--- id: online-compute_FlinkSQL_flinksql_003 name: Word Frequency Tumbling Window Statistics category: online-compute/FlinkSQL timeout_seconds: 600 modality: pure-text engine: flink-sql --- ## Prompt I need you to write a Flink SQL that uses a datagen built-in table to simulate a word frequency data stream, groups by `word` and opens a 1-minute tumbling window to count the occurrences of each word, and outputs the results to the console. **Business Background and Objective**: Simulate a word frequency data stream using a datagen built-in table, generating 1 billion records in the `word` field. Use `LOCALTIMESTAMP` as the event time and set a 5-second watermark delay. Group by `word` and count the occurrences of each word over a 1-minute tumbling window, then output `word` and `cnt` to the console table. **Source Table Definition**: - `word_source` (word frequency stream, datagen connector): - `word VARCHAR`: Word, randomly generated (value range 1–1000 to simulate distinct words) - `event_time`: Uses `LOCALTIMESTAMP` to generate event time, with a WATERMARK delay of 5 seconds - Generation rate: `rows-per-second = 1000` **Output Table Definition**: - `console_output` (print connector): - `word VARCHAR`: Word - `cnt BIGINT`: Number of occurrences of the word within the current window **Aggregation Logic**: - Group by `word`, using a 1-minute tumbling window - Aggregation metric: `COUNT(*) AS cnt` - The window is defined by the `TUMBLE` function **Output Requirements**: - Use `INSERT INTO console_output` to output the results. - Output field order: `word`, `cnt`