File size: 6,592 Bytes
a2d031b |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 |
import os, shutil, json, random, inspect
import tkinter as tk
import openai
from langchain_community.document_loaders import PyPDFLoader, DirectoryLoader
from langchain.text_splitter import CharacterTextSplitter, RecursiveCharacterTextSplitter
class DocProcessing:
@classmethod
def load_directory(self, file_path):
loader = DirectoryLoader(file_path)
documents = loader.load()
return documents
# split the docs into chunks using recursive character splitter
@classmethod
def split_docs(self, documents,chunk_size=1000,chunk_overlap=20):
text_splitter = RecursiveCharacterTextSplitter(chunk_size=chunk_size, chunk_overlap=chunk_overlap)
docs = text_splitter.split_documents(documents)
return docs
@classmethod
def embeddings_chroma():
pass
@classmethod
def get_random_line(self):
with open(self.file_path, "r", encoding="utf-8") as file:
lines = file.readlines()
return random.choice(lines).strip()
class ObjPrinter:
@staticmethod
def print_obj(obj):
# Print the object, its type, and the class hierarchy
# ObjPrinter.print_obj(ologcan)
print("Object:", obj)
print("Type:", type(obj))
print("Class Hierarchy:")
for cls in type(obj).__mro__:
print(f" - {cls.__name__} ({cls.__module__})")
print("\nInstance Variables:")
for key, value in vars(obj).items():
print(f" - {key}: {value}")
class ShowJson:
@staticmethod
def show_json(obj):
print(json.loads(obj.model_dump_json()))
class KeyGood:
@staticmethod
def check_key(apikey="None"):
print(apikey)
windows_key = os.environ.get("OPENAI_API_KEY")
if windows_key is not None:
try:
client=OpenAI()
client.models.list()
return client
except Exception as e:
client = OpenAI(api_key = apikey)
try:
client.models.list()
print('good')
return client
except Exception as e:
return None
else:
client = OpenAI(api_key = apikey)
try:
client.models.list()
print('good')
return client
except Exception as e:
return None
class CheckKeyInComputer:
@staticmethod
def check_key_in_computer():
windows_key = os.environ.get("OPENAI_API_KEY")
if windows_key is None:
return False
print(f'key in env is good: {client.api_key[:9]}')
return True
class CopyResume:
@staticmethod
def copy_and_rename_file():
data_path = Path_.DATA_PATH
myfile_ = data_path / "MyFile.pdf"
if myfile_.exists():
print(f"{myfile_} existed.")
return "existed"
else:
# Ask the user to locate their original file
original_file_path = filedialog.askopenfilename(title="Locate and click your resume: ")
if original_file_path:
try:
# Create the destination folder if it doesn't exist
if not data_path:
os.makedirs(data_path)
# Copy the original file to the destination folder with the new filename
shutil.copy2(original_file_path, myfile_)
print(f"File copied to {myfile_}")
return "succeed"
except Exception as e:
print(f"Error copying file: {e}")
return "failed"
class HyperlinkManager:
def __init__(self, text):
self.text = text
self.text.tag_config("hyper", foreground="#5E95FF", underline=1)
self.text.tag_bind("hyper", "<Enter>", self._enter)
self.text.tag_bind("hyper", "<Leave>", self._leave)
self.text.tag_bind("hyper", "<Button-1>", self._click)
self.reset()
def reset(self):
self.links = {}
def add(self, action):
# add an action to the manager. returns tags to use in
# associated text widget
tag = "hyper-%d" % len(self.links)
self.links[tag] = action
return "hyper", tag
def _enter(self, event):
self.text.config(cursor="hand2")
def _leave(self, event):
self.text.config(cursor="")
def _click(self, event):
for tag in self.text.tag_names(CURRENT):
if tag[:6] == "hyper-":
self.links[tag]()
return
class ExceptionHandler:
@staticmethod
def handle_exception(exception, additional_info=None):
frame = inspect.currentframe()
module_name = inspect.getmodule(frame).__name__
function_name = frame.f_code.co_name
line_number = frame.f_lineno
globals_dict = frame.f_globals
# Handle the exception
print(f"Exception occurred:")
if additional_info:
print(f" - Additional Info: {additional_info}")
print(f" - Module: {module_name}")
print(f" - Function: {function_name}")
print(f" - Line: {line_number}")
# print(f" - Globals: {globals_dict}")
print(f" - Exception Type: {type(exception).__name__}")
print(f" - Exception Details: {exception}")
class ChangeText:
@staticmethod
def bold_text(text_widget, keyword):
text_widget.tag_configure("bold", font=("Montserrat", 14 * -1, "bold"))
start_index = "1.0"
while True:
start_index = text_widget.search(keyword, start_index, stopindex=tk.END)
if not start_index: break
# Calculate the end index of the keyword
end_index = f"{start_index}+{len(keyword)}c"
# Apply the "bold" tag to the keyword
text_widget.tag_add("bold", start_index, end_index)
# Move the start_index to the next occurrence
start_index = end_index
@staticmethod
def color_line(text_widget, line_number, color):
# Create a tag configuration for colored text
text_widget.tag_configure(color, foreground=color)
# Get the start and end indices of the specified line
start_index = f"{line_number}.0"
end_index = f"{line_number + 1}.0"
# Apply the color tag to the specified line
text_widget.tag_add(color, start_index, end_index) |