Security remained tight and residents were nervous in the southwestern city, four days after the assault that state media dubbed "China's 9/11".
Both Beijing and Washington have described the attack as terrorism, with China blaming separatists from its restive far-western region of Xinjiang -- home to the mainly Muslim Uighur minority -- for killing 29 people and injuring 143.
The unnamed officer, whose face was not shown, said it took him 15 seconds to shoot the five attackers -- four of them fatally -- during the assault.
"Some people were being held on the ground and they were still stabbing them," he said.
Five of the attackers turned towards him, he said, and he fired a warning shot but they did not respond.
He then shot at the one closest to him, who was "in black clothes and veiled (and) held a knife about 60-70 centimetres (24-27 inches)" long.
"The other four did not back off and continued to run at me, with knives," the police officer said in the interview. "I shot all of them.
Few further details were given by CCTV for what the team did between arriving at the station and the officer opening fire, or afterwards.
Some reports have said the entire incident lasted as long as 25 minutes. The discrepancy remains unexplained.
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