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I'm a tech interested guy. I've touched SQL once or twice, but wasn't able to really make sense of it. That combined with not having a practical use leaves SQL as largely a black box in my mind (though I am somewhat familiar with technical concepts in databasing).
With that, I keep seeing [pic related] as proof that Elon Musk doesn't understand SQL.
Can someone give me a technical explanation for how one would come to that conclusion? I'd love if you could pass technical documentation for that.
It’s so basic that documentation is completely unnecessary.
“De-duping” could mean multiple things, depending on what you mean by “duplicate”.
It could mean that the entire row of some table is the same. But that has nothing to do with the kind of fraud he’s talking about. Two people with the same SSN but different names wouldn’t be duplicates by that definition, so “de-duping” wouldn’t remove it.
It can also mean that a certain value shows up more than once (eg just the SSN). But that’s something you often want in database systems. A transaction log of SSN contributions would likely have that SSN repeated hundreds of times. It has nothing to do with fraud, it’s just how you record that the same account has multiple contributions.
A database system as large as the SSA has needs to deal with all kinds of variations in data (misspellings, abbreviations, moves, siblings, common names, etc). Something as simplistic as “no dupes anywhere” would break immediately.
SSN is also not a valid unique key, there have been situations with multiple people issued the same SSN:
Yeah. And the fix for that has nothing to do with "de-duping" as a database operation either.
The main components would probably be:
There's a lot of complication in each of those steps but none of them are particularly dependant on "de-duped" databases.
Just read the format of the us ssn in that wikipedia. That wasnt a smart format to use lol. Only supports 99*999 ( +/- 100k ) people per area code. No wonder numbers are reused.
In some countries its birthday+sequence number encoded with gender+checksum and that has been working since the 80's.
Before that was a different number, but it wasnt future proof like the us ssn so we migrated away in the 80's :')
In my country the only way that someone has the same number is if someone was born on the same day (±1 century), in the same city and has the same name and family name. Is extremely difficult to have duplicates in that way (exception: immigrants, because the "city code" is the same for the whole foreign country, so it's not impossible that there are two Ananya Gupta born on the same day in the whole India)
Oh ye, our system wouldnt fit india as its limited to 500 births a day ( sequence is 3, digits and depending if its even or uneven describes your gender ). Your system seems fine to me and beats the us system hands down haha
TL;DR de-deuplication in that form is used to refer a technique where you reference two different pieces of data in the file system, with one single piece of data on the drive, the intention being to optimize file storage size, and minimize fragmentation.
You can imagine this would be very useful when taking backups for instance, we call this a "Copy on Write" approach, since generally it works by copying the existing file to a second reference point, where you can then add an edit on top of the original file, while retaining 100% of the original file size, and both copies of the file (its more complicated than this obviously, but you get the idea)
now just to be clear, if you did implement this into a DB, which you could do fairly trivially, this would change nothing about how the DB operates, it wouldn't remove "duplicates" it would only coalesce duplicate data into one single tree to optimize disk usage. I have no clue what elon thinks it does.
The problem here, as a non programmer, is that i don't understand why you would ever de-duplicate a database. Maybe there's a reason to do it, but i genuinely cannot think of a single instance where you would want to delete one entry, and replace it with a reference to another, or what elon is implying here (remove "duplicate" entries, however that's supposed to work)
Elon doesn't know what "de-duplication" is, and i don't know why you would ever want that in a DB, seems like a really good way to explode everything,
i genuinely cannot think of a single instance where you would want to delete one entry, and replace it with a reference to another
Well, there's not always a benefit to keeping historical data. Sometimes you only want the most up-to-date information in a particular table or database, so you'd just update the row (replace). It depends on the use case of a given table.
what elon is implying here (remove “duplicate” entries, however that’s supposed to work)
Elon believes that each row in a table should be unique based on the SSN only, so a given SSN should appear only once with the person's name and details on it. Yes, it's an extremely dumb idea, but he's a famously stupid person.
Well, there’s not always a benefit to keeping historical data. Sometimes you only want the most up-to-date information in a particular table or database, so you’d just update the row (replace). It depends on the use case of a given table.
in this case you would just overwrite the existing row, you wouldn't use de-duplication because it would do the opposite of what you wanted in that case. Maybe even use historical backups or CoW to retain that kind of data.
Elon believes that each row in a table should be unique based on the SSN only, so a given SSN should appear only once with the person’s name and details on it. Yes, it’s an extremely dumb idea, but he’s a famously stupid person.
and naturally, he doesn't know what the term "de-duplication" means. Definitionally, the actual identity of the person MUST be unique, otherwise you're going to somehow return two rows, when you call one, which is functionally impossible given how a DB is designed.
in this case you would just overwrite the existing row, you wouldn’t use de-duplication because it would do the opposite of what you wanted in that case.
... That's what I said, you'd just update the row, i.e. replace the existing data, i.e. overwrite what's already there
Definitionally, the actual identity of the person MUST be unique, otherwise you’re going to somehow return two rows, when you call one, which is functionally impossible given how a DB is designed.
... I don't think you understand how modern databases are designed
… That’s what I said, you’d just update the row, i.e. replace the existing data, i.e. overwrite what’s already there
u were talking about not keeping historical data, which is one of the proposed reasons you would have "duplicate" entries, i was just clarifying that.
… I don’t think you understand how modern databases are designed
it's my understanding that when it comes to storing data that it shouldn't be possible to have two independent stores of the exact same thing, in two separate places, you could have duplicate data entries, but that's irrelevant to the discussion of de-duplication aside from data consolidation. Which i don't imagine is an intended usecase for a DB. Considering that you literally already have one identical entry. Of course you could simply make it non identical, that goes without saying.
Also, we're talking about the DB used for the social security database, not fucking tigerbeetle.
Ssn being unique isnt a dumb idea, its a very smart idea, but due to the us ssn format its impossible to do. Hence to implement the idea you need to change the ssn format so it is unique before then.
Also, elons remark is stupid as is. Im sure the row has a unique id, even if its just a rowid column.
Also, elons remark is stupid as is. Im sure the row has a unique id, even if its just a rowid column.
even then, i wonder if there's some sort of "row hash function" that takes a hash of all the data in a single entry, and generates a universally unique hash of that entry, as a form of "global id"
Billionaires are stealing our dollars, tax or otherwise.
If there are timestamped records for things like name changes then you'd get "duped" SSNs
He could also refer to the mere possibility of having duplicates which does not mean there are duplicates. And even then it could be by accident. Of course db design could prevent this. But I guess he is inflating the importance of this issue.
The statement "this [guy] thinks the government uses SQL" demonstrates a complete and total lack of knowledge as to what SQL even is. Every government on the planet makes extensive and well documented use of it.
The initial statement I believe is down to a combination of the above and also the lack of domain knowledge around social security. The primary key on the social security table would be a composite key of both the SSN and a date of birth—duplicates are expected of just parts of the key.
If he knew the domain, he would know this isn't an issue. If he knew the technology he would be able to see the constraint and following investigation, reach the conclusion that it's not an issue.
The man continues to be a malignant moron
The initial statement I believe is down to a combination of the above and also the lack of domain knowledge around social security. The primary key on the social security table would be a composite key of both the SSN and a date of birth—duplicates are expected of just parts of the key.
Since SSNs are never reused, what would be the purpose of using the SSN and birth date together as part of the primary key? I guess it is the one thing that isn't supposed to ever change (barring a clerical error) so I could see that as a good second piece of information, just not sure what it would be adding.
Note: if duplicate SSNs are accidentally issued my understanding is that they issue a new one to one of the people and I don't know how to find the start of the thread on twitter since I only use it when I accidentally click on a link to it.
https://www.ssa.gov/history/hfaq.html
Q20: Are Social Security numbers reused after a person dies?
A: No. We do not reassign a Social Security number (SSN) after the number holder's death. Even though we have issued over 453 million SSNs so far, and we assign about 5 and one-half million new numbers a year, the current numbering system will provide us with enough new numbers for several generations into the future with no changes in the numbering system.
Because SQL is everywhere. If Musk knew what it was, he would know that the government absolutely does use it.
"The government" is multiple agencies and departments. There is no single computer system, database, mainframe, or file store that the entire US goverment uses. There is no standard programming language used. There is no standard server configuration. Each agency is different. Each software project is different.
When someone says the government doesn't use sql, they don't know what they are talking about. It could be refering to the fact that many government systems are ancient mainframe applications that store everything in vsam. But it is patently false that the government doesn't use sql. I've been on a number of government contracts over the years, spanning multiple agencies. MsSQL was used in all but one.
Furthermore, some people share SSNs, they are not unique. It's a common misconception that they are, but anyone working on a government software learns this pretty quickly. The fact that it seems to be a big shock goes to show that he doesn't know what he is doing and neither do the people reporting to him.
Not only is he failing to understand the technology, he is failing to understand the underlying data he is looking at.
Because a simple query would have shown that SSN was a compound key with another column (birth date, I think), and not the identifier he thinks it is.
As a data engineer for the past 20+ years: There is absolutely no fucking way that the us gov doesnt use sql. This is what shows that he’s stupid not only in sql but in data science in general.
Regarding duplications: its more nuanced than those statements each side put. There can be duplications in certain situations. In some situations there shouldnt be. And I dont really see how duplications in a db is open to fraud.
Because of course the government uses SQL. It's as stupid as saying the government doesn't use electricity or something equally stupid. The government is myriad agencies running myriad programs on myriad hardware with myriad people. My damned computers at home are using at least 2-3 SQL databases for some of the programs I run.
SQL is damn near everywhere where data sets are found.
Musk's statement about the government not using SQL is false. I worked for FEMA for fourteen years, a decade of which was as a Reports Analyst. I wrote Oracle SQL+ code to pull data from a database and put it into spreadsheets. I know, I know. You're shocked that Elon Musk is wrong. Please remain calm.
Elon Musk is the walking talking embodiment of the Dunning-Kruger effect.
100%
What's fascinating is you can take pretty much ANY topic, beside scamming at scale because there he truly is a master, you have some knowledge about and see very fast that he has no fucking clue. From engineering to video game, the guy has no idea. Sure his entourage, paid or not, might actually be World expert about said topic, but not him. So obvious.
Its because the comments he made are inconsistent with common conventions in data engineering.
Basically what he said is ~~incoherent~~ inconsistent with typical practices among data engineers ~~to anybody who has worked with larger data.~~
In terms of using SQL, it's basically just a more reliable and better Excel that doesn't come with a default GUI.
If you need to store data, It's almost always best throw it into a SQLite database Because it keeps it structured. It's standardised and it can be used from any programming language.
However, many people use excel because they don't have experience with programming languages.
Get chatGpt to help you write a PyQT GUI for a SQLite database and I think you would develop a high level understanding for how the pieces fit together
Edit: @zalgotext made a good point.
To oversimplify, there are two basic kinds of databases: SQL (Structured Query Language, usually pronounced like "sequel" or spelled aloud) and noSQL ("Not Only SQL").
SQL databases work as you'd imagine, with tables of rows and columns like a spreadsheet that are structured according to a fixed schema.
NoSQL includes all other forms of databases, document-based, graph-based, key-value pairs, etc.
The former are highly consistent and efficient at processing complicated queries or recording transactions, while the latter are more flexible and can be very fast at reads/writes but are harder to keep in sync as a result.
All large orgs will have both types in use for different purposes; SQL is better for banking needs where provable consistency is paramount, NoSQL better for real-time web apps and big data processing that need minimal response times and scalable capacity.
That Musk would claim the government doesn't use SQL immediately betrays him as someone who is entirely unfamiliar with database administration, because SQL is everywhere.