{ "metadata": { "name": "", "signature": "sha256:88eedb4db7a68fad52524d79eb76a857e7dedb437ef8d4224ad1e44daab6f588" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Reading files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The iterator notation is easiest." ] }, { "cell_type": "code", "collapsed": false, "input": [ "f = open('kaiju_movies.dat')\n", "for movie in f:\n", " print movie,\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Title|Year|Costars\n", "Godzilla vs. Destoroyah|1995|Destoroyah,Godzilla Junior\n", "Godzilla|1998|Matthew Broderick\n", "The Return of Godzilla|1984|Shockirus\n", "Godzilla|1954|None\n", "Godzilla Raids Again|1955|Anguiras\n", "King Kong vs. Godzilla|1962|King Kong,giant octopus\n", "Ghidorah, the Three-Headed Monster|1964|King Ghidorah,Mothra,Rodan\n", "Godzilla vs. the Sea Monster|1966|Ebirah,Mothra,giant condor\n", "Son of Godzilla|1967|Kamacuras,Kumonga,Minilla\n", "Destroy All Monsters|1968|Anguiras,Baragon,Gorosaurus,King Ghidorah,Kumonga,Manda,Minilla,Mothra,Rodan,Varan\n", "All Monsters Attack|1969|Gabara,Minilla,Maneater\n", "Godzilla vs. Hedorah|1971|Hedorah\n", "Godzilla vs. Megalon|1973|Gigan,Jet Jaguaar,Megalon\n", "Godzilla vs. Mechagodzilla|1974|Anguiras,King Caesar,Mechagodzilla,Fake Godzilla\n", "Terror of Mechagodzilla|1975|Mechagodzilla,Titanosaurus\n", "Godzilla vs. Biollante|1989|Biollante\n", "Godzilla vs. King Ghidorah|1991|Dorat,Godzillasaurus,King Ghidorah,Mecha-King Ghidorah\n", "Godzilla vs. Mothra|1992|Battra,Mothra\n", "Godzilla vs. Mechagodzilla II|1993|Baby Godzilla,Rodan,Mechagodzilla,Mecha-King Ghidorah\n", "Godzilla vs. SpaceGodzilla 1994|Fairy Mothra,Little Godzilla,MOGUERA,SpaceGodzilla\n", "Godzilla 2000: Millennium|1999|Orga\n", "Godzilla vs. Megaguiras|2000|Meganulon,Meganula,Megaguiras\n", "Godzilla, Mothra, and King Ghidorah: Giant Monsters All-Out Attack|2001|Baragon,King Ghidorah,Mothra\n", "Godzilla Against Mechagodzilla|2002|Kiryu\n", "Godzilla: Tokyo S.O.S.|Kamoebas,Kiryu,Mothra\n", "Godzilla: Final Wars|2004|Anguiras,Ebirah,Gigan,Hedorah,Monster X,Keizer Ghidorah,Kamacuras,King Caesar,Kumonga,Manda,Minilla,Mothra,Rodan,Zilla\n", "Godzilla|2014|M.U.T.O.\n", "Mothra vs. Godzilla|1964|Mothra\n", "Invasion of Astro-Monster|1965|King Ghidorah,Rodan\n", "Godzilla vs. Gigan|1972|Anguiras,Gigan,King Ghidorah\n" ] } ], "prompt_number": 35 }, { "cell_type": "markdown", "metadata": {}, "source": [ "(The comma at the end suppresses extra newline). Can also use the object-oriented interface." ] }, { "cell_type": "code", "collapsed": false, "input": [ "f = file('kaiju_movies.dat')\n", "for movie in f:\n", " print movie,\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Title|Year|Costars\n", "Godzilla vs. Destoroyah|1995|Destoroyah,Godzilla Junior\n", "Godzilla|1998|Matthew Broderick\n", "The Return of Godzilla|1984|Shockirus\n", "Godzilla|1954|None\n", "Godzilla Raids Again|1955|Anguiras\n", "King Kong vs. Godzilla|1962|King Kong,giant octopus\n", "Ghidorah, the Three-Headed Monster|1964|King Ghidorah,Mothra,Rodan\n", "Godzilla vs. the Sea Monster|1966|Ebirah,Mothra,giant condor\n", "Son of Godzilla|1967|Kamacuras,Kumonga,Minilla\n", "Destroy All Monsters|1968|Anguiras,Baragon,Gorosaurus,King Ghidorah,Kumonga,Manda,Minilla,Mothra,Rodan,Varan\n", "All Monsters Attack|1969|Gabara,Minilla,Maneater\n", "Godzilla vs. Hedorah|1971|Hedorah\n", "Godzilla vs. Megalon|1973|Gigan,Jet Jaguaar,Megalon\n", "Godzilla vs. Mechagodzilla|1974|Anguiras,King Caesar,Mechagodzilla,Fake Godzilla\n", "Terror of Mechagodzilla|1975|Mechagodzilla,Titanosaurus\n", "Godzilla vs. Biollante|1989|Biollante\n", "Godzilla vs. King Ghidorah|1991|Dorat,Godzillasaurus,King Ghidorah,Mecha-King Ghidorah\n", "Godzilla vs. Mothra|1992|Battra,Mothra\n", "Godzilla vs. Mechagodzilla II|1993|Baby Godzilla,Rodan,Mechagodzilla,Mecha-King Ghidorah\n", "Godzilla vs. SpaceGodzilla 1994|Fairy Mothra,Little Godzilla,MOGUERA,SpaceGodzilla\n", "Godzilla 2000: Millennium|1999|Orga\n", "Godzilla vs. Megaguiras|2000|Meganulon,Meganula,Megaguiras\n", "Godzilla, Mothra, and King Ghidorah: Giant Monsters All-Out Attack|2001|Baragon,King Ghidorah,Mothra\n", "Godzilla Against Mechagodzilla|2002|Kiryu\n", "Godzilla: Tokyo S.O.S.|Kamoebas,Kiryu,Mothra\n", "Godzilla: Final Wars|2004|Anguiras,Ebirah,Gigan,Hedorah,Monster X,Keizer Ghidorah,Kamacuras,King Caesar,Kumonga,Manda,Minilla,Mothra,Rodan,Zilla\n", "Godzilla|2014|M.U.T.O.\n", "Mothra vs. Godzilla|1964|Mothra\n", "Invasion of Astro-Monster|1965|King Ghidorah,Rodan\n", "Godzilla vs. Gigan|1972|Anguiras,Gigan,King Ghidorah\n" ] } ], "prompt_number": 34 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Reading all of the lines at once" ] }, { "cell_type": "code", "collapsed": false, "input": [ "f = open('kaiju_movies.dat')\n", "movies = f.readlines()\n", "print movies\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "['Title|Year|Costars\\n', 'Godzilla vs. Destoroyah|1995|Destoroyah,Godzilla Junior\\n', 'Godzilla|1998|Matthew Broderick\\n', 'The Return of Godzilla|1984|Shockirus\\n', 'Godzilla|1954|None\\n', 'Godzilla Raids Again|1955|Anguiras\\n', 'King Kong vs. Godzilla|1962|King Kong,giant octopus\\n', 'Ghidorah, the Three-Headed Monster|1964|King Ghidorah,Mothra,Rodan\\n', 'Godzilla vs. the Sea Monster|1966|Ebirah,Mothra,giant condor\\n', 'Son of Godzilla|1967|Kamacuras,Kumonga,Minilla\\n', 'Destroy All Monsters|1968|Anguiras,Baragon,Gorosaurus,King Ghidorah,Kumonga,Manda,Minilla,Mothra,Rodan,Varan\\n', 'All Monsters Attack|1969|Gabara,Minilla,Maneater\\n', 'Godzilla vs. Hedorah|1971|Hedorah\\n', 'Godzilla vs. Megalon|1973|Gigan,Jet Jaguaar,Megalon\\n', 'Godzilla vs. Mechagodzilla|1974|Anguiras,King Caesar,Mechagodzilla,Fake Godzilla\\n', 'Terror of Mechagodzilla|1975|Mechagodzilla,Titanosaurus\\n', 'Godzilla vs. Biollante|1989|Biollante\\n', 'Godzilla vs. King Ghidorah|1991|Dorat,Godzillasaurus,King Ghidorah,Mecha-King Ghidorah\\n', 'Godzilla vs. Mothra|1992|Battra,Mothra\\n', 'Godzilla vs. Mechagodzilla II|1993|Baby Godzilla,Rodan,Mechagodzilla,Mecha-King Ghidorah\\n', 'Godzilla vs. SpaceGodzilla 1994|Fairy Mothra,Little Godzilla,MOGUERA,SpaceGodzilla\\n', 'Godzilla 2000: Millennium|1999|Orga\\n', 'Godzilla vs. Megaguiras|2000|Meganulon,Meganula,Megaguiras\\n', 'Godzilla, Mothra, and King Ghidorah: Giant Monsters All-Out Attack|2001|Baragon,King Ghidorah,Mothra\\n', 'Godzilla Against Mechagodzilla|2002|Kiryu\\n', 'Godzilla: Tokyo S.O.S.|Kamoebas,Kiryu,Mothra\\n', 'Godzilla: Final Wars|2004|Anguiras,Ebirah,Gigan,Hedorah,Monster X,Keizer Ghidorah,Kamacuras,King Caesar,Kumonga,Manda,Minilla,Mothra,Rodan,Zilla\\n', 'Godzilla|2014|M.U.T.O.\\n', 'Mothra vs. Godzilla|1964|Mothra\\n', 'Invasion of Astro-Monster|1965|King Ghidorah,Rodan\\n', 'Godzilla vs. Gigan|1972|Anguiras,Gigan,King Ghidorah\\n']\n" ] } ], "prompt_number": 36 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Writing files" ] }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Writing one line at a time" ] }, { "cell_type": "code", "collapsed": false, "input": [ "dumb_monsters = ('Hedorah', 'Megalon', 'Gigan', 'Minilla')\n", "f = open('monsters.txt', 'w')\n", "for monster in dumb_monsters:\n", " f.write(monster + '\\n')\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 37 }, { "cell_type": "heading", "level": 2, "metadata": {}, "source": [ "Writing all of the lines at once" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This approach does not add newlines, so add them yourself if needed." ] }, { "cell_type": "code", "collapsed": false, "input": [ "dumb_monsters = ('Hedorah', 'Megalon', 'Gigan', 'Minilla')\n", "f = open('monsters2.txt', 'w')\n", "f.writelines(dumb_monsters)\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 26 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Binary files" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Open and close similar to text files, but use read() and write()." ] }, { "cell_type": "code", "collapsed": false, "input": [ "f = open('nikki.jpg', 'rb')\n", "my_dog = f.read()\n", "f.close()\n", "# Do arbitrary stuff with data.\n", "f = open('new_nikki.jpg', 'wb')\n", "f.write(my_dog)\n", "f.close()\n" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Format-specific binary I/O is available through standard modules, like _Image_." ] }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.display import Image\n", "puppeh = Image(filename = 'nikki.jpg')\n", "puppeh" ], "language": "python", "metadata": {}, "outputs": [ { "jpeg": 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ikxYopNZm0czTsxG7FGxS1nEoMhBNIkDppSs+zYIrzTYaV+JKGdvMTmoegx7Kjmv1FHNC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\nWZCA0hXFjRFRjnbLMNR2rqf/2Q==\n", "metadata": {}, "output_type": "pyout", "prompt_number": 10, "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "Pickels!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The pickle is an internal Python format for writing arbitrary data to a file in a way that allows it to be read in again, intact." ] }, { "cell_type": "code", "collapsed": false, "input": [ "movies = [{'title': 'Godzilla', 'year': 1954}, {'title': 'Godzilla 2000: Millennium', 'year': 1999}]\n", "import pickle\n", "f = open('pickled_kaiju.pkl', 'wb')\n", "pickle.dump(movies, f)\n", "f.close()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 4 }, { "cell_type": "code", "collapsed": false, "input": [ "f = open('pickled_kaiju.pkl', 'rb')\n", "pickled_movies = pickle.load(f)\n", "f.close()\n", "print pickled_movies" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[{'title': 'Godzilla', 'year': 1954}, {'title': 'Godzilla 2000: Millennium', 'year': 1999}]\n" ] } ], "prompt_number": 44 }, { "cell_type": "heading", "level": 1, "metadata": {}, "source": [ "More" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There is much more to file I/O in Python - binary data, reading and writing through network connections, other object serialization methods. Dive into that when you are comfortable with basic text input and output." ] } ], "metadata": {} } ] }