From 3e3ae58aa2072ba97fc697f81bc1c80b05f2e346 Mon Sep 17 00:00:00 2001 From: Ian Molee Date: Mon, 8 Apr 2024 18:12:39 -0700 Subject: [PATCH] Add additional readme documentation and diagram --- README.md | 48 ++++++++++++++++++++++++++++++++++++++++++++++++ design.png | Bin 0 -> 149038 bytes 2 files changed, 48 insertions(+) create mode 100644 design.png diff --git a/README.md b/README.md index 70341f6..80def30 100644 --- a/README.md +++ b/README.md @@ -39,3 +39,51 @@ arguments cannot be passed to a Makefile target. -workers int number of workers to use (default 2*) ``` + +# Approach + +To satisfy the project requirements, the following approach was used: + +1. Order files by timestamp, to be able to step through the "evolution" of the + associated documents. +2. Iterate through all the timestamps, and for all documents identified, + determine whether any of the files associated with the current timestamp can be + related to an existing document. For each file that remains unassociated with an + existing document at this point, create a new document. +3. Sort the associated files for each document in order by their filename (which + is a number). + +## Practical considerations + +The corpus provided for this assignment is comprised of 20,000 files; a +substantial enough amount to take time and memory complexity into account. To +manage time complexity, a pool of workers compares documents against candidate +files in a parallel manner, rather than serially stepping through all the files. +On my MacBook Pro M1 Max, this reduces runtime from 27 minutes to roughly five +minutes. Additionally, file contents are cached to prevent repeatedly reading +the same files off disk. + +Cached files are purged as soon as their contents won't ever be needed again, to +conserve a large amount of memory that would be used by caching the contents of +20,000 files. We can be sure a file's contents aren't needed anymore when its +associated timestamp has already been processed, and the file isn't the most +recent file associated with a given document: we only need the latest version of +the document to associate files from future timestamps. + +There is some status text written to the console by default, but it is written +to stderr, so if only the pure list of files associated with one another is +desired, redirecting stdout will yield a clean list without any status text. The +same can be accomplished by using the `-output` flag, as well. + +# High level design + +The main representational types in the program are the `DocumentManager` and the +`Document` types. `DocumentManager` handles starting workers and comparing +documents against candidate files. The `Document` type keeps track of which +files are associated with it, and the timestamp of the latest file. Work is +performed by sending "work items" to the workers on a channel, who pull a work +item off and perform it, altering documents if they need to be updated with a +new associated file. When all files have been checked, the final set of +documents is presented to the user. + +![High level design](design.png) diff --git a/design.png b/design.png new file mode 100644 index 0000000000000000000000000000000000000000..ce8a9830d8e7dc619019c47abdaf23b295cd3763 GIT binary patch literal 149038 zcmce;byQqUwmuvP8eGyqaJR-ixI@qcYc$Y}28ZD8ZXrP9AwohRgvQ;SMnV$YHMqO| z4m0n2@66o!?_29z>i}nUQ&qca@7nvRs{K@qwx%-PqbH9ZJa~Yos-p1X!2>iX@Kb<= z0es@EB^d$yL2-YfEcc*vh-%}(1G)#Q3bMN1X4|>g=brL6ck3x^Z+f$$v8^%{JU(O6DI-j2~6A_~PwPUkOb?=KnnJ z^w9cAwfkSe!{OyB9JK$f8Wf^lIy!o5%P18}kG7N@Tp^SHQ;WF*mP#~5N}|4i;{R9FV^Y5=QmI3wej2FrQ_VquGe~< z={TUU<78mCX*|DXG5w2r09B3PqrSYm93Sjs&6g;ayZnd`%h7Qu>PsfJ1OFg&FA+(Dv~uu>K1U#&kR3(Nnc_@$6dj%#=A zD0jm)f5plhwK3hWgD#1?>!Y>zaoqeZK!t-1b0^#t2i=s}nbuiFDfM5piOBVU29>JT zajL~hEgcTJ$V6yw_oD`ESK9n1CWYky)!KC38nQ;lb7!JCHN!=bKi5$8Lk5a$uj{D~v zkWoaFI;$I|FiDwtz4fgo%V#a~^Lygu$=j3fK|*R=Rl2Y02DoZ+41;b?Qui*!)^jRO zpMI4gB1gaPXF-OV?Xp+%5w$y#uVt^1RA%l2PKU%Ib|EraR}G8^znJKevaX(b#VN2;`7`k{`S}C-uA 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