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43 lines
1.7 KiB
43 lines
1.7 KiB
3 years ago
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# Downsampling
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Scrutiny collects alot of data, that can cause the database to grow unbounded.
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- Smart data
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- Smart test data
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- Temperature data
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- Disk metrics (capacity/usage)
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- etc
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This data must be accurate in the short term, and is useful for doing trend analysis in the long term.
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However, for trend analysis we only need aggregate data, individual data points are not as useful.
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Scrutiny will automatically downsample data on a schedule to ensure that the database size stays reasonable, while still
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ensuring historical data is present for comparisons.
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| Bucket Name | Retention Period | Downsampling Range | Downsampling Aggregation Window | Downsampling Cron | Comments |
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| --- | --- | --- | --- | --- | --- |
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| `metrics` | 15 days | `-2w -1w` | `1w` | weekly on Sunday at 1:00am |
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| `metrics_weekly` | 9 weeks | `-2mo -1mo` | `1mo` | monthly on first day of the month at 1:30am
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| `metrics_monthly` | 25 months | `-2y -1y` | `1y` | yearly on the first day of the year at 2:00am
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| `metrics_yearly` | forever | - | - | - | |
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After 5 months, here's how may data points should exist in each bucket for one disk
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| Bucket Name | Datapoints | Comments |
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| --- | --- | --- |
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| `metrics` | 15 | 7 daily datapoints , up to 7 pending data, 1 buffer data point |
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| `metrics_weekly` | 9 | 4 aggregated weekly data points, 4 pending datapoints, 1 buffer data point |
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| `metrics_monthly` | 3 | 3 aggregated monthly data points |
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| `metrics_yearly` | 0 | |
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After 5 years, here's how may data points should exist in each bucket for one disk
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| Bucket Name | Datapoints | Comments |
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| --- | --- | --- |
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| `metrics` | - | - |
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| `metrics_weekly` | - |
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| `metrics_monthly` | - |
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| `metrics_yearly` | - |
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