[FLINK-36210] Optimize the logic for fetching topic metadata in the T… #646

Job	Run time
compile_and_test (1.17.2, 8, 11) / compile_and_test (8)	15m 43s
compile_and_test (1.17.2, 8, 11) / compile_and_test (8)	15m 1s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (8)	16m 0s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (8)	15m 2s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (8)	16m 1s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (8)	14m 44s
compile_and_test (1.17.2, 8, 11) / compile_and_test (11)	15m 27s
compile_and_test (1.17.2, 8, 11) / compile_and_test (11)	15m 2s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (11)	16m 5s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (11)	15m 2s
python_test (1.17.2) / python_test (8)	4m 49s
python_test (1.17.2) / python_test (8)	4m 49s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (11)	16m 1s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (11)	14m 46s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (17)	15m 59s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (17)	15m 3s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (17)	16m 0s
compile_and_test (1.18.1, 8, 11, 17) / compile_and_test (17)	14m 29s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (21)	15m 59s
compile_and_test (1.19.0, 8, 11, 17, 21) / compile_and_test (21)	15m 2s
python_test (1.18.1) / python_test (8)	4m 48s
python_test (1.18.1) / python_test (8)	4m 48s
python_test (1.19.0) / python_test (8)	4m 25s
python_test (1.19.0) / python_test (8)	4m 25s
	5h 5m 30s

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