-- ============================================================================= -- CellData 数据处理脚本(在 celldata 库执行) -- 1) 规范化 cellinfo.带宽 -- 2) 重建频段特征库 sector_band_ref(频点/PLMN -> 制式/频段 对应表) -- 3) 由 cellinfo 逆推 sector(扇区/物理站/制式/频段/带宽/站型/网络) -- —— 不清空 sector,仅补充缺失 CGI,已有行(含人工修正)保留不覆盖 -- 逆推规则与准确率见 docs/sector_inference_research.md -- ============================================================================= -- 1. 带宽规范化:空值补 0M,统一大写并以 M 结尾(如 20M) UPDATE cellinfo SET `带宽` = IF(`带宽` IS NULL OR `带宽` = '', '0M', CONCAT(REPLACE(UPPER(`带宽`),'M',''), 'M')); -- 2. 频段特征库:网络 + 频点区间(+PLMN) -> 制式/频段 -- 700M 与 广电 同频点 763.25,由 PLMN 区分(460-00=移动700M,460-15=中国广电) -- D频 与 3DMM 同频点同 PLMN 同带宽,cellinfo 无法区分,统一判 D频(3DMM 为天线属性) DROP TABLE IF EXISTS sector_band_ref; CREATE TABLE sector_band_ref ( `网络` varchar(8), f_lo decimal(10,2), f_hi decimal(10,2), plmn varchar(16) NULL, `制式` varchar(20), `频段` varchar(20) ); INSERT INTO sector_band_ref (`网络`,f_lo,f_hi,plmn,`制式`,`频段`) VALUES ('5G',4000,99999,NULL,'4.9G','4.9G'), ('5G',700,800,'460-00','700M','700M'), ('5G',700,800,'460-15','广电','广电'), ('5G',2000,3000,NULL,'2.6G','2.6G'), ('4G',900,1000,NULL,'FDD','FDD900'), ('4G',1000,1880,NULL,'FDD','FDD1800'), ('4G',1880,1920,NULL,'TDD','F频'), ('4G',1920,2110,NULL,'TDD','A频'), ('4G',2300,2400,NULL,'TDD','E频'), ('4G',2400,2700,NULL,'TDD','D频'); -- 3. 逆推暂存表:预处理小区名称(全角括号->半角、【】->()、去空格/制表符) DROP TABLE IF EXISTS _sector_infer; CREATE TABLE _sector_infer AS SELECT c.CGI, c.`网络`, c.`带宽`, c.PLMN, c.`频点`, c.`制式` AS ci_zs, REPLACE(REPLACE(REPLACE(REPLACE(REPLACE(REPLACE(REPLACE( c.`小区名称`,' ',''),CHAR(9),''),' ',''),'(','('),')',')'),'【','('),'】',')') AS name1 FROM cellinfo c; ALTER TABLE _sector_infer ADD COLUMN `制式` varchar(20), ADD COLUMN `频段` varchar(20), ADD COLUMN `站型` varchar(10), ADD COLUMN numstr varchar(20), ADD COLUMN base varchar(220), ADD COLUMN `物理站` varchar(200), ADD COLUMN `扇区` varchar(210); -- 3.1 设备码([频率前缀]-Z[xx]-[扇区号])剥离得到 base;尾部数字串;站型判定 -- 站型:设备码尾字母 W=室分;名称含"微小"=微站;其余=宏站 UPDATE _sector_infer SET base = REGEXP_REPLACE(name1,'[A-Z0-9]+-Z[A-Z0-9]{2}-[0-9]+$',''), numstr = REGEXP_SUBSTR(name1,'[0-9]+$'), `站型` = CASE WHEN name1 REGEXP 'Z[A-Z]W-[0-9]+$' THEN '室分' WHEN name1 LIKE '%微小%' THEN '微站' ELSE '宏站' END; -- 3.2 制式/频段:按特征库匹配;未命中回落 cellinfo 原制式 UPDATE _sector_infer t JOIN sector_band_ref r ON r.`网络` = t.`网络` AND CAST(NULLIF(t.`频点`,'') AS DECIMAL(10,2)) >= r.f_lo AND CAST(NULLIF(t.`频点`,'') AS DECIMAL(10,2)) < r.f_hi AND (r.plmn IS NULL OR r.plmn = t.PLMN) SET t.`制式` = r.`制式`, t.`频段` = r.`频段`; UPDATE _sector_infer SET `制式` = ci_zs, `频段` = ci_zs WHERE `制式` IS NULL; -- 3.3 物理站(非 700M/广电):去码后删全部括号注记,保留(微小X)并回贴; -- 再去掉不闭合的悬空开括号与孤立右括号 UPDATE _sector_infer SET `物理站` = CONCAT( TRIM(REGEXP_REPLACE(REGEXP_REPLACE(REGEXP_REPLACE(REGEXP_REPLACE(REGEXP_REPLACE(REGEXP_REPLACE( base,'\\([^()]*\\)',''),'\\([^()]*\\)',''),'\\([^()]*\\)',''),'\\([^()]*$',''),'[)]+$',''),'^[)]+','')), IFNULL(REGEXP_SUBSTR(name1,'[(]微小[A-Z]?[)]'),'')) WHERE `制式` IS NULL OR `制式` NOT IN ('700M','广电'); -- 3.4 物理站(700M/广电):取以"(江门"开头的括号内容为真实站址; -- 无则取外层(去 CBN- 前缀与注记)。括号内容以"共"开头属共建标注,归外层 UPDATE _sector_infer SET `物理站` = CASE WHEN REGEXP_SUBSTR(base,'\\(江门[^()]*') <> '' THEN TRIM(SUBSTRING(REGEXP_SUBSTR(base,'\\(江门[^()]*'),2)) ELSE TRIM(REGEXP_REPLACE(REGEXP_REPLACE(base,'\\(.*$',''),'^CBN-?','')) END WHERE `制式` IN ('700M','广电'); -- 3.5 扇区 = 物理站 + 扇区号(700M/广电取末位数字;其余取数字串 % 100) UPDATE _sector_infer SET `扇区` = CONCAT(`物理站`, CASE WHEN numstr IS NULL OR numstr = '' THEN '' WHEN `制式` IN ('700M','广电') THEN RIGHT(numstr,1) ELSE CAST(CAST(numstr AS UNSIGNED) % 100 AS CHAR) END); -- 4. 补缺写回 sector:仅插入 sector 中尚不存在的 CGI -- 已存在的 CGI 一律保留,避免人工修正(如 3DMM、人工纠正的物理站/带宽)被覆盖 INSERT INTO sector (CGI,`扇区`,`物理站`,`制式`,`频段`,`带宽`,`站型`,`网络`) SELECT i.CGI, i.`扇区`, i.`物理站`, i.`制式`, i.`频段`, i.`带宽`, i.`站型`, i.`网络` FROM _sector_infer i LEFT JOIN sector s ON s.CGI = i.CGI WHERE s.CGI IS NULL; DROP TABLE _sector_infer;