|
| 1 | +# Case Studies |
| 2 | + |
| 3 | +* [Project One](#project-one) |
| 4 | + * [General site info](#general-site-info) |
| 5 | + * [Current state of caching](#current-state-of-caching) |
| 6 | + * [Goals](#goals) |
| 7 | + * [KFC implementation](#kfc-implementation) |
| 8 | + * [Results](#results) |
| 9 | + * [DB queries](#db-queries) |
| 10 | + * [Request times](#request-times) |
| 11 | + * [Conclusion](#conclusion) |
| 12 | +* [Project Two (TBA)](#project-two--tba-) |
| 13 | + |
| 14 | +# Project One |
| 15 | + |
| 16 | +## General site info |
| 17 | + |
| 18 | +* The site contains roughly ~2,000 published pages. |
| 19 | +* Pages contain on average 4 (Elemental) blocks each. |
| 20 | +* Pages contain other "non-block" elements, like banners, menus, footer, etc. |
| 21 | +* There is a good mixture of block types (14), including multiple "complex" blocks where there is multiple levels of |
| 22 | + nested dependencies (EG: Carousel has Item relationships, Items have Image and Linkable relationships). |
| 23 | +* The primary navigation includes nesting to all levels of the SiteTree (which is why we're going to see a high |
| 24 | + numbers of DB queries on un-cached requests). |
| 25 | + * Optimising the Menu is not a concern of this case study, but we do hope to see some improvements from switching |
| 26 | + to KFC. |
| 27 | + |
| 28 | +## Current state of caching |
| 29 | + |
| 30 | +* Project One suffers from some of the pain points that KFC attempts to solve. |
| 31 | + * Some cache keys are a bit complicated and might be difficult for new devs to get up to speed with. |
| 32 | + * Models with high levels of nesting have cache keys that do not invalidate at all desired times. |
| 33 | + * EG: The "Carousel problem". A Carousel has Items, Items have Links and Images, and it's far too costly to |
| 34 | + calculate a cache key for a Carousel that includes the appropriate Images/Links/etc. |
| 35 | + * Some cache keys might invalidate too often. |
| 36 | + * EG: They might invalidate when a global event happens, like "invalidate all Menus when any Linkable model updates" |
| 37 | + (not only Links that are relevant to the Menu). |
| 38 | + * The site has a relatively high number of DB queries for every un-cached request (noted in "General site info"). |
| 39 | + * The number of DB queries is currently a bottleneck for Project One. |
| 40 | +* The site already has a pretty balanced caching policy. That being, the cost of calculating a key is weighed against |
| 41 | + the value (EG: the "Carousel problem", where the solution for us was to not include Images/Links in the cache key). |
| 42 | + * I do not believe the cost of calculating any single cache key for the site is unreasonable. |
| 43 | + |
| 44 | +## Goals |
| 45 | + |
| 46 | +* Improve management of cache keys for developers. |
| 47 | +* Improve the specificity of our cache keys (EG: solving the "Carousel problem"). |
| 48 | +* Given that the site already has relatively performant cache keys, we're not expecting any huge performance |
| 49 | + improvements, but... |
| 50 | + * We would like to see some reduction in the number of DB queries, and |
| 51 | + * Ideally we want no negative impact to load times. |
| 52 | + |
| 53 | +## KFC implementation |
| 54 | + |
| 55 | +Implementation of KFC to the project included: |
| 56 | + |
| 57 | +* Reviewing any/all methods found in Page models and controllers related to providing cache keys. |
| 58 | + * Replacing the use of these methods with `cares` and/or `global_cares` considerations on the appropriate page |
| 59 | + classes and relationships. |
| 60 | + * Adding a "global" key to `SiteConfig` that contains a `global_cares` for `SiteTree`. This is discussed a bit in |
| 61 | + [Headers, Footers, and other "global" content areas](examples.md#headers-footers-and-other--global--content-areas). |
| 62 | +* Reviewing any/all methods found in (Elemental) blocks related to providing cache keys. |
| 63 | + * Replacing the use of these methods with `cares` on appropriate block relationships. |
| 64 | + |
| 65 | +Implementaiton took (roughly) 40 minutes. |
| 66 | + |
| 67 | +## Results |
| 68 | + |
| 69 | +These are not the most comprehensive tests, but we believe they show enough. |
| 70 | + |
| 71 | +### DB queries |
| 72 | + |
| 73 | +Installed [Lekoala/Debugbar](https://github.com/lekoala/silverstripe-debugbar) so that we can see the number of DB |
| 74 | +queries we are making on each page request. |
| 75 | + |
| 76 | +* "1st" requests were made as a separate request after a `?flush=1`, so there is no active partial cache. Generating the |
| 77 | + cache would also be part of this request. |
| 78 | +* "2nd" requests were a fast follow request where a partial cache is now available. |
| 79 | + |
| 80 | +**Original implementation:** |
| 81 | + |
| 82 | +* 1st: 1,430 queries |
| 83 | +* 2nd: 96 queries |
| 84 | + |
| 85 | +**KFC implementation:** |
| 86 | + |
| 87 | +* 1st: 1,219 queries |
| 88 | +* 2nd: 73 queries |
| 89 | + |
| 90 | +**Outcome:** Some positive improvements to DB queries for both the fresh request and the request with partial caches |
| 91 | +available. |
| 92 | + |
| 93 | +### Request times |
| 94 | + |
| 95 | +This test was performed by running a basic Siege test: |
| 96 | + |
| 97 | +```bash |
| 98 | +siege -d1 -r200 -c4 --no-parser http://project-one.local/ |
| 99 | +``` |
| 100 | + |
| 101 | +**Original implementation:** |
| 102 | + |
| 103 | +``` |
| 104 | +Elapsed time: 163.82 secs |
| 105 | +Response time: 0.28 secs |
| 106 | +Transaction rate: 4.88 trans/sec |
| 107 | +Throughput: 0.61 MB/sec |
| 108 | +Concurrency: 1.35 |
| 109 | +Longest transaction: 5.30 |
| 110 | +Shortest transaction: 0.18 |
| 111 | +``` |
| 112 | + |
| 113 | +**KFC implementation:** |
| 114 | + |
| 115 | +``` |
| 116 | +Elapsed time: 162.95 secs |
| 117 | +Response time: 0.26 secs |
| 118 | +Transaction rate: 4.91 trans/sec |
| 119 | +Throughput: 0.61 MB/sec |
| 120 | +Concurrency: 1.30 |
| 121 | +Longest transaction: 4.98 |
| 122 | +Shortest transaction: 0.17 |
| 123 | +``` |
| 124 | + |
| 125 | +**Outcome:** I would say that the difference here is negligable, but there is a slight improvement when using KFC. |
| 126 | +Overall, I think this meets expectations, given that we knew that Project One already had performant cached keys. |
| 127 | + |
| 128 | +### Conclusion |
| 129 | + |
| 130 | +Overall, considering ~40 minutes of effort to upgrade the project to using KFC, I would say that the outcomes for both |
| 131 | +DB queries and request times are pretty great. |
| 132 | + |
| 133 | +# Project Two (TBA) |
| 134 | + |
| 135 | +TBA |
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