VisiCalc Reconstructed

6 days ago (zserge.com)

Very cool article!

I also implemented a spreadsheet last year [0] in pure TypeScript, with the fun twist that formulas also update backwards. While the backwards root finding algorithm was challenging, I also found it incredibly humbling to discover how much complexity there is in the UX of the simple spreadsheet interface. Handling selection states, reactive updates, detecting cycles of dependency and gracefully recovering from them is a massive state machine programming challenge! Very fun project with a lot of depth!

I myself didn't hand roll my own parser but used Ohm-js [1] which I highly recommend if you want to parse a custom language in Javascript or TypeScript.

> One way of doing this is to keep track of all dependencies between the cells and trigger updates when necessary. Maintaining a dependency graph would give us the most efficient updates, but it’s often an overkill for a spreadsheet.

On that subject, figuring out the efficient way to do it is also a large engineering challenge, and is definitely not overkill but absolutely required for a modern spreadsheet implementation. There is a good description of how Excel does it in this famous paper "Build systems a la carte" paper, which interestingly takes on a spreadsheet as a build system [2].

[0] https://victorpoughon.github.io/bidicalc/

[1] https://ohmjs.org/

[2] https://www.microsoft.com/en-us/research/wp-content/uploads/...

  • The idea of backward updating is fascinating but is not generally feasible or computable. What kind of problems can you solve backwardly?

    • > not generally feasible or computable

      You'd be surprised. It really depends on how you define the problem and what your goal is. My goal with bidicalc what to find ONE solution. This makes the problem somewhat possible since when there are an infinity of solution, the goal is just to converge to one. For example solving 100 = X + Y with both X and Y unknown sounds impossible in general, but finding one solution is not so difficult. The idea is that any further constraint that would help choose between the many solutions should be expressed by the user in the spreadsheet itself, rather than hardcoded in the backwards solver.

      > What kind of problems can you solve backwardly?

      This is the weakness of the project honestly! I made it because I was obsessed with the idea and wanted it to exist, not because I was driven by any use case. You can load some premade examples in the app, but I haven't found any killer use case for it yet. I'm just glad it exists now. You can enter any arbitrary DAG of formulas, update any value, input or output, and everything will update upstream and downstream from your edit and remain valid. That's just extremely satisfying to me.

      2 replies →

    • I am not sure if I know what I am talking about or if it counts in this scenario but constraint solvers come to mind. I am mainly familiar with them in a CAD context so I am struggling to think of a use for them in a spreadsheet context. But I think being able to say given these endpoints find me some values that fit could be a very valuable tool.

      But like I said I am not sure that I know what I am talking about and I may be confusing backwards calculation with algebraic engines. I would love for algebra solvers to be a first class object in more languages.

    • I implemented bi-directional solving in a very simple "Proportion Bar" app --- sort of --- one side would calculate at the specified scaling factor (so 100% could do unit conversions), the other would calculate the scaling factor necessary to make the two sides agree.

    • While the general problem is not always tractable, some of the special cases are pretty important.

      Take, for example, backprop in machine learning. The model operates forwards. Then you solve backwards to figure out how to update the terms.

Quote:

  #define MAXIN 128  // max cell input length
  enum { EMPTY, NUM, LABEL, FORMULA };  // cell types
  struct cell {
    int type;
    float val;
    char text[MAXIN];  // raw user input
  };
  #define NCOL 26    // max number of columns (A..Z)
  #define NROW 50    // max number of rows
  struct grid {
    struct cell cells[NCOL][NROW];
  };

I doubt that 171 KB of static allocation would fly on an Apple II! I do wonder how they did memory allocation, it must have been tricky with all the fragmentation.

  • According to Bob Frankston, Bricklin's co-founder[1]:

    > The basic approach was to allocate memory into fixed chunks so that we wouldn't have a problem with the kind of breakage that occurs with irregular allocation. Deallocating a cell freed up 100% of its storage. Thus a given spreadsheet would take up the same amount of space no matter how it was created. I presumed that the spreadsheet would normally be compact and in the upper left (low number rows and cells) so used a vector of rows vectors. The chunks were also called cells so I had to be careful about terminology to avoid confusion. Internally the term "cell" always meant storage cell. These cells were allocated from one direction and the vectors from the other. When they collided the program reorganized the storage. It had to do this in place since there was no room left at that point -- after all that's why we had to do the reorganization.

    > The actual representation was variable length with each element prefixed by a varying length type indicator. In order to avoid having most code parse the formula the last by was marked $ff (or 0xff in today's representation). It turned out that valid cell references at the edges of the sheet looked like this and created some interesting bugs.

    It leaves out a lot of details - if you're skimping enough you could allocate variable length row vectors, but it seems they wanted to avoid variable length allocations, in which case you could start with a 255 byte array pointing to which subsequent equal-sized chunk represents each in-use row. You'd need at most 126 bytes per row in actual use to point into the chunks representing the cell contents. But this is just guesses.

    [1] https://www.landley.net/history/mirror/apple2/implementingvi... and https://news.ycombinator.com/item?id=34303825

Other open source command line spreadsheets:

  https://github.com/drclcomputers/GoSheet
  https://github.com/xi/spreadsheet/
  https://github.com/andmarti1424/sc-im
  https://github.com/saulpw/visidata
  https://github.com/bgreenwell/xleak
  https://github.com/SamuelSchlesinger/tshts
  https://github.com/CodeOne45/vex-tui

> Maintaining a dependency graph would give us the most efficient updates, but it’s often an overkill for a spreadsheet.

It's not overkill at all. In fact, it's absolutely necessary for all but the simplest toy examples.

  • Isn’t the existence & success of visicalc a direct counter to this?

    • > Since the formulas did depend on each other the order of (re)calculation made a difference. The first idea was to follow the dependency chains but this would have involved keeping pointers and that would take up memory. We realized that normal spreadsheets were simple and could be calculated in either row or column order and errors would usually become obvious right away. Later spreadsheets touted "natural order" as a major feature but for the Apple ][ I think we made the right tradeoff.

      It would seem that the creators of VisiCalc regarded this is a choice that made sense in the context of the limitations of the Apple ][, but agree that a dependency graph would have been better.

      https://www.landley.net/history/mirror/apple2/implementingvi...

      Edit: It's also interesting that the tradeoff here is put in terms of correctness, not performance as in the posted article. And that makes sense: Consider a spreadsheet with =B2 in A1 and =B1 in B2. Now change the value of B1. If you recalc the sheet in row-column OR column-row order, B2 will update to match B1, but A1 will now be incorrect! You need to evaluate twice to fully resolve the dependency graph.

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    • Is anyone using visicalc today? I'm not sure how its past success, however fantastic, can be translated into "a dependency graph is often an overkill for a spreadsheet"

      17 replies →

    • It absolutely is, it's bizarre seeing HNers crapping over approaches used by one of the most successful products in history (Visicalc was literally a system seller) as a "toy" approach.

      1 reply →

Cool article but I think the write-up no longer matches the actual code. Snippets in the article use `*p->p` a lot. The *p is a parser struct defined above as

  struct parser {
    const char* s;
    int pos;
    struct grid* g;
  };

Notice there is no `p` member within. Assume the author meant `*p->pos`? And indeed if you look at the code in github the parser struct is defined as

  struct parser {
    const char *s, *p;
    struct grid* g;
  };

So there's the missing `p`, even though it's no longer an int. So I presume the member variable was once known as `pos` but got renamed at some point. Some of the snippets did not get updated to match.

Are there good command-line interfaces for spreadsheets? I don't do anything super financially-important and I'd prefer to stay in the terminal for quick editing of things, especially if I can have Vi keybindings.

Anyone know what kind of departments/parts of business were the first adopters of visicalc?

  • All kinds of operational departments. I'm sure it was used for accounting, payroll and commissions, inventory tracking, I know that teachers used it for gradebooks as I helped set them up when I was in high school (early 1980s).

    Pretty much anything that you used to do on paper with a columnar notebook or worksheet and a calculator, or anything that could be represented in tabular form could probably be implemented in VisiCalc, Lotus 123, and others. Spreadsheets are probably the most successful software application that was ever invented. Certainly one of the most.

  • Accountants, and individuals within all kinds of businesses (what we today would call shadow IT). Imagine something like this:

    * Person who deals with numbers all day goes to a computer store to browse.

    * He sees VisiCalc, and immediately understands what it can do. It *blows his mind*.

    * He wants to buy it right away. Pays for $2000 Apple II computer with disk drives to run $100 software; price is no object.

    * Shows friends and colleagues.

    * They rush to computer store. Repeat.

  • One of my most vivid memories from childhood was being in a computer store which sold Apple ][s when a gentleman drove up in an (awesome) black Trans Am and declared to the salesperson, "I want a Visicalc" --- after explaining that it was a computer application and that the potential customer didn't have an Apple, the salesperson proceeded to put together pretty much my dream machine (at the time), an Apple ][ w/ dual-disk drives and 80 col. card and green display and 132 col. dot matrix printer, and of course, a copy of Visicalc.

    After paying by writing out a check, I helped load everything into his car and he drove off into the sunset --- I was then allowed to choose a reformatted disk from the box as a reward and chose _The Softporn Adventure_ (which I then stupidly removed the label from, but it wasn't something I wanted to explain to my parents...).

  • I would guess anybody doing bookkeeping or accounting.

    Back then it was common for people to buy a whole system for their requirements. Hardware and software.

    • Software was often more expensive than the computer - and sometimes by far!

      Managers loved spreadsheets more than the accountants I feel, being able to fiddle numbers and see what changed was, well, a game changer.

This was one of the projects students did when I helped teach APCS to high schoolers as a TEALS volunteer (FracCalc).

Some of the implementations went way overboard and it was so much fun to watch and to play a part.

Even as a “seasoned” developer I learned some tidbits talking through the ways to do (and not do) certain parts. When to store input raw vs processed, etc.

I’m genuinely worried that we’re the last generation who will study and appreciate this craft. Because now a kid learning to program will just say “Write me a terminal spreadsheet app in plain C.”

  • Which is somewhat akin to downloading one today. If, however, that same kid started small, with a data model, then added calculation, and UI and stepped through everything designing, reviewing, and testing as they went, they would learn a lot, and at a faster pace than if they wrote it character by character.

  • The thing is, any generation can say something similar. Just look at the article: it manages to produce and describe the creation of a simple spreadsheet, yet the code and accompanying description would only fill a small pamphlet.

    There are various reasons for that, and those reasons extend beyond leaving out vital functionality. While C is archaic by our standards, and existed at the time VisiCalc was developed, it was programmed in assembly language. It pretty much had to be, simply to hold the program and a reasonable amount of data in memory. That, in turn, meant understanding the machine: what the processor was capable of, the particular computer's memory map, how to interface with the various peripherals. You sure weren't going to be reaching for a library like curses. While it, like C, existed by the time of VisiCalc's release, it was the domain of minicomputers.

    I mean, can the current generation truly understand the craft when the hard work is being done my compilers and libraries?

Very nice read!

Though I think the definition of the parser struct should be

  struct parser {
    const char* s;
    const char* p;
    struct grid* g;
  };

based on the rest of the code.

This a great article - both interesting and potentially really useful to folks teaching- or learning- programming.

VisiCalc has, undoubtedly, the highest impact-to-complexity ratio in the history of software so far.

Kinda cool to see... TBH, I'd be more inclined to reach for Rust and Ratatui myslf over C + ncurses. I know this would likely be a much larger executable though.

With MS Edit resurrected similarly, I wonder how hard it would be to get a flushed out text based spreadsheet closer in function to MS Excel or Lotus 123 versions for DOS, but cross platform. Maybe even able to load/save a few different formats from CSV/TSV to XLSX (without OLE/COM embeds).