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How-to use the Kaggle API in Python
2020-11-22 20:29:27 UTC
https://youtu.be/DgGFhQmfxHo
DgGFhQmfxHo
UCv83tO5cePwHMt1952IVVHw
DgGFhQmfxHo-t454.0
If you have any questions, let me know in the comments below.
454
478
How-to use the Kaggle API in Python
2020-11-22 20:29:27 UTC
https://youtu.be/DgGFhQmfxHo
DgGFhQmfxHo
UCv83tO5cePwHMt1952IVVHw
DgGFhQmfxHo-t457.0
457
478
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t0.0
In this video, we are going to explore how we can put together a pretty simple API using Flask.
0
13.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t8.24
Now, what we're going to do is go through and build essentially what you can see here. So,
8.24
19.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t13.68
all of this code here is a single API. We're not going to go through all of it in this one video,
13.68
23.12
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t20.56
but we're going to go through the essentials and we're going to
20.56
29.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t23.12
step by step put an API together that is very similar to this.
23.12
37.12
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t29.84
Now, what this API is doing is pulling information from these two CSV files and either
29.84
43.2
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t37.68
presenting that information to us, that data, allowing us to modify, allowing us to add new entries
37.68
54.48
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t43.2
or allowing us to delete it. So, we get to use get, post, put and delete methods. Now, if you are
43.2
60.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t54.480000000000004
following along with this tutorial, you'll probably want this data so you can get it using
54.48
67.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t61.2
this code over here. So, over here we have, I'll make sure there's a link to this in the description
61.2
74.24
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t67.84
so you can get it. All we're doing is downloading the code or those two data files from here
67.84
81.76
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t75.2
and then storing it in a local directory. I mean, you can change that directory to whatever you
75.2
93.04
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t81.76
want, of course. Inside those two files, we have locations here, which is just a list of,
81.76
101.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t93.04
I think these are actually real coffee cafes, but I put this, I made this CSV quite a long time ago,
93.04
106.48
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t101.44000000000001
so I'm not 100% sure. Then over here, we just have some made up user data as well.
101.44
113.92
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t108.32000000000001
And the end result will be something like this. So, this is a program called Insomnia. I'll leave
108.32
119.28
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t113.92
a download link to that in the description, but it just allows us to send API requests very easily.
113.92
126.48
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t119.28
So, I'm going to send an API request to this address here, which is the API I just showed you.
119.28
133.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t127.12
And it's a user's endpoint. We will have two endpoints, which are essentially just separations
127.12
140.8
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t133.68
of the API. So, users and that's going to return all the user's data. And then we also have locations.
133.68
146.4
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t143.2
And we'll send that as well. And we return all the locations.
143.2
151.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t146.4
Now, we're going to start from scratch. And the first thing that we'll need to do is import
146.4
157.76
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t151.44
everything we need. So, we will need to import Flask. So, from Flask, import Flask.
151.44
167.92
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t159.6
We'll also need to import Flask RESTful. So, this is another Flask library that gives us a few
159.6
180.96
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t167.92
very useful tools for building an API. So, right from Flask RESTful, import resource API and rec
167.92
192.72
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t180.95999999999998
pass. Now, specific to what we're doing here, we will also want to import pandas and import AST.
180.96
200
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t192.72
Now, you will probably have to pip install these as well. So, the pip for those is pip install Flask
192.72
209.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t200.0
and Flask RESTful. Nothing weird there. All right. So, the first thing we need to do is initialize
200
217.52
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t209.84
our Flask app and then initialize our Flask API. So, we do that. So, this is typical Flask here.
209.84
230.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t217.52
So, we write Flask name and then the API is API equals API app. Okay. Super easy. Now,
217.52
236.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t231.84
we already touched on it, but our app is going to have two different endpoints.
231.84
242.56
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t237.28
So, we're going to have the users endpoints and we're also going to have the locations.
237.28
249.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t242.56
Endpoints. And we're going to go through building the users endpoint, but you'll be able to find the
242.56
256.64
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t249.68
code for both of those in the description. But the way that we separate both of these is we use a
249.68
263.92
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t256.64
class object. So, we're going to create our use class first. So, we write class users. And then
256.64
273.28
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t263.92
to initialize this as an endpoint for our API, we actually need to pass the resource object into it.
263.92
281.92
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t274.24
That will inherit the resource object and expose it to different like HTTP requests like get,
274.24
290.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t281.92
post and so on. For now, we're not going to add anything in there, but to make it easier,
281.92
301.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t290.08
we need to write API add resource. And then we need to specify the web address of this or the,
290.08
312.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t303.44
or the, it's almost like a page of a web address that the resource or endpoint will be.
303.44
320.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t312.08
So, we'll say users, which is our class and then the actual endpoint location, which is users.
312.08
329.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t320.08
Okay. So, this is saying I want you to map the class users here to this place in our API.
320.08
338.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t330.47999999999996
So, our web address. So, if for example, the user is a user, then we're going to pass the
330.48
347.2
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t338.08
API. So, our web address. So, if for example, the API was located at, let's say, API.com,
338.08
357.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t348.24
this resource would be located at API.com slash users. Okay. And we'll also create another one,
348.24
363.52
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t357.68
although we're not going to fill it out in this video, that will be called locations.
357.68
371.76
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t363.52
So, again, exactly the same thing. Yeah. Resource, we'll just pass for now and we'll copy that
363.52
388.56
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t372.47999999999996
and do the same for locations. Okay. Now, that's sort of the structure or the very high level
372.48
398.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t388.56
structure of our API itself. So, what I like to do is whilst we are building or writing the code
388.56
405.04
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t398.08
for our API, I like to also test it as we go along. I think it makes things a lot easier.
398.08
414.88
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t405.6
So, to run our API, we need to write this. If name is equal to main,
405.6
424.56
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t414.88
we write app.run. Okay. It's that easy. And now what we can do is just press the execute button up here.
414.88
438.96
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t429.12
Okay. Okay. So, we got this error because I, okay, I don't know why I did that. So, this is,
429.12
448.88
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t438.96
this needs to be the class, not a string of the class. Okay. So, now let's run that again.
438.96
454.48
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t448.88
It should work. Okay. So, we get this. This is a development server. Do not use it in production
448.88
459.6
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t454.47999999999996
environment. That's fine because we're just testing it. And then we can see this is running
454.48
466.48
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t460.24
at this address. Okay. So, if we take this, we'll copy it and we're going to take it over into
460.24
478.4
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t466.48
Insomnia. Okay. And I'll just clear everything that I was doing before. And we'll go into here.
466.48
485.52
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t478.40000000000003
Okay. And if we send this, we won't return anything yet. So, we'll just get this not found.
478.4
496.8
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t485.52
But if we go to users, we should at least return this internal server error. So, this means that,
485.52
502.8
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t496.79999999999995
okay, we are not getting anything back because there's an error on server side. So, in our API,
496.8
510.24
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t503.59999999999997
but there is something there. So, before when we just had this, so remember we have those two
503.6
515.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t510.24
endpoints. We're not actually using the base URL. So, there's not actually anything there.
510.24
521.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t516.64
We get this not found because there just isn't anything there. But if we type in the locations
516.64
528.8
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t521.6800000000001
or users, we will return this internal server error. Now, we're getting this because we haven't
521.68
535.2
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t528.8
written any code. So, it doesn't know what to do when we send that request. So, let's go back to
528.8
545.92
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t535.2
our code and we'll start writing something. So, first thing I want to do is we'll define a get
535.2
556.72
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t545.9200000000001
request. So, write find get bus self. And in here, what I want to do is load the users CSV. So,
545.92
564.56
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t556.72
to get that, I'm going to write users path.
556.72
575.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t570.5600000000001
So, this is the specific directory that I have stored my users data.
570.56
585.12
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t575.44
Of course, it might be different for you.
575.44
590.08
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t585.12
And what I'm going to do is down here, I'm going to use pandas to just read in that data. Whenever
585.12
597.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t590.08
I call this get request, I'm going to read it in. So, this is very similar to if we, for example,
590.08
603.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t597.6800000000001
had a database on a server somewhere. When the API gets a request, it would read that data quickly.
597.68
611.36
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t603.68
And return it to us. So, this is a very simple version of that. So, I'm going to do data equals
603.68
618.24
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t611.3599999999999
pd.read CSV. And we just go users path. And hopefully that's the right path. I think it is.
611.36
629.52
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t619.8399999999999
We can see. So, I come up to here. Yes, we have data. So, I guess that should be fine.
619.84
637.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t629.52
Yes, that should be fine. Users CSV. Cool. And then what we want to do, we can't pass a
629.52
645.2
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t638.4
we can't pass a pandas, a data frame object through an API. So, we need to convert this
638.4
653.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t645.1999999999999
into a dictionary. So, write data.toDate. Now, what we want to do is return. We want to return
645.2
659.6
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t653.84
the data. So, we're going to write data, which is equal to data, our dictionary. And we're going to
653.84
668.4
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t659.6
return the 200 code, which means the API request was successful. Here's your data. Okay, I'll save that.
659.6
677.12
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t671.2
And I believe it should, should update automatically. Let me check.
671.2
682.4
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t677.12
So, come over here. Let's send that again to users.
677.12
687.44
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t684.5600000000001
Okay, no. So, I think we need, we need to restart the API.
684.56
692
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t690.96
So, come over here.
690.96
700.88
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t695.52
Here, I'm just going to control C and run it again.
695.52
709.68
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t700.88
Now, you can, you can turn debug mode on. So, I think that will automatically reload everything.
700.88
715.84
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t710.48
So, to let's do that first. So, down here in app run, we're just going to set debug
710.48
723.76
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t716.8
equals true. Save that. I'm going to press control C down here and execute again.
716.8
731.04
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t723.76
And now, when we make changes, it should reload automatically.
723.76
736.16
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t733.36
So, come over here. Let's send that request again.
733.36
741.6
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t738.24
Now, we see user path is not defined. So,
738.24
753.2
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t741.6
see why that is wrong. So, it's user's path. So, I'll save that and that should reload automatically.
741.6
763.36
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t756.0
Let's try again. Okay, perfect. So, now we get a 200 response there. We get all of our users data.
756
766.88
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t763.36
Okay, so we're just returning that data frame in addition to the data frame.
763.36
774
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t766.88
Okay, cool. So, that's how get requests. Let's move on to, let's put requests, I think. So,
766.88
783.52
API Series #2 - Building an API with Flask in Python
2021-10-07 14:52:32 UTC
https://youtu.be/MF75aNH3Gjs
MF75aNH3Gjs
UCv83tO5cePwHMt1952IVVHw
MF75aNH3Gjs-t774.0
adding more data. Okay, so this time, what we're going to need to do is, so using post request,
774
790.24