I am trying to understand why the memory usage for a single PDO result is so high. Here are a few things to know about the query/result:
Ok, so thanks to Ollie Jones's answer, I realized I've been looking in the wrong place for my information. This isn't a PDO memory usage issue but an issue with the way PHP stores its arrays. (Maybe issue isnt the right word, it is what it is)
After a bit of digging I found this incredibly helpful article which gives a great breakdown of how PHP allocates memory for array elements:
https://nikic.github.io/2011/12/12/How-big-are-PHP-arrays-really-Hint-BIG.html
Spoiler alert, it uses a TON of memory for each element. Apparently it has gotten a lot better in PHP7. The article states that for a simple integer array (in PHP5) element it will use about 18 times the more memory than the size of the integer itself. Since i'm seeing about a 12* increase on associative string data, id say that is indeed a vast improvement over PHP5.
According to the article, memory is being allocated for the following:
zvalue_value
union, which relates to the weak typecasting that PHP allowsIf you had some interest in this as well, I highly recommend reading that article, its a quick read and has a lot of great information.
Thanks again to Ollie Jones for pointing me in the right direction.
It's hard to give a specific answer without seeing your specific code. That being said, PHP data structures like arrays are associative. The PHP designers intentionally made a tradeoff to use extra RAM to save time on array access.
You can save memory in a couple of ways. For one thing, you can fetch each row of your result set as a numeric, rather than an associative array. Read this. http://php.net/manual/en/mysqli-result.fetch-array.php
For another thing, PHP slurps all the rows in your result set at once unless you tell it not to. This slurp operation consumes a lot of RAM. You don't need that if you're planning to process your large result set one row at a time. You need an unbuffered query to do that. Read this: http://php.net/manual/en/mysqlinfo.concepts.buffering.php