Python File This function is used to read a file and return a list of lines, where each line is split into a list by a specified delimiter. It is commonly used to handle CSV files. The type of code 2024-12-16 12:16:34 13 views
Apache Airflow This code block defines an Apache Airflow DAG containing a PythonOperator task that processes CSV file data and saves the results to a new CSV file. The code uses the Pandas library for data processing and leverages the DAG and task definition features of Airflow. The type of code 2024-12-16 12:16:12 11 views
Prefect Pandas This code defines a custom function that uses Prefect and Pandas libraries to generate a report with summary statistics of the provided data. It accepts a dictionary of data, converts it to a DataFrame, calculates descriptive statistics, and saves the results to a CSV file. The type of code 2024-12-16 12:15:56 12 views
Luigi Pandas This code defines a Luigi task to generate a random DataFrame and save it as a CSV file. The type of code 2024-12-16 12:14:32 6 views
Dask NumPy This function reads a CSV file from a specified path and calculates the mean and median of the 'value' column. It uses Dask for big data processing to improve computational efficiency. The type of code 2024-12-16 12:11:55 15 views
csv json This function reads data from a CSV file, then converts these data into JSON format and writes it to another file. Data processing function 2024-12-16 12:10:54 4 views
csv Builtin This function reads a CSV file at a specified path and returns a list of lists, where each inner list represents a row in the CSV file. Python Function 2024-12-16 12:09:08 10 views
Pandas NumPy This function reads a CSV file and replaces the values of specified columns with random values, returning a DataFrame. Function 2024-12-16 12:08:10 3 views
numpy pandas The code uses the random.rand function from the numpy library to generate a 10x10 random integer array, or uses the read_csv function from the pandas library to read a CSV file, or uses the pyplot.plot function from the matplotlib library to draw a simple chart, or uses the root_scalar function from the scipy library to solve the root of an equation, or uses the make_classification function from the sklearn library to generate a classification dataset, or uses the imread function from the opencv-python library to read an image, or uses the keras.Sequential model from the tensorflow library to create a simple neural network model, or uses the torch.randn function from the pytorch library to generate a random tensor. The type of code 2024-12-16 12:07:47 4 views
numpy pandas This function takes a CSV file path as input, reads the data, and performs basic statistical analysis including calculating mean, median, mode, and standard deviation. Python Function 2024-12-16 12:05:36 4 views
