SELECT 
  tmall_products_categories.product_id, 
  GROUP_CONCAT(
    IF(
      tmall_products_categories.link_type = "M", 
      CONCAT(
        tmall_products_categories.category_id, 
        "M"
      ), 
      tmall_products_categories.category_id
    )
  ) AS category_ids, 
  product_position_source.position AS position 
FROM 
  tmall_products_categories 
  INNER JOIN tmall_categories ON tmall_categories.category_id = tmall_products_categories.category_id 
  AND tmall_categories.storefront_id IN (0, 1) 
  AND (
    tmall_categories.usergroup_ids = '' 
    OR FIND_IN_SET(
      0, tmall_categories.usergroup_ids
    ) 
    OR FIND_IN_SET(
      1, tmall_categories.usergroup_ids
    )
  ) 
  AND tmall_categories.status IN ('A', 'H') 
  LEFT JOIN tmall_products_categories AS product_position_source ON tmall_products_categories.product_id = product_position_source.product_id 
  AND product_position_source.category_id = 166 
WHERE 
  tmall_products_categories.product_id IN (
    70, 156, 175, 43, 76, 56, 57, 30, 246, 173, 
    67, 25, 154, 53, 52, 161, 165, 166
  ) 
GROUP BY 
  tmall_products_categories.product_id

Query time 0.00807

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.129413521,
    "nested_loop": [
      {
        "table": {
          "table_name": "tmall_products_categories",
          "access_type": "range",
          "possible_keys": ["PRIMARY", "pt"],
          "key": "pt",
          "key_length": "3",
          "used_key_parts": ["product_id"],
          "loops": 1,
          "rows": 22,
          "cost": 0.038648216,
          "filtered": 100,
          "index_condition": "tmall_products_categories.product_id in (70,156,175,43,76,56,57,30,246,173,67,25,154,53,52,161,165,166)"
        }
      },
      {
        "table": {
          "table_name": "tmall_categories",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY", "c_status", "p_category_id"],
          "key": "PRIMARY",
          "key_length": "3",
          "used_key_parts": ["category_id"],
          "ref": ["tmall.tmall_products_categories.category_id"],
          "loops": 22,
          "rows": 1,
          "cost": 0.038243372,
          "filtered": 100,
          "attached_condition": "tmall_categories.storefront_id in (0,1) and (tmall_categories.usergroup_ids = '' or find_in_set(0,tmall_categories.usergroup_ids) or find_in_set(1,tmall_categories.usergroup_ids)) and tmall_categories.`status` in ('A','H')"
        }
      },
      {
        "table": {
          "table_name": "product_position_source",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY", "pt"],
          "key": "PRIMARY",
          "key_length": "6",
          "used_key_parts": ["category_id", "product_id"],
          "ref": ["const", "tmall.tmall_products_categories.product_id"],
          "loops": 22,
          "rows": 1,
          "cost": 0.038448172,
          "filtered": 100
        }
      }
    ]
  }
}

Result

product_id category_ids position
25 195M
30 176M
43 185M
52 202M
53 202M
56 187M
57 187M
67 236M
70 236M
76 240M
154 181M
156 181M
161 199,198M
165 199,198M
166 199,198M
173 199M
175 199M
246 199M