--- title: "Meaning & Key Takeaway of: There was a project at Lawrence Livermore…" description: "\"There was a project at Lawrence Livermore National Labs where many years ago they went down this path for scripting and controlling very large numerica..." image: "https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg" --- # There was a project at Lawrence Livermore National Labs… ![“There was a project at Lawrence Livermore National Labs where many years ago they went down this path for scripting and controlling very large numerical calculations.” quote by Guido van Rossum](https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg) [Download](https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg) [Open image](https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg) > “There was a project at Lawrence Livermore National Labs where many years ago they went down this path for scripting and controlling very large numerical calculations.” [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) ## About This Quote This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation. Large-scale scientific computing often relies on custom scripting to manage massive calculations, which can become complex and hard to maintain. **In simple terms:** Complex scripts manage big calculations. Key Takeaway Simplify and modularize code. Themes computing automation complexity Mood analytical pragmatic Type technical reflective When to use this quote - research labs - engineering teams - data analysis pipelines Key Concepts software engineering high‑performance computing Questions to Reflect On - How can modular design improve maintainability? - What tools aid large‑scale computation? A Different Perspective Custom scripts can become brittle and hard to debug. ★ ★ ★ ★ ★ No ratings yet [Path](https://sms4smile.com/quotes/about/path/) [Technology](https://sms4smile.com/quotes/about/technology/) ## Related quotes > [Mark Hammond is working in this area, with Windows Scripting Host. It is definitely an area where Python fits almost perfectly. That's quite independent…](https://sms4smile.com/quotes/guido-van-rossum/mark-hammond-is-working-in-this-area-with-windows-scripting-host-it/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [These days we're all hyper-aware of the canonical way in which stories are supposed to play out - people are taught all about three-act…](https://sms4smile.com/quotes/hari-kunzru/these-days-we-re-all-hyper-aware-of-the-canonical-way-in-which/) [Hari Kunzru](https://sms4smile.com/quotes/author/hari-kunzru/) > [Though direction was always on my mind, scripting was accidental.](https://sms4smile.com/quotes/salim-kumar/though-direction-was-always-on-my-mind-scripting-was-accidental/) [Salim Kumar](https://sms4smile.com/quotes/author/salim-kumar/) > [There are different levels of scripting that we all use; I think I'm the most improvised of the three, and probably Andrew's the most…](https://sms4smile.com/quotes/joe-swanberg/there-are-different-levels-of-scripting-that-we-all-use-i-think-i-m/) [Joe Swanberg](https://sms4smile.com/quotes/author/joe-swanberg/) > [I understand what scripting and programming is, but do I know how to do it? Not really. But, I think that even knocking on…](https://sms4smile.com/quotes/thomas-middleditch/i-understand-what-scripting-and-programming-is-but-do-i-know-how-to/) [Thomas Middleditch](https://sms4smile.com/quotes/author/thomas-middleditch/) > [I absolutely love this. Top notch art and scripting encapsulating a brilliant idea.](https://sms4smile.com/quotes/leinil-francis-yu/i-absolutely-love-this-top-notch-art-and-scripting-encapsulating-a/) Leinil Francis Yu > [There are three different kinds of scripting: functional, informational and emotional.](https://sms4smile.com/quotes/jay-sankey/there-are-three-different-kinds-of-scripting-functional-informational/) [Jay Sankey](https://sms4smile.com/quotes/author/jay-sankey/) > [Bitcoin is great as a form of digital money, but its scripting language is too weak for any kind of serious advanced applications to…](https://sms4smile.com/quotes/vitalik-buterin/bitcoin-is-great-as-a-form-of-digital-money-but-its-scripting/) [Vitalik Buterin](https://sms4smile.com/quotes/author/vitalik-buterin/) > [Epic started out with scripting languages in the first generation of the Unreal engine in 1998. I wrote that. There's a place in my…](https://sms4smile.com/quotes/tim-sweeney/epic-started-out-with-scripting-languages-in-the-first-generation-of/) [Tim Sweeney](https://sms4smile.com/quotes/author/tim-sweeney/) > [There's many scripting languages in the world, Perl is a little bit special because it is based more on some ideas from the way…](https://sms4smile.com/quotes/larry-wall/there-s-many-scripting-languages-in-the-world-perl-is-a-little-bit/) [Larry Wall](https://sms4smile.com/quotes/author/larry-wall/) > [C is declining somewhat in usage compared to C++, and maybe Java, but perhaps even more compared to higher-level scripting languages. It's still fairly…](https://sms4smile.com/quotes/dennis-ritchie/c-is-declining-somewhat-in-usage-compared-to-c-and-maybe-java-but/) [Dennis Ritchie](https://sms4smile.com/quotes/author/dennis-ritchie/) > [I loved every minute of the scripting, writing and developing of 'APL.'](https://sms4smile.com/quotes/rajpal-yadav/i-loved-every-minute-of-the-scripting-writing-and-developing-of-apl/) [Rajpal Yadav](https://sms4smile.com/quotes/author/rajpal-yadav/) > [“PHP as an object oriented programming language should be judged by how well it does the job, not on a preconceived notion of what…](https://sms4smile.com/quotes/peter-lavin/php-as-an-object-oriented-programming-language-should-be-judged-by/) Peter Lavin > [When you have solved the problem of controlling the attention of the child, you have solved the entire problem of its education.](https://sms4smile.com/quotes/maria-montessori/when-you-have-solved-the-problem-of-controlling-the-attention-of-the/) [Maria Montessori](https://sms4smile.com/quotes/author/maria-montessori/) > [You cant be controlling in improv.](https://sms4smile.com/quotes/matt-walsh/you-cant-be-controlling-in-improv/) [Matt Walsh](https://sms4smile.com/quotes/author/matt-walsh/) ## More by Guido van Rossum > [Yes, I definitely believe that it has some good cross-platform properties. Object orientation was one of the techniques I used to make Python platform…](https://sms4smile.com/quotes/guido-van-rossum/yes-i-definitely-believe-that-it-has-some-good-cross-platform/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [Now, it's my belief that Python is a lot easier than to teach to students programming and teach them C or C++ or Java…](https://sms4smile.com/quotes/guido-van-rossum/now-it-s-my-belief-that-python-is-a-lot-easier-than-to-teach-to/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [The second stream of material that is going to come out of this project is a programming environment and a set of programming tools…](https://sms4smile.com/quotes/guido-van-rossum/the-second-stream-of-material-that-is-going-to-come-out-of-this/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [There is an incredibly large spectrum of possible causes for program bugs, including simple typos, "thinkos," hidden limitations of underlying abstractions, and outright bugs…](https://sms4smile.com/quotes/guido-van-rossum/there-is-an-incredibly-large-spectrum-of-possible-causes-for-program/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [Mark Hammond is working in this area, with Windows Scripting Host. It is definitely an area where Python fits almost perfectly. That's quite independent…](https://sms4smile.com/quotes/guido-van-rossum/mark-hammond-is-working-in-this-area-with-windows-scripting-host-it/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [ Don't you hate code that's not properly indented? Making it \[indenting\] part of the syntax guarantees that all code is properly indented. ](https://sms4smile.com/quotes/guido-van-rossum/don-t-you-hate-code-that-s-not-properly-indented-making-it-indenting/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [I have this hope that there is a better way. Higher-level tools that actually let you see the structure of the software more clearly…](https://sms4smile.com/quotes/guido-van-rossum/i-have-this-hope-that-there-is-a-better-way-higher-level-tools-that/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [My own perception of that is somewhat colored by where people ask my advice, which is still, of course, about changes to Python internals…](https://sms4smile.com/quotes/guido-van-rossum/my-own-perception-of-that-is-somewhat-colored-by-where-people-ask-my/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [Modern programs must handle Unicode —Python has excellent support for Unicode, and will keep getting better.](https://sms4smile.com/quotes/guido-van-rossum/modern-programs-must-handle-unicode-python-has-excellent-support-for/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [If you decide to design your own language, there are thousands of sort of amateur language designer pitfalls.](https://sms4smile.com/quotes/guido-van-rossum/if-you-decide-to-design-your-own-language-there-are-thousands-of-sort/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [Python is an experiment in how much freedom programmers need. Too much freedom and nobody can read another's code; too little and expressiveness is…](https://sms4smile.com/quotes/guido-van-rossum/python-is-an-experiment-in-how-much-freedom-programmers-need-too-much/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [It's easy to make mistakes that only come out much later, after you've already implemented a lot of code. You'll realize Oh I should…](https://sms4smile.com/quotes/guido-van-rossum/it-s-easy-to-make-mistakes-that-only-come-out-much-later-after-you-ve/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [If you're talking about Java in particular, Python is about the best fit you can get amongst all the other languages. Yet the funny…](https://sms4smile.com/quotes/guido-van-rossum/if-you-re-talking-about-java-in-particular-python-is-about-the-best/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [In my daily work, I work on very large, complex, distributed systems built out of many Python modules and packages. The focus is very…](https://sms4smile.com/quotes/guido-van-rossum/in-my-daily-work-i-work-on-very-large-complex-distributed-systems/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) > [I would guess that the decision to create a small special purpose language or use an existing general purpose language is one of the…](https://sms4smile.com/quotes/guido-van-rossum/i-would-guess-that-the-decision-to-create-a-small-special-purpose/) [Guido van Rossum](https://sms4smile.com/quotes/author/guido-van-rossum/) [Explore all 16 Guido van Rossum quotes ](https://sms4smile.com/quotes/author/guido-van-rossum/) ## More Controlling quotes > [You cant be controlling in improv.](https://sms4smile.com/quotes/matt-walsh/you-cant-be-controlling-in-improv/) [Matt Walsh](https://sms4smile.com/quotes/author/matt-walsh/) > [When you have solved the problem of controlling the attention of the child, you have solved the entire problem of its education.](https://sms4smile.com/quotes/maria-montessori/when-you-have-solved-the-problem-of-controlling-the-attention-of-the/) [Maria Montessori](https://sms4smile.com/quotes/author/maria-montessori/) > [“I hope I can never trust my wife. If I trust her it means I know her. If I know her it means I…](https://sms4smile.com/quotes/ben-mitchell/i-hope-i-can-never-trust-my-wife-if-i-trust-her-it-means-i-know-her/) [Ben Mitchell](https://sms4smile.com/quotes/author/ben-mitchell/) > [We're failing when it comes to controlling spending.](https://sms4smile.com/quotes/lindsey-graham/we-re-failing-when-it-comes-to-controlling-spending/) [Lindsey Graham](https://sms4smile.com/quotes/author/lindsey-graham/) > [There's so many things you can't account for that can happen during each race. I just focus on controlling what I can.](https://sms4smile.com/quotes/chase-elliott/there-s-so-many-things-you-can-t-account-for-that-can-happen-during/) [Chase Elliott](https://sms4smile.com/quotes/author/chase-elliott/) > [Because I was a shy and awkward child, I used humour to deflect attention. It was a controlling mechanism. Because I could use it…](https://sms4smile.com/quotes/catherine-tate/because-i-was-a-shy-and-awkward-child-i-used-humour-to-deflect/) [Catherine Tate](https://sms4smile.com/quotes/author/catherine-tate/) > [It only lasted 4months but those months were intense, we were amazing 2 begin with, then we were in deep & nearer the end…](https://sms4smile.com/quotes/samantha-shipman/it-only-lasted-4months-but-those-months-were-intense-we-were-amazing/) [Samantha Shipman](https://sms4smile.com/quotes/author/samantha-shipman/) > [I do have a temper, but am good at controlling it.](https://sms4smile.com/quotes/rahul-vaidya/i-do-have-a-temper-but-am-good-at-controlling-it/) [Rahul Vaidya](https://sms4smile.com/quotes/author/rahul-vaidya/) > [When a person feels powerless in regard to controlling his life, he can defend against the discomfort of such an experience by asserting control…](https://sms4smile.com/quotes/a-nicholas-groth/when-a-person-feels-powerless-in-regard-to-controlling-his-life-he/) A. Nicholas Groth > [Shift your focus from controlling others to creating your own happiness.](https://sms4smile.com/quotes/senoraroy/shift-your-focus-from-controlling-others-to-creating-your-own/) Senoraroy > [“I am not a thing to be controlled by you,' Nesta said icily. Everything in her life, from the moment she was born, had…](https://sms4smile.com/quotes/sarah-j-maas/i-am-not-a-thing-to-be-controlled-by-you-nesta-said-icily-everything/) [Sarah J. Maas](https://sms4smile.com/quotes/author/sarah-j-maas/) > [“It comforts us to think that we have control when we don’t.”](https://sms4smile.com/quotes/harlan-coben/it-comforts-us-to-think-that-we-have-control-when-we-don-t/) [Harlan Coben](https://sms4smile.com/quotes/author/harlan-coben/) > [I try and not be the controlling woman I can probably be.](https://sms4smile.com/quotes/susan-tedeschi/i-try-and-not-be-the-controlling-woman-i-can-probably-be/) [Susan Tedeschi](https://sms4smile.com/quotes/author/susan-tedeschi/) > [My father was actually controlling and abusive.](https://sms4smile.com/quotes/vidya-vox/my-father-was-actually-controlling-and-abusive/) [Vidya Vox](https://sms4smile.com/quotes/author/vidya-vox/) > [Look at what happened in the 1990s: when they balanced the federal budget, it was through growth in the economy and controlling spending.](https://sms4smile.com/quotes/steve-scalise/look-at-what-happened-in-the-1990s-when-they-balanced-the-federal/) [Steve Scalise](https://sms4smile.com/quotes/author/steve-scalise/) Browse all 401 Controlling quotes ```json { "@context": "https://schema.org", "@graph": [ { "@type": "Quotation", "text": "There was a project at Lawrence Livermore National Labs where many years ago they went down this path for scripting and controlling very large numerical calculations.", "creator": { "@type": "Person", "name": "Guido van Rossum" }, "isPartOf": { "@id": "https://sms4smile.com/quotes/#website" }, "url": "https://sms4smile.com/quotes/guido-van-rossum/there-was-a-project-at-lawrence-livermore-national-labs-where-many/", "about": { "@type": "Thing", "name": "Controlling" }, "@id": "https://sms4smile.com/quotes/guido-van-rossum/there-was-a-project-at-lawrence-livermore-national-labs-where-many/#quotation", "image": { "@type": "ImageObject", "@id": "https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg", "contentUrl": "https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg", "url": "https://sms4smile.com/quotes/i/f99/guido-van-rossum-31838_controlling_there-was-a-project-at-lawrence-livermor_324471.jpg", "width": 1080, "height": 1080, "caption": "“There was a project at Lawrence Livermore National Labs where many years ago they went down this path for…” — Guido van Rossum", "creditText": "SMS4Smile Quotes", "creator": { "@id": "https://sms4smile.com/quotes/#organization" } } }, { "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://sms4smile.com/" }, { "@type": "ListItem", "position": 2, "name": "Quotes", "item": "https://sms4smile.com/quotes/" }, { "@type": "ListItem", "position": 3, "name": "Guido van Rossum", "item": "https://sms4smile.com/quotes/author/guido-van-rossum/" }, { "@type": "ListItem", "position": 4, "name": "There was a project at Lawrence...", "item": "https://sms4smile.com/quotes/guido-van-rossum/there-was-a-project-at-lawrence-livermore-national-labs-where-many/" } ], "@id": "https://sms4smile.com/quotes/guido-van-rossum/there-was-a-project-at-lawrence-livermore-national-labs-where-many/#breadcrumb" }, { "@type": "WebSite", "@id": "https://sms4smile.com/quotes/#website", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "publisher": { "@id": "https://sms4smile.com/quotes/#organization" } }, { "@type": "Organization", "@id": "https://sms4smile.com/quotes/#organization", "name": "SMS4Smile Quotes", "url": "https://sms4smile.com/quotes/", "logo": { "@type": "ImageObject", "url": "https://sms4smile.com/quotes/wp-content/themes/sq/assets/icons/icon-512.png", "width": 512, "height": 512 } } ] } ```