User: yanyishuai

yanyishuai

@yanyishuai
0 followers, 0 following
Generate architecture diagram: Use Spark Streaming, a distributed computing framework that supports streaming processing, to obtain change logs of the original data to be migrated from the source database;
LSTM neural network algorithm is used as sequence learning algorithm, and machine learning model can simulate Data migration operation according to log data training;
Using the distributed data processing framework Spark SQL, construct test cases based on the LSTM model, conduct simulation testing based on the original data to be migrated, and obtain target test data;
Use the Random forest algorithm as the machine learning algorithm to compare the source test data with the target test data to determine whether there is a data compatibility problem.
/imagine prompt: A color photo of a serene landscape, featuring a small river winding through a grassy meadow illuminated by the warm glow of the setting sun. In the distance, a herd of cattle and sheep graze peacefully, while nearby, a babbling brook adds to the peaceful ambiance. The backdrop of the scene is a range of distant mountains, and overhead, a flock of birds soars through the sky. The combination of the tranquil stream, the verdant grass, and the warm hues of the sunset create a serene and idyllic setting. —c 10 —ar 2:3
2
A color photo of a cozy [room type], with [material] [interior decor] and a comfortable [color combination], [decor style] style, [lighting], 4k, off-center. —c 10 —ar 2:3
Generate a flowchart: Use Spark Streaming, a distributed computing framework that supports streaming processing, to obtain change logs of the original data to be migrated from the source database;
LSTM neural network algorithm is used as sequence learning algorithm, and machine learning model can simulate Data migration operation according to log data training;
Using the distributed data processing framework Spark SQL, construct test cases based on the LSTM model, conduct simulation testing based on the original data to be migrated, and obtain target test data;
Use the Random forest algorithm as the machine learning algorithm to compare the source test data with the target test data to determine whether there is a data compatibility problem.
A color photo of a landscape painting, featuring a towering mountain peak covered in lush trees. At the foot of the mountain is a clear stream, its gentle flow filling the air with a soothing sound. Surrounding the stream is a sprawling meadow of lush green grass, while in the distance, a vast plain unfolds before the viewer. The sky overhead is dotted with fluffy white clouds, and sunlight streams down onto the mountain, casting it in a brilliant light. The vivid color of the scene and the tranquil atmosphere of the painting evoke a sense of peace and beauty in nature. —c 10 —ar 2:3
1
A color photo of a pastoral landscape, featuring a sprawling grassy meadow illuminated by the warm hues of the setting sun. A herd of cattle and sheep graze peacefully, while a babbling brook adds to the serene ambiance of the scene. The distant mountains form a stunning backdrop, while a flock of birds soars through the sky overhead. The tranquil stream, verdant grass, and warm sunset tones create a truly idyllic setting. —c 10 —ar 2:3
1
A color photo of a landscape painting, featuring a towering mountain peak covered in lush trees. At the foot of the mountain is a clear stream, its gentle flow filling the air with a soothing sound. Surrounding the stream is a sprawling meadow of lush green grass, while in the distance, a vast plain unfolds before the viewer. The sky overhead is dotted with fluffy white clouds, and sunlight streams down onto the mountain, casting it in a brilliant light. The vivid color of the scene and the tranquil atmosphere of the painting evoke a sense of peace and beauty in nature. —c 10 —ar 2:3
1