From 0fb5aff4a468ae1e25eb727085303eaa91ac6d6d Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sat, 14 Feb 2015 11:40:21 -0500 Subject: [PATCH 01/10] Finished identifying and stripping comments from source. --- parser.py | 81 +++++++++++++++++++++++++++++++++++++++++++++ test/parser_test.py | 65 ++++++++++++++++++++++++++++++++++++ 2 files changed, 146 insertions(+) create mode 100644 parser.py create mode 100644 test/parser_test.py diff --git a/parser.py b/parser.py new file mode 100644 index 0000000..e607e9f --- /dev/null +++ b/parser.py @@ -0,0 +1,81 @@ +import re + +"""The Parser module will provide methods for parsing information from a +string representing a source code document, as well as a method for reading +the file""" + + +def read_file(file_path): + with open(file_path) as source_file: + source_text = source_file.read() + return source_text + + +def split_into_lines(source_text): + return source_text.splitlines() + + +def identify_comment_type(source_lines): + comment_types = [r"\w*/\*+", r"\w*\(\*+", r"\w*;;+", r"\w*//+", + r"\w*--+", r"\w*\#+"] + + for line in source_lines: + for index, c_type in enumerate(comment_types): + if re.search(r"{} ?(\w+ )+".format(c_type), line): + return index + return -1 + + +def identify_comment_blocks(c_type, source_lines): + block_start = [r"\w*/\*+", r"\w*\(\*+"] + block_stop = [r"\*+/", r"\*+\)"] + in_block = False + to_remove = [] + + for line in source_lines: + if in_block == True and re.search(block_stop[c_type], line): + to_remove.append(line) + in_block = False + elif in_block == True: + to_remove.append(line) + elif re.match(block_start[c_type], line): + to_remove.append(line) + in_block = True + return to_remove + + +def strip_comments(c_type, source_lines): + comment_types = [r"/\*+", r"\(\*+", r";;+", r"//+", r"--+", r"\#+"] + items_to_remove = [] + + if c_type == 0 or c_type == 1: + items_to_remove.extend(identify_comment_blocks(c_type, source_lines)) + if c_type == 0: + c_type = 3 + for line in source_lines: + if re.match(comment_types[c_type], line): + items_to_remove.append(line) + stripped_source_lines = remove_items(items_to_remove, source_lines) + + if c_type >= 3: + stripped_source_lines = strip_inline_comments(c_type, + stripped_source_lines) + return stripped_source_lines + + +def remove_items(items, source_lines): + for item in items: + source_lines.remove(item) + return source_lines + + +def strip_inline_comments(c_type, source_lines): + comment_types = [r"/\*+", r"\(\*+", r";;+", r"//+", r"--+", r"\#+"] + stripped_lines = [] + for line in source_lines: + if re.search(comment_types[c_type], line): + index = re.search(comment_types[c_type], line).span()[0] + stripped_lines.append(line[:index]) + else: + stripped_lines.append(line) + return stripped_lines diff --git a/test/parser_test.py b/test/parser_test.py new file mode 100644 index 0000000..62a3ac9 --- /dev/null +++ b/test/parser_test.py @@ -0,0 +1,65 @@ +import parser + + +def test_read_file(): + text = parser.read_file("test/1") + assert text + + +def test_split_lines(): + text = "a\nb\nc" + text_list = parser.split_into_lines(text) + assert text_list == ["a", "b", "c"] + + +def test_identify_comment_type(): + text = ["/* Test comment"] + comment_type = parser.identify_comment_type(text) + assert comment_type == 0 + + text = ["(* Test comment *)"] + comment_type = parser.identify_comment_type(text) + assert comment_type == 1 + + text = [";; Test comment "] + comment_type = parser.identify_comment_type(text) + assert comment_type == 2 + + text = ["// Test comment "] + comment_type = parser.identify_comment_type(text) + assert comment_type == 3 + + text = ["-- Test comment "] + comment_type = parser.identify_comment_type(text) + assert comment_type == 4 + + text = ["# Test comment "] + comment_type = parser.identify_comment_type(text) + assert comment_type == 5 + + +def test_identify_comment_block(): + text = ["codecode", "/* Comment", "Comment", "End */", "Code"] + to_remove = parser.identify_comment_blocks(0, text) + assert to_remove == ["/* Comment", "Comment", "End */"] + + text = ["codecode", "(* Comment", "Comment", "End *)", "Code"] + to_remove = parser.identify_comment_blocks(1, text) + assert to_remove == ["(* Comment", "Comment", "End *)"] + + +def test_strip_comments(): + text = ["code", "code", "/* Comment", "comment", "comment */", "code", + "code", "// comment", "code", "// comment"] + new_text = parser.strip_comments(0, text) + assert new_text == ["code", "code", "code", "code", "code"] + + text = ["code", "# comment", "#comment", "code"] + new_text = parser.strip_comments(5, text) + assert new_text == ["code", "code"] + + +def test_strip_inline_comments(): + text = ["code // comment"] + new_text = parser.strip_inline_comments(3, text) + assert new_text == ["code "] From 5d1e69336ba1fcb4fe42251edfc7992d470ede20 Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sat, 14 Feb 2015 13:23:42 -0500 Subject: [PATCH 02/10] Added scoring functions for several code attributes --- parser.py | 134 ++++++++++++++++++++++++++++++++++++++++++++ test/parser_test.py | 18 ++++++ 2 files changed, 152 insertions(+) diff --git a/parser.py b/parser.py index e607e9f..ec6a50a 100644 --- a/parser.py +++ b/parser.py @@ -79,3 +79,137 @@ def strip_inline_comments(c_type, source_lines): else: stripped_lines.append(line) return stripped_lines + + +def count_characters(source_lines): + source_text = "\n".join(source_lines) + return len(source_text) + + +def identify_print_style(source_lines): + for line in source_lines: + if line.find("puts") > -1: + return 0 + elif line.find("println") > -1: + return 1 + elif line.find("printf") > -1: + return 2 + elif line.find("print") > -1: + return 3 + return -1 + + +def count_parentheses(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("(") + source_text.count(")") + return total_count / length_of_source + + +def count_braces(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("{") + source_text.count("}") + return total_count / length_of_source + + +def count_double_colons(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("::") + return total_count / length_of_source + + +def count_dollar_signs(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("$") + return total_count / length_of_source + + +def count_question_marks(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("?") + return total_count / length_of_source + + +def count_pipes(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("|") + return total_count / length_of_source + + +def count_percent_signs(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("%") + return total_count / length_of_source + + +def count_at_symbols(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("@") + return total_count / length_of_source + + +def check_double_plus_minus(source_list): + source_text = "\n".join(source_list) + if source_text.find("++") > -1 or source_text.find("--") > -1: + return 1 + else: + return 0 + + +def check_colon_equals(source_list): + source_text = "\n".join(source_list) + if source_text.find(":=") > -1: + return 1 + else: + return 0 + + +def check_equals_arrow(source_list): + source_text = "\n".join(source_list) + if source_text.find("=>") > -1: + return 1 + else: + return 0 + + +def parse_and_score(file_location): + scores = [] + source_text = read_file(file_location) + source_length = count_characters(source_text) + listed_source_text = split_into_lines(source_text) + comment_style = identify_comment_type(listed_source_text) + listed_source_text = strip_comments(listed_source_text) + print_style = identify_print_style(listed_source_text) + + parentheses_proportion = count_parentheses(listed_source_text, + source_length) + curly_brace_proportion = count_braces(listed_source_text, source_length) + double_colon_proportion = count_double_colons(listed_source_text, + source_length) + semi_colon_proportion = count_semi_colons(listed_source_text, + source_length) + dollar_sign_proportion = count_dollar_signs(listed_source_text, + source_length) + question_mark_proportion = count_question_marks(listed_source_text, + source_length) + pipes_proportion = count_pipes(listed_source_text, source_length) + percent_sign_proportion = count_percent_signs(listed_source_text, + source_length) + at_symbol_proportion = count_at_symbols(listed_source_text, source_length) + contains_double_plus_minus = check_double_plus_minus(listed_source_text) + contains_colon_equals = check_colon_equals(listed_source_text) + contains_equals_arrow = check_equals_arrow(listed_source_text) + + scores.append(comment_style) + scores.append(print_style) + scores.append(parentheses_proportion) + scores.append(curly_brace_proportion) + scores.append(double_colon_proportion) + scores.append(semi_colon_proportion) + scores.append(dollar_sign_proportion) + scores.append(question_mark_proportion) + scores.append(pipes_proportion) + scores.append(percent_sign_proportion) + scores.append(at_symbol_proportion) + scores.append(contains_double_plus_minus) + scores.append(contains_colon_equals) + scores.append(check_equals_arrow) diff --git a/test/parser_test.py b/test/parser_test.py index 62a3ac9..3c8d4cc 100644 --- a/test/parser_test.py +++ b/test/parser_test.py @@ -63,3 +63,21 @@ def test_strip_inline_comments(): text = ["code // comment"] new_text = parser.strip_inline_comments(3, text) assert new_text == ["code "] + + +def test_identify_print_style(): + text = ["puts 'ths'"] + print_type = parser.identify_print_style(text) + assert print_type == 0 + + text = ["println 'ths'"] + print_type = parser.identify_print_style(text) + assert print_type == 1 + + text = ["printf 'ths'"] + print_type = parser.identify_print_style(text) + assert print_type == 2 + + text = ["print 'ths'"] + print_type = parser.identify_print_style(text) + assert print_type == 3 From 9296b3ef44a87ebe5b96b517b8815d29fbab8ccc Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sat, 14 Feb 2015 16:13:03 -0500 Subject: [PATCH 03/10] Added new features. Added trainer module to train my Random Forest. --- parser.py | 88 ++++++++++++++++++++++++++++++++++++++++++++++-------- trainer.py | 71 +++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 146 insertions(+), 13 deletions(-) create mode 100644 trainer.py diff --git a/parser.py b/parser.py index ec6a50a..a515958 100644 --- a/parser.py +++ b/parser.py @@ -1,4 +1,6 @@ import re +import numpy as np + """The Parser module will provide methods for parsing information from a string representing a source code document, as well as a method for reading @@ -52,11 +54,12 @@ def strip_comments(c_type, source_lines): items_to_remove.extend(identify_comment_blocks(c_type, source_lines)) if c_type == 0: c_type = 3 - for line in source_lines: - if re.match(comment_types[c_type], line): - items_to_remove.append(line) - stripped_source_lines = remove_items(items_to_remove, source_lines) + if c_type >= 3: + for line in source_lines: + if re.match(comment_types[c_type], line): + items_to_remove.append(line) + stripped_source_lines = remove_items(items_to_remove, source_lines) if c_type >= 3: stripped_source_lines = strip_inline_comments(c_type, stripped_source_lines) @@ -65,7 +68,10 @@ def strip_comments(c_type, source_lines): def remove_items(items, source_lines): for item in items: - source_lines.remove(item) + try: + source_lines.remove(item) + except ValueError: + continue return source_lines @@ -117,6 +123,12 @@ def count_double_colons(source_list, length_of_source): return total_count / length_of_source +def count_semi_colons(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count(";") + return total_count / length_of_source + + def count_dollar_signs(source_list, length_of_source): source_text = "\n".join(source_list) total_count = source_text.count("$") @@ -136,15 +148,21 @@ def count_pipes(source_list, length_of_source): def count_percent_signs(source_list, length_of_source): - source_text = "\n".join(source_list) - total_count = source_text.count("%") - return total_count / length_of_source + source_text = "\n".join(source_list) + total_count = source_text.count("%") + return total_count / length_of_source def count_at_symbols(source_list, length_of_source): - source_text = "\n".join(source_list) - total_count = source_text.count("@") - return total_count / length_of_source + source_text = "\n".join(source_list) + total_count = source_text.count("@") + return total_count / length_of_source + + +def count_double_period(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("..") + return total_count / length_of_source def check_double_plus_minus(source_list): @@ -163,6 +181,21 @@ def check_colon_equals(source_list): return 0 +def check_dash_arrow(source_list): + source_text = "\n".join(source_list) + if source_text.find("->") > -1: + return 1 + else: + return 0 + + +def check_reverse_dash_arrow(source_list): + source_text = "\n".join(source_list) + if source_text.find("<-") > -1: + return 1 + else: + return 0 + def check_equals_arrow(source_list): source_text = "\n".join(source_list) if source_text.find("=>") > -1: @@ -171,13 +204,29 @@ def check_equals_arrow(source_list): return 0 +def check_for_function(source_list): + source_text = "\n".join(source_list) + if source_text.find("function") > -1: + return 1 + else: + return 0 + + +def check_for_public(source_list): + source_text = "\n".join(source_list) + if source_text.find("public") > -1: + return 1 + else: + return 0 + + def parse_and_score(file_location): scores = [] source_text = read_file(file_location) source_length = count_characters(source_text) listed_source_text = split_into_lines(source_text) comment_style = identify_comment_type(listed_source_text) - listed_source_text = strip_comments(listed_source_text) + listed_source_text = strip_comments(comment_style, listed_source_text) print_style = identify_print_style(listed_source_text) parentheses_proportion = count_parentheses(listed_source_text, @@ -195,9 +244,15 @@ def parse_and_score(file_location): percent_sign_proportion = count_percent_signs(listed_source_text, source_length) at_symbol_proportion = count_at_symbols(listed_source_text, source_length) + double_period_proportion = count_double_period(listed_source_text, + source_length) contains_double_plus_minus = check_double_plus_minus(listed_source_text) contains_colon_equals = check_colon_equals(listed_source_text) + contains_dash_arrow = check_equals_arrow(listed_source_text) + contains_reverse_dash_arrow = check_reverse_dash_arrow(listed_source_text) contains_equals_arrow = check_equals_arrow(listed_source_text) + contains_word_function = check_for_function(listed_source_text) + contains_word_public = check_for_public(listed_source_text) scores.append(comment_style) scores.append(print_style) @@ -211,5 +266,12 @@ def parse_and_score(file_location): scores.append(percent_sign_proportion) scores.append(at_symbol_proportion) scores.append(contains_double_plus_minus) + scores.append(double_period_proportion) scores.append(contains_colon_equals) - scores.append(check_equals_arrow) + scores.append(contains_dash_arrow) + scores.append(contains_reverse_dash_arrow) + scores.append(contains_equals_arrow) + scores.append(contains_word_function) + scores.append(contains_word_public) + + return np.array(scores) diff --git a/trainer.py b/trainer.py new file mode 100644 index 0000000..9503ac2 --- /dev/null +++ b/trainer.py @@ -0,0 +1,71 @@ +import numpy as np +import os +import re +from sklearn.cross_validation import cross_val_score, train_test_split +from sklearn.metrics import (classification_report, f1_score, accuracy_score, + confusion_matrix) +from sklearn.ensemble import RandomForestClassifier +import parser + + +def create_training_data(): + data_directory = "train_files/" + + filetype_dict = create_filetype_dict() + filetype_list = list(set(value for key, value in filetype_dict.items())) + print(filetype_list) + training_data = [] + training_results = [] + + for file in os.listdir(data_directory): + fileext = re.findall(r"\w+\.(\w+)", file) + if fileext: + if fileext[0] == "txt": + continue + filetype = filetype_dict[fileext[0]] + training_results.append(filetype_list.index(filetype)) + training_data.append(parser.parse_and_score(data_directory + file)) + + return training_data, training_results + + +def create_filetype_dict(): + with open("train_files/extension_dict.txt") as filetype: + filetype_data = filetype.readlines() + filetype_list = [] + for line in filetype_data: + filetype_list.extend(re.findall(r"(\w+), (\w+)", line)) + filetype_dict = {} + for filetypes in filetype_list: + key, value = filetypes + filetype_dict[key] = value + return filetype_dict + + +def split_data(data, results, test_size): + """Splits the data into training and test data sets.""" + train_data, test_data, train_results, test_results = train_test_split( + data, results, test_size=test_size, random_state=0) + + return train_data, test_data, train_results, test_results + + +def train_learner(train_data, train_results): + learner = RandomForestClassifier(n_estimators=100, random_state=0) + learner.fit(train_data, train_results) + return learner + + +def test_learner(learner, test_data, test_results): + prediction = learner.predict(test_data) + print(classification_report(test_results, prediction)) + print(confusion_matrix(test_results, prediction)) + print(f1_score(test_results, prediction)) + +if __name__ == '__main__': + data, results = create_training_data() + train_data, test_data, train_results, test_results = split_data(data, + results, + 0.2) + trained_forest = train_learner(train_data, train_results) + test_learner(trained_forest, test_data, test_results) From 7f89a36c8d1c7ea18e1a8548a6c96122fbace772 Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sat, 14 Feb 2015 16:29:59 -0500 Subject: [PATCH 04/10] Output random forest to pickle file for use in main program. --- trainer.py | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/trainer.py b/trainer.py index 9503ac2..dfae850 100644 --- a/trainer.py +++ b/trainer.py @@ -5,6 +5,7 @@ from sklearn.metrics import (classification_report, f1_score, accuracy_score, confusion_matrix) from sklearn.ensemble import RandomForestClassifier +import pickle import parser @@ -26,7 +27,7 @@ def create_training_data(): training_results.append(filetype_list.index(filetype)) training_data.append(parser.parse_and_score(data_directory + file)) - return training_data, training_results + return training_data, training_results, filetype_list def create_filetype_dict(): @@ -63,9 +64,16 @@ def test_learner(learner, test_data, test_results): print(f1_score(test_results, prediction)) if __name__ == '__main__': - data, results = create_training_data() + data, results, key = create_training_data() train_data, test_data, train_results, test_results = split_data(data, results, 0.2) trained_forest = train_learner(train_data, train_results) test_learner(trained_forest, test_data, test_results) + + max_train = train_learner(data, results) + with open("random_forest.dat", "wb") as file: + pickle.dump(max_train, file) + with open("key.txt", "w") as file: + for item in key: + file.write(item + "\n") From a51f6712051ef7f5719a64d75fbdea0438f80d7b Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sun, 15 Feb 2015 15:40:10 -0500 Subject: [PATCH 05/10] Added predictor module to use exported classifier, and notebook. --- ProgrammingLanguageClassification.ipynb | 299 ++++++++++++++++++++++++ parser.py | 5 +- predictor.py | 26 +++ test.csv | 65 +++--- trainer.py | 21 +- 5 files changed, 371 insertions(+), 45 deletions(-) create mode 100644 ProgrammingLanguageClassification.ipynb create mode 100644 predictor.py diff --git a/ProgrammingLanguageClassification.ipynb b/ProgrammingLanguageClassification.ipynb new file mode 100644 index 0000000..00cfd42 --- /dev/null +++ b/ProgrammingLanguageClassification.ipynb @@ -0,0 +1,299 @@ +{ + "metadata": { + "name": "", + "signature": "sha256:ab1cb590b5a83962edaac8dcd729f3196b9ef556f0cb8cc7f3e1f9a14593abc2" + }, + "nbformat": 3, + "nbformat_minor": 0, + "worksheets": [ + { + "cells": [ + { + "cell_type": "code", + "collapsed": false, + "input": [ + "import re\n", + "import numpy as np\n", + "from sklearn.metrics import (classification_report, f1_score, accuracy_score,\n", + " confusion_matrix)\n", + "import parser\n", + "import trainer\n", + "import predictor" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 32 + }, + { + "cell_type": "heading", + "level": 2, + "metadata": {}, + "source": [ + "Programming Language Identification" + ] + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "First, we need to create and train our language classifier. This will also involve testing our classifier to see its accuracy. For this script we are using a Random Tree Classifier provided by the sklearn toolkit." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "data, results = trainer.create_training_data()" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 2 + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "The create_training_data function reads in the training_data folder and parses and scores each of the source files for use with our classifier. It also creates a list containing the correct answers for each of the elements in the data array.\n", + "\n", + "Next we need to split our data into training and testing blocks." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "train_data, test_data, train_results, test_results = trainer.split_data(data, results, 0.2)" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 4 + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "Now that our data has been appropriately split we need to use our training data to train our classifier." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "trained_forest = trainer.train_learner(train_data, train_results)" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 6 + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "Now that our random forest is trained, we need to run it against our test data to see how well it performs." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "trainer.test_learner(trained_forest, test_data, test_results)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + " precision recall f1-score support\n", + "\n", + " Clojure 1.00 1.00 1.00 6\n", + " Haskell 1.00 0.50 0.67 2\n", + " Java 1.00 1.00 1.00 39\n", + " JavaScript 1.00 1.00 1.00 9\n", + " OCaml 1.00 1.00 1.00 4\n", + " PHP 0.97 1.00 0.99 72\n", + " Perl 1.00 0.91 0.95 23\n", + " Python 0.93 0.93 0.93 15\n", + " Ruby 0.93 0.93 0.93 29\n", + " Scala 1.00 0.90 0.95 10\n", + " Scheme 1.00 1.00 1.00 2\n", + " TCL 0.71 1.00 0.83 5\n", + "\n", + "avg / total 0.97 0.97 0.97 216\n", + "\n", + "[[ 6 0 0 0 0 0 0 0 0 0 0 0]\n", + " [ 0 1 0 0 0 0 0 0 1 0 0 0]\n", + " [ 0 0 39 0 0 0 0 0 0 0 0 0]\n", + " [ 0 0 0 9 0 0 0 0 0 0 0 0]\n", + " [ 0 0 0 0 4 0 0 0 0 0 0 0]\n", + " [ 0 0 0 0 0 72 0 0 0 0 0 0]\n", + " [ 0 0 0 0 0 2 21 0 0 0 0 0]\n", + " [ 0 0 0 0 0 0 0 14 1 0 0 0]\n", + " [ 0 0 0 0 0 0 0 0 27 0 0 2]\n", + " [ 0 0 0 0 0 0 0 1 0 9 0 0]\n", + " [ 0 0 0 0 0 0 0 0 0 0 2 0]\n", + " [ 0 0 0 0 0 0 0 0 0 0 0 5]]\n", + "0.967323742107\n" + ] + } + ], + "prompt_number": 8 + }, + { + "cell_type": "raw", + "metadata": {}, + "source": [ + "We are getting near 97% accuracy against our test data. TCL seems to have the lowest success in identification, but the training set for that language was very small.\n", + "\n", + "After training and testing the classifier was retrained using the entire data set and saved to disk for later use. Next we will use our classifier to try to identify some other test data." + ] + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "result_list = []\n", + "with open(\"test.csv\") as result:\n", + " results = result.readlines()\n", + " for item in results:\n", + " result_list.append(re.findall(\"\\d+,(\\w+)\", item)[0])" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 41 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "result_list" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 42, + "text": [ + "['Clojure',\n", + " 'Clojure',\n", + " 'Clojure',\n", + " 'Clojure',\n", + " 'Python',\n", + " 'Python',\n", + " 'Python',\n", + " 'Python',\n", + " 'JavaScript',\n", + " 'JavaScript',\n", + " 'JavaScript',\n", + " 'JavaScript',\n", + " 'Ruby',\n", + " 'Ruby',\n", + " 'Ruby',\n", + " 'Haskell',\n", + " 'Haskell',\n", + " 'Haskell',\n", + " 'Scheme',\n", + " 'Scheme',\n", + " 'Scheme',\n", + " 'Java',\n", + " 'Java',\n", + " 'Scala',\n", + " 'Scala',\n", + " 'TCL',\n", + " 'TCL',\n", + " 'PHP',\n", + " 'PHP',\n", + " 'PHP',\n", + " 'OCaml',\n", + " 'OCaml']" + ] + } + ], + "prompt_number": 42 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "predictions = []\n", + "classifier = predictor.load_classifier()\n", + "\n", + "for num in range(1, 33):\n", + " data = predictor.prepare_file(\"test/{}\".format(num))\n", + " predictions.append(predictor.test_file(classifier, data))\n", + "predictions = np.array(predictions)" + ], + "language": "python", + "metadata": {}, + "outputs": [], + "prompt_number": 43 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "print(classification_report(result_list, predictions))\n", + "print(confusion_matrix(result_list, predictions))\n", + "print(f1_score(result_list, predictions))" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "stream": "stdout", + "text": [ + " precision recall f1-score support\n", + "\n", + " Clojure 0.00 0.00 0.00 4\n", + " Haskell 1.00 1.00 1.00 3\n", + " Java 0.50 1.00 0.67 2\n", + " JavaScript 1.00 0.50 0.67 4\n", + " OCaml 0.00 0.00 0.00 2\n", + " PHP 0.11 0.33 0.17 3\n", + " Python 0.67 0.50 0.57 4\n", + " Ruby 0.50 0.33 0.40 3\n", + " Scala 0.40 1.00 0.57 2\n", + " Scheme 1.00 1.00 1.00 3\n", + " TCL 1.00 0.50 0.67 2\n", + "\n", + "avg / total 0.57 0.53 0.51 32\n", + "\n", + "[[0 0 0 0 0 3 1 0 0 0 0]\n", + " [0 3 0 0 0 0 0 0 0 0 0]\n", + " [0 0 2 0 0 0 0 0 0 0 0]\n", + " [0 0 0 2 0 0 0 0 2 0 0]\n", + " [0 0 0 0 0 1 0 1 0 0 0]\n", + " [0 0 2 0 0 1 0 0 0 0 0]\n", + " [0 0 0 0 0 1 2 0 1 0 0]\n", + " [0 0 0 0 0 2 0 1 0 0 0]\n", + " [0 0 0 0 0 0 0 0 2 0 0]\n", + " [0 0 0 0 0 0 0 0 0 3 0]\n", + " [0 0 0 0 0 1 0 0 0 0 1]]\n", + "0.51443452381\n" + ] + } + ], + "prompt_number": 44 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [], + "language": "python", + "metadata": {}, + "outputs": [] + } + ], + "metadata": {} + } + ] +} \ No newline at end of file diff --git a/parser.py b/parser.py index a515958..9cefdf9 100644 --- a/parser.py +++ b/parser.py @@ -196,6 +196,7 @@ def check_reverse_dash_arrow(source_list): else: return 0 + def check_equals_arrow(source_list): source_text = "\n".join(source_list) if source_text.find("=>") > -1: @@ -219,16 +220,16 @@ def check_for_public(source_list): else: return 0 - + def parse_and_score(file_location): scores = [] source_text = read_file(file_location) source_length = count_characters(source_text) listed_source_text = split_into_lines(source_text) + comment_style = identify_comment_type(listed_source_text) listed_source_text = strip_comments(comment_style, listed_source_text) print_style = identify_print_style(listed_source_text) - parentheses_proportion = count_parentheses(listed_source_text, source_length) curly_brace_proportion = count_braces(listed_source_text, source_length) diff --git a/predictor.py b/predictor.py new file mode 100644 index 0000000..c2b2a29 --- /dev/null +++ b/predictor.py @@ -0,0 +1,26 @@ +import os +import re +import pickle +import parser + + +def load_classifier(test_file="random_forest.dat", key="key.txt"): + with open(test_file, "rb") as saved_classifier: + classifier = pickle.load(saved_classifier) + return classifier + + +def prepare_file(file_location): + return parser.parse_and_score(file_location) + + +def test_file(classifier, test_data): + return classifier.predict(test_data) + + +if __name__ == '__main__': + file_location = input("Enter file location: ") + classifier = load_classifier() + data = prepare_file(file_location) + results = test_file(classifier, data) + print(results[0]) diff --git a/test.csv b/test.csv index adbf5dd..a633962 100644 --- a/test.csv +++ b/test.csv @@ -1,33 +1,32 @@ -Filename,Language -1,clojure -2,clojure -3,clojure -4,clojure -5,python -6,python -7,python -8,python -9,javascript -10,javascript -11,javascript -12,javascript -13,ruby -14,ruby -15,ruby -16,haskell -17,haskell -18,haskell -19,scheme -20,scheme -21,scheme -22,java -23,java -24,scala -25,scala -26,tcl -27,tcl -28,php -29,php -30,php -31,ocaml -32,ocaml +1,Clojure +2,Clojure +3,Clojure +4,Clojure +5,Python +6,Python +7,Python +8,Python +9,JavaScript +10,JavaScript +11,JavaScript +12,JavaScript +13,Ruby +14,Ruby +15,Ruby +16,Haskell +17,Haskell +18,Haskell +19,Scheme +20,Scheme +21,Scheme +22,Java +23,Java +24,Scala +25,Scala +26,TCL +27,TCL +28,PHP +29,PHP +30,PHP +31,OCaml +32,OCaml diff --git a/trainer.py b/trainer.py index dfae850..6f1a985 100644 --- a/trainer.py +++ b/trainer.py @@ -14,20 +14,19 @@ def create_training_data(): filetype_dict = create_filetype_dict() filetype_list = list(set(value for key, value in filetype_dict.items())) - print(filetype_list) training_data = [] training_results = [] for file in os.listdir(data_directory): - fileext = re.findall(r"\w+\.(\w+)", file) + fileext = re.findall(r"\w+\.?\w+?\.(\w+)", file) if fileext: if fileext[0] == "txt": continue filetype = filetype_dict[fileext[0]] - training_results.append(filetype_list.index(filetype)) + training_results.append(filetype) training_data.append(parser.parse_and_score(data_directory + file)) - return training_data, training_results, filetype_list + return training_data, training_results def create_filetype_dict(): @@ -63,8 +62,14 @@ def test_learner(learner, test_data, test_results): print(confusion_matrix(test_results, prediction)) print(f1_score(test_results, prediction)) + +def export_forest(forest): + with open("random_forest.dat", "wb") as file: + pickle.dump(max_train, file) + + if __name__ == '__main__': - data, results, key = create_training_data() + data, results = create_training_data() train_data, test_data, train_results, test_results = split_data(data, results, 0.2) @@ -72,8 +77,4 @@ def test_learner(learner, test_data, test_results): test_learner(trained_forest, test_data, test_results) max_train = train_learner(data, results) - with open("random_forest.dat", "wb") as file: - pickle.dump(max_train, file) - with open("key.txt", "w") as file: - for item in key: - file.write(item + "\n") + export_forest(max_train) From da68e785460ea05e8c708d875e47f5f615ba5cb3 Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sun, 15 Feb 2015 19:57:34 -0500 Subject: [PATCH 06/10] Added new features to improve accuracy --- ProgrammingLanguageClassification.ipynb | 86 +++++++-------- parser.py | 135 ++++++++++++++++++++++-- predictor.py | 2 +- 3 files changed, 171 insertions(+), 52 deletions(-) diff --git a/ProgrammingLanguageClassification.ipynb b/ProgrammingLanguageClassification.ipynb index 00cfd42..f7e53db 100644 --- a/ProgrammingLanguageClassification.ipynb +++ b/ProgrammingLanguageClassification.ipynb @@ -1,7 +1,7 @@ { "metadata": { "name": "", - "signature": "sha256:ab1cb590b5a83962edaac8dcd729f3196b9ef556f0cb8cc7f3e1f9a14593abc2" + "signature": "sha256:05a986bd76c487c6d729f093815b90fe27a60a8220e8cc05bc4a353432365e77" }, "nbformat": 3, "nbformat_minor": 0, @@ -18,12 +18,13 @@ " confusion_matrix)\n", "import parser\n", "import trainer\n", - "import predictor" + "import predictor\n", + "from sklearn.ensemble import AdaBoostClassifier" ], "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 32 + "prompt_number": 1 }, { "cell_type": "heading", @@ -69,7 +70,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 4 + "prompt_number": 3 }, { "cell_type": "raw", @@ -87,7 +88,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 6 + "prompt_number": 4 }, { "cell_type": "raw", @@ -112,37 +113,37 @@ " precision recall f1-score support\n", "\n", " Clojure 1.00 1.00 1.00 6\n", - " Haskell 1.00 0.50 0.67 2\n", + " Haskell 1.00 1.00 1.00 2\n", " Java 1.00 1.00 1.00 39\n", " JavaScript 1.00 1.00 1.00 9\n", " OCaml 1.00 1.00 1.00 4\n", - " PHP 0.97 1.00 0.99 72\n", + " PHP 0.96 1.00 0.98 72\n", " Perl 1.00 0.91 0.95 23\n", - " Python 0.93 0.93 0.93 15\n", - " Ruby 0.93 0.93 0.93 29\n", - " Scala 1.00 0.90 0.95 10\n", + " Python 0.94 1.00 0.97 15\n", + " Ruby 1.00 0.93 0.96 29\n", + " Scala 1.00 1.00 1.00 10\n", " Scheme 1.00 1.00 1.00 2\n", - " TCL 0.71 1.00 0.83 5\n", + " TCL 0.80 0.80 0.80 5\n", "\n", - "avg / total 0.97 0.97 0.97 216\n", + "avg / total 0.98 0.98 0.98 216\n", "\n", "[[ 6 0 0 0 0 0 0 0 0 0 0 0]\n", - " [ 0 1 0 0 0 0 0 0 1 0 0 0]\n", + " [ 0 2 0 0 0 0 0 0 0 0 0 0]\n", " [ 0 0 39 0 0 0 0 0 0 0 0 0]\n", " [ 0 0 0 9 0 0 0 0 0 0 0 0]\n", " [ 0 0 0 0 4 0 0 0 0 0 0 0]\n", " [ 0 0 0 0 0 72 0 0 0 0 0 0]\n", - " [ 0 0 0 0 0 2 21 0 0 0 0 0]\n", - " [ 0 0 0 0 0 0 0 14 1 0 0 0]\n", - " [ 0 0 0 0 0 0 0 0 27 0 0 2]\n", - " [ 0 0 0 0 0 0 0 1 0 9 0 0]\n", + " [ 0 0 0 0 0 1 21 1 0 0 0 0]\n", + " [ 0 0 0 0 0 0 0 15 0 0 0 0]\n", + " [ 0 0 0 0 0 1 0 0 27 0 0 1]\n", + " [ 0 0 0 0 0 0 0 0 0 10 0 0]\n", " [ 0 0 0 0 0 0 0 0 0 0 2 0]\n", - " [ 0 0 0 0 0 0 0 0 0 0 0 5]]\n", - "0.967323742107\n" + " [ 0 0 0 0 0 1 0 0 0 0 0 4]]\n", + "0.976692465028\n" ] } ], - "prompt_number": 8 + "prompt_number": 5 }, { "cell_type": "raw", @@ -166,7 +167,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 41 + "prompt_number": 6 }, { "cell_type": "code", @@ -180,7 +181,7 @@ { "metadata": {}, "output_type": "pyout", - "prompt_number": 42, + "prompt_number": 7, "text": [ "['Clojure',\n", " 'Clojure',\n", @@ -217,7 +218,7 @@ ] } ], - "prompt_number": 42 + "prompt_number": 7 }, { "cell_type": "code", @@ -234,7 +235,7 @@ "language": "python", "metadata": {}, "outputs": [], - "prompt_number": 43 + "prompt_number": 8 }, { "cell_type": "code", @@ -253,36 +254,36 @@ "text": [ " precision recall f1-score support\n", "\n", - " Clojure 0.00 0.00 0.00 4\n", + " Clojure 0.80 1.00 0.89 4\n", " Haskell 1.00 1.00 1.00 3\n", - " Java 0.50 1.00 0.67 2\n", - " JavaScript 1.00 0.50 0.67 4\n", - " OCaml 0.00 0.00 0.00 2\n", - " PHP 0.11 0.33 0.17 3\n", - " Python 0.67 0.50 0.57 4\n", - " Ruby 0.50 0.33 0.40 3\n", - " Scala 0.40 1.00 0.57 2\n", + " Java 0.67 1.00 0.80 2\n", + " JavaScript 1.00 0.75 0.86 4\n", + " OCaml 1.00 0.50 0.67 2\n", + " PHP 0.67 0.67 0.67 3\n", + " Python 1.00 1.00 1.00 4\n", + " Ruby 0.75 1.00 0.86 3\n", + " Scala 1.00 1.00 1.00 2\n", " Scheme 1.00 1.00 1.00 3\n", " TCL 1.00 0.50 0.67 2\n", "\n", - "avg / total 0.57 0.53 0.51 32\n", + "avg / total 0.90 0.88 0.87 32\n", "\n", - "[[0 0 0 0 0 3 1 0 0 0 0]\n", + "[[4 0 0 0 0 0 0 0 0 0 0]\n", " [0 3 0 0 0 0 0 0 0 0 0]\n", " [0 0 2 0 0 0 0 0 0 0 0]\n", - " [0 0 0 2 0 0 0 0 2 0 0]\n", - " [0 0 0 0 0 1 0 1 0 0 0]\n", - " [0 0 2 0 0 1 0 0 0 0 0]\n", - " [0 0 0 0 0 1 2 0 1 0 0]\n", - " [0 0 0 0 0 2 0 1 0 0 0]\n", + " [1 0 0 3 0 0 0 0 0 0 0]\n", + " [0 0 0 0 1 0 0 1 0 0 0]\n", + " [0 0 1 0 0 2 0 0 0 0 0]\n", + " [0 0 0 0 0 0 4 0 0 0 0]\n", + " [0 0 0 0 0 0 0 3 0 0 0]\n", " [0 0 0 0 0 0 0 0 2 0 0]\n", " [0 0 0 0 0 0 0 0 0 3 0]\n", " [0 0 0 0 0 1 0 0 0 0 1]]\n", - "0.51443452381\n" + "0.869444444444\n" ] } ], - "prompt_number": 44 + "prompt_number": 9 }, { "cell_type": "code", @@ -290,7 +291,8 @@ "input": [], "language": "python", "metadata": {}, - "outputs": [] + "outputs": [], + "prompt_number": 9 } ], "metadata": {} diff --git a/parser.py b/parser.py index 9cefdf9..5efa97c 100644 --- a/parser.py +++ b/parser.py @@ -18,7 +18,7 @@ def split_into_lines(source_text): def identify_comment_type(source_lines): - comment_types = [r"\w*/\*+", r"\w*\(\*+", r"\w*;;+", r"\w*//+", + comment_types = [r"\w*/\*+", r"\w*\(\*+", r"{-", r"\w*;;+", r"\w*//+", r"\w*--+", r"\w*\#+"] for line in source_lines: @@ -29,8 +29,8 @@ def identify_comment_type(source_lines): def identify_comment_blocks(c_type, source_lines): - block_start = [r"\w*/\*+", r"\w*\(\*+"] - block_stop = [r"\*+/", r"\*+\)"] + block_start = [r"\w*/\*+", r"\w*\(\*+", r"\w*{-"] + block_stop = [r"\*+/", r"\*+\)", r"-}"] in_block = False to_remove = [] @@ -42,18 +42,19 @@ def identify_comment_blocks(c_type, source_lines): to_remove.append(line) elif re.match(block_start[c_type], line): to_remove.append(line) - in_block = True + if not re.search(block_stop[c_type], line): + in_block = True return to_remove def strip_comments(c_type, source_lines): - comment_types = [r"/\*+", r"\(\*+", r";;+", r"//+", r"--+", r"\#+"] + comment_types = [r"/\*+", r"\(\*+", r"{-", r";;+", r"//+", r"--+", r"\#+"] items_to_remove = [] if c_type == 0 or c_type == 1: items_to_remove.extend(identify_comment_blocks(c_type, source_lines)) if c_type == 0: - c_type = 3 + c_type = 4 if c_type >= 3: for line in source_lines: if re.match(comment_types[c_type], line): @@ -76,7 +77,7 @@ def remove_items(items, source_lines): def strip_inline_comments(c_type, source_lines): - comment_types = [r"/\*+", r"\(\*+", r";;+", r"//+", r"--+", r"\#+"] + comment_types = [r"/\*+", r"\(\*+", r"{-", r";;+", r"//+", r"--+", r"\#+"] stripped_lines = [] for line in source_lines: if re.search(comment_types[c_type], line): @@ -117,6 +118,12 @@ def count_braces(source_list, length_of_source): return total_count / length_of_source +def count_brackets(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("[") + source_text.count("]") + return total_count / length_of_source + + def count_double_colons(source_list, length_of_source): source_text = "\n".join(source_list) total_count = source_text.count("::") @@ -125,13 +132,13 @@ def count_double_colons(source_list, length_of_source): def count_semi_colons(source_list, length_of_source): source_text = "\n".join(source_list) - total_count = source_text.count(";") + total_count = source_text.count(";\n") return total_count / length_of_source def count_dollar_signs(source_list, length_of_source): source_text = "\n".join(source_list) - total_count = source_text.count("$") + total_count = len(re.findall(r"\$\w+", source_text)) return total_count / length_of_source @@ -221,6 +228,94 @@ def check_for_public(source_list): return 0 +def check_def_method(source_list): + source_text = "\n".join(source_list) + if source_text.find("defn") > -1: + return 1 + elif source_text.find("function") > -1: + return 2 + elif source_text.find("define") > -1: + return 3 + elif source_text.find("def") > -1: + return 4 + elif source_text.find("let") > -1: + return 5 + elif source_text.find("proc") > -1: + return 6 + else: + return -1 + + +def check_for_end(source_list): + source_text = "\n".join(source_list) + if source_text.find("end") > -1: + return 1 + else: + return 0 + + +def check_for_static(source_list): + source_text = "\n".join(source_list) + if source_text.find("static") > -1: + return 1 + else: + return 0 + + +def check_for_colon_word(source_list): + source_text = "\n".join(source_list) + if re.search(r":\w+", source_text): + return 1 + else: + return 0 + + +def check_for_type(source_list): + source_text = "\n".join(source_list) + if source_text.find("type") > -1: + return 1 + else: + return 0 + + +def count_bol_parentheses(source_list, length_of_source): + total_count = 0 + for item in source_list: + if re.match(r"\(", item): + total_count += 1 + return total_count / length_of_source + + +def check_for_val(source_list): + source_text = "\n".join(source_list) + if source_text.find("val") > -1: + return 1 + else: + return 0 + + +def check_for_where(source_list): + source_text = "\n".join(source_list) + if source_text.find("where") > -1: + return 1 + else: + return 0 + + +def check_for_module(source_list): + source_text = "\n".join(source_list) + if source_text.find("module") > -1: + return 1 + else: + return 0 + + +def count_arrows(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("<") + source_text.count(">") + return total_count / length_of_source + + def parse_and_score(file_location): scores = [] source_text = read_file(file_location) @@ -233,6 +328,7 @@ def parse_and_score(file_location): parentheses_proportion = count_parentheses(listed_source_text, source_length) curly_brace_proportion = count_braces(listed_source_text, source_length) + bracket_proportion = count_brackets(listed_source_text, source_length) double_colon_proportion = count_double_colons(listed_source_text, source_length) semi_colon_proportion = count_semi_colons(listed_source_text, @@ -254,11 +350,22 @@ def parse_and_score(file_location): contains_equals_arrow = check_equals_arrow(listed_source_text) contains_word_function = check_for_function(listed_source_text) contains_word_public = check_for_public(listed_source_text) + def_method = check_def_method(listed_source_text) + contains_end = check_for_end(listed_source_text) + contains_static = check_for_static(listed_source_text) + colon_word = check_for_colon_word(listed_source_text) + contains_type = check_for_type(listed_source_text) + bol_parentheses = count_bol_parentheses(listed_source_text, source_length) + contains_val = check_for_val(listed_source_text) + contains_where = check_for_where(listed_source_text) + contains_module = check_for_module(listed_source_text) + arrows_proportion = count_arrows(listed_source_text, source_length) scores.append(comment_style) scores.append(print_style) scores.append(parentheses_proportion) scores.append(curly_brace_proportion) + scores.append(bracket_proportion) scores.append(double_colon_proportion) scores.append(semi_colon_proportion) scores.append(dollar_sign_proportion) @@ -274,5 +381,15 @@ def parse_and_score(file_location): scores.append(contains_equals_arrow) scores.append(contains_word_function) scores.append(contains_word_public) + scores.append(def_method) + scores.append(contains_end) + scores.append(contains_static) + scores.append(colon_word) + scores.append(contains_type) + scores.append(bol_parentheses) + scores.append(contains_val) + scores.append(contains_where) + scores.append(contains_module) + scores.append(arrows_proportion) return np.array(scores) diff --git a/predictor.py b/predictor.py index c2b2a29..71d5bca 100644 --- a/predictor.py +++ b/predictor.py @@ -4,7 +4,7 @@ import parser -def load_classifier(test_file="random_forest.dat", key="key.txt"): +def load_classifier(test_file="random_forest.dat"): with open(test_file, "rb") as saved_classifier: classifier = pickle.load(saved_classifier) return classifier From 060c6521295383be3b6a920fb25226307e1d184c Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sun, 15 Feb 2015 20:47:02 -0500 Subject: [PATCH 07/10] Added command line argument functionality, upped accuracy --- ProgrammingLanguageClassification.ipynb | 133 +++++++++++++++++++++--- parser.py | 18 ++++ predictor.py | 14 ++- 3 files changed, 149 insertions(+), 16 deletions(-) diff --git a/ProgrammingLanguageClassification.ipynb b/ProgrammingLanguageClassification.ipynb index f7e53db..e52ab92 100644 --- a/ProgrammingLanguageClassification.ipynb +++ b/ProgrammingLanguageClassification.ipynb @@ -1,7 +1,7 @@ { "metadata": { "name": "", - "signature": "sha256:05a986bd76c487c6d729f093815b90fe27a60a8220e8cc05bc4a353432365e77" + "signature": "sha256:ca8f9fec49822f71fc6a829be9c3bea40fc93b95703dea05ac628c6f82def966" }, "nbformat": 3, "nbformat_minor": 0, @@ -113,7 +113,7 @@ " precision recall f1-score support\n", "\n", " Clojure 1.00 1.00 1.00 6\n", - " Haskell 1.00 1.00 1.00 2\n", + " Haskell 1.00 0.50 0.67 2\n", " Java 1.00 1.00 1.00 39\n", " JavaScript 1.00 1.00 1.00 9\n", " OCaml 1.00 1.00 1.00 4\n", @@ -123,12 +123,12 @@ " Ruby 1.00 0.93 0.96 29\n", " Scala 1.00 1.00 1.00 10\n", " Scheme 1.00 1.00 1.00 2\n", - " TCL 0.80 0.80 0.80 5\n", + " TCL 0.83 1.00 0.91 5\n", "\n", "avg / total 0.98 0.98 0.98 216\n", "\n", "[[ 6 0 0 0 0 0 0 0 0 0 0 0]\n", - " [ 0 2 0 0 0 0 0 0 0 0 0 0]\n", + " [ 0 1 0 0 0 1 0 0 0 0 0 0]\n", " [ 0 0 39 0 0 0 0 0 0 0 0 0]\n", " [ 0 0 0 9 0 0 0 0 0 0 0 0]\n", " [ 0 0 0 0 4 0 0 0 0 0 0 0]\n", @@ -138,8 +138,8 @@ " [ 0 0 0 0 0 1 0 0 27 0 0 1]\n", " [ 0 0 0 0 0 0 0 0 0 10 0 0]\n", " [ 0 0 0 0 0 0 0 0 0 0 2 0]\n", - " [ 0 0 0 0 0 1 0 0 0 0 0 4]]\n", - "0.976692465028\n" + " [ 0 0 0 0 0 0 0 0 0 0 0 5]]\n", + "0.9761312978\n" ] } ], @@ -256,43 +256,150 @@ "\n", " Clojure 0.80 1.00 0.89 4\n", " Haskell 1.00 1.00 1.00 3\n", - " Java 0.67 1.00 0.80 2\n", + " Java 1.00 1.00 1.00 2\n", " JavaScript 1.00 0.75 0.86 4\n", " OCaml 1.00 0.50 0.67 2\n", - " PHP 0.67 0.67 0.67 3\n", + " PHP 0.75 1.00 0.86 3\n", " Python 1.00 1.00 1.00 4\n", " Ruby 0.75 1.00 0.86 3\n", " Scala 1.00 1.00 1.00 2\n", " Scheme 1.00 1.00 1.00 3\n", " TCL 1.00 0.50 0.67 2\n", "\n", - "avg / total 0.90 0.88 0.87 32\n", + "avg / total 0.93 0.91 0.90 32\n", "\n", "[[4 0 0 0 0 0 0 0 0 0 0]\n", " [0 3 0 0 0 0 0 0 0 0 0]\n", " [0 0 2 0 0 0 0 0 0 0 0]\n", " [1 0 0 3 0 0 0 0 0 0 0]\n", " [0 0 0 0 1 0 0 1 0 0 0]\n", - " [0 0 1 0 0 2 0 0 0 0 0]\n", + " [0 0 0 0 0 3 0 0 0 0 0]\n", " [0 0 0 0 0 0 4 0 0 0 0]\n", " [0 0 0 0 0 0 0 3 0 0 0]\n", " [0 0 0 0 0 0 0 0 2 0 0]\n", " [0 0 0 0 0 0 0 0 0 3 0]\n", " [0 0 0 0 0 1 0 0 0 0 1]]\n", - "0.869444444444\n" + "0.899801587302\n" ] } ], "prompt_number": 9 }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "dir(classifier)" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 10, + "text": [ + "['__abstractmethods__',\n", + " '__class__',\n", + " '__delattr__',\n", + " '__dict__',\n", + " '__dir__',\n", + " '__doc__',\n", + " '__eq__',\n", + " '__format__',\n", + " '__ge__',\n", + " '__getattribute__',\n", + " '__getitem__',\n", + " '__gt__',\n", + " '__hash__',\n", + " '__init__',\n", + " '__iter__',\n", + " '__le__',\n", + " '__len__',\n", + " '__lt__',\n", + " '__module__',\n", + " '__ne__',\n", + " '__new__',\n", + " '__reduce__',\n", + " '__reduce_ex__',\n", + " '__repr__',\n", + " '__setattr__',\n", + " '__sizeof__',\n", + " '__str__',\n", + " '__subclasshook__',\n", + " '__weakref__',\n", + " '_abc_cache',\n", + " '_abc_negative_cache',\n", + " '_abc_negative_cache_version',\n", + " '_abc_registry',\n", + " '_get_param_names',\n", + " '_make_estimator',\n", + " '_set_oob_score',\n", + " '_validate_estimator',\n", + " '_validate_y',\n", + " 'apply',\n", + " 'base_estimator',\n", + " 'base_estimator_',\n", + " 'bootstrap',\n", + " 'classes_',\n", + " 'criterion',\n", + " 'estimator_params',\n", + " 'estimators_',\n", + " 'feature_importances_',\n", + " 'fit',\n", + " 'fit_transform',\n", + " 'get_params',\n", + " 'max_depth',\n", + " 'max_features',\n", + " 'max_leaf_nodes',\n", + " 'min_samples_leaf',\n", + " 'min_samples_split',\n", + " 'n_classes_',\n", + " 'n_estimators',\n", + " 'n_features_',\n", + " 'n_jobs',\n", + " 'n_outputs_',\n", + " 'oob_score',\n", + " 'predict',\n", + " 'predict_log_proba',\n", + " 'predict_proba',\n", + " 'random_state',\n", + " 'score',\n", + " 'set_params',\n", + " 'transform',\n", + " 'verbose']" + ] + } + ], + "prompt_number": 10 + }, + { + "cell_type": "code", + "collapsed": false, + "input": [ + "classifier.predict_proba(data).tolist()" + ], + "language": "python", + "metadata": {}, + "outputs": [ + { + "metadata": {}, + "output_type": "pyout", + "prompt_number": 14, + "text": [ + "[[0.0, 0.05, 0.06, 0.07, 0.36, 0.16, 0.07, 0.02, 0.14, 0.04, 0.03, 0.0]]" + ] + } + ], + "prompt_number": 14 + }, { "cell_type": "code", "collapsed": false, "input": [], "language": "python", "metadata": {}, - "outputs": [], - "prompt_number": 9 + "outputs": [] } ], "metadata": {} diff --git a/parser.py b/parser.py index 5efa97c..cd982af 100644 --- a/parser.py +++ b/parser.py @@ -316,6 +316,20 @@ def count_arrows(source_list, length_of_source): return total_count / length_of_source +def check_assignment(source_list): + source_text = "\n".join(source_list) + if len(re.findall(r"\$\w+->\w+", source_text)): + return 1 + else: + return 0 + + +def count_carets(source_list, length_of_source): + source_text = "\n".join(source_list) + total_count = source_text.count("^") + return total_count / length_of_source + + def parse_and_score(file_location): scores = [] source_text = read_file(file_location) @@ -360,6 +374,8 @@ def parse_and_score(file_location): contains_where = check_for_where(listed_source_text) contains_module = check_for_module(listed_source_text) arrows_proportion = count_arrows(listed_source_text, source_length) + php_assignment = check_assignment(listed_source_text) + caret_count = count_carets(listed_source_text, source_length) scores.append(comment_style) scores.append(print_style) @@ -391,5 +407,7 @@ def parse_and_score(file_location): scores.append(contains_where) scores.append(contains_module) scores.append(arrows_proportion) + scores.append(php_assignment) + scores.append(caret_count) return np.array(scores) diff --git a/predictor.py b/predictor.py index 71d5bca..078e178 100644 --- a/predictor.py +++ b/predictor.py @@ -1,5 +1,6 @@ import os import re +import sys import pickle import parser @@ -18,9 +19,16 @@ def test_file(classifier, test_data): return classifier.predict(test_data) +def get_probabilities(classifier, test_data): + return classifier.predict_proba(test_data).tolist()[0] + if __name__ == '__main__': - file_location = input("Enter file location: ") classifier = load_classifier() - data = prepare_file(file_location) + classes = classifier.classes_.tolist() + data = prepare_file(sys.argv[1]) results = test_file(classifier, data) - print(results[0]) + probabilities = get_probabilities(classifier, data) + print("Programming Language Identification Results:\n") + for index, item in enumerate(classes): + print("{}: {}".format(item, probabilities[index])) + print("\nBest Guess: {}".format(results[0])) From a09d7da8d63d04d5fcb860404d28d1588228669d Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Sun, 15 Feb 2015 20:47:47 -0500 Subject: [PATCH 08/10] Updated notebook --- ProgrammingLanguageClassification.ipynb | 110 +----------------------- 1 file changed, 1 insertion(+), 109 deletions(-) diff --git a/ProgrammingLanguageClassification.ipynb b/ProgrammingLanguageClassification.ipynb index e52ab92..f3939cd 100644 --- a/ProgrammingLanguageClassification.ipynb +++ b/ProgrammingLanguageClassification.ipynb @@ -1,7 +1,7 @@ { "metadata": { "name": "", - "signature": "sha256:ca8f9fec49822f71fc6a829be9c3bea40fc93b95703dea05ac628c6f82def966" + "signature": "sha256:61d5af4ccb86ac8537d317c915e8379d0ed4a12643ccdc5816b46ddc9097c3da" }, "nbformat": 3, "nbformat_minor": 0, @@ -285,114 +285,6 @@ ], "prompt_number": 9 }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "dir(classifier)" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 10, - "text": [ - "['__abstractmethods__',\n", - " '__class__',\n", - " '__delattr__',\n", - " '__dict__',\n", - " '__dir__',\n", - " '__doc__',\n", - " '__eq__',\n", - " '__format__',\n", - " '__ge__',\n", - " '__getattribute__',\n", - " '__getitem__',\n", - " '__gt__',\n", - " '__hash__',\n", - " '__init__',\n", - " '__iter__',\n", - " '__le__',\n", - " '__len__',\n", - " '__lt__',\n", - " '__module__',\n", - " '__ne__',\n", - " '__new__',\n", - " '__reduce__',\n", - " '__reduce_ex__',\n", - " '__repr__',\n", - " '__setattr__',\n", - " '__sizeof__',\n", - " '__str__',\n", - " '__subclasshook__',\n", - " '__weakref__',\n", - " '_abc_cache',\n", - " '_abc_negative_cache',\n", - " '_abc_negative_cache_version',\n", - " '_abc_registry',\n", - " '_get_param_names',\n", - " '_make_estimator',\n", - " '_set_oob_score',\n", - " '_validate_estimator',\n", - " '_validate_y',\n", - " 'apply',\n", - " 'base_estimator',\n", - " 'base_estimator_',\n", - " 'bootstrap',\n", - " 'classes_',\n", - " 'criterion',\n", - " 'estimator_params',\n", - " 'estimators_',\n", - " 'feature_importances_',\n", - " 'fit',\n", - " 'fit_transform',\n", - " 'get_params',\n", - " 'max_depth',\n", - " 'max_features',\n", - " 'max_leaf_nodes',\n", - " 'min_samples_leaf',\n", - " 'min_samples_split',\n", - " 'n_classes_',\n", - " 'n_estimators',\n", - " 'n_features_',\n", - " 'n_jobs',\n", - " 'n_outputs_',\n", - " 'oob_score',\n", - " 'predict',\n", - " 'predict_log_proba',\n", - " 'predict_proba',\n", - " 'random_state',\n", - " 'score',\n", - " 'set_params',\n", - " 'transform',\n", - " 'verbose']" - ] - } - ], - "prompt_number": 10 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "classifier.predict_proba(data).tolist()" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 14, - "text": [ - "[[0.0, 0.05, 0.06, 0.07, 0.36, 0.16, 0.07, 0.02, 0.14, 0.04, 0.03, 0.0]]" - ] - } - ], - "prompt_number": 14 - }, { "cell_type": "code", "collapsed": false, From 2bc0be3e3c2d609e375d34ce7f4f8105eaa7737a Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Mon, 16 Feb 2015 07:58:10 -0500 Subject: [PATCH 09/10] Fixed pep8 errors. --- __init__.py | 0 parser.py | 12 ++++++++++-- predictor.py | 7 +++++++ test/__init__.py | 0 trainer.py | 7 +++++++ 5 files changed, 24 insertions(+), 2 deletions(-) create mode 100644 __init__.py create mode 100644 test/__init__.py diff --git a/__init__.py b/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/parser.py b/parser.py index cd982af..f54ce4c 100644 --- a/parser.py +++ b/parser.py @@ -18,6 +18,8 @@ def split_into_lines(source_text): def identify_comment_type(source_lines): + """Identifies the symbols used to denote comments in the supplied + source file""" comment_types = [r"\w*/\*+", r"\w*\(\*+", r"{-", r"\w*;;+", r"\w*//+", r"\w*--+", r"\w*\#+"] @@ -29,16 +31,17 @@ def identify_comment_type(source_lines): def identify_comment_blocks(c_type, source_lines): + """Identifies block comments and creates a list of them for removal""" block_start = [r"\w*/\*+", r"\w*\(\*+", r"\w*{-"] block_stop = [r"\*+/", r"\*+\)", r"-}"] in_block = False to_remove = [] for line in source_lines: - if in_block == True and re.search(block_stop[c_type], line): + if in_block and re.search(block_stop[c_type], line): to_remove.append(line) in_block = False - elif in_block == True: + elif in_block: to_remove.append(line) elif re.match(block_start[c_type], line): to_remove.append(line) @@ -48,6 +51,7 @@ def identify_comment_blocks(c_type, source_lines): def strip_comments(c_type, source_lines): + """Identifies and strips comments from the supplied source file""" comment_types = [r"/\*+", r"\(\*+", r"{-", r";;+", r"//+", r"--+", r"\#+"] items_to_remove = [] @@ -68,6 +72,7 @@ def strip_comments(c_type, source_lines): def remove_items(items, source_lines): + """Removes the lines identified by the comment identifier""" for item in items: try: source_lines.remove(item) @@ -77,6 +82,7 @@ def remove_items(items, source_lines): def strip_inline_comments(c_type, source_lines): + """Attempts to find inline comments in the source file and removes them""" comment_types = [r"/\*+", r"\(\*+", r"{-", r";;+", r"//+", r"--+", r"\#+"] stripped_lines = [] for line in source_lines: @@ -87,6 +93,8 @@ def strip_inline_comments(c_type, source_lines): stripped_lines.append(line) return stripped_lines +"""Functions below are feature examinations of the source file""" + def count_characters(source_lines): source_text = "\n".join(source_lines) diff --git a/predictor.py b/predictor.py index 078e178..41ef813 100644 --- a/predictor.py +++ b/predictor.py @@ -6,22 +6,29 @@ def load_classifier(test_file="random_forest.dat"): + """Load the classifier from disk""" with open(test_file, "rb") as saved_classifier: classifier = pickle.load(saved_classifier) return classifier def prepare_file(file_location): + """Parse and score the file to be examined""" return parser.parse_and_score(file_location) def test_file(classifier, test_data): + """Use the classifier to predict the programming language of the + supplied file""" return classifier.predict(test_data) def get_probabilities(classifier, test_data): + """Returns the list of probabilities for each of the known programming + languages for the file being examined.""" return classifier.predict_proba(test_data).tolist()[0] + if __name__ == '__main__': classifier = load_classifier() classes = classifier.classes_.tolist() diff --git a/test/__init__.py b/test/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/trainer.py b/trainer.py index 6f1a985..e130170 100644 --- a/trainer.py +++ b/trainer.py @@ -10,6 +10,8 @@ def create_training_data(): + """Creates training data list and results list corresponding to the + data list for training the classifier.""" data_directory = "train_files/" filetype_dict = create_filetype_dict() @@ -30,6 +32,8 @@ def create_training_data(): def create_filetype_dict(): + """Read in file containing all known file extensions and their language + and create a dictionary for lookup""" with open("train_files/extension_dict.txt") as filetype: filetype_data = filetype.readlines() filetype_list = [] @@ -51,12 +55,14 @@ def split_data(data, results, test_size): def train_learner(train_data, train_results): + """Fit the classifier to the training data.""" learner = RandomForestClassifier(n_estimators=100, random_state=0) learner.fit(train_data, train_results) return learner def test_learner(learner, test_data, test_results): + """Test the classifier against the test data""" prediction = learner.predict(test_data) print(classification_report(test_results, prediction)) print(confusion_matrix(test_results, prediction)) @@ -64,6 +70,7 @@ def test_learner(learner, test_data, test_results): def export_forest(forest): + """Save the classifer as a pickle file for use in the predictor.""" with open("random_forest.dat", "wb") as file: pickle.dump(max_train, file) From 092fa3b6fb70169d884c4f2bbe7d7333516a68ba Mon Sep 17 00:00:00 2001 From: Alan Grissett Date: Mon, 16 Feb 2015 07:59:16 -0500 Subject: [PATCH 10/10] Added saved classifier to commit. --- random_forest.dat | Bin 0 -> 3353503 bytes 1 file changed, 0 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