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17822180
编写于
5月 31, 2022
作者:
G
gccgdb1234
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差异文件
docs: add histogram function
上级
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35 addition
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+35
-33
docs-cn/12-taos-sql/07-function.md
docs-cn/12-taos-sql/07-function.md
+10
-10
docs-en/12-taos-sql/07-function.md
docs-en/12-taos-sql/07-function.md
+25
-23
未找到文件。
docs-cn/12-taos-sql/07-function.md
浏览文件 @
17822180
...
...
@@ -278,24 +278,24 @@ SELECT HISTOGRAM(field_name,bin_type, bin_description, normalized) FROM tb_nam
**适用于**
: 表和超级表。
**说明**
:
1.
bin_type 用户指定的分桶类型, 有效输入类型为"user_input“, ”linear_bin", "log_bin"。
2.
bin_description 描述如何生成分桶区间,针对三种桶类型,分别为以下描述格式(均为 JSON 格式字符串):
-
"user_input": "[1, 3, 5, 7]"
1.
bin_type 用户指定的分桶类型, 有效输入类型为"user_input“, ”linear_bin", "log_bin"。
2.
bin_description 描述如何生成分桶区间,针对三种桶类型,分别为以下描述格式(均为 JSON 格式字符串):
-
"user_input": "[1, 3, 5, 7]"
用户指定 bin 的具体数值。
-
"linear_bin": "{"start": 0.0, "width": 5.0, "count": 5, "infinity": true}"
-
"linear_bin": "{"start": 0.0, "width": 5.0, "count": 5, "infinity": true}"
"start" 表示数据起始点,"width" 表示每次 bin 偏移量, "count" 为 bin 的总数,"infinity" 表示是否添加(-inf, inf)作为区间起点跟终点,
生成区间为[-inf, 0.0, 5.0, 10.0, 15.0, 20.0, +inf]。
-
"log_bin": "{"start":1.0, "factor": 2.0, "count": 5, "infinity": true}"
-
"log_bin": "{"start":1.0, "factor": 2.0, "count": 5, "infinity": true}"
"start" 表示数据起始点,"factor" 表示按指数递增的因子,"count" 为 bin 的总数,"infinity" 表示是否添加(-inf, inf)作为区间起点跟终点,
生成区间为[-inf, 1.0, 2.0, 4.0, 8.0, 16.0, +inf]。
3.
normalized 是否将返回结果归一化到 0~1 之间 。有效输入为 0 和 1。
3.
normalized 是否将返回结果归一化到 0~1 之间 。有效输入为 0 和 1。
**示例**
:
```
sql
taos
>
SELECT
HISTOGRAM
(
voltage
,
"user_input"
,
"[1,3,5,7]"
,
1
)
FROM
meters
;
```
my
sql
taos> SELECT HISTOGRAM(voltage, "user_input", "[1,3,5,7]", 1) FROM meters;
histogram(voltage, "user_input", "[1,3,5,7]", 1) |
=======================================================
{"lower_bin":1, "upper_bin":3, "count":0.333333} |
...
...
@@ -303,7 +303,7 @@ SELECT HISTOGRAM(field_name,bin_type, bin_description, normalized) FROM tb_nam
{"lower_bin":5, "upper_bin":7, "count":0.333333} |
Query OK, 3 row(s) in set (0.004273s)
taos
>
SELECT
HISTOGRAM
(
voltage
,
'linear_bin'
,
'{"start": 1, "width": 3, "count": 3, "infinity": false}'
,
0
)
FROM
meters
;
taos> SELECT HISTOGRAM(voltage, 'linear_bin', '{"start": 1, "width": 3, "count": 3, "infinity": false}', 0) FROM meters;
histogram(voltage, 'linear_bin', '{"start": 1, "width": 3, " |
===================================================================
{"lower_bin":1, "upper_bin":4, "count":3} |
...
...
@@ -311,7 +311,7 @@ SELECT HISTOGRAM(field_name,bin_type, bin_description, normalized) FROM tb_nam
{"lower_bin":7, "upper_bin":10, "count":3} |
Query OK, 3 row(s) in set (0.004887s)
taos> SELECT HISTOGRAM(voltage, '
log_bin
', '
{
"start"
:
1
,
"factor"
:
3
,
"count"
:
3
,
"infinity"
:
true
}
', 0) FROM meters;
taos> SELECT HISTOGRAM(voltage, 'log_bin', '{"start": 1, "factor": 3, "count": 3, "infinity": true}', 0) FROM meters;
histogram(voltage, 'log_bin', '{"start": 1, "factor": 3, "count" |
===================================================================
{"lower_bin":-inf, "upper_bin":1, "count":3} |
...
...
docs-en/12-taos-sql/07-function.md
浏览文件 @
17822180
...
...
@@ -275,54 +275,56 @@ SELECT HISTOGRAM(field_name,bin_type, bin_description, normalized) FROM tb_nam
**Applicable table types**
: table, STable
**说明**
:
1.
bin_type: parameter to indicate the bucket type, valid inputs are: "user_input", "linear_bin", "log_bin"。
2.
bin_description: parameter to describe how to generate buckets,can be in the following JSON formats for each bin_type respectively:
-
"user_input": "[1, 3, 5, 7]"
User defined specified bin values.
**Explanations**
:
- "linear_bin": "{"start": 0.0, "width": 5.0, "count": 5, "infinity": true}"
1.
bin_type: parameter to indicate the bucket type, valid inputs are: "user_input", "linear_bin", "log_bin"。
2.
bin_description: parameter to describe how to generate buckets,can be in the following JSON formats for each bin_type respectively:
- "user_input": "[1, 3, 5, 7]": User specified bin values.
- "linear_bin": "{"start": 0.0, "width": 5.0, "count": 5, "infinity": true}"
"start" - bin starting point.
"width" - bin offset.
"count" - number of bins generated.
"infinity" - whether to add(-inf, inf)as start/end point in generated set of bins.
The above "linear_bin" descriptor generates a set of bins: [-inf, 0.0, 5.0, 10.0, 15.0, 20.0, +inf].
- "log_bin": "{"start":1.0, "factor": 2.0, "count": 5, "infinity": true}"
- "log_bin": "{"start":1.0, "factor": 2.0, "count": 5, "infinity": true}"
"start" - bin starting point.
"factor" - exponential factor of bin offset.
"count" - number of bins generated.
"infinity" - whether to add(-inf, inf)as start/end point in generated range of bins.
The above "log_bin" descriptor generates a set of bins:[-inf, 1.0, 2.0, 4.0, 8.0, 16.0, +inf].
3. normalized: setting to 1/0 to turn on/off result normalization.
**示例**
:
3.
normalized: setting to 1/0 to turn on/off result normalization.
```
sql
taos
>
SELECT
HISTOGRAM
(
voltage
,
"user_input"
,
"[1,3,5,7]"
,
1
)
FROM
meters
;
histogram
(
voltage
,
"user_input"
,
"[1,3,5,7]"
,
1
)
|
**Example**
:
```
mysql
taos> SELECT HISTOGRAM(voltage, "user_input", "[1,3,5,7]", 1) FROM meters;
histogram(voltage, "user_input", "[1,3,5,7]", 1) |
=======================================================
{"lower_bin":1, "upper_bin":3, "count":0.333333} |
{"lower_bin":3, "upper_bin":5, "count":0.333333} |
{"lower_bin":5, "upper_bin":7, "count":0.333333} |
Query OK, 3 row(s) in set (0.004273s)
taos
>
SELECT
HISTOGRAM
(
voltage
,
'linear_bin'
,
'{"start": 1, "width": 3, "count": 3, "infinity": false}'
,
0
)
FROM
meters
;
taos> SELECT HISTOGRAM(voltage, 'linear_bin', '{"start": 1, "width": 3, "count": 3, "infinity": false}', 0) FROM meters;
histogram(voltage, 'linear_bin', '{"start": 1, "width": 3, " |
===================================================================
{"lower_bin":1, "upper_bin":4, "count":3} |
{"lower_bin":4, "upper_bin":7, "count":3} |
{"lower_bin":7, "upper_bin":10, "count":3} |
Query OK, 3 row(s) in set (0.004887s)
taos> SELECT HISTOGRAM(voltage, '
log_bin
', '
{
"start"
:
1
,
"factor"
:
3
,
"count"
:
3
,
"infinity"
:
true
}
', 0) FROM meters;
histogram(voltage, '
log_bin
', '
{
"start"
:
1
,
"factor"
:
3
,
"count"
|
===================================================================
{
"lower_bin"
:
-
inf
,
"upper_bin"
:
1
,
"count"
:
3
}
|
{
"lower_bin"
:
1
,
"upper_bin"
:
3
,
"count"
:
2
}
|
{
"lower_bin"
:
3
,
"upper_bin"
:
9
,
"count"
:
6
}
|
{
"lower_bin"
:
9
,
"upper_bin"
:
27
,
"count"
:
3
}
|
{
"lower_bin"
:
27
,
"upper_bin"
:
inf
,
"count"
:
1
}
|
taos> SELECT HISTOGRAM(voltage, 'log_bin', '{"start": 1, "factor": 3, "count": 3, "infinity": true}', 0) FROM meters;
histogram(voltage, 'log_bin', '{"start": 1, "factor": 3, "count" |
===================================================================
{"lower_bin":-inf, "upper_bin":1, "count":3} |
{"lower_bin":1, "upper_bin":3, "count":2} |
{"lower_bin":3, "upper_bin":9, "count":6} |
{"lower_bin":9, "upper_bin":27, "count":3} |
{"lower_bin":27, "upper_bin":inf, "count":1} |
```
## Selection Functions
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