Skip to main content

Reading and Perspectives: netCDF and Databases

I've been referred to a lot of indie web blogs of late, and it's paying off quite nicely for me Here's the latest example.

Simon Willison--co-creator of Django and creator of Datasette--has a blog that led me to Maggie Appleton's site. Once there, I found a very nice, and very pretty primer on databases. Within the primer was a perspective I'd never seen before. There was an emphais, (certainly not the only emphasis, but an emphasis nonetheless), placed on columns, like so:


from "A Shelfish Starter Guide to Databases"

I, frankly, had never considered coluimns in any way except, as 'fields' that contributed to rows, and that could have conditions placed on them. A column as a whole entity unto itself? I'd never considered such a thing.

A few days later though, while studying the netCDF format used by COSMIC2 missions among projects, I suddenly needed that column perspective, and I had it! netCDF files from COSMIC2 are very much arranged as coluimns. There's a dictionary entry for longitudes and a completely different dictionary entry for lattitudes. The entire dataset was built out of columns that, at the time of this writing, are assembled with each other merely by making them adjacent, and then accessing whatever data one needs by a pseudo-row index across the columns of interest.

So, reading little independent blogs made thinking about my new-ish project simple rather than the larger mental leap it would have been if I'd made the undertaking from a clean slate. Kinda cool!

It also led to an interesting though. Should there be a netCDF-extract plugin for datasette


Comments

Popular posts from this blog

The Valentine's Day Magnetic Monopole

There's an assymetry to the form of the two Maxwell's equations shown in picture 1.  While the divergence of the electric field is proportional to the electric charge density at a given point, the divergence of the magnetic field is equal to zero.  This is typically explained in the following way.  While we know that electrons, the fundamental electric charge carriers exist, evidence seems to indicate that magnetic monopoles, the particles that would carry magnetic 'charge', either don't exist, or, the energies required to create them are so high that they are exceedingly rare.  That doesn't stop us from looking for them though! Keeping with the theme of Fairbank[1] and his academic progeny over the semester break, today's post is about the discovery of a magnetic monopole candidate event by one of the Fairbank's graduate students, Blas Cabrera[2].  Cabrera was utilizing a loop type of magnetic monopole detector.  Its operation is in concept very sim

More Cowbell! Record Production using Google Forms and Charts

First, the what : This article shows how to embed a new Google Form into any web page. To demonstrate ths, a chart and form that allow blog readers to control the recording levels of each instrument in Blue Oyster Cult's "(Don't Fear) The Reaper" is used. HTML code from the Google version of the form included on this page is shown and the parts that need to be modified are highlighted. Next, the why : Google recently released an e-mail form feature that allows users of Google Documents to create an e-mail a form that automatically places each user's input into an associated spreadsheet. As it turns out, with a little bit of work, the forms that are created by Google Docs can be embedded into any web page. Now, The Goods: Click on the instrument you want turned up, click the submit button and then refresh the page. Through the magic of Google Forms as soon as you click on submit and refresh this web page, the data chart will update immediately. Turn up the:

Cool Math Tricks: Deriving the Divergence, (Del or Nabla) into New (Cylindrical) Coordinate Systems

Now available as a Kindle ebook for 99 cents ! Get a spiffy ebook, and fund more physics The following is a pretty lengthy procedure, but converting the divergence, (nabla, del) operator between coordinate systems comes up pretty often. While there are tables for converting between common coordinate systems , there seem to be fewer explanations of the procedure for deriving the conversion, so here goes! What do we actually want? To convert the Cartesian nabla to the nabla for another coordinate system, say… cylindrical coordinates. What we’ll need: 1. The Cartesian Nabla: 2. A set of equations relating the Cartesian coordinates to cylindrical coordinates: 3. A set of equations relating the Cartesian basis vectors to the basis vectors of the new coordinate system: How to do it: Use the chain rule for differentiation to convert the derivatives with respect to the Cartesian variables to derivatives with respect to the cylindrical variables. The chain