main.py

resume_matcher/main.py

@@ -0,0 +1,94 @@
+import os
+import tkinter as tk
+from tkinter import ttk, messagebox
+
+from resume_matcher.run_first import run_first
+from resume_matcher.scripts.get_score import get_score
+from resume_matcher.scripts.logger import init_logging_config
+from resume_matcher.scripts.utils import find_path, read_json
+
+init_logging_config()
+
+run_first()
+
+cwd = find_path("Resume-Matcher")
+
+PROCESSED_RESUMES_PATH = os.path.join(cwd, "Data", "Processed", "Resumes/")
+PROCESSED_JOB_DESCRIPTIONS_PATH = os.path.join(
+    cwd, "Data", "Processed", "JobDescription/"
+)
+
+
+def get_filenames_from_dir(directory):
+    return [f for f in os.listdir(directory) if os.path.isfile(os.path.join(directory, f))]
+
+
+def process_files(resume, job_description):
+    resume_dict = read_json(PROCESSED_RESUMES_PATH + resume)
+    job_dict = read_json(PROCESSED_JOB_DESCRIPTIONS_PATH + job_description)
+    resume_keywords = resume_dict["extracted_keywords"]
+    job_description_keywords = job_dict["extracted_keywords"]
+
+    resume_string = " ".join(resume_keywords)
+    jd_string = " ".join(job_description_keywords)
+    final_result = get_score(resume_string, jd_string)
+    for r in final_result:
+        print(r.score)
+    print(f"Processing resume: {resume}")
+    print(f"Processing job description: {job_description}")
+    messagebox.showinfo("Success",
+                        f"Processed files:\nResume: {resume}\nJob Description: {job_description}Similarity Score: {r.score})")
+
+
+class App(tk.Tk):
+    def __init__(self):
+        super().__init__()
+
+        self.title("Resume and Job Description Selector")
+        self.geometry("500x300")
+        self.configure(bg='#f0f0f0')
+
+        self.create_widgets()
+
+    def create_widgets(self):
+        title_label = tk.Label(self, text="Resume and Job Description Selector", font=("Helvetica", 16, "bold"),
+                               bg='#f0f0f0')
+        title_label.pack(pady=20)
+
+        resume_frame = tk.Frame(self, bg='#f0f0f0')
+        resume_frame.pack(pady=10)
+
+        tk.Label(resume_frame, text="Select Resume:", font=("Helvetica", 12), bg='#f0f0f0').pack(side=tk.LEFT, padx=5)
+        self.resume_var = tk.StringVar()
+        self.resume_combobox = ttk.Combobox(resume_frame, textvariable=self.resume_var)
+        self.resume_combobox["values"] = get_filenames_from_dir(PROCESSED_RESUMES_PATH)
+        self.resume_combobox.pack(side=tk.LEFT, padx=5)
+
+        jd_frame = tk.Frame(self, bg='#f0f0f0')
+        jd_frame.pack(pady=10)
+
+        tk.Label(jd_frame, text="Select Job Description:", font=("Helvetica", 12), bg='#f0f0f0').pack(side=tk.LEFT,
+                                                                                                      padx=5)
+        self.jd_var = tk.StringVar()
+        self.jd_combobox = ttk.Combobox(jd_frame, textvariable=self.jd_var)
+        self.jd_combobox["values"] = get_filenames_from_dir(PROCESSED_JOB_DESCRIPTIONS_PATH)
+        self.jd_combobox.pack(side=tk.LEFT, padx=5)
+
+        self.submit_button = tk.Button(self, text="Submit", command=self.on_submit, font=("Helvetica", 12),
+                                       bg='#4caf50', fg='white')
+        self.submit_button.pack(pady=20)
+
+    def on_submit(self):
+        resume = self.resume_var.get()
+        job_description = self.jd_var.get()
+
+        if not resume or not job_description:
+            messagebox.showerror("Error", "Please select both a resume and a job description.")
+            return
+
+        process_files(resume, job_description)
+
+
+if __name__ == "__main__":
+    app = App()
+    app.mainloop()