\u5468\u671f\u540e\u7f00\u7ea6\u5b9a：_1d\/_7d\/_30d\/_td\/<\/li>\n<\/ul>\ndws_trade_user_1d \u00a0 \u00a0\u2192 \u4eca\u5929\u4ea4\u6613\u989d \u00a0 \u00a0 \u00a0（\u65e5\u62a5\u7528）
\ndws_trade_user_7d \u00a0 \u00a0\u2192 \u8fd17\u5929\u4ea4\u6613\u989d \u00a0 \u00a0 （\u5468\u62a5\u7528）
\ndws_trade_user_30d \u00a0 \u2192 \u8fd130\u5929\u4ea4\u6613\u989d \u00a0 \u00a0（\u6708\u62a5\u7528）
\ndws_trade_user_td\u00a0 \u00a0 \u00a0\u00a0\u2192 \u7d2f\u8ba1\u4ea4\u6613\u989d \u00a0 \u00a0 \u00a0（\u7528\u6237\u4e3b\u9875\u7528）<\/p>\n
\u5b57\u6bb5\u5b9a\u4e49\u539f\u5219<\/p>\n
\u76f8\u540c\u7684\u6570\u636e\u5c5e\u6027，\u5982\u679c\u5728\u4e0d\u540c\u7684\u8868\u4e2d\u51fa\u73b0，\u5219\u5e94\u91c7\u53d6\u76f8\u540c\u7684\u5b57\u6bb5\u540d\u3001\u6570\u636e\u7c7b\u578b\u3001\u6570\u636e\u957f\u5ea6，\u6570\u636e\u7cbe\u5ea6；\u00a0
\nuname \u4e0d\u7ba1\u5728\u54ea\u4e2a\u8868\u53ea\u8981\u51fa\u73b0\u7528\u6237\u540d \u00a0\u5fc5\u987b\u90fd\u53eb\u505auname
\n\u6570\u5b57\u7c7b\u578b\u7684\u6570\u636e\u5fc5\u987b\u4e3a\u6574\u6570\u6216\u6d6e\u70b9\u6570，\u91d1\u989d\u7c7b\u578b\u6570\u636e\u5fc5\u987b\u4e3a\u6d6e\u70b9\u6570\u00a0
\n\u65e5\u671f\u7c7b\u578b\u7684\u6570\u636e：\u540c\u4e00\u4e2a\u5b57\u6bb5\u7684\u503c\u5176\u683c\u5f0f\u5fc5\u987b\u7edf\u4e00 \u00a0YYYY-MM-DD YYYY\/MM\/DD\u00a0
\n\u5b57\u6bb5\u547d\u540d：\u8981\u4e48\u90fd\u662f\u82f1\u6587，\u8981\u4e48\u90fd\u662f\u4e2d\u6587\u62fc\u97f3\u7f29\u5199\u3002<\/p>\n
ods\u5c42\u6570\u636e\u5f00\u53d1<\/h3>\n
ods ： \u539f\u59cb\u6570\u636e\u5c42，\u8d34\u6e90\u5c42<\/p>\n
\u6570\u636e\u6765\u6e90\u662f\u4e09\u65b9\u9762\u7684：<\/p>\n
1\u3001\u6570\u636e\u5e93\u6570\u636e<\/p>\n
2\u3001\u65e5\u5fd7\u6570\u636e<\/p>\n
3\u3001\u7b2c\u4e09\u65b9\u6570\u636e<\/p>\n
1\u3001 \u4e1a\u52a1\u6570\u636e\u5e93\u7684\u5bfc\u5165<\/h4>\n
\u91d1\u878d\u4fe1\u8d37\u4e1a\u52a1\u7684sql\u811a\u672c\u4e0a\u4f20\u81f3 linux \u7684\/opt\/modules \u4e0b，\u8fdb\u5165mysql\u5ba2\u6237\u7aef，\u521b\u5efa\u6570\u636e\u5e93，\u5e76\u4f7f\u7528source\u5bfc\u5165\u6570\u636e<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260920171226-6ab013fa56ecf.png\")
<\/p>\n
mysql -uroot -p123456;<\/p>\n
DROP DATABASE `jrxd`;<\/p>\n
CREATE DATABASE `jrxd` COLLATE utf8mb4_general_ci;<\/p>\n
use jrxd;<\/p>\n
source \/opt\/modules\/jrxd-new-\u6ce8\u91ca\u7248.sql;<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260920171226-6ab013fa7133b.png\")
<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260920171226-6ab013fa98ab1.png\")
<\/p>\n
2\u3001\u751f\u6210 hive \u5efa\u8868\u8bed\u53e5<\/h4>\n
\u5728hive\u4e2d\u521b\u5efa\u4e00\u4e2a\u6570\u636e\u5e93:\u00a0<\/p>\n
create database finance;<\/p>\n
\u7f16\u5199python\u811a\u672c，\u8fde\u63a5mysql\u6570\u636e\u5e93，\u5e76\u67e5\u8be2jrxd\u5e93\u4e0b\u7684\u8868\u5b57\u6bb5\u4fe1\u606f，\u7136\u540e\u751f\u6210hive\u5efa\u8868\u8bed\u53e5，\u5177\u4f53\u811a\u672c\u5982\u4e0b<\/p>\n
# \u7ed9\u5b9a\u4e00\u4e2a\u6570\u636e\u5e93\u7684\u540d\u5b57\u548c\u8868\u7684\u540d\u5b57，\u81ea\u52a8\u751f\u6210hive\u7684\u5efa\u8868\u8bed\u53e5
\nimport sys
\nimport pymysql<\/p>\n
# ============ \u914d\u7f6e\u533a ============
\n# \u8fde\u63a5\u53c2\u6570
\nDB_HOST = 'bigdata001'
\nDB_USER = 'root'
\nDB_PASSWORD = '123456'
\nDB_DATABASE = 'information_schema'
\nDB_CHARSET = 'utf8mb4'<\/p>\n
# \u76ee\u6807\u5e93\u540d
\nTARGET_DB = 'jrxd'<\/p>\n
# Hive \u8868\u540d\u524d\u7f00（\u751f\u6210\u5f62\u5982 ods_jrxd_xxx \u7684\u8868\u540d）
\nTABLE_PREFIX = 'ods_jrxd'<\/p>\n
# \u8f93\u51fa\u6587\u4ef6\u8def\u5f84
\nOUTPUT_FILE = '.\/hive_create_table.sql'<\/p>\n
# \u5b8c\u5584MySQL\u5230Hive\u7684\u7c7b\u578b\u6620\u5c04（\u8986\u76d6\u66f4\u591a\u573a\u666f，\u7b26\u5408\u751f\u4ea7\u89c4\u8303）
\nMYSQL_TO_HIVE_TYPE_MAPPING = {
\n # \u6574\u6570\u7c7b\u578b
\n 'tinyint': 'TINYINT',
\n 'smallint': 'SMALLINT',
\n 'int': 'INT',
\n 'integer': 'INT',
\n 'bigint': 'BIGINT',
\n 'bit': 'BOOLEAN', # MySQL bit(1) \u5bf9\u5e94Hive\u5e03\u5c14\u503c
\n # \u6d6e\u70b9\/\u5b9a\u70b9\u7c7b\u578b
\n 'float': 'FLOAT',
\n 'double': 'DOUBLE',
\n 'decimal': 'DECIMAL', # \u4fdd\u7559DECIMAL\u7c7b\u578b（\u91d1\u878d\u573a\u666f\u4e0d\u5efa\u8bae\u8f6cSTRING）
\n 'numeric': 'DECIMAL',
\n # \u5b57\u7b26\u4e32\u7c7b\u578b
\n 'varchar': 'STRING',
\n 'char': 'STRING',
\n 'text': 'STRING',
\n 'tinytext': 'STRING',
\n 'mediumtext': 'STRING',
\n 'longtext': 'STRING',
\n 'enum': 'STRING',
\n 'set': 'STRING',
\n # \u65e5\u671f\u65f6\u95f4\u7c7b\u578b
\n 'date': 'DATE',
\n 'datetime': 'STRING', # \u907f\u65f6\u533a\u95ee\u9898，\u5efa\u8bae\u5b58\u5b57\u7b26\u4e32
\n 'timestamp': 'STRING',
\n 'time': 'STRING',
\n 'year': 'INT',
\n # \u4e8c\u8fdb\u5236\u7c7b\u578b
\n 'binary': 'BINARY',
\n 'varbinary': 'BINARY',
\n 'blob': 'BINARY',
\n 'tinyblob': 'BINARY',
\n 'mediumblob': 'BINARY',
\n 'longblob': 'BINARY',
\n # \u5176\u4ed6\u7c7b\u578b
\n 'boolean': 'BOOLEAN',
\n 'bool': 'BOOLEAN'
\n}<\/p>\n
def connect_db():
\n """\u8fde\u63a5\u6570\u636e\u5e93，\u8fd4\u56de\u8fde\u63a5\u5bf9\u8c61\u3002"""
\n conn = pymysql.connect(
\n host=DB_HOST,
\n user=DB_USER,
\n password=DB_PASSWORD,
\n database=DB_DATABASE,
\n charset=DB_CHARSET,
\n cursorclass=pymysql.cursors.DictCursor # \u8fd4\u56de\u5b57\u5178\u683c\u5f0f，\u66f4\u6613\u8bfb
\n )
\n # \u6821\u9a8c\u8fde\u63a5\u5b58\u6d3b（\u771f\u5b9e\u548cmysql\u901a\u4fe1）
\n conn.ping()
\n print("MySQL\u8fde\u63a5\u6210\u529f！")
\n return conn<\/p>\n
def get_table_info(conn, db_name):
\n """\u83b7\u53d6\u6307\u5b9a\u5e93\u4e0b\u6240\u6709\u57fa\u7840\u8868\u7684\u4fe1\u606f，key \u7edf\u4e00\u8f6c\u4e3a\u5c0f\u5199\u3002"""
\n sql = """
\n SELECT table_schema, table_name, table_comment
\n FROM information_schema.`TABLES`
\n WHERE table_schema = %s
\n AND table_type = 'BASE TABLE'
\n ORDER BY table_name
\n """
\n with conn.cursor() as cursor:
\n cursor.execute(sql, (db_name,))
\n result = cursor.fetchall()
\n return [_lower_keys(item) for item in result]<\/p>\n
def get_all_column_info(conn, db_name):
\n """\u4e00\u6b21\u6027\u83b7\u53d6\u6307\u5b9a\u5e93\u4e0b\u6240\u6709\u8868\u7684\u5b57\u6bb5\u4fe1\u606f，\u6309\u8868\u540d\u5206\u7ec4，key \u7edf\u4e00\u8f6c\u4e3a\u5c0f\u5199\u3002"""
\n sql = """
\n SELECT table_name, column_name, data_type, column_comment
\n FROM information_schema.`COLUMNS`
\n WHERE table_schema = %s
\n ORDER BY table_name, ordinal_position
\n """
\n with conn.cursor() as cursor:
\n cursor.execute(sql, (db_name,))
\n result = cursor.fetchall()<\/p>\n
columns_by_table = {}
\n for item in result:
\n item = _lower_keys(item)
\n table_name = item.pop('table_name')
\n columns_by_table.setdefault(table_name, []).append(item)
\n return columns_by_table<\/p>\n
def _lower_keys(mapping):
\n """\u5c06\u5b57\u5178\u7684 key \u7edf\u4e00\u8f6c\u4e3a\u5c0f\u5199\u3002"""
\n return {k.lower(): v for k, v in mapping.items()}<\/p>\n
def _quote(value):
\n """\u8f6c\u4e49\u6ce8\u91ca\u6587\u672c\u4e2d\u7684\u5355\u5f15\u53f7，\u907f\u514d\u7834\u574f SQL \u8bed\u6cd5\u3002"""
\n if value is None:
\n return ''
\n return str(value).replace("\\\\\\\\", "\\\\\\\\\\\\\\\\").replace("'", "''")<\/p>\n
def generate_hive_ddl(db_name, table_name, table_comment, field_info):
\n """\u6839\u636e\u8868\u4fe1\u606f\u751f\u6210 Hive \u5efa\u8868\u8bed\u53e5\u3002"""
\n hive_columns = []
\n for field in field_info:
\n column_name = field['column_name']
\n data_type = field['data_type'].lower()
\n column_comment = _quote(field['column_comment'])
\n hive_type = MYSQL_TO_HIVE_TYPE_MAPPING.get(data_type, 'STRING')
\n # \u7528\u53cd\u5f15\u53f7\u5305\u88f9\u5217\u540d，\u907f\u514d\u4e0e Hive \u5173\u952e\u5b57\u51b2\u7a81
\n hive_columns.append(f"`{column_name}` {hive_type} COMMENT '{column_comment}'")<\/p>\n
table_comment = _quote(table_comment)
\n columns_str = ",\\\\n\\\\t".join(hive_columns)
\n return f"""CREATE TABLE IF NOT EXISTS `{db_name}`.`{TABLE_PREFIX}_{table_name}` (
\n\\\\t{columns_str}
\n)
\nCOMMENT '{table_comment}'
\nROW FORMAT DELIMITED
\nFIELDS TERMINATED BY ',';
\n"""<\/p>\n
def main():
\n conn = None
\n try:
\n conn = connect_db()<\/p>\n
tables = get_table_info(conn, TARGET_DB)
\n print("\u83b7\u53d6\u6240\u6709\u8868\u4fe1\u606f:", tables)<\/p>\n
columns_by_table = get_all_column_info(conn, TARGET_DB)
\n print("\u83b7\u53d6\u6240\u6709\u8868\u5b57\u6bb5\u4fe1\u606f:", columns_by_table)<\/p>\n
ddl_list = []
\n for row in tables:
\n table_name = row['table_name']
\n field_info = columns_by_table.get(table_name, [])<\/p>\n
create_hive_table_sql = generate_hive_ddl(
\n row['table_schema'],
\n table_name,
\n row['table_comment'],
\n field_info,
\n )
\n print("\u751f\u6210DDL\u8bed\u53e5:", create_hive_table_sql)
\n ddl_list.append(create_hive_table_sql)<\/p>\n
# \u4e00\u6b21\u6027\u5199\u5165\u6587\u4ef6，\u51cf\u5c11 I\/O \u6b21\u6570
\n with open(OUTPUT_FILE, 'w', encoding='utf-8') as f:
\n f.write('\\\\n'.join(ddl_list))<\/p>\n
print("\u521b\u5efaDDL\u5b8c\u6210")
\n except pymysql.MySQLError as e:
\n print(f"\u6570\u636e\u5e93\u64cd\u4f5c\u5931\u8d25: {e}", file=sys.stderr)
\n sys.exit(1)
\n except OSError as e:
\n print(f"\u6587\u4ef6\u64cd\u4f5c\u5931\u8d25: {e}", file=sys.stderr)
\n sys.exit(1)
\n finally:
\n if conn is not None:
\n conn.close()<\/p>\n
if __name__ == '__main__':
\n main()<\/p>\n
\u6267\u884c\u540e\u751f\u6210DDL，\u5728\u4e0b\u9762\u7684\u6587\u4ef6<\/p>\n
![\"\"](\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260920171226-6ab013fab47e5.png\")
<\/p>\n","protected":false},"excerpt":{"rendered":"
\u6570\u636e\u4ed3\u5e93\u4ecb\u7ecd\u5c06\u5404\u4e2a\u4e1a\u52a1\u7cfb\u7edf\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e，\u62bd\u53d6\u5230\u4e00\u4e2a\u5927\u7684\u6570\u636e\u5e93(\u6570\u636e\u4ed3\u5e93)，\u76f8\u5f53\u4e8e\u53ef\u4ee5\u5c06\u5404\u4e2a\u4e1a\u52a1\u7cfb\u7edf\u7684\u6570\u636e\u6574\u5408\u5230\u4e00\u8d77，\u7136\u540e\u5bf9\u5176\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5de5\u5206\u6790\u5904\u7406，\u4e5f\u65b9\u4fbf\u540e\u7eed\u5173\u8054\u67e5\u8be2\u3002\u4f8b\u5982：\u5982\u679c\u6709\u7684\u4e1a\u52a1\u9700\u8981\u67e5\u8be2\u4e24\u4e2a\u4e0d\u540c\u7684\u4e1a\u52a1\u5e93，\u6ca1\u6709\u6570\u636e\u4ed3\u5e93\u8fd9\u4e2a\u4e2d\u8f6c\u7ad9，\u662f\u529e\u4e0d\u5230\u7684\u3002\u6570\u636e\u4ed3\u5e93\u67b6\u6784\u6570\u636e\u4ed3\u5e93\u5206\u5c421\u3001\u6e05\u6670\u7684\u6570\u636e\u7ed3\u6784：\u6bcf\u4e00\u5c42\u7684\u4f5c\u7528\u4e0d\u4e00\u6837，\u76ee\u7684\u662f\u4e3a\u4e86\u66f4\u597d\u7684\u5b9a\u4f4d\u548c\u7406\u89e3\u6570\u636e
\n2\u3001\u65b9<\/p>\n","protected":false},"author":2,"featured_media":108128,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[2330],"topic":[],"class_list":["post-108136","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-server","tag-2330"],"yoast_head":"\n
\u6570\u636e\u4ed3\u5e93 \u7684\u4ecb\u7ecd\u548c\u4f7f\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.wsisp.com\/helps\/108136.html\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u6570\u636e\u4ed3\u5e93 \u7684\u4ecb\u7ecd\u548c\u4f7f\u7528 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"og:description\" content=\"\u6570\u636e\u4ed3\u5e93\u4ecb\u7ecd\u5c06\u5404\u4e2a\u4e1a\u52a1\u7cfb\u7edf\u6570\u636e\u5e93\u4e2d\u7684\u6570\u636e，\u62bd\u53d6\u5230\u4e00\u4e2a\u5927\u7684\u6570\u636e\u5e93(\u6570\u636e\u4ed3\u5e93)，\u76f8\u5f53\u4e8e\u53ef\u4ee5\u5c06\u5404\u4e2a\u4e1a\u52a1\u7cfb\u7edf\u7684\u6570\u636e\u6574\u5408\u5230\u4e00\u8d77，\u7136\u540e\u5bf9\u5176\u4e2d\u7684\u6570\u636e\u8fdb\u884c\u52a0\u5de5\u5206\u6790\u5904\u7406，\u4e5f\u65b9\u4fbf\u540e\u7eed\u5173\u8054\u67e5\u8be2\u3002\u4f8b\u5982：\u5982\u679c\u6709\u7684\u4e1a\u52a1\u9700\u8981\u67e5\u8be2\u4e24\u4e2a\u4e0d\u540c\u7684\u4e1a\u52a1\u5e93，\u6ca1\u6709\u6570\u636e\u4ed3\u5e93\u8fd9\u4e2a\u4e2d\u8f6c\u7ad9，\u662f\u529e\u4e0d\u5230\u7684\u3002\u6570\u636e\u4ed3\u5e93\u67b6\u6784\u6570\u636e\u4ed3\u5e93\u5206\u5c421\u3001\u6e05\u6670\u7684\u6570\u636e\u7ed3\u6784：\u6bcf\u4e00\u5c42\u7684\u4f5c\u7528\u4e0d\u4e00\u6837，\u76ee\u7684\u662f\u4e3a\u4e86\u66f4\u597d\u7684\u5b9a\u4f4d\u548c\u7406\u89e3\u6570\u636e 2\u3001\u65b9\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.wsisp.com\/helps\/108136.html\" \/>\n<meta property=\"og:site_name\" content=\"\u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3\" \/>\n<meta property=\"article:published_time\" content=\"2026-09-20T17:12:28+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/09\/20260920171224-6ab013f8e06e6.png\" \/>\n<meta name=\"author\" content=\"admin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"admin\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.wsisp.com\/helps\/108136.html\",\"url\":\"https:\/\/www.wsisp.com\/helps\/108136.html\",\"name\":\"\u6570\u636e\u4ed3\u5e93 \u7684\u4ecb\u7ecd\u548c\u4f7f\u7528 - 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