From dc399184cf06e4aca8f568b2cdc1ec28f4abdfef Mon Sep 17 00:00:00 2001
From: EntireTwix <willkatz.dev@gmail.com>
Date: Thu, 15 Jul 2021 20:18:38 -0700
Subject: [PATCH] :books::construction:

---
 docs/features/implementation.md | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/features/implementation.md b/docs/features/implementation.md
index ac6ce43..1ccc3b2 100644
--- a/docs/features/implementation.md
+++ b/docs/features/implementation.md
@@ -5,9 +5,9 @@
 <!-- memory vs database -->
 <!-- and while changes arent made on the basis of speed alone it does seem to fit the problem better as we only need to save every `n` minutes/on close. -->
 <!-- phmap vs std hash map -->
-### STD vs phmap
+#### STD vs phmap
 this parallel hashmap implementation is the basis of CCash, its where all the user data is stored, compared to the STD's `std::unordered_map<T>` its much faster, this, multi threading support, and more can be found in the [writeup](https://greg7mdp.github.io/parallel-hashmap/).
-### Scalability
+#### Scalability
 below is `GetBal()` being called where `x` axis grows with # of users reaching 10 million users, `y` axis is time in ns. The name given is random between 0 and max users at that time as to provide more accurate results.
 ![image](GetBal().png)
 as the graph demonstrates, regardless of size `GetBal()` remains consistent at ~39ns on my 3700x single threaded.
@@ -20,11 +20,11 @@ simdjson was the fastest JSON parsing I could find, its used for request parsing
 ## [Drogon webframework](https://github.com/an-tao/drogon)
 at the time of making this doc Drogon is the 3rd fastest web framework as per [this](https://www.techempower.com/benchmarks/#section=data-r20&hw=ph&test=composite) sites metric of measuring web frameworks, it also has multi threading support.
 ## Sparse saving
-### Saving on close
+#### Saving on close
 when the program is interupted with CONTROL + C it will save before closing the webserver, **it will not however save during a crash**.
-### Auto Saving
+#### Auto Saving
 every `n` minutes, a configurable amount at launch, CCash will save.
-### Changes
+#### Changes
 for the above two cases, it will only save to disk if changes have been made since last save.
 ## Multi-threading support
 considering phmap and drogon both massively benefit from being multi-threaded it seemed obvious that the entire program should be, this is enabled by default and manually settable at `MULTI_THREADED`. Below are some graphs visualizing the gain of doing so: