Python uses Python's sorted, groupby, split, and other functions for data sorting and segmentation

Before using the sorted, groupby, and split functions of the Cytoolz library, it is necessary to install Python and the Cytoolz library, and import the relevant modules. 1. Preparation for environmental construction: a. Install Python: From the official Python website（ https://www.python.org ）Download and install the appropriate Python version. b. Install the Cytoolz library: Use the pip command to run the following command in a command line window: ` pip install cytoolz` 2. Import the required modules: python from cytoolz import sorted, groupby, split 3. Dependent class libraries: a. Cytoolz: It is a collection of tools composed of functions, providing a series of efficient Functional programming tools. b. Collections: A module in the Python Standard library that provides some useful collection classes, such as defaultdict and namedtuple. 4. Data samples: Consider the following example data as input for sorting and segmentation: python data = [ {'name': 'Alice', 'age': 30}, {'name': 'Bob', 'age': 25}, {'name': 'Charlie', 'age': 30}, {'name': 'David', 'age': 25} ] 5. Complete example code: python from cytoolz import sorted, groupby, split data = [ {'name': 'Alice', 'age': 30}, {'name': 'Bob', 'age': 25}, {'name': 'Charlie', 'age': 30}, {'name': 'David', 'age': 25} ] #Sort data using the 'name' key using the sorted function sorted_data = sorted(data, key=lambda x: x['name']) print("Sorted data:") print(sorted_data) #Using the groupby function to group data according to the 'age' key grouped_data = groupby(lambda x: x['age'], data) print("Grouped data:") for key, group in grouped_data.items(): print(key, list(group)) #Using the split function to segment data according to the 'age' key split_data = split(lambda x: x['age'] == 30, data) print("Split data:") print(split_data) 6. Summary: In this example, we first installed Python and the Cytoolz library. Then, the sorted, groupby, and split functions, as well as related modules, were imported. We used these functions to sort, group, and segment the sample data, and printed the results. By using the Cytoolz library, we can process data in a concise and efficient manner.