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[Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio allows you to prototype your web apps in notebooks, which allow you to iterate really fast. However, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. **In the below tutorial, we show you how you can use `nbdev` to auto-generate this app directly from a notebook, so you don't have to waste time refactoring code!** +[Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio allows you to prototype your web apps in notebooks which allow you to iterate fast. However, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. **In the below tutorial, we show you how you can use `nbdev` to auto-generate this app directly from a notebook, so you don't have to waste time refactoring code!** ## 1. Create a Gradio-enabled Space on Hugging Face @@ -53,7 +53,7 @@ def size(repo:str): return f'{gb:.2f} GB' ``` -`size` take as an input a [Hugging Face Dataset](https://huggingface.co/docs/datasets/index) repo and returns the total size in GB of the data. +`size` takes as an input a [Hugging Face Dataset](https://huggingface.co/docs/datasets/index) repo and returns the total size in GB of the data. For example, we can check the size of [tglcourse/CelebA-faces-cropped-128](https://huggingface.co/datasets/tglcourse/CelebA-faces-cropped-128) like so: From 5efbf4cefd968c1e9d9912cc75f2815680caac50 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 13:57:33 -0800 Subject: [PATCH 03/11] fix nits --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index 45e0e12e7..029206429 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -149,7 +149,7 @@ Notice how the contents of app.py only contains the exported cells from this not ### Fill out `requirements.txt` -You must supply a requirements.txt file so the Gradio app knows how to build your dependencies. In this example, the only dependency other than Gradio is `fastcore`. You don't need to specify Gradio itself as a dependency in `requirements.txt`, so our `requirements.txt` file has only one dependency: +You must supply a `requirements.txt` file so the Gradio app knows how to build your dependencies. In this example, the only dependency other than Gradio is `fastcore`. You don't need to specify Gradio itself as a dependency in `requirements.txt`, so our `requirements.txt` file has only one dependency: ```python From 2ed4b5417b1c77f08821579f3cdf682b5035b368 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 14:10:21 -0800 Subject: [PATCH 04/11] fix nits --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index 029206429..622d56bb3 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -114,7 +114,7 @@ nb_export('app.ipynb', lib_path='.', name='app') ### Understanding what is generated -Notice how the contents of app.py only contains the exported cells from this notebook: +Notice how the contents of app.py only contain the exported cells from this notebook: ```python From 21e5ae3d298c6867ad70fff5b7eb26a55cd79c96 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 16:40:17 -0800 Subject: [PATCH 05/11] fix nits --- nbs/blog/posts/2022-11-10-spaces/app.py | 21 +++++ .../posts/2022-11-10-spaces/final_app.png | Bin 0 -> 44809 bytes nbs/blog/posts/2022-11-10-spaces/index.qmd | 79 ++++++++++++------ 3 files changed, 73 insertions(+), 27 deletions(-) create mode 100644 nbs/blog/posts/2022-11-10-spaces/app.py create mode 100644 nbs/blog/posts/2022-11-10-spaces/final_app.png diff --git a/nbs/blog/posts/2022-11-10-spaces/app.py b/nbs/blog/posts/2022-11-10-spaces/app.py new file mode 100644 index 000000000..607697191 --- /dev/null +++ b/nbs/blog/posts/2022-11-10-spaces/app.py @@ -0,0 +1,21 @@ +# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. + +# %% auto 0 +__all__ = ['iface', 'size'] + +# %% app.ipynb 6 +import gradio as gr +from fastcore.net import urljson, HTTPError + +# %% app.ipynb 8 +def size(repo:str): + "Returns the size in GB of a HuggingFace Dataset." + url = f'https://huggingface.co/api/datasets/{repo}' + try: resp = urljson(f'{url}/treesize/main') + except HTTPError: return f'Did not find repo: {url}' + gb = resp['size'] / 1e9 + return f'{gb:.2f} GB' + +# %% app.ipynb 12 +iface = gr.Interface(fn=size, inputs=gr.Text(value="tglcourse/CelebA-faces-cropped-128"), outputs="text") +iface.launch(height=450, width=500) diff --git a/nbs/blog/posts/2022-11-10-spaces/final_app.png b/nbs/blog/posts/2022-11-10-spaces/final_app.png new file mode 100644 index 0000000000000000000000000000000000000000..2a3185fcdbbf8a0cb60a782b28f89e223ae5a984 GIT binary patch literal 44809 zcmZU)19WA});1h<&`CPBopfy5w(X>2+qP{x>7ZlVPN!q+*fzd>&U??jXZ-)Ju}0Ne zRkJXwcCDIoJx_#!oH+bf?5`joAn=kBB1#}2V2mIjpq0>&z$Y){Xve@C1506H1xaCH zLIp=VGfQhz5D>})mw0(;Fh$g%nRK#60VLW&EjXk(p#d?$f)qbuFbpHfeOp{va6AHl zNUN2iR{`6vuWL=Vidli(fv$R9aX{X|^N5i>J!~#p3n2SmA~oVhEnrZjyi8?_TLz0MC;6Rv zZ5ohk{~qI)@Xg6UC-jH_bfBYjiu0JwD-DVVI zlEHm3iBLBX7~xqT{N72by8iMA&#hSj39;qh{ewc909+la=|Gqwi}Oq9W55J=X~yb| zX-R2g=f1K{>VUu}%3)oj|0$w{DyLta!zNeJb6juDH4M$YQSO6sVlhzVYNi^JX0oy% z-+^gp5YRA75C~uj6nJ3+FAxy$#840@V2ljBMDoG@$pvG~2mdDxTKQK&L1ke{NnosO z>}YCg>ttc)eDgvZ4y@|8rHY2LhO7*iv7HT_p^2T5DV@8G{a+#=Jnme;q>ZVwA)&jC zwXGAEJ1_CyCAfg;zaG;Q6aHPq*@~A~Lso%M*v`?Ekd2Okj)9o(D68=@Mp^=@7GcPgmUk&~D_kaB~b+`OqOSVq`85VGW^nc~hGtx28 z|F>?SD9>L{xfCqjO|3OWENy`50k*-%!oLCNoT(Q&CGv<|DE|CK_2?QM*c5N{GXctehSnx-&Y>`|IQiT*UbHRcMuQ( z5J?e16?f1xT_^(;QIuS11fm$d;zx3@@06lk^Hqd|l;!0beJ@p?^pxcqy?XV;YAO&z zLgJD05Q+(#USYukC;VHTYZDz4x{ffC5(emwug#af+#TH9+^@MsB5hoj#bQVb5U8M{ z0)IsTLZJc*M*a0dYNj={#QD&aV3GcRM&Z8P&;T!6aYNhz4HGC0T$=ajRNra zS#10GO@#*)fg4N;!IkB1QvX;G*oOan5MB&V7J&-IFrJwU)juPQ6d)4p)kRj8_+GQ5 z^543EqsqW6`QH$cD3hTzWTH7cn424^EQil6ty&55pD=~4e#R^$*+y#*d;u*X5QfHY zcEI+$ZerCzRCr+w-ZsQ3qu9V~355m2`1)Qh7oC*9qy$uU6fCH?0OA+O5G4TthJ*nJ zL-t(t>cvG;DM>zQ%ZjlT>#Bi%D#~EPuajo0uq2*ZT3<`ZDZct*v8piJ0YpX3GlUZu z@3N2P$K^88qkmS$0kx&G4GjSis-z&nQ9??l@Iwl@q@)Br57G8oX_C5 znTX-wERptF5p)gXqy9^2_5~#VIgFU;#f@be-xC}Q*wt5|$l;aJRZ{yQ!o(cclpB&q zp}|r5;oyu_G}1dePbOImHwCCIWw?EzX(sE5(sUJLbZ)Vm?CMmK{8P4>9#|0HD?@BOpWNU9VKQ>>hP-~e$f zco{%*-l1_k3D3fhYwK*e>$QCxrME%Gi0>nG!e+1K%D0V#ua{b>f-O=a-BKDJKCWb| zv+l~}Zck*h#+ZVP{7|w?MR1a&hsmE)b`yy~FZb)mQZcjn^!&+E)k0OWsE?7cak<%4 zCXb=^;nV4-ru;}O!6Wzk^N+f!K+Pt4ihF9UCQ4mTOK>SUxzha!_14J5FdoX88h@Ib zI@Ok3ZD+urpC5Loj8S(VyP$aKqwI~MhQw*TPUqBb(SGuD?JRS=S9h%48yT2Mf8<}Sg>Z9tQPPN9Ei@D_wh{R{ zVgO@I34t0!H1VH815sw-RrtryDi!W{tlf7od~Pn6sXvdfRRTYMsCPtsXt1X?pTB+Q zO-L&nSFKdM^aVdUrROin;coVdaQNti{Dw8my{+=%eIm|B&1n1PzWUP;T=x0NID&ci zx3en7(&+Yj%y8RrN8vXQu=i;a$zE{p!)!{ek1<&8Hwwh@Ej>)MWsy&^12OT*t9iV6#l&sG}W%#Bwa+wA?0=Cu

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zg#Arl{VAcDR<)r z#84#}{<0&hs;lL6b-n)2$9ec=6>U>aidetDTmMU+l=<&o>SwXz+ylV>k)S20Y&o9Z z*g!f$v0MJm0)y*0TEyHm-a^M&Zms*KRug&4O$?oL4GVLw$thu!fSg(46JA_lp_NEAI>(LhImECHIx&LYIpW*% ztnR7|v@nID5O<_Yka;?*W+6uKRgf7{xEK-GTc0>;^hqqzYle#{Uqvl10}qj_gcd3G z+K+6O^jFO;em7!3>H6FjU)tdr`y*C4!V$|_=>1V)Bywn z>Q)0;>NiuoDh5d1`ZuS1?H6Bdtu9~UWtMzJUJU(9cQi*mc6#1%Cy@M(B0#^X2V#j6 z=y!PE=CLzsz|I3Cdvfow@8m6ghoHA8oDvxY7C(tcW+$2YOv{7G`NgOE`FDQ>IUKWo z3)o>mUU8V@>)pU^M{9_QiGphsFrR(3cN+G2UjbWZmEm4Y3|FRMHZC>ii^6^l;{Af0 zcL|gsRcJoCvNLg4Zz> zkW{E$l~xMp23oII07w>qkWu6;^3nB128&Djiub2a&pl+h&Of6GfQWIWl3f6xBmUz{ z|NkBYD2uG`>@ZWKBAK4yExz>OtS}~)!1WEXul}Z8NFnup5_5}<&q}AsEgC`RoSR#b z2)vO4Agg!i3dM%Tq0y=LNIK%Nqy&YuRTV0bcET6kL%HSqgY_r|3`|aj;Ps8@!BEn{ z?gMY?AE?O8J>E9~DCb?3c?t*Br&K9}-CTI(uS-o|{ERbGb;^O(#=n)Y^nPrEyX@mF zwc0Z4+#FvrG{l3s{m$NO(;XWllR_FW(cOhn+0SAlNSe3UPoTy&QuEw01Ub-4V3DJ- wc;=AV*#RrCgkF77A Gradio app that shows the size of a HF Dataset.](final_app.png)](https://huggingface.co/spaces/hamel/hfspace_demo) + +_The above app allows you to lookup the size, in GB of any [Hugging Face Dataset](https://huggingface.co/docs/datasets/index), using the [Hugging Face Datasets Server API](https://huggingface.co/docs/datasets-server/index)._ + + +Authoring your spaces in notebooks offers a number of benefits such as the ability to: + +- Document your code (with `quarto` or `nbdev`) +- Prototype and author your code +- Test your code (with `nbdev_test`) + +... All from the same environment! -[Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio allows you to prototype your web apps in notebooks which allow you to iterate fast. However, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. **In the below tutorial, we show you how you can use `nbdev` to auto-generate this app directly from a notebook, so you don't have to waste time refactoring code!** ## 1. Create a Gradio-enabled Space on Hugging Face @@ -19,7 +36,7 @@ The first step is to create a space and select the appropriate sdk (which is Gra ![create a Hugging Face Space](create_space.png) -After you are done creating the space, **clone the repo per the instructions provided in the app.** +After you are done creating the space, clone the repo locally. In this example, I ran the command `git clone https://huggingface.co/spaces/hamel/hfspace_demo`. ## 2. Create A Notebook @@ -28,9 +45,9 @@ To follow along, create a notebook called `app.ipynb` in the root of your newly ## 3. Make an app with Gradio -Below, we will create a [gradio](https://gradio.app/) app in a notebook and show you how to deploy it to [Hugging Face Spaces](https://huggingface.co/docs/hub/spaces). +Below, I will create a [gradio](https://gradio.app/) app in a notebook and show you how to deploy it to [Hugging Face Spaces](https://huggingface.co/docs/hub/spaces). -First, lets specify the libraries we need, which in this case are `gradio` and `fastcore`: +First, lets import the libraries we need, which in this case are `gradio` and `fastcore`: ```python @@ -55,7 +72,7 @@ def size(repo:str): `size` takes as an input a [Hugging Face Dataset](https://huggingface.co/docs/datasets/index) repo and returns the total size in GB of the data. -For example, we can check the size of [tglcourse/CelebA-faces-cropped-128](https://huggingface.co/datasets/tglcourse/CelebA-faces-cropped-128) like so: +For example, I can check the size of [tglcourse/CelebA-faces-cropped-128](https://huggingface.co/datasets/tglcourse/CelebA-faces-cropped-128) like so: ```python @@ -91,7 +108,7 @@ iface.launch(height=450, width=500) ![](gradio_local.png) -Note how running the `launch()` method in a notebook runs a webserver in the background. Below, we call the `close()` method to close the webserver. +Note how running the `launch()` method in a notebook runs a webserver in the background. Below, I call the `close()` method to close the webserver. ```python @@ -117,33 +134,39 @@ nb_export('app.ipynb', lib_path='.', name='app') Notice how the contents of app.py only contain the exported cells from this notebook: + ```python !cat app.py ``` +:::{.cell-output} - # AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. +```python +# AUTOGENERATED! DO NOT EDIT! File to edit: app.ipynb. - # %% auto 0 - __all__ = ['iface', 'size'] +# %% auto 0 +__all__ = ['iface', 'size'] - # %% app.ipynb 6 - import gradio as gr - from fastcore.net import urljson, HTTPError +# %% app.ipynb 6 +import gradio as gr +from fastcore.net import urljson, HTTPError - # %% app.ipynb 8 - def size(repo:str): - "Returns the size in GB of a HuggingFace Dataset." - url = f'https://huggingface.co/api/datasets/{repo}' - try: resp = urljson(f'{url}/treesize/main') - except HTTPError: return f'Did not find repo: {url}' - gb = resp['size'] / 1e9 - return f'{gb:.2f} GB' +# %% app.ipynb 8 +def size(repo:str): + "Returns the size in GB of a HuggingFace Dataset." + url = f'https://huggingface.co/api/datasets/{repo}' + try: resp = urljson(f'{url}/treesize/main') + except HTTPError: return f'Did not find repo: {url}' + gb = resp['size'] / 1e9 + return f'{gb:.2f} GB' + +# %% app.ipynb 12 +iface = gr.Interface(fn=size, inputs=gr.Text(value="tglcourse/CelebA-faces-cropped-128"), outputs="text") +iface.launch(height=450, width=500) - # %% app.ipynb 12 - iface = gr.Interface(fn=size, inputs=gr.Text(value="tglcourse/CelebA-faces-cropped-128"), outputs="text") - iface.launch(height=450, width=500) +``` +::: @@ -153,10 +176,12 @@ You must supply a `requirements.txt` file so the Gradio app knows how to build y ```python -!cat requirements.txt +%%writefile requirements.txt +fastcore ``` - fastcore + Writing requirements.txt + _Note: you may want to add operating system dependencies in addition to python dependencies. You can do this via a `packages.txt` file as [documented here](https://huggingface.co/docs/hub/spaces-dependencies#adding-your-own-dependencies)._ @@ -175,5 +200,5 @@ After a couple of minutes, you will see your app published! This app is publish # Shameless Plug: [nbdev](https://nbdev.fast.ai/blog/posts/2022-07-28-nbdev2/) -Hopefully you felt something magical while doing this example. Even though the target application required you to write a python script (`app.py`), you didn't have to refactor your script from a notebook! We believe that you shouldn't have to refactor your code and switch contexts even when creating python packages! If this intrigues you, check out [nbdev](https://nbdev.fast.ai/blog/posts/2022-07-28-nbdev2/) +Hopefully you felt something magical while doing this example. Even though the target application required you to write a python script (`app.py`), you didn't have to refactor your script from a notebook! I believe that you shouldn't have to refactor your code and switch contexts even when creating python packages! If this intrigues you, check out [nbdev](https://nbdev.fast.ai/blog/posts/2022-07-28-nbdev2/) From dcec94f453815dda522afe9c7bbac1fb38861bdd Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 16:48:06 -0800 Subject: [PATCH 06/11] fix nits --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 8 ++++---- nbs/styles.css | 7 ++++++- 2 files changed, 10 insertions(+), 5 deletions(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index e9fd41a6f..7ea18f498 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -24,7 +24,7 @@ _The above app allows you to lookup the size, in GB of any [Hugging Face Dataset Authoring your spaces in notebooks offers a number of benefits such as the ability to: - Document your code (with `quarto` or `nbdev`) -- Prototype and author your code +- Prototype and author your code (with `nbdev.export.export_nb`) - Test your code (with `nbdev_test`) ... All from the same environment! @@ -32,7 +32,7 @@ Authoring your spaces in notebooks offers a number of benefits such as the abili ## 1. Create a Gradio-enabled Space on Hugging Face -The first step is to create a space and select the appropriate sdk (which is Gradio in this example), per [these instructions](https://huggingface.co/docs/hub/spaces-overview#creating-a-new-space): +The first step is to create a space and select the appropriate sdk (which is Gradio in this example), according to [these instructions](https://huggingface.co/docs/hub/spaces-overview#creating-a-new-space): ![create a Hugging Face Space](create_space.png) @@ -86,7 +86,7 @@ size("tglcourse/CelebA-faces-cropped-128") -You can construct a simple UI with the `gradio.interface` and then call the `launch` method of that interface to display a preview in a notebook. This is a great way to test your app to see if it works +You can construct a simple UI with the `gradio.interface` and then call the `launch` method of that interface to display a preview in a notebook. This is a great way to test your app to see if it works: ```python @@ -121,7 +121,7 @@ iface.close() ## 4. Convert This Notebook Into A Gradio App -In order to host this code on Hugging Faces spaces, you will export parts of this notebook to a script named `app.py`. As a reminder, this is what the special `#|export` comment that you have seen in cells above do! You can export code from this notebook like so: +In order to host this code on Hugging Face Spaces, you will export parts of this notebook to a script named `app.py`. As a reminder, this is what the special `#|export` comment that you have seen in cells above do! You can export code from this notebook like so: ```python diff --git a/nbs/styles.css b/nbs/styles.css index ba17c8d4e..54a9c7c92 100644 --- a/nbs/styles.css +++ b/nbs/styles.css @@ -49,4 +49,9 @@ blockquote > pre { .quarto-figure-center > figure > figcaption { text-align: center; -} \ No newline at end of file +} + +.figure-caption { + font-size: 75%; + font-style: italic; +} From da0d3dcd6fc31862a0ee3de06a13797deb1985a2 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 16:51:44 -0800 Subject: [PATCH 07/11] fix nits --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 3 +-- 1 file changed, 1 insertion(+), 2 deletions(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index 7ea18f498..949fc49da 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -11,8 +11,7 @@ skip_showdoc: true ![Image created with Stable Diffusion from [this space](https://huggingface.co/spaces/stabilityai/stable-diffusion)](blog_cover.jpeg) -[Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio allows you to prototype your web apps in notebooks which allow you to iterate fast. However, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. - +[Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio also, allows you to prototype your web apps in notebooks which allow you to iterate fast. Unfortunately, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. However, **thanks to [nbdev](https://nbdev.fast.ai) you can deploy a Gradio app to Spaces from a notebook without having to refactor your code into a script!**, When you finish this tutorial, you will have an app that looks like this: From 84af5167056562f3b011a8b15cac1dead484880e Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 17:02:25 -0800 Subject: [PATCH 08/11] fix nit --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index 949fc49da..7fc169b88 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -13,7 +13,7 @@ skip_showdoc: true [Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio also, allows you to prototype your web apps in notebooks which allow you to iterate fast. Unfortunately, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. -However, **thanks to [nbdev](https://nbdev.fast.ai) you can deploy a Gradio app to Spaces from a notebook without having to refactor your code into a script!**, When you finish this tutorial, you will have an app that looks like this: +However, **thanks to [nbdev](https://nbdev.fast.ai), you can deploy a Gradio app to Spaces from a notebook without having to refactor your code into a script!**, When you finish this tutorial, you will have an app that looks like this: [![A Gradio app that shows the size of a HF Dataset.](final_app.png)](https://huggingface.co/spaces/hamel/hfspace_demo) From bd0ea8c435884b7ec53a15b8a0a12f2cd5e81337 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 17:06:02 -0800 Subject: [PATCH 09/11] fix puncuation --- nbs/blog/posts/2022-11-10-spaces/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-10-spaces/index.qmd index 7fc169b88..45e992ddc 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-10-spaces/index.qmd @@ -13,7 +13,7 @@ skip_showdoc: true [Hugging Face Spaces](https://huggingface.co/spaces/launch) provides an easy ways to deploy a web app with python. [Gradio](https://gradio.app/) is one of my favorite tools for building these web apps. Gradio also, allows you to prototype your web apps in notebooks which allow you to iterate fast. Unfortunately, Hugging Face Spaces requires you to package your web application code as a python script named `app.py`. -However, **thanks to [nbdev](https://nbdev.fast.ai), you can deploy a Gradio app to Spaces from a notebook without having to refactor your code into a script!**, When you finish this tutorial, you will have an app that looks like this: +However, **thanks to [nbdev](https://nbdev.fast.ai), you can deploy a Gradio app to Spaces from a notebook without having to refactor your code into a script!** When you finish this tutorial, you will have an app that looks like this: [![A Gradio app that shows the size of a HF Dataset.](final_app.png)](https://huggingface.co/spaces/hamel/hfspace_demo) From c4cdc0cfb912042f8416851a8f010a2e9aace3a8 Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 17:07:37 -0800 Subject: [PATCH 10/11] fix date --- .../{2022-11-10-spaces => 2022-11-07-spaces}/app.py | 0 .../blog_cover.jpeg | Bin .../create_space.png | Bin .../final_app.png | Bin .../gradio_local.png | Bin .../index.qmd | 2 +- 6 files changed, 1 insertion(+), 1 deletion(-) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/app.py (100%) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/blog_cover.jpeg (100%) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/create_space.png (100%) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/final_app.png (100%) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/gradio_local.png (100%) rename nbs/blog/posts/{2022-11-10-spaces => 2022-11-07-spaces}/index.qmd (99%) diff --git a/nbs/blog/posts/2022-11-10-spaces/app.py b/nbs/blog/posts/2022-11-07-spaces/app.py similarity index 100% rename from nbs/blog/posts/2022-11-10-spaces/app.py rename to nbs/blog/posts/2022-11-07-spaces/app.py diff --git a/nbs/blog/posts/2022-11-10-spaces/blog_cover.jpeg b/nbs/blog/posts/2022-11-07-spaces/blog_cover.jpeg similarity index 100% rename from nbs/blog/posts/2022-11-10-spaces/blog_cover.jpeg rename to nbs/blog/posts/2022-11-07-spaces/blog_cover.jpeg diff --git a/nbs/blog/posts/2022-11-10-spaces/create_space.png b/nbs/blog/posts/2022-11-07-spaces/create_space.png similarity index 100% rename from nbs/blog/posts/2022-11-10-spaces/create_space.png rename to nbs/blog/posts/2022-11-07-spaces/create_space.png diff --git a/nbs/blog/posts/2022-11-10-spaces/final_app.png b/nbs/blog/posts/2022-11-07-spaces/final_app.png similarity index 100% rename from nbs/blog/posts/2022-11-10-spaces/final_app.png rename to nbs/blog/posts/2022-11-07-spaces/final_app.png diff --git a/nbs/blog/posts/2022-11-10-spaces/gradio_local.png b/nbs/blog/posts/2022-11-07-spaces/gradio_local.png similarity index 100% rename from nbs/blog/posts/2022-11-10-spaces/gradio_local.png rename to nbs/blog/posts/2022-11-07-spaces/gradio_local.png diff --git a/nbs/blog/posts/2022-11-10-spaces/index.qmd b/nbs/blog/posts/2022-11-07-spaces/index.qmd similarity index 99% rename from nbs/blog/posts/2022-11-10-spaces/index.qmd rename to nbs/blog/posts/2022-11-07-spaces/index.qmd index 45e992ddc..ddcb54e70 100644 --- a/nbs/blog/posts/2022-11-10-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-07-spaces/index.qmd @@ -1,6 +1,6 @@ --- author: Hamel Husain -date: 2022-11-10 +date: 2022-11-07 image: blog_cover.jpeg description: A demo of using nbdev with Hugging Face Spaces & Gradio. tags: [technical, "Hugging Face", gradio, Spaces] From 24c2f3ea326dc0700b9dc16baaf178457e617a5d Mon Sep 17 00:00:00 2001 From: Hamel Husain Date: Mon, 7 Nov 2022 17:12:14 -0800 Subject: [PATCH 11/11] fix nit --- nbs/blog/posts/2022-11-07-spaces/index.qmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/nbs/blog/posts/2022-11-07-spaces/index.qmd b/nbs/blog/posts/2022-11-07-spaces/index.qmd index ddcb54e70..3d74069c4 100644 --- a/nbs/blog/posts/2022-11-07-spaces/index.qmd +++ b/nbs/blog/posts/2022-11-07-spaces/index.qmd @@ -17,7 +17,7 @@ However, **thanks to [nbdev](https://nbdev.fast.ai), you can deploy a Gradio app [![A Gradio app that shows the size of a HF Dataset.](final_app.png)](https://huggingface.co/spaces/hamel/hfspace_demo) -_The above app allows you to lookup the size, in GB of any [Hugging Face Dataset](https://huggingface.co/docs/datasets/index), using the [Hugging Face Datasets Server API](https://huggingface.co/docs/datasets-server/index)._ +_The above app allows you to lookup the size of any [Hugging Face Dataset](https://huggingface.co/docs/datasets/index), using the [Hugging Face Datasets Server API](https://huggingface.co/docs/datasets-server/index)._ Authoring your spaces in notebooks offers a number of benefits such as the ability to: