@ -2,7 +2,7 @@
"cells": [
"cells": [
{
{
"cell_type": "code",
"cell_type": "code",
"execution_count": 214 ,
"execution_count": 3 ,
"id": "139fd1cb-aedf-4186-8408-4d630ba69599",
"id": "139fd1cb-aedf-4186-8408-4d630ba69599",
"metadata": {},
"metadata": {},
"outputs": [],
"outputs": [],
@ -13,323 +13,6 @@
"sess.login('admin', '123456')"
"sess.login('admin', '123456')"
]
]
},
},
{
"cell_type": "code",
"execution_count": 216,
"id": "98ef95cf-0a7f-4e9d-8c7c-bc1d2a6268bd",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>tableName</th>\n",
" <th>physicalIndex</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>divident</td>\n",
" <td>Gws</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>preliminary_earnings_estimate</td>\n",
" <td>FyP</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>is_common_ori</td>\n",
" <td>DvA</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>cfs_common_ori</td>\n",
" <td>AUH</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>bs_common_adj</td>\n",
" <td>x2R</td>\n",
" </tr>\n",
" <tr>\n",
" <th>5</th>\n",
" <td>earnings_preannouncement</td>\n",
" <td>EOu</td>\n",
" </tr>\n",
" <tr>\n",
" <th>6</th>\n",
" <td>cfs_common_adj</td>\n",
" <td>zCC</td>\n",
" </tr>\n",
" <tr>\n",
" <th>7</th>\n",
" <td>is_common_adj</td>\n",
" <td>Cdl</td>\n",
" </tr>\n",
" <tr>\n",
" <th>8</th>\n",
" <td>bs_common_ori</td>\n",
" <td>ykc</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" tableName physicalIndex\n",
"0 divident Gws\n",
"1 preliminary_earnings_estimate FyP\n",
"2 is_common_ori DvA\n",
"3 cfs_common_ori AUH\n",
"4 bs_common_adj x2R\n",
"5 earnings_preannouncement EOu\n",
"6 cfs_common_adj zCC\n",
"7 is_common_adj Cdl\n",
"8 bs_common_ori ykc"
]
},
"execution_count": 216,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sess.run(\"listTables('dfs://pit_stock_ts')\")"
]
},
{
"cell_type": "code",
"execution_count": 217,
"id": "12d5328e-ee57-4cf6-adeb-863649cbb19d",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'partitionType': 5,\n",
" 'partitionColumnType': 17,\n",
" 'partitionColumnIndex': 0,\n",
" 'chunkPath': None,\n",
" 'colDefs': name typeString typeInt comment\n",
" 0 code SYMBOL 17 \n",
" 1 report_period DATE 6 \n",
" 2 appear_at_date DATE 6 \n",
" 3 S_PROFITNOTICE_STYLE STRING 18 \n",
" 4 S_PROFITNOTICE_CHANGEMIN DOUBLE 16 \n",
" 5 S_PROFITNOTICE_CHANGEMAX DOUBLE 16 \n",
" 6 S_PROFITNOTICE_NETPROFITMIN DOUBLE 16 \n",
" 7 S_PROFITNOTICE_NETPROFITMAX DOUBLE 16 \n",
" 8 S_PROFITNOTICE_REASON STRING 18 ,\n",
" 'chunkGranularity': 'TABLE',\n",
" 'partitionTypeName': 'HASH',\n",
" 'keepDuplicates': 'ALL',\n",
" 'engineType': 'TSDB',\n",
" 'partitionColumnName': 'code',\n",
" 'partitionSchema': 50,\n",
" 'sortColumns': array(['code', 'report_period', 'appear_at_date'], dtype=object),\n",
" 'partitionSites': None}"
]
},
"execution_count": 217,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sess.run(\"\"\"\n",
" schema(loadTable(\"dfs://pit_stock_ts\", \"earnings_preannouncement\"))\n",
"\"\"\")"
]
},
{
"cell_type": "code",
"execution_count": 218,
"id": "46547093-9ee6-46ed-a821-73f3237b3c5e",
"metadata": {},
"outputs": [],
"source": [
"import sqlalchemy as sa\n",
"engine = sa.create_engine(\n",
" 'mssql+pyodbc://sa:xn.123@192.168.1.91/tr_statement?driver=ODBC+Driver+18+for+SQL+Server',\n",
" connect_args = {\n",
" \"TrustServerCertificate\": \"yes\"\n",
" }, echo=False)"
]
},
{
"cell_type": "code",
"execution_count": 224,
"id": "26b5701e-17e5-439e-8921-e7523384eee7",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('tr_statement', 'dbo', 'SRC_TS_DIVIDEND_ANNOUNCEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_PRELIMINARY_EARNING_EST', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_FINCOMP_CASHFLOWSTATEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_FINCOMP_INCOMESTATEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_FINCOMP_BALANCESHEET', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_CONSOLIDATED_CASHFLOWSTATEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_CONSOLIDATED_INCOMESTATEMENT', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_CONSOLIDATED_BALANCESHEET', 'BASE TABLE'),\n",
" ('tr_statement', 'dbo', 'CBS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CBS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CBS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CIS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CIS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CIS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CCFS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CCFS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'CCFS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FBS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FBS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FBS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FIS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FIS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FIS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FCFS_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FCFS_BEFORE_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'FCFS_AFTER_ADJ', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'PEE_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'PEE_WIND', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'EP_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'DIV_META', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'DIV_WIND', 'VIEW'),\n",
" ('tr_statement', 'dbo', 'SRC_TS_NON_RECURRING_PNL', 'BASE TABLE')]\n"
]
}
],
"source": [
"from pprint import pprint \n",
"\n",
"with engine.connect() as conn:\n",
" rs = conn.execute(\"\"\"\n",
"SELECT\n",
" *\n",
"FROM\n",
" tr_statement.INFORMATION_SCHEMA.TABLES;\n",
"\"\"\").fetchall()\n",
"\n",
"pprint(rs)"
]
},
{
"cell_type": "code",
"execution_count": 231,
"id": "2dcd793a-2442-4b4e-b261-b2cead090efc",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'StockID', 1, 'char', 8, 8, None, None, 0, None, None, 1, None, 8, 1, 'NO', 47),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'StockName', 12, 'varchar', 20, 20, None, None, 1, None, None, 12, None, 20, 2, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'ReportPeriod', 4, 'int', 10, 4, 0, 10, 0, None, None, 4, None, None, 3, 'NO', 56),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'AppearAtDate', 4, 'int', 10, 4, 0, 10, 0, None, None, 4, None, None, 4, 'NO', 56),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_CONTENT', -1, 'text', 2147483647, 2147483647, None, None, 1, None, None, -1, None, 2147483647, 5, 'YES', 35),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_STYLE', 12, 'varchar', 20, 20, None, None, 1, None, None, 12, None, 20, 6, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_CHANG_SOURCE', 12, 'varchar', 20, 20, None, None, 1, None, None, 12, None, 20, 7, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_REASON', -1, 'text', 2147483647, 2147483647, None, None, 1, None, None, -1, None, 2147483647, 8, 'YES', 35),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'REMARK', -1, 'text', 2147483647, 2147483647, None, None, 1, None, None, -1, None, 2147483647, 9, 'YES', 35),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_NETPROFITMAX', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 10, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_NETPROFITUNIT', 12, 'varchar', 20, 20, None, None, 1, None, None, 12, None, 20, 11, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_NETPROFITMIN', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 12, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_CHANGEMIN', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 13, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'SRC_TS_EARNINGS_PREANNOUNCEMENT', 'S_PROFITNOTICE_CHANGEMAX', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 14, 'YES', 109)]\n"
]
}
],
"source": [
"with engine.connect() as conn:\n",
" rs = conn.execute(\"EXEC sp_columns SRC_TS_EARNINGS_PREANNOUNCEMENT\").fetchall()\n",
"\n",
"pprint(rs)"
]
},
{
"cell_type": "code",
"execution_count": 230,
"id": "e5904cbf-4405-4d2e-bc5b-88706273f5d0",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('NE430047', '诺思兰德', 20211231, 20220225, '净利润亏损5174.6万元', '增亏', '天软计算', '本报告期内，公司经营业绩较去年亏损增加。主要原因为:1、报告期内公司研发费用、管理费用较上年度有所增加； ，
" ('NE430489', '佳先股份', 20211231, 20220228, '净利润盈利6193.94万元， ， ， ， ； ， ； ， ， ； ， ，
" ('NE430510', '丰光精密', 20211231, 20220121, '净利润盈利4800万元-5100万元，
" ('NE430564', '天润科技', 20220331, 20220525, '净利润盈利250万元-320万元， ， ， ； ， ，
" ('NE831370', '新安洁 ', 20211231, 20220225, '净利润盈利4159万元， ； ， ； ，
" ('NE831689', '克莱特 ', 20211231, 20220321, '净利润盈利4577.19万元， ， ， ， ， ， ， ，
" ('NE831689', '克莱特 ', 20220331, 20220302, '净利润盈利900万元-950万元，
" ('NE831832', '科达自控', 20211231, 20220124, '净利润盈利3600万元-4000万元，
" ('NE832145', '恒合股份', 20211231, 20220228, '净利润盈利1670.1万元， ， ， ， ， ， ， ， ，
" ('NE832419', '路斯股份', 20211231, 20220223, '净利润盈利2900万元-3500万元，
]
}
],
"source": [
"with engine.connect() as conn:\n",
" rs = conn.execute(\"select top 10 * from SRC_TS_EARNINGS_PREANNOUNCEMENT\").fetchall()\n",
"\n",
"pprint(rs)"
]
},
{
"cell_type": "code",
"execution_count": 229,
"id": "f6e2ef1d-2e68-49c1-8c57-a0b937037831",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"[('tr_statement', 'dbo', 'EP_WIND', 'WIND_CODE', 12, 'varchar', 13, 13, None, None, 1, None, None, 12, None, 13, 1, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'IntCode', 4, 'int', 10, 4, 0, 10, 1, None, None, 4, None, None, 2, 'YES', 38),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'ReportPeriod', 4, 'int', 10, 4, 0, 10, 0, None, None, 4, None, None, 3, 'NO', 56),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'AppearAtDate', 4, 'int', 10, 4, 0, 10, 0, None, None, 4, None, None, 4, 'NO', 56),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_STYLE', 12, 'varchar', 20, 20, None, None, 1, None, None, 12, None, 20, 5, 'YES', 39),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_CHANGEMIN', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 6, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_CHANGEMAX', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 7, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_NETPROFITMIN', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 8, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_NETPROFITMAX', 6, 'float', 15, 8, None, 10, 1, None, None, 6, None, None, 9, 'YES', 109),\n",
" ('tr_statement', 'dbo', 'EP_WIND', 'S_PROFITNOTICE_REASON', -1, 'text', 2147483647, 2147483647, None, None, 1, None, None, -1, None, 2147483647, 10, 'YES', 35)]\n"
]
}
],
"source": [
"with engine.connect() as conn:\n",
" rs = conn.execute(\"EXEC sp_columns EP_WIND\").fetchall()\n",
"\n",
"pprint(rs)"
]
},
{
{
"cell_type": "code",
"cell_type": "code",
"execution_count": 42,
"execution_count": 42,
