pandas dataframe O(1) index by column












0















I have a large dataframe and want to support O(1) index by one column. I tried set_index but that seems to be not that fast when using with iloc. Any thoughts on how to speed this up?










share|improve this question


















  • 4





    Not sure what you mean by support O(1) index by one column

    – RafaelC
    Nov 20 '18 at 1:25











  • Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

    – Brad Solomon
    Nov 20 '18 at 2:07


















0















I have a large dataframe and want to support O(1) index by one column. I tried set_index but that seems to be not that fast when using with iloc. Any thoughts on how to speed this up?










share|improve this question


















  • 4





    Not sure what you mean by support O(1) index by one column

    – RafaelC
    Nov 20 '18 at 1:25











  • Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

    – Brad Solomon
    Nov 20 '18 at 2:07
















0












0








0








I have a large dataframe and want to support O(1) index by one column. I tried set_index but that seems to be not that fast when using with iloc. Any thoughts on how to speed this up?










share|improve this question














I have a large dataframe and want to support O(1) index by one column. I tried set_index but that seems to be not that fast when using with iloc. Any thoughts on how to speed this up?







python pandas






share|improve this question













share|improve this question











share|improve this question




share|improve this question










asked Nov 20 '18 at 1:20









Mr.cyslMr.cysl

312416




312416








  • 4





    Not sure what you mean by support O(1) index by one column

    – RafaelC
    Nov 20 '18 at 1:25











  • Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

    – Brad Solomon
    Nov 20 '18 at 2:07
















  • 4





    Not sure what you mean by support O(1) index by one column

    – RafaelC
    Nov 20 '18 at 1:25











  • Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

    – Brad Solomon
    Nov 20 '18 at 2:07










4




4





Not sure what you mean by support O(1) index by one column

– RafaelC
Nov 20 '18 at 1:25





Not sure what you mean by support O(1) index by one column

– RafaelC
Nov 20 '18 at 1:25













Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

– Brad Solomon
Nov 20 '18 at 2:07







Pandas indices are effectively hash tables. pd.Index can only contain hashable items. One way to get a bit more speedup is by making sure the index doesn't contain duplicates. I believe the getitem lookup is O(1) when both of those conditions are satisfied

– Brad Solomon
Nov 20 '18 at 2:07














0






active

oldest

votes











Your Answer






StackExchange.ifUsing("editor", function () {
StackExchange.using("externalEditor", function () {
StackExchange.using("snippets", function () {
StackExchange.snippets.init();
});
});
}, "code-snippets");

StackExchange.ready(function() {
var channelOptions = {
tags: "".split(" "),
id: "1"
};
initTagRenderer("".split(" "), "".split(" "), channelOptions);

StackExchange.using("externalEditor", function() {
// Have to fire editor after snippets, if snippets enabled
if (StackExchange.settings.snippets.snippetsEnabled) {
StackExchange.using("snippets", function() {
createEditor();
});
}
else {
createEditor();
}
});

function createEditor() {
StackExchange.prepareEditor({
heartbeatType: 'answer',
autoActivateHeartbeat: false,
convertImagesToLinks: true,
noModals: true,
showLowRepImageUploadWarning: true,
reputationToPostImages: 10,
bindNavPrevention: true,
postfix: "",
imageUploader: {
brandingHtml: "Powered by u003ca class="icon-imgur-white" href="https://imgur.com/"u003eu003c/au003e",
contentPolicyHtml: "User contributions licensed under u003ca href="https://creativecommons.org/licenses/by-sa/3.0/"u003ecc by-sa 3.0 with attribution requiredu003c/au003e u003ca href="https://stackoverflow.com/legal/content-policy"u003e(content policy)u003c/au003e",
allowUrls: true
},
onDemand: true,
discardSelector: ".discard-answer"
,immediatelyShowMarkdownHelp:true
});


}
});














draft saved

draft discarded


















StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53384911%2fpandas-dataframe-o1-index-by-column%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown

























0






active

oldest

votes








0






active

oldest

votes









active

oldest

votes






active

oldest

votes
















draft saved

draft discarded




















































Thanks for contributing an answer to Stack Overflow!


  • Please be sure to answer the question. Provide details and share your research!

But avoid



  • Asking for help, clarification, or responding to other answers.

  • Making statements based on opinion; back them up with references or personal experience.


To learn more, see our tips on writing great answers.




draft saved


draft discarded














StackExchange.ready(
function () {
StackExchange.openid.initPostLogin('.new-post-login', 'https%3a%2f%2fstackoverflow.com%2fquestions%2f53384911%2fpandas-dataframe-o1-index-by-column%23new-answer', 'question_page');
}
);

Post as a guest















Required, but never shown





















































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown

































Required, but never shown














Required, but never shown












Required, but never shown







Required, but never shown







這個網誌中的熱門文章

Xamarin.form Move up view when keyboard appear

Post-Redirect-Get with Spring WebFlux and Thymeleaf

Anylogic : not able to use stopDelay()