This chapter takes you through the different data types in Hive, which are involved in the table creation. All the data types in Hive are classified into four types, given as follows:
本章将介绍Hive中涉及表创建的不同数据类型。 Hive中的所有数据类型分为四种类型,如下所示:
- Column Types:列类型,TINYINT,SMALLINT,INT,BIGINT,DATE,FLOAT,DOUBLE,DECIMAL,TIMESTAMP,BINARY,STRING,VARCHAR,CHAR
- Literals:--- 不知道怎么翻译这个
- Null Values:空值 默认NULL
- Complex Types:复杂类型 ARRAY,MAP,STRUCT,UNION
Column Types
Column type are used as column data types of Hive. They are as follows:
列类型用作Hive的列数据类型。 它们如下:
Integral Types
Integer type data can be specified using integral data types, INT. When the data range exceeds the range of INT, you need to use BIGINT and if the data range is smaller than the INT, you use SMALLINT. TINYINT is smaller than SMALLINT.
可以使用积分数据类型INT指定整数类型数据。 当数据范围超出INT的范围时,需要使用BIGINT,如果数据范围小于INT,则使用SMALLINT。 TINYINT小于SMALLINT。
The following table depicts various INT data types:
Type | Postfix | Example |
---|---|---|
TINYINT | Y | 10Y |
SMALLINT | S | 10S |
INT | - | 10 |
BIGINT | L | 10L |
String Types
String type data types can be specified using single quotes (' ') or double quotes (" "). It contains two data types: VARCHAR and CHAR. Hive follows C-types escape characters.
The following table depicts various CHAR data types:
Data Type | Length |
---|---|
VARCHAR | 1 to 65355 |
CHAR | 255 |
Timestamp
It supports traditional UNIX timestamp with optional nanosecond precision. It supports java.sql.Timestamp format “YYYY-MM-DD HH:MM:SS.fffffffff” and format “yyyy-mm-dd hh:mm:ss.ffffffffff”.
Dates
DATE values are described in year/month/day format in the form {{YYYY-MM-DD}}.
Decimals
The DECIMAL type in Hive is as same as Big Decimal format of Java. It is used for representing immutable arbitrary precision. The syntax and example is as follows:
DECIMAL(precision, scale)
decimal(10,0)
Union Types
Union is a collection of heterogeneous data types. You can create an instance using create union. The syntax and example is as follows:
UNIONTYPE<int, double, array<string>, struct<a:int,b:string>>
{0:1}
{1:2.0}
{2:["three","four"]}
{3:{"a":5,"b":"five"}}
{2:["six","seven"]}
{3:{"a":8,"b":"eight"}}
{0:9}
{1:10.0}
Literals
The following literals are used in Hive:
Floating Point Types
Floating point types are nothing but numbers with decimal points. Generally, this type of data is composed of DOUBLE data type.
浮点类型只是带有小数点的数字。 一般来说,这种类型的数据由DOUBLE数据类型组成
Decimal Type
Decimal type data is nothing but floating point value with higher range than DOUBLE data type. The range of decimal type is approximately -10-308 to 10308.
Decimal类型数据只是浮点值,其范围高于DOUBLE数据类型。DECIMAL 取值区间为-10-308 to 10308.
Null Value
Missing values are represented by the special value NULL.
Complex Types
The Hive complex data types are as follows:
Arrays
Arrays in Hive are used the same way they are used in Java.
Syntax: ARRAY<data_type>
Maps
Maps in Hive are similar to Java Maps.
Syntax: MAP<primitive_type, data_type>
Structs
Structs in Hive is similar to using complex data with comment.
Syntax: STRUCT<col_name : data_type [COMMENT col_comment], ...>
译注:目前还没有用到复杂类型的使用;只是使用到了基本类型的列。hive表按照txtfile 存储方式。
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英文地址:
from:https://www.tutorialspoint.com/hive/hive_data_types.htm