Function

Thread.currentThread().interrupt(); throw new RuntimeException(e); } } } ``` ### Explanation 1. **Exception Handling**: The `exceptionally` method is used to handle exceptions that occur during the exec…

# Detect the language language = text_obj.language.code return language except Exception as e: logging.error(f"Error detecting language for text: {text}. Error: {str(e)}") return…

# Calculate the hash of the data hash_value = hashlib.md5(data.encode()).hexdigest() # Convert the hash to an integer hash_int = int(hash_value, 16) # Determine which node to use based on the hash node_index = hash_i…

- Use advanced Tesseract configurations to fine-tune the OCR process. - Example: `config = '--psm 6'` for page segmentation mode. ### Example with Image Preprocessing Here's an example that includes basic image preprocessing: ```py…

Profile your code to identify bottlenecks and benchmark different approaches to see which performs best. ### 5. Use Efficient Data Structures Ensure that you are using efficient data structures for storing and manipulating tokens. ### Exa…

inputs = tokenizer(query, return_tensors="pt") # Get the reformulated query start_time = time.time() outputs = model.generate(**inputs) end_time = time.time() # Return the reformulated query return toke…

if time.time() - self.last_failure_time > self.reset_timeout: self.reset() return False return True return False def record_success(self): self.failure_count = 0 …

def add_vector(self, vector): if self.num_vectors == self.capacity: self._resize() self.vectors[self.num_vectors] = vector self.num_vectors += 1 def get_vectors(self): return self.vectors…

secret = vault_client.secrets.kv.v2.read_latest_secret(path='encryption-keys') key = secret['data']['data']['key'] return key.encode() def encrypt_data(data, key): f = Fernet(key) encrypted_data = f.encrypt(data.enc…

# Convert columns to appropriate data types datasets['some_column'] = pd.to_numeric(datasets['some_column'], errors='coerce') # Define secure tuning function def secure_tuning(row): # Implement secure tuning logic here # Example: C…

- Implement `PDFProcessor` and `DOCXProcessor` classes that inherit from `DocumentProcessor`. - Each processor handles a specific document format and performs the required processing. 3. **Modular Document Processor:** - `ModularD…

password=password, host=host, database=database, connect_timeout=10 # Timeout in seconds ) return cnx except mysql.connector.Error as err: logging.error(f"Error co…

# Example data scores1 = np.array([0.8, 0.2, 0.4]) scores2 = np.array([0.3, 0.7, 0.1]) labels = np.array([1, 0, 1]) # Example labels # Tune weights best_weights = tune_weights(scores1, scores2, labels) print(f"Best weights: {best_weights}…

"Error Handling Strategy": "Route to Error Processor" } } } handle_failures_response = requests.post(f"{nifi_url}/process-groups/{processor_group_id}/processors", json=handle_f…