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Tutorial 1 - Add JN for tutorial on first figure/subplot #10

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merged 19 commits into from
Nov 27, 2024

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jhtong33
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@jhtong33 jhtong33 commented Nov 11, 2024

This PR adds the Jupyter notebook tutorial for creating the first figure and subplots.
The purpose of this tutorial is to guide users through the basic plotting functionalities of PyGMT, with a focus on creating and configuring subplots.

The tutorial covers:

  • creating new figure
  • figure.coast
  • pygmt.dataset
  • figure.grdimage
  • pygmt.makecpt
  • figure.colorbar
  • figure.subplot and figure.set_panel

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@jhtong33 jhtong33 self-assigned this Nov 11, 2024
@Esteban82
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It looks well. Is it ready to merge? Or WIP?

@yvonnefroehlich
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yvonnefroehlich commented Nov 11, 2024

It looks well. Is it ready to merge? Or WIP?

Hm. I think the plan is to have a good draft until 20 November and then review the JNs or scripts of the others (#1 (comment)). With these suggestions and ideas, people should update and finalize their tutorial(s) until the final deadline of 30 November 2024 when the tutorial content should be up on the website. So, I would leave this PR unmerged for now.

I just created a new label "needs review", which can be added to a PR to indicate review is (now) welcome.

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jhtong33 commented Nov 12, 2024

It looks well. Is it ready to merge? Or WIP?

The tutorial is ready. Any suggestion is welcome.

@jhtong33 jhtong33 added the needs review Review of this PR is welcome label Nov 12, 2024
@Esteban82
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My only suggestion is to add a note saying something like:
"If you use -JM4i, then the width of your map will be 4 inches. The real width of the figure could be bigger if you add elements (like a frame, colorbar, etc.) outside the map."

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Thanks @jhtong33! Looks pretty good! Just a couple of suggestions for now (see below)

It looks well. Is it ready to merge? Or WIP?

Hm. I think the plan is to have a good draft until 20 November and then review the JNs or scripts of the others (#1 (comment)). With these suggestions and ideas, people should update and finalize their tutorial(s) until the final deadline of 30 November 2024 when the tutorial content should be up on the website. So, I would leave this PR unmerged for now.

@yvonnefroehlich, the 20 and 30 Nov are more like hard deadlines for the draft and final final tutorial respectively. We can merge the PR if there is 2 or more approvals, and after merging, it is still possible to edit changes (e.g. if there is a typo).

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Comment on lines 114 to 117
"2. `projection`: controling the map projection. GMT (and therefore PyGMT) supports 31 different map projections, from basic Cartesian axes to [arbitrary vertical perspectives](https://docs.generic-mapping-tools.org/latest/gallery/ex26.html). Again, if you're familiar with GMT, these are specified using the `-J` flag, as in `-JM4i`. In PyGMT, projections codes are still strings, but the `J` is dropped, so an equivalent PyGMT argument would be `projection='M4i'`.\n",
"\n",
"> Determining the size of your images `4i`, the size will affect how large of your following fontsize and markersize\n",
">> **length unit** `c`: cm / `i`: inch(2.54 cm) / `p`: point(1/72 of an inch)\n",
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My only suggestion is to add a note saying something like: "If you use -JM4i, then the width of your map will be 4 inches. The real width of the figure could be bigger if you add elements (like a frame, colorbar, etc.) outside the map."

If I may add to @Esteban82's comment, it would be good to use SI units (centimeters) by default (PyGMT has this convention since GenericMappingTools/pygmt#795). Still ok to mention inches, and point, but the -J flag should use something like -JM2c.

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Since I also receive these mails, I'll give my opinion on this topic. You should not give examples in inches. SI (though cm is exactly SI) should be used. We had (and it's not complete) a lot of work in replacing i by c in the manuals examples. Don't keep spreading the use of inches.

OK! Understanding this issue. I replace i to c and only mention c

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updated review

@joa-quim
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Since I also receive these mails, I'll give my opinion on this topic. You should not give examples in inches. SI (though cm is exactly SI) should be used. We had (and it's not complete) a lot of work in replacing i by c in the manuals examples. Don't keep spreading the use of inches.

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:) I don't think that literally replacing i by c is a good idea in a real example. 4c is small and since the annotation fonts get scaled with image size, for small images the annotations are often a bit disproportional large (something that should be improved in GMT).

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:) I don't think that literally replacing i by c is a good idea in a real example. 4c is small and since the annotation fonts get scaled with image size, for small images the annotations are often a bit disproportional large (something that should be improved in GMT).

Thanks @joa-quim's reminder. I made a note of this to help others avoid encountering the same situation.

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yvonnefroehlich commented Nov 13, 2024

It looks well. Is it ready to merge? Or WIP?

Hm. I think the plan is to have a good draft until 20 November and then review the JNs or scripts of the others (#1 (comment)). With these suggestions and ideas, people should update and finalize their tutorial(s) until the final deadline of 30 November 2024 when the tutorial content should be up on the website. So, I would leave this PR unmerged for now.

@yvonnefroehlich, the 20 and 30 Nov are more like hard deadlines for the draft and final final tutorial respectively. We can merge the PR if there is 2 or more approvals, and after merging, it is still possible to edit changes (e.g. if there is a typo).

Yes, of course, if people are finished before the deadline 😅, the other can directly start with reviewing 🙂. Sure, I feel the easiest way is to have a finale PR for minor things like fixing typos, correcting links, and make things consistent.

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So far, I did not figure out how to make a useful code suggestion in case an image is included in this cell of the Jupyter notebook. Thus I just list these two aspects:

(1) Please fix the typo "canva" to "canvas" and change "latest" to "v0.13.0" in

Creating multi-panel figures in a canva -- figure.subplot(https://www.pygmt.org/latest/api/generated/pygmt.Figure.subplot.html#pygmt.Figure.subplot) and figure.set_panel(https://www.pygmt.org/latest/api/generated/pygmt.Figure.set_panel.html#pygmt.Figure.set_panel)

(2) Please fix the typo "figre" to "figure" and change "colorbar" to "colormap" in

Now, re-plot the figre with new colorbar and ...

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jhtong33 commented Nov 15, 2024

So far, I did not figure out how to make a useful code suggestion in case an image is included in this cell of the Jupyter notebook.

The better way is to use HTML such as <img src="images/image.png" alt="image.png" width="500" align="right" /> This way also can control figure size and position. However, when I push to github, the images do not show on notebook. I'm not certain if this is feasible for our.

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For me it is ready to be merged. I just added the CPT acronym in the text.

@Esteban82 Esteban82 self-requested a review November 21, 2024 16:53
@yvonnefroehlich yvonnefroehlich changed the title Add JN for tutorial on first figure/subplot Tutorial 1 - Add JN for tutorial on first figure/subplot Nov 23, 2024
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@jhtong33, just one comment on the CPT below to fix, and I'd be keen to merge if you're ok with that. There's still some formatting/stylistic things we could tidy up on, but that can be done in a follow-up pull request.

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The EarthByte Earth Seafloor Crustal Age (earth_age) grid has a dedicated @earth_age.cpt colormap. We can use that instead of 'jet' 🙂

Also, pygmt.makecpt won't output anything, so nothing will be stored in the cpt variable. You could do something like this:

pygmt.makecpt(cmap="@earth_age.cpt", series=[0, 160, 10], reverse=True)

fig.grdimage(grid=grid_crust_age,
                     ...
                     cmap=True) 

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Thanks for your remind. I change the cmap.

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Sorry, I forgot to remove reverse=True in the suggestion 😅 Could you remove that, and then I'll merge this in later today.

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@weiji14 I also remove the inc because @earth_age.cpt is discrete colormap.

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Awesome, thanks again @jhtong33! Your tutorial is now up at https://www.generic-mapping-tools.org/agu24workshop/tut01_firstfigure.html 🎉 If you'd like to make any edits, feel free to do so anytime before the workshop.

@weiji14 weiji14 merged commit 7891dce into main Nov 27, 2024
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@weiji14 weiji14 deleted the add-jn-first-figure branch November 27, 2024 20:26
@yvonnefroehlich yvonnefroehlich added enhancement New feature or request and removed needs review Review of this PR is welcome labels Nov 28, 2024
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