
Arguments:
- expr - hyperbolic angle
Examples:
> SELECT cosh(0);
1.0
cot
cot(expr) - Returns the cotangent of expr
, as if computed by 1/java.lang.Math.cot
.
Arguments:
- expr - angle in radians
Examples:
> SELECT cot(1);
0.6420926159343306
count
count(*) - Returns the total number of retrieved rows, including rows containing null.
count(expr) - Returns the number of rows for which the supplied expression is non-null.
count(DISTINCT expr[, expr...]) - Returns the number of rows for which the supplied expression(s) are unique and non-null.
count_min_sketch
count_min_sketch(col, eps, confidence, seed) - Returns a count-min sketch of a column with the given esp,
confidence and seed. The result is an array of bytes, which can be deserialized to a
CountMinSketch
before usage. Count-min sketch is a probabilistic data structure used for
cardinality estimation using sub-linear space.
covar_pop
covar_pop(expr1, expr2) - Returns the population covariance of a set of number pairs.
covar_samp
covar_samp(expr1, expr2) - Returns the sample covariance of a set of number pairs.
crc32
crc32(expr) - Returns a cyclic redundancy check value of the expr
as a bigint.
Examples:
> SELECT crc32('Spark');
1557323817
cube
cume_dist
cume_dist() - Computes the position of a value relative to all values in the partition.
current_database
current_database() - Returns the current database.
Examples:
> SELECT current_database();
default
current_date
current_date() - Returns the current date at the start of query evaluation.
Since: 1.5.0
current_timestamp
current_timestamp() - Returns the current timestamp at the start of query evaluation.
Since: 1.5.0
date
date(expr) - Casts the value expr
to the target data type date
.
date_add
date_add(start_date, num_days) - Returns the date that is num_days
after start_date
.
Examples:
> SELECT date_add('2016-07-30', 1);
2016-07-31
Since: 1.5.0
date_format
date_format(timestamp, fmt) - Converts timestamp
to a value of string in the format specified by the date format fmt
.
Examples:
> SELECT date_format('2016-04-08', 'y');
2016
Since: 1.5.0
date_sub
date_sub(start_date, num_days) - Returns the date that is num_days
before start_date
.
Examples:
> SELECT date_sub('2016-07-30', 1);
2016-07-29
Since: 1.5.0
date_trunc
date_trunc(fmt, ts) - Returns timestamp ts
truncated to the unit specified by the format model fmt
.
fmt
should be one of ["YEAR", "YYYY", "YY", "MON", "MONTH", "MM", "DAY", "DD", "HOUR", "MINUTE", "SECOND", "WEEK", "QUARTER"]
Examples:
> SELECT date_trunc('2015-03-05T09:32:05.359', 'YEAR');
2015-01-01T00:00:00
> SELECT date_trunc('2015-03-05T09:32:05.359', 'MM');
2015-03-01T00:00:00
> SELECT date_trunc('2015-03-05T09:32:05.359', 'DD');
2015-03-05T00:00:00
> SELECT date_trunc('2015-03-05T09:32:05.359', 'HOUR');
2015-03-05T09:00:00
Since: 2.3.0
datediff
datediff(endDate, startDate) - Returns the number of days from startDate
to endDate
.
Examples:
> SELECT datediff('2009-07-31', '2009-07-30');
1
> SELECT datediff('2009-07-30', '2009-07-31');
-1
Since: 1.5.0
day
day(date) - Returns the day of month of the date/timestamp.
Examples:
> SELECT day('2009-07-30');
30
Since: 1.5.0
dayofmonth
dayofmonth(date) - Returns the day of month of the date/timestamp.
Examples:
> SELECT dayofmonth('2009-07-30');
30
Since: 1.5.0
dayofweek
dayofweek(date) - Returns the day of the week for date/timestamp (1 = Sunday, 2 = Monday, ..., 7 = Saturday).
Examples:
> SELECT dayofweek('2009-07-30');
5
Since: 2.3.0
dayofyear
dayofyear(date) - Returns the day of year of the date/timestamp.
Examples:
> SELECT dayofyear('2016-04-09');
100
Since: 1.5.0
decimal
decimal(expr) - Casts the value expr
to the target data type decimal
.
decode
decode(bin, charset) - Decodes the first argument using the second argument character set.
Examples:
> SELECT decode(encode('abc', 'utf-8'), 'utf-8');
abc
degrees
degrees(expr) - Converts radians to degrees.
Arguments:
- expr - angle in radians
Examples:
> SELECT degrees(3.141592653589793);
180.0
dense_rank
dense_rank() - Computes the rank of a value in a group of values. The result is one plus the previously assigned rank value. Unlike the function rank, dense_rank will not produce gaps in the ranking sequence.
double
double(expr) - Casts the value expr
to the target data type double
.
e
e() - Returns Euler's number, e.
Examples:
> SELECT e();
2.718281828459045
elt
elt(n, input1, input2, ...) - Returns the n
-th input, e.g., returns input2
when n
is 2.
Examples:
> SELECT elt(1, 'scala', 'java');
scala
encode
encode(str, charset) - Encodes the first argument using the second argument character set.
Examples:
> SELECT encode('abc', 'utf-8');
abc
exp
exp(expr) - Returns e to the power of expr
.
Examples:
> SELECT exp(0);
1.0
explode
explode(expr) - Separates the elements of array expr
into multiple rows, or the elements of map expr
into multiple rows and columns.
Examples:
> SELECT explode(array(10, 20));
10
20
explode_outer
explode_outer(expr) - Separates the elements of array expr
into multiple rows, or the elements of map expr
into multiple rows and columns.
Examples:
> SELECT explode_outer(array(10, 20));
10
20
expm1
expm1(expr) - Returns exp(expr
) - 1.
Examples:
> SELECT expm1(0);
0.0
factorial
factorial(expr) - Returns the factorial of expr
. expr
is [0..20]. Otherwise, null.
Examples:
> SELECT factorial(5);
120
find_in_set
find_in_set(str, str_array) - Returns the index (1-based) of the given string (str
) in the comma-delimited list (str_array
).
Returns 0, if the string was not found or if the given string (str
) contains a comma.
Examples:
> SELECT find_in_set('ab','abc,b,ab,c,def');
3
first
first(expr[, isIgnoreNull]) - Returns the first value of expr
for a group of rows.
If isIgnoreNull
is true, returns only non-null values.
first_value
first_value(expr[, isIgnoreNull]) - Returns the first value of expr
for a group of rows.
If isIgnoreNull
is true, returns only non-null values.
float
float(expr) - Casts the value expr
to the target data type float
.
floor
floor(expr) - Returns the largest integer not greater than expr
.
Examples:
> SELECT floor(-0.1);
-1
> SELECT floor(5);
5
format_number
format_number(expr1, expr2) - Formats the number expr1
like '#,###,###.##', rounded to expr2
decimal places. If expr2
is 0, the result has no decimal point or fractional part.
This is supposed to function like MySQL's FORMAT.
Examples:
> SELECT format_number(12332.123456, 4);
12,332.1235
format_string
format_string(strfmt, obj, ...) - Returns a formatted string from printf-style format strings.
Examples:
> SELECT format_string("Hello World %d %s", 100, "days");
Hello World 100 days
from_json
from_json(jsonStr, schema[, options]) - Returns a struct value with the given jsonStr
and schema
.
Examples:
> SELECT from_json('{"a":1, "b":0.8}', 'a INT, b DOUBLE');
{"a":1, "b":0.8}
> SELECT from_json('{"time":"26/08/2015"}', 'time Timestamp', map('timestampFormat', 'dd/MM/yyyy'));
{"time":"2015-08-26 00:00:00.0"}
Since: 2.2.0
from_unixtime
from_unixtime(unix_time, format) - Returns unix_time
in the specified format
.
Examples:
> SELECT from_unixtime(0, 'yyyy-MM-dd HH:mm:ss');
1970-01-01 00:00:00
Since: 1.5.0
from_utc_timestamp
from_utc_timestamp(timestamp, timezone) - Given a timestamp like '2017-07-14 02:40:00.0', interprets it as a time in UTC, and renders that time as a timestamp in the given time zone. For example, 'GMT+1' would yield '2017-07-14 03:40:00.0'.
Examples:
> SELECT from_utc_timestamp('2016-08-31', 'Asia/Seoul');
2016-08-31 09:00:00
Since: 1.5.0
get_json_object
get_json_object(json_txt, path) - Extracts a json object from path
.
Examples:
> SELECT get_json_object('{"a":"b"}', '$.a');
b
greatest
greatest(expr, ...) - Returns the greatest value of all parameters, skipping null values.
Examples:
> SELECT greatest(10, 9, 2, 4, 3);
10
grouping
grouping_id
hash
hash(expr1, expr2, ...) - Returns a hash value of the arguments.
Examples:
> SELECT hash('Spark', array(123), 2);
-1321691492
hex
hex(expr) - Converts expr
to hexadecimal.
Examples:
> SELECT hex(17);
11
> SELECT hex('Spark SQL');
537061726B2053514C
hour
hour(timestamp) - Returns the hour component of the string/timestamp.
Examples:
> SELECT hour('2009-07-30 12:58:59');
12
Since: 1.5.0
hypot
hypot(expr1, expr2) - Returns sqrt(expr1
2 + expr2
2).
Examples:
> SELECT hypot(3, 4);
5.0
if
if(expr1, expr2, expr3) - If expr1
evaluates to true, then returns expr2
; otherwise returns expr3
.
Examples:
> SELECT if(1 < 2, 'a', 'b');
a
ifnull
ifnull(expr1, expr2) - Returns expr2
if expr1
is null, or expr1
otherwise.
Examples:
> SELECT ifnull(NULL, array('2'));
["2"]
in
expr1 in(expr2, expr3, ...) - Returns true if expr
equals to any valN.
Arguments:
- expr1, expr2, expr3, ... - the arguments must be same type.
Examples:
> SELECT 1 in(1, 2, 3);
true
> SELECT 1 in(2, 3, 4);
false
> SELECT named_struct('a', 1, 'b', 2) in(named_struct('a', 1, 'b', 1), named_struct('a', 1, 'b', 3));
false
> SELECT named_struct('a', 1, 'b', 2) in(named_struct('a', 1, 'b', 2), named_struct('a', 1, 'b', 3));
true
initcap
initcap(str) - Returns str
with the first letter of each word in uppercase.
All other letters are in lowercase. Words are delimited by white space.
Examples:
> SELECT initcap('sPark sql');
Spark Sql
inline
inline(expr) - Explodes an array of structs into a table.
Examples:
> SELECT inline(array(struct(1, 'a'), struct(2, 'b')));
1 a
2 b
inline_outer
inline_outer(expr) - Explodes an array of structs into a table.
Examples:
> SELECT inline_outer(array(struct(1, 'a'), struct(2, 'b')));
1 a
2 b
input_file_block_length
input_file_block_length() - Returns the length of the block being read, or -1 if not available.
input_file_block_start
input_file_block_start() - Returns the start offset of the block being read, or -1 if not available.
input_file_name
input_file_name() - Returns the name of the file being read, or empty string if not available.
instr
instr(str, substr) - Returns the (1-based) index of the first occurrence of substr
in str
.
Examples:
> SELECT instr('SparkSQL', 'SQL');
6
int
int(expr) - Casts the value expr
to the target data type int
.
isnan
isnan(expr) - Returns true if expr
is NaN, or false otherwise.
Examples:
> SELECT isnan(cast('NaN' as double));
true
isnotnull
isnotnull(expr) - Returns true if expr
is not null, or false otherwise.
Examples:
> SELECT isnotnull(1);
true
isnull
isnull(expr) - Returns true if expr
is null, or false otherwise.
Examples:
> SELECT isnull(1);
false
java_method
java_method(class, method[, arg1[, arg2 ..]]) - Calls a method with reflection.
Examples:
> SELECT java_method('java.util.UUID', 'randomUUID');
c33fb387-8500-4bfa-81d2-6e0e3e930df2
> SELECT java_method('java.util.UUID', 'fromString', 'a5cf6c42-0c85-418f-af6c-3e4e5b1328f2');
a5cf6c42-0c85-418f-af6c-3e4e5b1328f2
json_tuple
json_tuple(jsonStr, p1, p2, ..., pn) - Returns a tuple like the function get_json_object, but it takes multiple names. All the input parameters and output column types are string.
Examples:
> SELECT json_tuple('{"a":1, "b":2}', 'a', 'b');
1 2
kurtosis
kurtosis(expr) - Returns the kurtosis value calculated from values of a group.
lag
lag(input[, offset[, default]]) - Returns the value of input
at the offset
th row
before the current row in the window. The default value of offset
is 1 and the default
value of default
is null. If the value of input
at the offset
th row is null,
null is returned. If there is no such offset row (e.g., when the offset is 1, the first
row of the window does not have any previous row), default
is returned.
last
last(expr[, isIgnoreNull]) - Returns the last value of expr
for a group of rows.
If isIgnoreNull
is true, returns only non-null values.
last_day
last_day(date) - Returns the last day of the month which the date belongs to.
Examples:
> SELECT last_day('2009-01-12');
2009-01-31
Since: 1.5.0
last_value
last_value(expr[, isIgnoreNull]) - Returns the last value of expr
for a group of rows.
If isIgnoreNull
is true, returns only non-null values.
lcase
lcase(str) - Returns str
with all characters changed to lowercase.
Examples:
> SELECT lcase('SparkSql');
sparksql
lead
lead(input[, offset[, default]]) - Returns the value of input
at the offset
th row
after the current row in the window. The default value of offset
is 1 and the default
value of default
is null. If the value of input
at the offset
th row is null,
null is returned. If there is no such an offset row (e.g., when the offset is 1, the last
row of the window does not have any subsequent row), default
is returned.
least
least(expr, ...) - Returns the least value of all parameters, skipping null values.
Examples:
> SELECT least(10, 9, 2, 4, 3);
2
left
left(str, len) - Returns the leftmost len
(len
can be string type) characters from the string str
,if len
is less or equal than 0 the result is an empty string.
Examples:
> SELECT left('Spark SQL', 3);
Spa
length
length(expr) - Returns the character length of string data or number of bytes of binary data. The length of string data includes the trailing spaces. The length of binary data includes binary zeros.
Examples:
> SELECT length('Spark SQL ');
10
> SELECT CHAR_LENGTH('Spark SQL ');
10
> SELECT CHARACTER_LENGTH('Spark SQL ');
10
levenshtein
levenshtein(str1, str2) - Returns the Levenshtein distance between the two given strings.
Examples:
> SELECT levenshtein('kitten', 'sitting');
3
like
str like pattern - Returns true if str matches pattern, null if any arguments are null, false otherwise.
Arguments:
- str - a string expression
-
pattern - a string expression. The pattern is a string which is matched literally, with exception to the following special symbols:
_ matches any one character in the input (similar to . in posix regular expressions)
% matches zero or more characters in the input (similar to .* in posix regular expressions)
The escape character is '\'. If an escape character precedes a special symbol or another escape character, the following character is matched literally. It is invalid to escape any other character.
Since Spark 2.0, string literals are unescaped in our SQL parser. For example, in order to match "\abc", the pattern should be "\abc".
When SQL config 'spark.sql.parser.escapedStringLiterals' is enabled, it fallbacks to Spark 1.6 behavior regarding string literal parsing. For example, if the config is enabled, the pattern to match "\abc" should be "\abc".
Examples:
> SELECT '%SystemDrive%\Users\John' like '\%SystemDrive\%\\Users%'
true
Note:
Use RLIKE to match with standard regular expressions.
ln
ln(expr) - Returns the natural logarithm (base e) of expr
.
Examples:
> SELECT ln(1);
0.0
locate
locate(substr, str[, pos]) - Returns the position of the first occurrence of substr
in str
after position pos
.
The given pos
and return value are 1-based.
Examples:
> SELECT locate('bar', 'foobarbar');
4
> SELECT locate('bar', 'foobarbar', 5);
7
> SELECT POSITION('bar' IN 'foobarbar');
4
log
log(base, expr) - Returns the logarithm of expr
with base
.
Examples:
> SELECT log(10, 100);
2.0
log10
log10(expr) - Returns the logarithm of expr
with base 10.
Examples:
> SELECT log10(10);
1.0
log1p
log1p(expr) - Returns log(1 + expr
).
Examples:
> SELECT log1p(0);
0.0
log2
log2(expr) - Returns the logarithm of expr
with base 2.
Examples:
> SELECT log2(2);
1.0
lower
lower(str) - Returns str
with all characters changed to lowercase.
Examples:
> SELECT lower('SparkSql');
sparksql
lpad
lpad(str, len, pad) - Returns str
, left-padded with pad
to a length of len
.
If str
is longer than len
, the return value is shortened to len
characters.
Examples:
> SELECT lpad('hi', 5, '??');
???hi
> SELECT lpad('hi', 1, '??');
h
ltrim
ltrim(str) - Removes the leading space characters from str
.
ltrim(trimStr, str) - Removes the leading string contains the characters from the trim string
Arguments:
- str - a string expression
- trimStr - the trim string characters to trim, the default value is a single space
Examples:
> SELECT ltrim(' SparkSQL ');
SparkSQL
> SELECT ltrim('Sp', 'SSparkSQLS');
arkSQLS
map
map(key0, value0, key1, value1, ...) - Creates a map with the given key/value pairs.
Examples:
> SELECT map(1.0, '2', 3.0, '4');
{1.0:"2",3.0:"4"}
map_keys
map_keys(map) - Returns an unordered array containing the keys of the map.
Examples:
> SELECT map_keys(map(1, 'a', 2, 'b'));
[1,2]
map_values
map_values(map) - Returns an unordered array containing the values of the map.
Examples:
> SELECT map_values(map(1, 'a', 2, 'b'));
["a","b"]
max
max(expr) - Returns the maximum value of expr
.
md5
md5(expr) - Returns an MD5 128-bit checksum as a hex string of expr
.
Examples:
> SELECT md5('Spark');
8cde774d6f7333752ed72cacddb05126
mean
mean(expr) - Returns the mean calculated from values of a group.
min
min(expr) - Returns the minimum value of expr
.
minute
minute(timestamp) - Returns the minute component of the string/timestamp.
Examples:
> SELECT minute('2009-07-30 12:58:59');
58
Since: 1.5.0
mod
expr1 mod expr2 - Returns the remainder after expr1
/expr2
.
Examples:
> SELECT 2 mod 1.8;
0.2
> SELECT MOD(2, 1.8);
0.2
monotonically_increasing_id
monotonically_increasing_id() - Returns monotonically increasing 64-bit integers. The generated ID is guaranteed to be monotonically increasing and unique, but not consecutive. The current implementation puts the partition ID in the upper 31 bits, and the lower 33 bits represent the record number within each partition. The assumption is that the data frame has less than 1 billion partitions, and each partition has less than 8 billion records.
month
month(date) - Returns the month component of the date/timestamp.
Examples:
> SELECT month('2016-07-30');
7
Since: 1.5.0
months_between
months_between(timestamp1, timestamp2) - Returns number of months between timestamp1
and timestamp2
.
Examples:
> SELECT months_between('1997-02-28 10:30:00', '1996-10-30');
3.94959677
Since: 1.5.0
named_struct
named_struct(name1, val1, name2, val2, ...) - Creates a struct with the given field names and values.
Examples:
> SELECT named_struct("a", 1, "b", 2, "c", 3);
{"a":1,"b":2,"c":3}
nanvl
nanvl(expr1, expr2) - Returns expr1
if it's not NaN, or expr2
otherwise.
Examples:
> SELECT nanvl(cast('NaN' as double), 123);
123.0
negative
negative(expr) - Returns the negated value of expr
.
Examples:
> SELECT negative(1);
-1
next_day
next_day(start_date, day_of_week) - Returns the first date which is later than start_date
and named as indicated.
Examples:
> SELECT next_day('2015-01-14', 'TU');
2015-01-20
Since: 1.5.0
not
not expr - Logical not.
now
now() - Returns the current timestamp at the start of query evaluation.
Since: 1.5.0
ntile
ntile(n) - Divides the rows for each window partition into n
buckets ranging
from 1 to at most n
.
nullif
nullif(expr1, expr2) - Returns null if expr1
equals to expr2
, or expr1
otherwise.
Examples:
> SELECT nullif(2, 2);
NULL
nvl
nvl(expr1, expr2) - Returns expr2
if expr1
is null, or expr1
otherwise.
Examples:
> SELECT nvl(NULL, array('2'));
["2"]
nvl2
nvl2(expr1, expr2, expr3) - Returns expr2
if expr1
is not null, or expr3
otherwise.
Examples:
> SELECT nvl2(NULL, 2, 1);
1
octet_length
octet_length(expr) - Returns the byte length of string data or number of bytes of binary data.
Examples:
> SELECT octet_length('Spark SQL');
9
or
expr1 or expr2 - Logical OR.
parse_url
parse_url(url, partToExtract[, key]) - Extracts a part from a URL.
Examples:
> SELECT parse_url('http://spark.apache.org/path?query=1', 'HOST')
spark.apache.org
> SELECT parse_url('http://spark.apache.org/path?query=1', 'QUERY')
query=1
> SELECT parse_url('http://spark.apache.org/path?query=1', 'QUERY', 'query')
1
percent_rank
percent_rank() - Computes the percentage ranking of a value in a group of values.
percentile
percentile(col, percentage [, frequency]) - Returns the exact percentile value of numeric column
col
at the given percentage. The value of percentage must be between 0.0 and 1.0. The
value of frequency should be positive integral
percentile(col, array(percentage1 [, percentage2]...) [, frequency]) - Returns the exact
percentile value array of numeric column col
at the given percentage(s). Each value
of the percentage array must be between 0.0 and 1.0. The value of frequency should be
positive integral
percentile_approx
percentile_approx(col, percentage [, accuracy]) - Returns the approximate percentile value of numeric
column col
at the given percentage. The value of percentage must be between 0.0
and 1.0. The accuracy
parameter (default: 10000) is a positive numeric literal which
controls approximation accuracy at the cost of memory. Higher value of accuracy
yields
better accuracy, 1.0/accuracy
is the relative error of the approximation.
When percentage
is an array, each value of the percentage array must be between 0.0 and 1.0.
In this case, returns the approximate percentile array of column col
at the given
percentage array.
Examples:
> SELECT percentile_approx(10.0, array(0.5, 0.4, 0.1), 100);
[10.0,10.0,10.0]
> SELECT percentile_approx(10.0, 0.5, 100);
10.0
pi
pi() - Returns pi.
Examples:
> SELECT pi();
3.141592653589793
pmod
pmod(expr1, expr2) - Returns the positive value of expr1
mod expr2
.
Examples:
> SELECT pmod(10, 3);
1
> SELECT pmod(-10, 3);
2
posexplode
posexplode(expr) - Separates the elements of array expr
into multiple rows with positions, or the elements of map expr
into multiple rows and columns with positions.
Examples:
> SELECT posexplode(array(10,20));
0 10
1 20
posexplode_outer
posexplode_outer(expr) - Separates the elements of array expr
into multiple rows with positions, or the elements of map expr
into multiple rows and columns with positions.
Examples:
> SELECT posexplode_outer(array(10,20));
0 10
1 20
position
position(substr, str[, pos]) - Returns the position of the first occurrence of substr
in str
after position pos
.
The given pos
and return value are 1-based.
Examples:
> SELECT position('bar', 'foobarbar');
4
> SELECT position('bar', 'foobarbar', 5);
7
> SELECT POSITION('bar' IN 'foobarbar');
4
positive
positive(expr) - Returns the value of expr
.
pow
pow(expr1, expr2) - Raises expr1
to the power of expr2
.
Examples:
> SELECT pow(2, 3);
8.0
power
power(expr1, expr2) - Raises expr1
to the power of expr2
.
Examples:
> SELECT power(2, 3);
8.0
printf
printf(strfmt, obj, ...) - Returns a formatted string from printf-style format strings.
Examples:
> SELECT printf("Hello World %d %s", 100, "days");
Hello World 100 days
quarter
quarter(date) - Returns the quarter of the year for date, in the range 1 to 4.
Examples:
> SELECT quarter('2016-08-31');
3
Since: 1.5.0
radians
radians(expr) - Converts degrees to radians.
Arguments:
- expr - angle in degrees
Examples:
> SELECT radians(180);
3.141592653589793
rand
rand([seed]) - Returns a random value with independent and identically distributed (i.i.d.) uniformly distributed values in [0, 1).
Examples:
> SELECT rand();
0.9629742951434543
> SELECT rand(0);
0.8446490682263027
> SELECT rand(null);
0.8446490682263027
randn
randn([seed]) - Returns a random value with independent and identically distributed (i.i.d.) values drawn from the standard normal distribution.
Examples:
> SELECT randn();
-0.3254147983080288
> SELECT randn(0);
1.1164209726833079
> SELECT randn(null);
1.1164209726833079
rank
rank() - Computes the rank of a value in a group of values. The result is one plus the number of rows preceding or equal to the current row in the ordering of the partition. The values will produce gaps in the sequence.
reflect
reflect(class, method[, arg1[, arg2 ..]]) - Calls a method with reflection.
Examples:
> SELECT reflect('java.util.UUID', 'randomUUID');
c33fb387-8500-4bfa-81d2-6e0e3e930df2
> SELECT reflect('java.util.UUID', 'fromString', 'a5cf6c42-0c85-418f-af6c-3e4e5b1328f2');
a5cf6c42-0c85-418f-af6c-3e4e5b1328f2
regexp_extract
regexp_extract(str, regexp[, idx]) - Extracts a group that matches regexp
.
Examples:
> SELECT regexp_extract('100-200', '(\d+)-(\d+)', 1);
100
regexp_replace
regexp_replace(str, regexp, rep) - Replaces all substrings of str
that match regexp
with rep
.
Examples:
> SELECT regexp_replace('100-200', '(\d+)', 'num');
num-num
repeat
repeat(str, n) - Returns the string which repeats the given string value n times.
Examples:
> SELECT repeat('123', 2);
123123
replace
replace(str, search[, replace]) - Replaces all occurrences of search
with replace
.
Arguments:
- str - a string expression
- search - a string expression. If
search
is not found instr
,str
is returned unchanged. - replace - a string expression. If
replace
is not specified or is an empty string, nothing replaces the string that is removed fromstr
.
Examples:
> SELECT replace('ABCabc', 'abc', 'DEF');
ABCDEF
reverse
reverse(str) - Returns the reversed given string.
Examples:
> SELECT reverse('Spark SQL');
LQS krapS
right
right(str, len) - Returns the rightmost len
(len
can be string type) characters from the string str
,if len
is less or equal than 0 the result is an empty string.
Examples:
> SELECT right('Spark SQL', 3);
SQL
rint
rint(expr) - Returns the double value that is closest in value to the argument and is equal to a mathematical integer.
Examples:
> SELECT rint(12.3456);
12.0
rlike
str rlike regexp - Returns true if str
matches regexp
, or false otherwise.
Arguments:
- str - a string expression
-
regexp - a string expression. The pattern string should be a Java regular expression.
Since Spark 2.0, string literals (including regex patterns) are unescaped in our SQL parser. For example, to match "\abc", a regular expression for
regexp
can be "^\abc$".There is a SQL config 'spark.sql.parser.escapedStringLiterals' that can be used to fallback to the Spark 1.6 behavior regarding string literal parsing. For example, if the config is enabled, the
regexp
that can match "\abc" is "^\abc$".
Examples:
When spark.sql.parser.escapedStringLiterals is disabled (default).
> SELECT '%SystemDrive%\Users\John' rlike '%SystemDrive%\\Users.*'
true
When spark.sql.parser.escapedStringLiterals is enabled.
> SELECT '%SystemDrive%\Users\John' rlike '%SystemDrive%\Users.*'
true
Note:
Use LIKE to match with simple string pattern.
rollup
round
round(expr, d) - Returns expr
rounded to d
decimal places using HALF_UP rounding mode.
Examples:
> SELECT round(2.5, 0);
3.0
row_number
row_number() - Assigns a unique, sequential number to each row, starting with one, according to the ordering of rows within the window partition.
rpad
rpad(str, len, pad) - Returns str
, right-padded with pad
to a length of len
.
If str
is longer than len
, the return value is shortened to len
characters.
Examples:
> SELECT rpad('hi', 5, '??');
hi???
> SELECT rpad('hi', 1, '??');
h
rtrim
rtrim(str) - Removes the trailing space characters from str
.
rtrim(trimStr, str) - Removes the trailing string which contains the characters from the trim string from the str
Arguments:
- str - a string expression
- trimStr - the trim string characters to trim, the default value is a single space
Examples:
> SELECT rtrim(' SparkSQL ');
SparkSQL
> SELECT rtrim('LQSa', 'SSparkSQLS');
SSpark
second
second(timestamp) - Returns the second component of the string/timestamp.
Examples:
> SELECT second('2009-07-30 12:58:59');
59
Since: 1.5.0
sentences
sentences(str[, lang, country]) - Splits str
into an array of array of words.
Examples:
> SELECT sentences('Hi there! Good morning.');
[["Hi","there"],["Good","morning"]]
sha
sha(expr) - Returns a sha1 hash value as a hex string of the expr
.
Examples:
> SELECT sha('Spark');
85f5955f4b27a9a4c2aab6ffe5d7189fc298b92c
sha1
sha1(expr) - Returns a sha1 hash value as a hex string of the expr
.
Examples:
> SELECT sha1('Spark');
85f5955f4b27a9a4c2aab6ffe5d7189fc298b92c
sha2
sha2(expr, bitLength) - Returns a checksum of SHA-2 family as a hex string of expr
.
SHA-224, SHA-256, SHA-384, and SHA-512 are supported. Bit length of 0 is equivalent to 256.
Examples:
> SELECT sha2('Spark', 256);
529bc3b07127ecb7e53a4dcf1991d9152c24537d919178022b2c42657f79a26b
shiftleft
shiftleft(base, expr) - Bitwise left shift.
Examples:
> SELECT shiftleft(2, 1);
4
shiftright
shiftright(base, expr) - Bitwise (signed) right shift.
Examples:
> SELECT shiftright(4, 1);
2
shiftrightunsigned
shiftrightunsigned(base, expr) - Bitwise unsigned right shift.
Examples:
> SELECT shiftrightunsigned(4, 1);
2
sign
sign(expr) - Returns -1.0, 0.0 or 1.0 as expr
is negative, 0 or positive.
Examples:
> SELECT sign(40);
1.0
signum
signum(expr) - Returns -1.0, 0.0 or 1.0 as expr
is negative, 0 or positive.
Examples:
> SELECT signum(40);
1.0
sin
sin(expr) - Returns the sine of expr
, as if computed by java.lang.Math.sin
.
Arguments:
- expr - angle in radians
Examples:
> SELECT sin(0);
0.0
sinh
sinh(expr) - Returns hyperbolic sine of expr
, as if computed by java.lang.Math.sinh
.
Arguments:
- expr - hyperbolic angle
Examples:
> SELECT sinh(0);
0.0
size
size(expr) - Returns the size of an array or a map. Returns -1 if null.
Examples:
> SELECT size(array('b', 'd', 'c', 'a'));
4
skewness
skewness(expr) - Returns the skewness value calculated from values of a group.
smallint
smallint(expr) - Casts the value expr
to the target data type smallint
.
sort_array
sort_array(array[, ascendingOrder]) - Sorts the input array in ascending or descending order according to the natural ordering of the array elements.
Examples:
> SELECT sort_array(array('b', 'd', 'c', 'a'), true);
["a","b","c","d"]
soundex
soundex(str) - Returns Soundex code of the string.
Examples:
> SELECT soundex('Miller');
M460
space
space(n) - Returns a string consisting of n
spaces.
Examples:
> SELECT concat(space(2), '1');
1
spark_partition_id
spark_partition_id() - Returns the current partition id.
split
split(str, regex) - Splits str
around occurrences that match regex
.
Examples:
> SELECT split('oneAtwoBthreeC', '[ABC]');
["one","two","three",""]
sqrt
sqrt(expr) - Returns the square root of expr
.
Examples:
> SELECT sqrt(4);
2.0
stack
stack(n, expr1, ..., exprk) - Separates expr1
, ..., exprk
into n
rows.
Examples:
> SELECT stack(2, 1, 2, 3);
1 2
3 NULL
std
std(expr) - Returns the sample standard deviation calculated from values of a group.
stddev
stddev(expr) - Returns the sample standard deviation calculated from values of a group.
stddev_pop
stddev_pop(expr) - Returns the population standard deviation calculated from values of a group.
stddev_samp
stddev_samp(expr) - Returns the sample standard deviation calculated from values of a group.
str_to_map
str_to_map(text[, pairDelim[, keyValueDelim]]) - Creates a map after splitting the text into key/value pairs using delimiters. Default delimiters are ',' for pairDelim
and ':' for keyValueDelim
.
Examples:
> SELECT str_to_map('a:1,b:2,c:3', ',', ':');
map("a":"1","b":"2","c":"3")
> SELECT str_to_map('a');
map("a":null)
string
string(expr) - Casts the value expr
to the target data type string
.
struct
struct(col1, col2, col3, ...) - Creates a struct with the given field values.
substr
substr(str, pos[, len]) - Returns the substring of str
that starts at pos
and is of length len
, or the slice of byte array that starts at pos
and is of length len
.
Examples:
> SELECT substr('Spark SQL', 5);
k SQL
> SELECT substr('Spark SQL', -3);
SQL
> SELECT substr('Spark SQL', 5, 1);
k
substring
substring(str, pos[, len]) - Returns the substring of str
that starts at pos
and is of length len
, or the slice of byte array that starts at pos
and is of length len
.
Examples:
> SELECT substring('Spark SQL', 5);
k SQL
> SELECT substring('Spark SQL', -3);
SQL
> SELECT substring('Spark SQL', 5, 1);
k
substring_index
substring_index(str, delim, count) - Returns the substring from str
before count
occurrences of the delimiter delim
.
If count
is positive, everything to the left of the final delimiter (counting from the
left) is returned. If count
is negative, everything to the right of the final delimiter
(counting from the right) is returned. The function substring_index performs a case-sensitive match
when searching for delim
.
Examples:
> SELECT substring_index('www.apache.org', '.', 2);
www.apache
sum
sum(expr) - Returns the sum calculated from values of a group.
tan
tan(expr) - Returns the tangent of expr
, as if computed by java.lang.Math.tan
.
Arguments:
- expr - angle in radians
Examples:
> SELECT tan(0);
0.0
tanh
tanh(expr) - Returns the hyperbolic tangent of expr
, as if computed by
java.lang.Math.tanh
.
Arguments:
- expr - hyperbolic angle
Examples:
> SELECT tanh(0);
0.0
timestamp
timestamp(expr) - Casts the value expr
to the target data type timestamp
.
tinyint
tinyint(expr) - Casts the value expr
to the target data type tinyint
.
to_date
to_date(date_str[, fmt]) - Parses the date_str
expression with the fmt
expression to
a date. Returns null with invalid input. By default, it follows casting rules to a date if
the fmt
is omitted.
Examples:
> SELECT to_date('2009-07-30 04:17:52');
2009-07-30
> SELECT to_date('2016-12-31', 'yyyy-MM-dd');
2016-12-31
Since: 1.5.0
to_json
to_json(expr[, options]) - Returns a json string with a given struct value
Examples:
> SELECT to_json(named_struct('a', 1, 'b', 2));
{"a":1,"b":2}
> SELECT to_json(named_struct('time', to_timestamp('2015-08-26', 'yyyy-MM-dd')), map('timestampFormat', 'dd/MM/yyyy'));
{"time":"26/08/2015"}
> SELECT to_json(array(named_struct('a', 1, 'b', 2));
[{"a":1,"b":2}]
> SELECT to_json(map('a', named_struct('b', 1)));
{"a":{"b":1}}
> SELECT to_json(map(named_struct('a', 1),named_struct('b', 2)));
{"[1]":{"b":2}}
> SELECT to_json(map('a', 1));
{"a":1}
> SELECT to_json(array((map('a', 1))));
[{"a":1}]
Since: 2.2.0
to_timestamp
to_timestamp(timestamp[, fmt]) - Parses the timestamp
expression with the fmt
expression to
a timestamp. Returns null with invalid input. By default, it follows casting rules to
a timestamp if the fmt
is omitted.
Examples:
> SELECT to_timestamp('2016-12-31 00:12:00');
2016-12-31 00:12:00
> SELECT to_timestamp('2016-12-31', 'yyyy-MM-dd');
2016-12-31 00:00:00
Since: 2.2.0
to_unix_timestamp
to_unix_timestamp(expr[, pattern]) - Returns the UNIX timestamp of the given time.
Examples:
> SELECT to_unix_timestamp('2016-04-08', 'yyyy-MM-dd');
1460041200
Since: 1.6.0
to_utc_timestamp
to_utc_timestamp(timestamp, timezone) - Given a timestamp like '2017-07-14 02:40:00.0', interprets it as a time in the given time zone, and renders that time as a timestamp in UTC. For example, 'GMT+1' would yield '2017-07-14 01:40:00.0'.
Examples:
> SELECT to_utc_timestamp('2016-08-31', 'Asia/Seoul');
2016-08-30 15:00:00
Since: 1.5.0
translate
translate(input, from, to) - Translates the input
string by replacing the characters present in the from
string with the corresponding characters in the to
string.
Examples:
> SELECT translate('AaBbCc', 'abc', '123');
A1B2C3
trim
trim(str) - Removes the leading and trailing space characters from str
.
trim(BOTH trimStr FROM str) - Remove the leading and trailing trimStr
characters from str
trim(LEADING trimStr FROM str) - Remove the leading trimStr
characters from str
trim(TRAILING trimStr FROM str) - Remove the trailing trimStr
characters from str
Arguments:
- str - a string expression
- trimStr - the trim string characters to trim, the default value is a single space
- BOTH, FROM - these are keywords to specify trimming string characters from both ends of the string
- LEADING, FROM - these are keywords to specify trimming string characters from the left end of the string
- TRAILING, FROM - these are keywords to specify trimming string characters from the right end of the string
Examples:
> SELECT trim(' SparkSQL ');
SparkSQL
> SELECT trim('SL', 'SSparkSQLS');
parkSQ
> SELECT trim(BOTH 'SL' FROM 'SSparkSQLS');
parkSQ
> SELECT trim(LEADING 'SL' FROM 'SSparkSQLS');
parkSQLS
> SELECT trim(TRAILING 'SL' FROM 'SSparkSQLS');
SSparkSQ
trunc
trunc(date, fmt) - Returns date
with the time portion of the day truncated to the unit specified by the format model fmt
.
fmt
should be one of ["year", "yyyy", "yy", "mon", "month", "mm"]
Examples:
> SELECT trunc('2009-02-12', 'MM');
2009-02-01
> SELECT trunc('2015-10-27', 'YEAR');
2015-01-01
Since: 1.5.0
ucase
ucase(str) - Returns str
with all characters changed to uppercase.
Examples:
> SELECT ucase('SparkSql');
SPARKSQL
unbase64
unbase64(str) - Converts the argument from a base 64 string str
to a binary.
Examples:
> SELECT unbase64('U3BhcmsgU1FM');
Spark SQL
unhex
unhex(expr) - Converts hexadecimal expr
to binary.
Examples:
> SELECT decode(unhex('537061726B2053514C'), 'UTF-8');
Spark SQL
unix_timestamp
unix_timestamp([expr[, pattern]]) - Returns the UNIX timestamp of current or specified time.
Examples:
> SELECT unix_timestamp();
1476884637
> SELECT unix_timestamp('2016-04-08', 'yyyy-MM-dd');
1460041200
Since: 1.5.0
upper
upper(str) - Returns str
with all characters changed to uppercase.
Examples:
> SELECT upper('SparkSql');
SPARKSQL
uuid
uuid() - Returns an universally unique identifier (UUID) string. The value is returned as a canonical UUID 36-character string.
Examples:
> SELECT uuid();
46707d92-02f4-4817-8116-a4c3b23e6266
var_pop
var_pop(expr) - Returns the population variance calculated from values of a group.
var_samp
var_samp(expr) - Returns the sample variance calculated from values of a group.
variance
variance(expr) - Returns the sample variance calculated from values of a group.
weekofyear
weekofyear(date) - Returns the week of the year of the given date. A week is considered to start on a Monday and week 1 is the first week with >3 days.
Examples:
> SELECT weekofyear('2008-02-20');
8
Since: 1.5.0
when
CASE WHEN expr1 THEN expr2 [WHEN expr3 THEN expr4]* [ELSE expr5] END - When expr1
= true, returns expr2
; else when expr3
= true, returns expr4
; else returns expr5
.
Arguments:
- expr1, expr3 - the branch condition expressions should all be boolean type.
- expr2, expr4, expr5 - the branch value expressions and else value expression should all be same type or coercible to a common type.
Examples:
> SELECT CASE WHEN 1 > 0 THEN 1 WHEN 2 > 0 THEN 2.0 ELSE 1.2 END;
1
> SELECT CASE WHEN 1 < 0 THEN 1 WHEN 2 > 0 THEN 2.0 ELSE 1.2 END;
2
> SELECT CASE WHEN 1 < 0 THEN 1 WHEN 2 < 0 THEN 2.0 END;
NULL
window
xpath
xpath(xml, xpath) - Returns a string array of values within the nodes of xml that match the XPath expression.
Examples:
> SELECT xpath('<a><b>b1</b><b>b2</b><b>b3</b><c>c1</c><c>c2</c></a>','a/b/text()');
['b1','b2','b3']
xpath_boolean
xpath_boolean(xml, xpath) - Returns true if the XPath expression evaluates to true, or if a matching node is found.
Examples:
> SELECT xpath_boolean('<a><b>1</b></a>','a/b');
true
xpath_double
xpath_double(xml, xpath) - Returns a double value, the value zero if no match is found, or NaN if a match is found but the value is non-numeric.
Examples:
> SELECT xpath_double('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3.0
xpath_float
xpath_float(xml, xpath) - Returns a float value, the value zero if no match is found, or NaN if a match is found but the value is non-numeric.
Examples:
> SELECT xpath_float('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3.0
xpath_int
xpath_int(xml, xpath) - Returns an integer value, or the value zero if no match is found, or a match is found but the value is non-numeric.
Examples:
> SELECT xpath_int('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3
xpath_long
xpath_long(xml, xpath) - Returns a long integer value, or the value zero if no match is found, or a match is found but the value is non-numeric.
Examples:
> SELECT xpath_long('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3
xpath_number
xpath_number(xml, xpath) - Returns a double value, the value zero if no match is found, or NaN if a match is found but the value is non-numeric.
Examples:
> SELECT xpath_number('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3.0
xpath_short
xpath_short(xml, xpath) - Returns a short integer value, or the value zero if no match is found, or a match is found but the value is non-numeric.
Examples:
> SELECT xpath_short('<a><b>1</b><b>2</b></a>', 'sum(a/b)');
3
xpath_string
xpath_string(xml, xpath) - Returns the text contents of the first xml node that matches the XPath expression.
Examples:
> SELECT xpath_string('<a><b>b</b><c>cc</c></a>','a/c');
cc
year
year(date) - Returns the year component of the date/timestamp.
Examples:
> SELECT year('2016-07-30');
2016
Since: 1.5.0
|
expr1 | expr2 - Returns the result of bitwise OR of expr1
and expr2
.
Examples:
> SELECT 3 | 5;
7
~
~ expr - Returns the result of bitwise NOT of expr
.
Examples:
> SELECT ~ 0;
-1