From 72163a90164aecae64dc6e406e5d060ec866b48f Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ga=C5=A1per=20Spagnolo?= Date: Mon, 17 Jul 2023 11:08:19 +0200 Subject: [PATCH] Add results of perplexity scanning --- Makefile | 5 + parse.py | 1 + plots/barplot_of_perplexities.png | Bin 0 -> 556314 bytes plots/boxplot_of_perplexities.png | Bin 0 -> 18467 bytes ...umulative_distribution_of_perplexities.png | Bin 0 -> 26067 bytes plots/docs.json | 1 + plots/histogram_of_perplexities.png | Bin 0 -> 23339 bytes rate.py | 150 ++++++++++++++++++ 8 files changed, 157 insertions(+) create mode 100644 Makefile create mode 100644 plots/barplot_of_perplexities.png create mode 100644 plots/boxplot_of_perplexities.png create mode 100644 plots/cumulative_distribution_of_perplexities.png create mode 100644 plots/docs.json create mode 100644 plots/histogram_of_perplexities.png create mode 100644 rate.py diff --git a/Makefile b/Makefile new file mode 100644 index 0000000..45bdc02 --- /dev/null +++ b/Makefile @@ -0,0 +1,5 @@ +rate: + python rate.py --input_dir=Kranjska-xml-perplexity --output_dir=Kranjska-xml-perplexity + +parse: + python parse.py --input_dir=Kranjska-xml --output_dir=Kranjska-xml-perplexity diff --git a/parse.py b/parse.py index e039dba..9d80f8c 100644 --- a/parse.py +++ b/parse.py @@ -113,6 +113,7 @@ class XMLProcessor: if num_segments != 0: root.set("perplexity", str(document_perplexity / num_segments)) + self.documents[xml_path] = float(document_perplexity / num_segments) xml_str = ET.tostring(root, encoding="unicode", method="xml") dom = minidom.parseString(xml_str) diff --git a/plots/barplot_of_perplexities.png b/plots/barplot_of_perplexities.png new file mode 100644 index 0000000000000000000000000000000000000000..2953b4dfe168b1b40db508dd8142f77d32bd6734 GIT binary patch literal 556314 zcmeFa2~?D4wl0h@kxo0%-9~Z7Bp6f#qDB#!G&V7aipr!iloO&d3CK`Pr7>zEDiH)k zhH^xaNkHbIG>XVrA~H`AD2f@WVk)4h|Jfzlea?UHTIbw*`u^)b>(*LXQKEKiQMP?_rESvJ>(zB<3 z`RVkppZ~n`bj0E3h!}Xc2J1aC?OQS~{Gfj-5jaTBk 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z6n2H!sTG_a8Q5yg=n||&K8SO8ji|JpvS~Gwq!0~@61OoyDj>dp^6-RkM*QC9Vus`S zl+w(#QY>1vNoh`wiiIs%vqqB~(L|2KfXpp2`LZljLI>x~)!@J>Pj)_-J}~}DsHk9_ zjUxp`#z7qZ1c0vql?PMGHwatchaGJ{6g*6#Kv?&QNAx=Y$1T>%Wi`4yq2K#{-Dxg| z0~(7iL List[str]: + for entry in os.scandir(input_dir): + if entry.is_file() and entry.name.endswith(".xml"): + xmls.append(entry.path) + elif entry.is_dir(): + self.find_xmls_recursively(entry.path, xmls) + return xmls + + def find_xmls(self) -> List[str]: + return self.find_xmls_recursively(self.input_dir, []) + + def get_doc_perplexity(self, filepath: str) -> float: + tree = ET.parse(filepath) + root = tree.getroot() + + try: + perplexity = float(root.attrib["perplexity"]) + except KeyError: + perplexity = -100 + return perplexity + + def parse_docs(self, xmls: List[str]) -> None: + docs = {} + for xml in tqdm(xmls): + perplexity = self.get_doc_perplexity(xml) + docs[xml] = perplexity + + self.docs = docs + + def sort_docs(self) -> None: + self.docs = dict(sorted(self.docs.items(), key=lambda item: item[1])) + + def save_docs(self) -> None: + with open(os.path.join(self.plots_dir, "docs.json"), "w") as f: + json.dump(self.docs, f) + + def histogram_of_perplexities(self) -> None: + _, values = zip(*self.docs.items()) + + # Create histogram + plt.figure(figsize=(10, 6)) + plt.hist(values, bins=20, edgecolor="black") + plt.xlabel("Perplexity") + plt.ylabel("Number of Documents") + plt.title("Histogram of Document Perplexities") + plt.tight_layout() + # Save figure + plt.savefig(os.path.join(self.plots_dir, "histogram_of_perplexities.png")) + plt.close() + plt.clf() + + def cumulative_distribution_of_perplexities(self) -> None: + _, values = zip(*self.docs.items()) + + # Create cumulative distribution plot + plt.figure(figsize=(10, 6)) + plt.hist(values, bins=20, cumulative=True, edgecolor="black") + plt.xlabel("Perplexity") + plt.ylabel("Cumulative Number of Documents") + plt.title("Cumulative Distribution of Document Perplexities") + plt.tight_layout() + + # Save figure + plt.savefig( + os.path.join(self.plots_dir, "cumulative_distribution_of_perplexities.png") + ) + plt.close() + plt.clf() + + def boxplot_of_perplexities(self) -> None: + _, values = zip(*self.docs.items()) + + # Create boxplot + plt.figure(figsize=(10, 6)) + plt.boxplot(values) + plt.ylabel("Perplexity") + plt.title("Boxplot of Document Perplexities") + plt.tight_layout() + + # Save figure + plt.savefig(os.path.join(self.plots_dir, "boxplot_of_perplexities.png")) + plt.close() + plt.clf() + + def barplot_of_perplexities(self) -> None: + # Prepare data for visualization + labels, values = zip(*self.docs.items()) + indexes = np.arange(len(labels)) + + # Create bar plot + plt.figure(figsize=(20, 10)) + plt.bar(indexes, values, align="center") + plt.xticks(indexes, labels, rotation="vertical") + plt.ylabel("Perplexity") + plt.xlabel("Document") + plt.title("Perplexity of documents") + plt.tight_layout() + + # Save figure + plt.savefig(os.path.join(self.plots_dir, "barplot_of_perplexities.png")) + plt.close() + plt.clf() + + def pltt(self) -> None: + self.histogram_of_perplexities() + self.cumulative_distribution_of_perplexities() + self.boxplot_of_perplexities() + self.barplot_of_perplexities() + + def main(self): + xmls = self.find_xmls() + self.parse_docs(xmls) + self.sort_docs() + self.save_docs() + self.pltt() + exit(0) + + +if __name__ == "__main__": + parser = argparse.ArgumentParser(description="Process XML files.") + parser.add_argument( + "--input_dir", type=str, help="Input directory containing XML files." + ) + parser.add_argument( + "--output_dir", type=str, help="Output directory to save processed files." + ) + parser.add_argument("--cpu", action="store_true", help="Force usage of CPU.") + args = parser.parse_args() + + rater = Rate(args) + rater.main()