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# Data Lifecycle | ||
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## [Measures](../concept/data-model.md#measures) and [Streams](../concept/data-model.md#streams) | ||
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Due to the design of BanyanDB, the data in the `Measures and Streams` can not be deleted directly. | ||
The data will be deleted automatically based on the [Groups](../concept/data-model.md#groups) `TTL` setting. | ||
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The TTL means the `time to live` of the data in the group. | ||
Each group has an internal trigger which is triggered by writing events. If there is no further data, the expired data can’t get removed. | ||
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For example, the following command will create a group with a TTL of 7 days: | ||
```shell | ||
bydbctl group create -f - <<EOF | ||
metadata: | ||
name: sw_metric | ||
catalog: CATALOG_MEASURE | ||
resource_opts: | ||
shard_num: 2 | ||
segment_interval: | ||
unit: UNIT_DAY | ||
num: 1 | ||
ttl: | ||
unit: UNIT_DAY | ||
num: 7 | ||
EOF | ||
``` | ||
The data in this group will keep 7 days. | ||
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If you want to change the `TTL` of the data in this group to be 1 day, use the command: | ||
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```shell | ||
bydbctl group update -f - <<EOF | ||
metadata: | ||
name: sw_metric | ||
catalog: CATALOG_MEASURE | ||
resource_opts: | ||
shard_num: 2 | ||
segment_interval: | ||
unit: UNIT_DAY | ||
num: 1 | ||
ttl: | ||
unit: UNIT_DAY | ||
num: 1 | ||
EOF | ||
``` | ||
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More ttl units can be found in the [IntervalRule.Unit](../api-reference.md#intervalruleunit). | ||
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You can also manage the Group by other clients such as [Web-UI](./web-ui/schema/group.md) or [Java-Client](java-client.md). | ||
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## [Property](../concept/data-model.md#properties) | ||
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`Property` data provides both [CRUD](./bydbctl/property.md) operations and TTL mechanism. | ||
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The TTL field in a property is used to set the time to live of the property. The property will be deleted automatically after the TTL. | ||
It's a string in the format of "1h", "2m", "3s", "1500ms". It defaults to 0s, which means the property never expires. | ||
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For example, the following command will create a property with a TTL of 1 hour: | ||
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```shell | ||
bydbctl property apply -f - <<EOF | ||
metadata: | ||
container: | ||
group: sw | ||
name: temp_data | ||
id: General-Service | ||
tags: | ||
- key: state | ||
value: | ||
str: | ||
value: "failed" | ||
ttl: "1h" | ||
EOF | ||
``` | ||
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"General-Service" will be dropped after 1 hour. If you want to extend the TTL, you could use the "keepalive" operation. The "lease_id" is returned in the apply response. | ||
You can use get operation to get the property with the lease_id as well. | ||
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```shell | ||
bydbctl property get -g sw -n temp_data --id General-Service | ||
``` | ||
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```yaml | ||
... | ||
lease_id: 7587880824757265022 | ||
``` | ||
The lease_id is used to keep the property alive. You can use keepalive operation to keep the property alive. | ||
When the keepalive operation is called, the property's TTL will be reset to the original value. | ||
```shell | ||
bydbctl property keepalive --lease_id 7587880824757265022 | ||
``` | ||
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"General-Service" lives another 1 hour. | ||
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You can also manage the Property by other clients such as [Web-UI](./web-ui/property.md) or [Java-Client](java-client.md). | ||
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## The API reference | ||
- [Group Registration Operations](../api-reference.md#groupregistryservice) | ||
- [ResourceOpts Definition](../api-reference.md#resourceopts) | ||
- [PropertyService v1](../api-reference.md#propertyservice) |
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