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9a61f207
编写于
3月 17, 2022
作者:
G
Ganlin Zhao
提交者:
GitHub
3月 17, 2022
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@@ -1404,6 +1404,68 @@ TDengine supports aggregations over data, they are listed below:
2022-01-01 08:00:07.000000000 | 9 | 2 |
Query OK, 6 row(s) in set (0.002613s)
```
- **HISTOGRAM**
```mysql
SELECT HISTOGRAM(field_name,bin_type, bin_description, normalized) FROM tb_name [WHERE clause];
```
Function:Returns count of data points in user-specified ranges.
Return Data Type:Double or INT64, depends on normalized parameter settings.
Applicable Fields:Numerical types.
Applied to: **table stable**.
Note:
1. This function is supported since 2.6.0.0.
2. bin_type: parameter to indicate the bucket type, valid inputs are: "user_input", "linear_bin", "log_bin"。
3)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.
- "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}"
"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].
4)normalized: setting to 1/0 to turn on/off result normalization.
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;
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} |
```
## <a class="anchor" id="aggregation"></a> Time-dimension Aggregation
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