{"id":1978,"date":"2023-07-24T05:32:17","date_gmt":"2023-07-24T05:32:17","guid":{"rendered":"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/"},"modified":"2023-07-24T05:32:17","modified_gmt":"2023-07-24T05:32:17","slug":"ustawienie-pand-z-ostrzezeniem-o-kopiowaniu","status":"publish","type":"post","link":"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/","title":{"rendered":"Jak naprawi\u0107 w pandach: settingwithcopywarning"},"content":{"rendered":"<p><\/p>\n<hr>\n<p><span style=\"color: #000000;\">Jedno ostrze\u017cenie, kt\u00f3re mo\u017cesz napotka\u0107 podczas korzystania z pand, to:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>SettingWithCopyWarning: \nA value is trying to be set on a copy of a slice from a DataFrame.\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">To ostrze\u017cenie pojawia si\u0119, gdy pandy napotykaj\u0105 co\u015b, co nazywa si\u0119 przypisywaniem \u0142a\u0144cuchowym \u2013 po\u0142\u0105czeniem \u0142\u0105czenia i przypisywania w jednym kroku.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Nale\u017cy pami\u0119ta\u0107, \u017ce jest to jedynie <em>ostrze\u017cenie<\/em> , a nie b\u0142\u0105d. Tw\u00f3j kod b\u0119dzie nadal dzia\u0142a\u0142, ale wyniki nie zawsze b\u0119d\u0105 zgodne z oczekiwaniami.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Najprostszym sposobem na pomini\u0119cie tego ostrze\u017cenia jest u\u017cycie nast\u0119puj\u0105cego fragmentu kodu:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong>p.d. <span style=\"color: #3366ff;\">options<\/span> . <span style=\"color: #3366ff;\">fashion<\/span> . <span style=\"color: #3366ff;\">chained_assignment<\/span> = <span style=\"color: #008000;\">None<\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Poni\u017cszy przyk\u0142ad pokazuje, jak w praktyce zareagowa\u0107 na to ostrze\u017cenie.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Jak odtworzy\u0107 ostrze\u017cenie<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy, \u017ce tworzymy nast\u0119puj\u0105c\u0105 ramk\u0119 danych pandy:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #107d3f;\">import<\/span> pandas <span style=\"color: #107d3f;\">as<\/span> pd\n\n<span style=\"color: #008080;\">#createDataFrame\n<span style=\"color: #000000;\">df = pd. <span style=\"color: #3366ff;\">DataFrame<\/span> ({' <span style=\"color: #ff0000;\">A<\/span> ': [25, 12, 15, 14, 19, 23, 25, 29],\n                   ' <span style=\"color: #ff0000;\">B<\/span> ': [5, 7, 7, 9, 12, 9, 9, 4],\n                   ' <span style=\"color: #ff0000;\">C<\/span> ': [11, 8, 10, 6, 6, 5, 9, 12]})<\/span>\n\n#view DataFrame\n<span style=\"color: #000000;\">df<\/span>\n<\/span>\n\tA B C\n0 25 5 11\n1 12 7 8\n2 15 7 10\n3 14 9 6\n4 19 12 6\n5 23 9 5\n6 25 9 9\n7 29 4 12<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Za\u0142\u00f3\u017cmy teraz, \u017ce tworzymy now\u0105 ramk\u0119 DataFrame zawieraj\u0105c\u0105 tylko kolumn\u0119 \u201eA\u201d z oryginalnej ramki DataFrame i dzielimy ka\u017cd\u0105 warto\u015b\u0107 w kolumnie \u201eA\u201d przez 2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define new DataFrame\n<\/span>df2 = df[[' <span style=\"color: #ff0000;\">A<\/span> ']]\n\n<\/span>#divide all values in column 'A' by 2\n<span style=\"color: #000000;\">df2[' <span style=\"color: #ff0000;\">A<\/span> '] = df[' <span style=\"color: #ff0000;\">A<\/span> '] \/ 2<\/span>\n\n<span style=\"color: #000000;\">\/srv\/conda\/envs\/notebook\/lib\/python3.7\/site-packages\/ipykernel_launcher.py:2:\nSettingWithCopyWarning: \nA value is trying to be set on a copy of a slice from a DataFrame.\nTry using .loc[row_indexer,col_indexer] = value instead\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Otrzymujemy komunikat <strong>SettingWithCopyWarning<\/strong> , poniewa\u017c ustawiamy nowe warto\u015bci dla kolumny \u201eA\u201d na \u201ewycinku\u201d oryginalnej DataFrame.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Je\u015bli jednak spojrzymy na now\u0105 utworzon\u0105 przez nas ramk\u0119 DataFrame, zobaczymy, \u017ce ka\u017cda warto\u015b\u0107 zosta\u0142a faktycznie pomy\u015blnie podzielona przez 2:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#view new DataFrame\n<\/span>df2\n\n     HAS\n0 12.5\n1 6.0\n2 7.5\n3 7.0\n4 9.5\n5 11.5\n6 12.5\n7 14.5\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Mimo \u017ce otrzymali\u015bmy ostrze\u017cenie, pandy nadal zrobi\u0142y to, co my\u015bleli\u015bmy, \u017ce zrobi\u0105.<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Jak unikn\u0105\u0107 ostrze\u017cenia<\/strong><\/span><\/h3>\n<p> <span style=\"color: #000000;\">Aby unikn\u0105\u0107 tego ostrze\u017cenia, zaleca si\u0119 u\u017cycie sk\u0142adni <strong>.loc[indeksator wierszy, indeksator col]<\/strong> w nast\u0119puj\u0105cy spos\u00f3b:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\"><span style=\"color: #000000;\"><span style=\"color: #008080;\">#define new DataFrame\n<\/span>df2 = df. <span style=\"color: #3366ff;\">loc<\/span> [:,[' <span style=\"color: #ff0000;\">A<\/span> ']]\n\n<span style=\"color: #008080;\">#divide each value in column 'A' by 2\n<\/span>df2[' <span style=\"color: #ff0000;\">A<\/span> '] = df[' <span style=\"color: #ff0000;\">A<\/span> '] \/ 2\n\n<span style=\"color: #008080;\">#view result\n<\/span>df2\n\n     HAS\n0 12.5\n1 6.0\n2 7.5\n3 7.0\n4 9.5\n5 11.5\n6 12.5\n7 14.5\n<\/span><\/span><\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Nowa DataFrame zawiera wszystkie warto\u015bci z kolumny \u201eA\u201d w oryginalnej DataFrame, podzielone przez dwa i nie pojawiaj\u0105 si\u0119 \u017cadne komunikaty ostrzegawcze.<\/span><\/p>\n<p> <span style=\"color: #000000;\">Je\u015bli chcemy zapobiec wy\u015bwietlaniu komunikatu ostrzegawczego, mo\u017cemy u\u017cy\u0107 nast\u0119puj\u0105cego fragmentu kodu:<\/span><\/p>\n<pre style=\"background-color: #ececec; font-size: 15px;\"> <strong><span style=\"color: #008080;\">#prevent SettingWithCopyWarning message from appearing\n<\/span>p.d. <span style=\"color: #3366ff;\">options<\/span> . <span style=\"color: #3366ff;\">fashion<\/span> . <span style=\"color: #3366ff;\">chained_assignment<\/span> = <span style=\"color: #008000;\">None<\/span>\n<\/strong><\/pre>\n<p> <span style=\"color: #000000;\">Szczeg\u00f3\u0142owe wyja\u015bnienie, dlaczego nale\u017cy unika\u0107 przypisywania \u0142a\u0144cuch\u00f3w, mo\u017cna znale\u017a\u0107 w <a href=\"https:\/\/pandas.pydata.org\/pandas-docs\/version\/0.22\/indexing.html\" target=\"_blank\" rel=\"noopener\">dokumentacji pand dost\u0119pnej online<\/a> .<\/span><\/p>\n<h3> <span style=\"color: #000000;\"><strong>Dodatkowe zasoby<\/strong><\/span><\/h3>\n<p> <a href=\"https:\/\/statorials.org\/pl\/brak-modu\u0142u-o-nazwie-pandy\/\" target=\"_blank\" rel=\"noopener\">Jak naprawi\u0107: brak modu\u0142u o nazwie pandas<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/brak-modu\u0142u-o-nazwie-numpy\/\" target=\"_blank\" rel=\"noopener\">Jak naprawi\u0107: brak modu\u0142u o nazwie numpy<\/a><br \/> <a href=\"https:\/\/statorials.org\/pl\/kolumny-nak\u0142adaja-sie,-ale-nie-okreslono-zadnego-przyrostka\/\" target=\"_blank\" rel=\"noopener\">Jak naprawi\u0107: Kolumny nak\u0142adaj\u0105 si\u0119, ale nie okre\u015blono \u017cadnego sufiksu<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Jedno ostrze\u017cenie, kt\u00f3re mo\u017cesz napotka\u0107 podczas korzystania z pand, to: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. To ostrze\u017cenie pojawia si\u0119, gdy pandy napotykaj\u0105 co\u015b, co nazywa si\u0119 przypisywaniem \u0142a\u0144cuchowym \u2013 po\u0142\u0105czeniem \u0142\u0105czenia i przypisywania w jednym kroku. Nale\u017cy pami\u0119ta\u0107, \u017ce jest to jedynie ostrze\u017cenie [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-1978","post","type-post","status-publish","format-standard","hentry","category-przewodnik"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Jak naprawi\u0107 w Pandach: SettingWithCopyWarning \u2013 Statologia<\/title>\n<meta name=\"description\" content=\"W tym samouczku wyja\u015bniono, jak naprawi\u0107 nast\u0119puj\u0105ce ostrze\u017cenie w pandach:\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Jak naprawi\u0107 w Pandach: SettingWithCopyWarning \u2013 Statologia\" \/>\n<meta property=\"og:description\" content=\"W tym samouczku wyja\u015bniono, jak naprawi\u0107 nast\u0119puj\u0105ce ostrze\u017cenie w pandach:\" \/>\n<meta property=\"og:url\" content=\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/\" \/>\n<meta property=\"og:site_name\" content=\"Statorials\" \/>\n<meta property=\"article:published_time\" content=\"2023-07-24T05:32:17+00:00\" \/>\n<meta name=\"author\" content=\"Benjamin Anderson\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Napisane przez\" \/>\n\t<meta name=\"twitter:data1\" content=\"Benjamin Anderson\" \/>\n\t<meta name=\"twitter:label2\" content=\"Szacowany czas czytania\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minuty\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/\",\"url\":\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/\",\"name\":\"Jak naprawi\u0107 w Pandach: SettingWithCopyWarning \u2013 Statologia\",\"isPartOf\":{\"@id\":\"https:\/\/statorials.org\/pl\/#website\"},\"datePublished\":\"2023-07-24T05:32:17+00:00\",\"dateModified\":\"2023-07-24T05:32:17+00:00\",\"author\":{\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\"},\"description\":\"W tym samouczku wyja\u015bniono, jak naprawi\u0107 nast\u0119puj\u0105ce ostrze\u017cenie w pandach:\",\"breadcrumb\":{\"@id\":\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/#breadcrumb\"},\"inLanguage\":\"pl-PL\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/statorials.org\/pl\/ustawienie-pand-z-ostrzezeniem-o-kopiowaniu\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Dom\",\"item\":\"https:\/\/statorials.org\/pl\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Jak naprawi\u0107 w pandach: settingwithcopywarning\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/statorials.org\/pl\/#website\",\"url\":\"https:\/\/statorials.org\/pl\/\",\"name\":\"Statorials\",\"description\":\"Tw\u00f3j przewodnik po kompetencjach statystycznych!\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/statorials.org\/pl\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"pl-PL\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/6484727a4612df3e69f016c3129c6965\",\"name\":\"Benjamin Anderson\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pl-PL\",\"@id\":\"https:\/\/statorials.org\/pl\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"contentUrl\":\"https:\/\/statorials.org\/pl\/wp-content\/uploads\/2023\/11\/Benjamin-Anderson-96x96.jpg\",\"caption\":\"Benjamin Anderson\"},\"description\":\"Cze\u015b\u0107, jestem Benjamin i jestem emerytowanym profesorem statystyki, kt\u00f3ry zosta\u0142 oddanym nauczycielem Statorials. 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