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雪球股票数据接口 python edition
Project README
pysnowball
雪球APP Python API (需要自取token)
快速指引
安装
pip install pysnowball
示例
>>> import pysnowball as ball
>>> ball.set_token('xq_a_token=651af***************031c96a315c;')
'xq_a_token=651af***************031c96a315c;'
>>> ball.cash_flow('SH600000')
调用API前需要手动获取雪球网站的token,使用set_token设置token后才能访问雪球的API。
传送门 === 如何获取雪球token
联系作者
欢迎加入Users微信群，方便讨论使用方面的问题，新需求，以及量化交易相关的内容。 共同进步！
APIs
实时行情
获取某支股票的行情数据
import pysnowball as ball
ball.quotec('SZ002027')
结果显示：
{
"data": [
{
"symbol": "SZ002027",
"current": 1.341,
"percent": -0.89,
"chg": -0.012,
"timestamp": 1541486940000,
"volume": 2695183,
"amount": 3605340,
"market_capital": 9835440347.54,
"float_market_capital": null,
"turnover_rate": null,
"amplitude": 1.4,
"open": 1.351,
"last_close": 1.353,
"high": 1.351,
"low": 1.332,
"avg_price": 1.338,
"trade_volume": 22100,
"side": 1,
"is_trade": true,
"level": 1,
"trade_session": null,
"trade_type": null,
"current_year_percent": -35.84
}
],
"error_code": 0,
"error_description": null
}
获取某支股票的行情数据-详细
import pysnowball as ball
ball.quote_detail("SH600104")
结果显示：
{
"data": {
"market": {
"status_id": 7,
"region": "CN",
"status": "已收盘",
"time_zone": "Asia/Shanghai",
"time_zone_desc": null,
"delay_tag": 0
},
"quote": {
"current_ext": null,
"symbol": "SH600104",
"volume_ext": null,
"high52w": 26.4319,
"delayed": 0,
"type": 11,
"tick_size": 0.01,
"float_shares": 11683461365,
"limit_down": 18.23,
"no_profit": null,
"high": 20.96,
"float_market_capital": 2.43717004074E11,
"timestamp_ext": null,
"lot_size": 100,
"lock_set": null,
"weighted_voting_rights": null,
"chg": 0.61,
"eps": 2.07,
"last_close": 20.25,
"profit_four": 2.413305412205E10,
"volume": 65949501,
"volume_ratio": 1.73,
"profit_forecast": 2.7133061018E10,
"turnover_rate": 0.56,
"low52w": 18.03,
"name": "上汽集团",
"exchange": "SH",
"pe_forecast": 8.982,
"total_shares": 11683461365,
"status": 1,
"is_vie_desc": null,
"security_status": null,
"code": "600104",
"goodwill_in_net_assets": 0.5219986746082667,
"avg_price": 20.698,
"percent": 3.01,
"weighted_voting_rights_desc": null,
"amplitude": 3.51,
"current": 20.86,
"is_vie": null,
"current_year_percent": -11.78,
"issue_date": 880387200000,
"sub_type": "ASH",
"low": 20.25,
"is_registration_desc": null,
"no_profit_desc": null,
"market_capital": 2.43717004074E11,
"dividend": 0.62,
"dividend_yield": 2.972,
"currency": "CNY",
"navps": 23.18,
"profit": 2.043103747976E10,
"timestamp": 1638860400000,
"pe_lyr": 11.929,
"amount": 1.365040096E9,
"pledge_ratio": null,
"traded_amount_ext": null,
"is_registration": null,
"pb": 0.9,
"limit_up": 22.28,
"pe_ttm": 10.099,
"time": 1638860400000,
"open": 20.33
},
"others": {
"pankou_ratio": -29.27,
"cyb_switch": true
},
"tags": [
{
"description": "沪股通",
"value": 1
},
{
"description": "融",
"value": 6
},
{
"description": "空",
"value": 7
}
]
},
"error_code": 0,
"error_description": ""
}
实时分笔
获取实时分笔数据，可以实时取得股票当前报价和成交信息
import pysnowball as ball
ball.pankou('SZ002027')
结果显示：
{
"symbol": "SZ002027",
"time": "Nov 6, 2018 2:59:15 PM",
"timestamp": 1541487555000,
"bp1": 6.56,
"bc1": 502,
"bp2": 0,
"bc2": 0,
"bp3": 0,
"bc3": 0,
"bp4": 0,
"bc4": 0,
"bp5": 0,
"bc5": 0,
"bp6": 0,
"bc6": 0,
"bp7": 0,
"bc7": 0,
"bp8": 0,
"bc8": 0,
"bp9": 0,
"bc9": 0,
"bp10": 0,
"bc10": 0,
"current": 6.55,
"sp1": 6.56,
"sc1": 502,
"sp2": 0,
"sc2": 2796,
"sp3": 0,
"sc3": 0,
"sp4": 0,
"sc4": 0,
"sp5": 0,
"sc5": 0,
"sp6": 0,
"sc6": 0,
"sp7": 0,
"sc7": 0,
"sp8": 0,
"sc8": 0,
"sp9": 0,
"sc9": 0,
"sp10": 0,
"sc10": 0,
"buypct": 13.21,
"sellpct": 86.79,
"diff": -2796,
"ratio": -73.58
}
K线
获取K线数据。第二参数可制定从现在到N天前，默认100.
import pysnowball as ball
ball.kline('SZ002027')
ball.kline('SZ002027', 300)
业绩预告
按年度获取业绩预告数据
import pysnowball as ball
ball.earningforecast('SZ002027')
结果显示：
{
"list": [
{
"eps": 4.78,
"roe": null,
"pb": null,
"pe": 8.4,
"forecast_year": "2018"
},
{
"eps": 5.49,
"roe": null,
"pb": null,
"pe": 7.32,
"forecast_year": "2019"
},
{
"eps": 6.12,
"roe": null,
"pb": null,
"pe": 6.56,
"forecast_year": "2020"
}
]
}
机构评级
获取机构评级数据
import pysnowball as ball
ball.report('SZ002027')
结果显示：
{
"list": [
{
"title": "2018年三季报点评：业绩确定性最强 新冷年预收款下降",
"rpt_comp": "申万宏源",
"rating_desc": "买入",
"target_price_min": null,
"target_price_max": null,
"pub_date": 1541088000000,
"status_id": 116200430,
"retweet_count": 0,
"reply_count": 4,
"like_count": 4,
"liked": false
},
{
"title": "2018年三季报点评：业绩表现优异 现金流增长亮眼(",
"rpt_comp": "海通证券",
"rating_desc": "增持",
"target_price_min": 50.3,
"target_price_max": 60.4,
"pub_date": 1541088000000,
"status_id": 116196608,
"retweet_count": 0,
"reply_count": 0,
"like_count": 0,
"liked": false
}...
]
}
资金流向趋势
获取当日资金流如流出数据，每分钟数据
import pysnowball as ball
ball.capital_flow('SZ002027')
结果显示：
{
"data": {
"symbol": "SZ002027",
"items": [
{
"timestamp": 1541467800000,
"amount": -12323447,
"type": null
},
{
"timestamp": 1541467860000,
"amount": -12940471,
"type": null
},
{
"timestamp": 1541467920000,
"amount": -18710425,
"type": null
},
...
]
}
资金流向历史
获取历史资金流如流出数据，每日数据
import pysnowball as ball
ball.capital_history('SZ002027')
结果显示：
{
"data": {
"sum3": -152759438,
"sum5": -332530425,
"sum10": -362575240.15999997,
"sum20": -162580140.64,
"items": [
{
"amount": 1232691,
"timestamp": 1539100800000
},
{
"amount": -65392886,
"timestamp": 1539187200000
},
...
{
"amount": -4122992,
"timestamp": 1541433600000
}
]
},
"error_code": 0,
"error_description": ""
}
资金成交分布
获取资金成交分布数据
import pysnowball as ball
ball.capital_assort('SZ002027')
结果显示：
{
"data": {
"sell_large": 21922533,
"sell_medium": 353650388,
"sell_small": 225596826,
"sell_total": 601169747,
"buy_large": 14298615,
"buy_medium": 317379444,
"buy_small": 265530036,
"buy_total": 597208095,
"timestamp": 1541433600000,
"created_at": null,
"updated_at": null
},
"error_code": 0,
"error_description": ""
}
大宗交易
大宗交易数据
import pysnowball as ball
ball.blocktrans('SZ002027')
结果显示：
{
"data": {
"items": [
{
"vol": 780200,
"sell_branch_org_name": "机构专用",
"premium_rat": 0,
"trans_amt": 30193700,
"td_date": 1541001600000,
"buy_branch_org_name": "机构专用",
"trans_price": 38.7
},
{
"vol": 774200,
"sell_branch_org_name": "机构专用",
"premium_rat": 0,
"trans_amt": 29961500,
"td_date": 1541001600000,
"buy_branch_org_name": "机构专用",
"trans_price": 38.7
},
...
]
},
"error_code": 0,
"error_description": ""
}
融资融券
融资融券数据
import pysnowball as ball
ball.margin('SZ002027')
结果显示：
{
"data": {
"items": [
{
"margin_trading_amt_balance": 960745756,
"short_selling_amt_balance": 2888439,
"margin_trading_balance": 957857317,
"td_date": 1541347200000
},
{
"margin_trading_amt_balance": 948660728,
"short_selling_amt_balance": 2767982,
"margin_trading_balance": 945892746,
"td_date": 1541088000000
},
...
]
},
"error_code": 0,
"error_description": ""
}
业绩指标
按年度、季度获取业绩报表数据。
import pysnowball as ball
ball.indicator('SZ002027')
# or
ball.indicator(symbol='SZ002027',is_annals=1,count=10)
输入参数：
- symbol -> 股票代码
- is_annals -> 只获取年报,默认为1
- count -> 返回数据数量,默认5条
结果显示：
{
"data": {
"quote_name": "分众传媒",
"currency_name": "人民币",
"org_type": 1,
"last_report_name": "2018三季报",
"currency": "CNY",
"list": [
{
"report_date": 1538236800000,
"report_name": "2018三季报",
"avg_roe": [
40.2459,
-0.16318251756975927
],
"np_per_share": [
0.9217,
0.3588382721509656
],
"operate_cash_flow_ps": [
0.1063,
-0.45543032786885246
],
"basic_eps": [
0.3277,
0.024062499999999952
],
"capital_reserve": [
0.0127,
-0.15333333333333335
],
"undistri_profit_ps": [
0.9042,
0.4481101857783473
],
"net_interest_of_total_assets": [
28.1351,
-0.10744276201624894
],
"gross_selling_rate": [
69.2402,
-0.042102277836574074
]
},
{
"report_date": 1530288000000,
"report_name": "2018中报",
"avg_roe": [
29.2624,
-0.1387915228248617
],
"np_per_share": [
0.85,
0.07336784947594384
],
"operate_cash_flow_ps": [
0.085,
-0.5940783190066857
],
"basic_eps": [
0.23,
-0.20689655172413784
],
"capital_reserve": [
0.0127,
-0.3923444976076555
],
"undistri_profit_ps": [
0.8046,
0.12405699916177702
],
"net_interest_of_total_assets": [
20.1998,
0.06631263329039885
],
"gross_selling_rate": [
71.8153,
0.014222928982801345
]
},
...
]
},
"error_code": 0,
"error_description": ""
}
利润表
import pysnowball as ball
ball.income('SZ300251')
# or
ball.income(symbol='SZ300251',is_annals=1,count=10)
输入参数：
- symbol -> 股票代码
- is_annals -> 只获取年报,默认为1
- count -> 返回数据数量,默认5条
结果显示：
{
"data": {
"quote_name": "光线传媒",
"currency_name": "人民币",
"org_type": 1,
"last_report_name": "2018三季报",
"currency": "CNY",
"list": [
{
"report_date": 1514649600000,
"report_name": "2017年报",
"net_profit": [
815156857.46,
0.10020849906436384
],
"net_profit_atsopc": [
815156857.46,
0.10020849906436384
],
"total_revenue": [
1843452761.05,
0.06477235336668148
],
"op": [
672007490.01,
-0.1544941646451226
]
},
{
"report_date": 1483113600000,
"report_name": "2016年报",
"net_profit": [
740911252.87,
0.8426691031822198
],
"net_profit_atsopc": [
740911252.87,
0.8426691031822198
],
"total_revenue": [
1731311632.22,
0.13655725191234208
],
"op": [
794799351.95,
0.8342603099386635
]
},
...
]
},
"error_code": 0,
"error_description": ""
}
资产负债表
import pysnowball as ball
ball.balance('SZ300251')
# or
ball.balance(symbol='SZ300251',is_annals=1,count=10)
输入参数：
- symbol -> 股票代码
- is_annals -> 只获取年报,默认为1
- count -> 返回数据数量,默认5条
结果显示：
{
"data": {
"quote_name": "光线传媒",
"currency_name": "人民币",
"org_type": 1,
"last_report_name": "2018三季报",
"currency": "CNY",
"list": [
{
"report_date": 1514649600000,
"report_name": "2017年报",
"total_assets": [
11884462717.67,
0.2989175670473065
],
"total_liab": [
3429697781.5,
0.6877450604731051
],
"asset_liab_ratio": [
0.288586691967208,
0.2993473206384294
]
},
{
"report_date": 1483113600000,
"report_name": "2016年报",
"total_assets": [
9149512655.13,
0.11726415171002368
],
"total_liab": [
2032118393.84,
0.6680466814500612
],
"asset_liab_ratio": [
0.2221012714486624,
0.49297431488967003
]
},
...
]
},
"error_code": 0,
"error_description": ""
}
现金流量表
import pysnowball as ball
ball.cash_flow('SZ300251')
# or
ball.cash_flow(symbol='SZ300251',is_annals=1,count=10)
输入参数：
- symbol -> 股票代码
- is_annals -> 只获取年报,默认为1
- count -> 返回数据数量,默认5条
结果显示：
{
"data": {
"quote_name": "光线传媒",
"currency_name": "人民币",
"org_type": 1,
"last_report_name": "2018三季报",
"currency": "CNY",
"list": [
{
"report_date": 1538236800000,
"report_name": "2018三季报",
"ncf_from_oa": [
-299512204.39,
-15.69337270939856
],
"ncf_from_ia": [
701876463.13,
2.493053545204141
],
"ncf_from_fa": [
-1605703920.9,
-10.364167402276724
]
},
{
"report_date": 1530288000000,
"report_name": "2018中报",
"ncf_from_oa": [
-181196373.81,
-1.7290892286108568
],
"ncf_from_ia": [
2347407590.16,
3.905172712067323
],
"ncf_from_fa": [
-586721686.4,
-4.271754192732585
]
},
...
]
},
"error_code": 0,
"error_description": ""
}
主营业务构成
import pysnowball as ball
ball.business('SZ300251')
# or
ball.business(symbol='SZ300251',count=10)
输入参数：
- symbol -> 股票代码
- count -> 返回数据数量,默认5条
结果显示：
{
"data": {
"quote_name": "光线传媒",
"currency": "CNY",
"list": [
{
"report_date": 1530288000000,
"report_name": "2018中报",
"class_list": [
{
"class_standard": 2,
"business_list": [
{
"project_announced_name": "电影及衍生品",
"prime_operating_income": 472496159.52,
"income_ratio": 0.6554,
"gross_profit_rate": 0.4880141511292849
},
{
"project_announced_name": "电视剧",
"prime_operating_income": 235946734.18,
"income_ratio": 0.3273,
"gross_profit_rate": 0.41673913085394504
},
{
"project_announced_name": "游戏及其他",
"prime_operating_income": 12491524.81,
"income_ratio": 0.0173,
"gross_profit_rate": 0.34024031450488706
}
]
}
]
},
{
"report_date": 1514649600000,
"report_name": "2017年报",
"class_list": [
{
"class_standard": 1,
"business_list": [
{
"project_announced_name": "传媒",
"prime_operating_income": 1843452761.05,
"income_ratio": 1,
"gross_profit_rate": 0.4127651986897655
}
]
},
{
"class_standard": 2,
"business_list": [
{
"project_announced_name": "电影及衍生品",
"prime_operating_income": 1238167750.17,
"income_ratio": 0.6717,
"gross_profit_rate": 0.44010894038807064
},
{
"project_announced_name": "视频直播",
"prime_operating_income": 491462820.98,
"income_ratio": 0.2666,
"gross_profit_rate": 0.33240443566869143
},
{
"project_announced_name": "游戏及其他",
"prime_operating_income": 63316334.3,
"income_ratio": 0.0343,
"gross_profit_rate": null
},
{
"project_announced_name": "电视剧",
"prime_operating_income": 50505855.6,
"income_ratio": 0.0274,
"gross_profit_rate": null
}
]
},
{
"class_standard": 3,
"business_list": [
{
"project_announced_name": "华北地区",
"prime_operating_income": 1649889742.63,
"income_ratio": 0.895,
"gross_profit_rate": 0.5114414396715438
},
{
"project_announced_name": "华东地区",
"prime_operating_income": 71027506.05,
"income_ratio": 0.0385,
"gross_profit_rate": null
},
{
"project_announced_name": "华南地区",
"prime_operating_income": 62321110.18,
"income_ratio": 0.0338,
"gross_profit_rate": null
},
{
"project_announced_name": "其他收入之和",
"prime_operating_income": 60214402.19,
"income_ratio": 0.0327,
"gross_profit_rate": null
}
]
}
]
},
...
],
"currency_code": "人民币"
},
"error_code": 0,
"error_description": ""
}
F10 十大股东
import pysnowball as ball
ball.top_holders('SZ300251')
# or
ball.top_holders(symbol='SZ300251',circula=0)
输入参数：
- symbol -> 股票代码
- circula -> 只获取流通股,默认为1
结果显示：
{
"data": {
"times": [
{
"name": "2018三季报",
"value": 1538236800000
},
{
"name": "2018中报",
"value": 1530288000000
},
{
"name": "2018一季报",
"value": 1522425600000
},
{
"name": "2017年报",
"value": 1514649600000
}
],
"items": [
{
"chg": 133.92,
"held_num": 763106985,
"held_ratio": 10.96,
"holder_name": "香港中央结算有限公司"
},
{
"chg": 0,
"held_num": 406609165,
"held_ratio": 5.84,
"holder_name": "Power Star Holdings(Hong Kong)Limited"
},
{
"chg": -0.74,
"held_num": 367792435,
"held_ratio": 5.28,
"holder_name": "Glossy City(HK)Limited"
},
{
"chg": 0,
"held_num": 259994273,
"held_ratio": 3.73,
"holder_name": "关玉婵"
},
{
"chg": 0,
"held_num": 247236384,
"held_ratio": 3.55,
"holder_name": "Gio2 Hong Kong Holdings Limited"
},
{
"chg": 0,
"held_num": 150837758,
"held_ratio": 2.17,
"holder_name": "Giovanna Investment Hong Kong Limited"
},
{
"chg": -48.51,
"held_num": 89849744,
"held_ratio": 1.29,
"holder_name": "易贤忠"
},
{
"chg": -17.67,
"held_num": 83437464,
"held_ratio": 1.2,
"holder_name": "全国社保基金四一三组合"
},
{
"chg": null,
"held_num": 72810935,
"held_ratio": 1.05,
"holder_name": "全国社保基金四一四组合"
},
{
"chg": null,
"held_num": 57580177,
"held_ratio": 0.83,
"holder_name": "挪威中央银行-自有资金"
}
]
},
"error_code": 0,
"error_description": ""
}
F10 主要指标
import pysnowball as ball
ball.main_indicator('SZ300251')
输入参数：
- symbol -> 股票代码
结果显示：
{
"data": {
"items": [
{
"asset_liab_ratio": 25.8594,
"net_profit_atsopc_yoy": 22.8065,
"operating_income_yoy": 24.5947,
"basic_eps": 0.3277,
"net_selling_rate": 44.0267,
"avg_roe": 40.2459,
"gross_selling_rate": 69.2402,
"float_shares": 6964888862,
"pb": 6.826,
"np_per_share": 0.9217,
"float_market_capital": 43739502053,
"total_revenue": 10876591720.34,
"market_capital": 92177088158,
"pe_ttm": 13.363,
"dividend": 0.083,
"currency": "CNY",
"dividend_yield": 1.322,
"net_profit_atsopc": 4809760827.29,
"total_shares": 14677880280,
"report_date": "2018三季报"
}
]
},
"error_code": 0,
"error_description": ""
}
F10 股东人数
import pysnowball as ball
ball.holders('SZ002027')
输入参数：
- symbol -> 股票代码
结果显示：
{
"data": {
"items": [
{
"chg": 70.34,
"price": 8.51,
"ashare_holder": 134296,
"timestamp": 1538236800000
},
{
"chg": 12.68,
"price": 9.57,
"ashare_holder": 78838,
"timestamp": 1530288000000
},
{
"chg": 26.9,
"price": 10.6423,
"ashare_holder": 69964,
"timestamp": 1522425600000
},
{
"chg": -0.69,
"price": 11.6248,
"ashare_holder": 55132,
"timestamp": 1514649600000
},
{
"chg": -5.17,
"price": 8.2976,
"ashare_holder": 55515,
"timestamp": 1506700800000
}
]
},
"error_code": 0,
"error_description": ""
}
F10 机构持仓
import pysnowball as ball
ball.org_holding_change('SZ002027')
输入参数：
- symbol -> 股票代码
结果显示：
{
"data": {
"items": [
{
"chg_date": "2018三季报",
"institution_num": "202",
"chg": -8.55,
"held_ratio": 46.7108,
"price": 8.51,
"timestamp": 1538236800000
},
{
"chg_date": "2018中报",
"institution_num": "726",
"chg": 5.68,
"held_ratio": 55.2636,
"price": 9.57,
"timestamp": 1530288000000
},
{
"chg_date": "2018一季报",
"institution_num": "257",
"chg": -12.08,
"held_ratio": 49.5791,
"price": 10.6423,
"timestamp": 1522425600000
},
{
"chg_date": "2017年报",
"institution_num": "631",
"chg": 4.75,
"held_ratio": 61.6559,
"price": 11.6248,
"timestamp": 1514649600000
},
{
"chg_date": "2017三季报",
"institution_num": "119",
"chg": -10.52,
"held_ratio": 56.9054,
"price": 8.2976,
"timestamp": 1506700800000
}
]
},
"error_code": 0,
"error_description": ""
}
F10 分红融资
import pysnowball as ball
ball.bonus('SZ002027')
输入参数：
- symbol -> 股票代码
- page -> 第几页 默认1
- size -> 每页含有多少数据 默认10
结果显示：
{
"data": {
"addtions": [
{
"actual_issue_vol": 252525252,
"actual_issue_price": 19.8,
"listing_ad": 1460563200000,
"actual_rc_net_amt": 4860797464
},
{
"actual_issue_vol": 3813556382,
"actual_issue_price": 10.46,
"listing_ad": 1451232000000,
"actual_rc_net_amt": 39889800000
}
],
"allots": [],
"items": [
{
"dividend_year": "2018中报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2017年报",
"ashare_ex_dividend_date": 1530201600000,
"plan_explain": "10转2股派1元(含税)",
"cancle_dividend_date": null
},
{
"dividend_year": "2017中报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2016年报",
"ashare_ex_dividend_date": 1499270400000,
"plan_explain": "10转4股派4.08元(含税)",
"cancle_dividend_date": null
},
{
"dividend_year": "2016中报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2015年报",
"ashare_ex_dividend_date": 1467216000000,
"plan_explain": "10转10股派2.5元(含税)",
"cancle_dividend_date": null
},
{
"dividend_year": "2015中报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2014年报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2014中报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
},
{
"dividend_year": "2013年报",
"ashare_ex_dividend_date": null,
"plan_explain": "不分配不转增",
"cancle_dividend_date": null
}
]
},
"error_code": 0,
"error_description": ""
}
F10 行业对比
import pysnowball as ball
ball.industry_compare('SZ002027')
输入参数：
- symbol -> 股票代码
结果显示：
{
"data": {
"ind_name": "营销服务",
"quote_time": 1541487843000,
"avg": {
"pe_ttm": 18.075806451612905,
"basic_eps": 0.14168064516129034,
"avg_roe": 5.092969999999999,
"gross_selling_rate": 19.05175483870968,
"total_revenue": 3573300766.253226,
"net_profit_atsopc": 266114972.18451613,
"np_per_share": 4.066348387096774,
"operate_cash_flow_ps": 0.0033032258064516146,
"total_assets": 5442324297.112904,
"total_shares": 1270069773.387097
},
"min": {
"pe_ttm": -72.467,
"basic_eps": -1.68,
"avg_roe": -14.8514,
"gross_selling_rate": -73.3425,
"total_revenue": 105006980.06,
"net_profit_atsopc": -497734761.09,
"np_per_share": -1.6479,
"operate_cash_flow_ps": -1.6162,
"total_assets": 571320095.1,
"total_shares": 93338000
},
"max": {
"pe_ttm": 90.347,
"basic_eps": 0.53,
"avg_roe": 40.2459,
"gross_selling_rate": 69.2402,
"total_revenue": 17002184291.88,
"net_profit_atsopc": 4809760827.29,
"np_per_share": 10.3348,
"operate_cash_flow_ps": 0.7028,
"total_assets": 18485532791.55,
"total_shares": 14677880280
},
"count": 1,
"ind_code": "S720201",
"ind_class": "SW2014",
"report_name": "2018三季报",
"items": [
{
"symbol": "SZ002027",
"name": "分众传媒",
"basic_eps": 0.3277,
"total_revenue": 10876591720.34,
"gross_selling_rate": 69.2402,
"net_profit_atsopc": 4809760827.29,
"np_per_share": 0.9217,
"avg_roe": 40.2459,
"pe_ttm": 13.363,
"total_assets": 18485532791.55,
"operate_cash_flow_ps": 0.1063,
"total_shares": 14677880280
}
]
},
"error_code": 0,
"error_description": ""
}
user 自选列表
import pysnowball as ball
ball.watch_list()
结果显示：
{
"data": {
"cubes": [
{
"id": -120,
"name": "全部",
"order_id": -50,
"category": 3,
"include": false,
"symbol_count": 9,
"type": -1
},
{
"id": -27,
"name": "沪深",
"order_id": -40,
"category": 3,
"include": false,
"symbol_count": 9,
"type": -1
},
{
"id": -26,
"name": "港股",
"order_id": -30,
"category": 3,
"include": false,
"symbol_count": 0,
"type": -1
},
{
"id": -25,
"name": "美股",
"order_id": -20,
"category": 3,
"include": false,
"symbol_count": 0,
"type": -1
},
{
"id": -24,
"name": "我的",
"order_id": -10,
"category": 3,
"include": false,
"symbol_count": 4,
"type": -1
},
{
"id": -23,
"name": "基金",
"order_id": -7,
"category": 3,
"include": false,
"symbol_count": 0,
"type": -1
}
],
"funds": [
{
"id": -110,
"name": "全部",
"order_id": -30,
"category": 2,
"include": false,
"symbol_count": 1,
"type": -1
},
{
"id": -17,
"name": "基金",
"order_id": -20,
"category": 2,
"include": false,
"symbol_count": 1,
"type": -1
},
{
"id": -16,
"name": "私募",
"order_id": -10,
"category": 2,
"include": false,
"symbol_count": 0,
"type": -1
}
],
"stocks": [
{
"id": -1,
"name": "全部",
"order_id": 1,
"category": 1,
"include": false,
"symbol_count": 76,
"type": -1,
"created_at": 1623925441286,
"updated_at": 1623925441286
},
{
"id": -5,
"name": "沪深",
"order_id": 7,
"category": 1,
"include": false,
"symbol_count": 72,
"type": -1,
"created_at": 1623925441301,
"updated_at": 1623925441301
},
{
"id": -7,
"name": "港股",
"order_id": 8,
"category": 1,
"include": false,
"symbol_count": 3,
"type": -1,
"created_at": 1623925441303,
"updated_at": 1623925441303
},
{
"id": -6,
"name": "美股",
"order_id": 9,
"category": 1,
"include": false,
"symbol_count": 1,
"type": -1,
"created_at": 1623925441304,
"updated_at": 1623925441304
}
],
"mutualFunds": [
{
"id": -160,
"name": "全部",
"order_id": -90,
"category": 6,
"include": false,
"symbol_count": 0,
"type": -1
}
]
},
"error_code": 0,
"error_description": ""
}
user 自选列表详情
import pysnowball as ball
ball.watch_stock(-1)
结果显示：
{
"data": {
"pid": -5,
"category": 1,
"stocks": [
{
"symbol": "SH600809",
"name": "山西汾酒",
"type": 11,
"remark": "",
"exchange": "SH",
"created": 1634611075047
},
{
"symbol": "SH515790",
"name": "光伏ETF",
"type": 13,
"remark": "",
"exchange": "SH",
"created": 1631856440323
}
{
"symbol": "SH600030",
"name": "中信证券",
"type": 11,
"remark": "",
"exchange": "SH",
"created": 1631601724976
},
{
"symbol": "SH513050",
"name": "中概互联网ETF",
"type": 13,
"remark": "",
"exchange": "SH",
"created": 1631195427798
}
]
},
"error_code": 0,
"error_description": ""
}
cube 组合净值
import pysnowball as ball
ball.nav_daily("ZH2567925")
结果显示：
[
{
"symbol": "ZH2567925",
"name": "混合",
"list": [
{
"time": 1634486400000,
"date": "2021-10-18",
"value": 1.0299,
"percent": 2.99
},
{
"time": 1634572800000,
"date": "2021-10-19",
"value": 1.041,
"percent": 4.1
},
{
"time": 1634659200000,
"date": "2021-10-20",
"value": 1.044,
"percent": 4.4
}
]
},
{
"symbol": "SH000300",
"name": "沪深300",
"list": [
{
"time": 1634486400000,
"date": "2021-10-18",
"value": 4874.78,
"percent": -7.53
},
{
"time": 1634572800000,
"date": "2021-10-19",
"value": 4922.72,
"percent": -6.62
},
{
"time": 1634659200000,
"date": "2021-10-20",
"value": 4910.18,
"percent": -6.86
}
]
}
]
cube 组合历史交易信息
import pysnowball as ball
ball.rebalancing_history("ZH2567925")
结果显示：
{
"count": 20,
"page": 1,
"totalCount": 1,
"list": [
{
"id": 106913130,
"status": "success",
"cube_id": 2601938,
"prev_bebalancing_id": 103178834,
"category": "user_rebalancing",
"exe_strategy": "intraday_all",
"created_at": 1634011887500,
"updated_at": 1634014841878,
"cash": 0.0,
"error_code": null,
"cash_value": 4.0E-7,
"error_message": null,
"error_status": null,
"holdings": null,
"rebalancing_histories": [
{
"id": 235622410,
"rebalancing_id": 106913130,
"stock_id": 1028473,
"stock_name": "周大生",
"stock_symbol": "SZ002867",
"volume": 0.01629757,
"price": 21.49,
"net_value": 0.3502,
"weight": 33.0,
"target_weight": 33.0,
"prev_weight": 50.0,
"prev_target_weight": 50.0,
"prev_weight_adjusted": 57.29,
"prev_volume": 0.02829157,
"prev_price": 18.74,
"prev_net_value": 0.53018402,
"proactive": true,
"created_at": 1634014841878,
"updated_at": 1634014841878,
"target_volume": 0.01629757,
"prev_target_volume": 0.02829157
},
{
"id": 235622411,
"rebalancing_id": 106913130,
"stock_id": 1055251,
"stock_name": "君实生物-U",
"stock_symbol": "SH688180",
"volume": 0.00632992,
"price": 55.33,
"net_value": 0.3502,
"weight": 33.0,
"target_weight": 33.0,
"prev_weight": 50.0,
"prev_target_weight": 50.0,
"prev_weight_adjusted": 42.71,
"prev_volume": 0.00819323,
"prev_price": 64.71,
"prev_net_value": 0.53018391,
"proactive": true,
"created_at": 1634014841878,
"updated_at": 1634014841878,
"target_volume": 0.00632992,
"prev_target_volume": 0.00819323
},
{
"id": 235622412,
"rebalancing_id": 106913130,
"stock_id": 1028063,
"stock_name": "中概互联网ETF",
"stock_symbol": "SH513050",
"volume": 0.240245,
"price": 1.502,
"net_value": 0.3608,
"weight": 34.0,
"target_weight": 34.0,
"prev_weight": null,
"prev_target_weight": null,
"prev_weight_adjusted": null,
"prev_volume": null,
"prev_price": null,
"prev_net_value": null,
"proactive": true,
"created_at": 1634014841878,
"updated_at": 1634014841878,
"target_volume": 0.240245,
"prev_target_volume": null
}
],
"comment": "",
"diff": 0.0,
"new_buy_count": 0
}
],
"maxPage": 1
}
可转债信息
import pysnowball as ball
ball.convertible_bond(page_size=5, page_count=1)
结果显示：
{
"version": "03070d792787f2543f5e2128fd0533e5",
"result": {
"pages": 632,
"data": [
{
"SECURITY_CODE": "113053",
"SECUCODE": "113053.SH",
"TRADE_MARKET": "CNSESH",
"SECURITY_NAME_ABBR": "隆22转债",
"DELIST_DATE": None,
"LISTING_DATE": None,
"CONVERT_STOCK_CODE": "601012",
"BOND_EXPIRE": "6",
"RATING": "AAA",
"VALUE_DATE": "2022-01-05 00: 00: 00",
"ISSUE_YEAR": "2022",
"CEASE_DATE": "2028-01-04 00: 00: 00",
"EXPIRE_DATE": "2028-01-05 00: 00: 00",
"PAY_INTEREST_DAY": "01-05",
"INTEREST_RATE_EXPLAIN": "第一年0.20%、第二年0.40%、第三年0.80%、第四年1.20%、第五年1.60%、第六年2.00%。",
"BOND_COMBINE_CODE": "22270600001JZJ",
"ACTUAL_ISSUE_SCALE": 70,
"ISSUE_PRICE": 100,
"REMARK": "本次发行的可转换公司债券给予公司原A股股东优先配售权。本次发行的隆22转债向发行人在股权登记日收市后登记在册的原A股股东实行优先配售,原股东优先配售后余额部分通过上交所交易系统发售。",
"PAR_VALUE": 100,
"ISSUE_OBJECT": "(1)向公司原股东优先配售:发行公告公布的股权登记日(即2022年1月4日,T-1日)收市后登记在册的公司所有股东。(2)网上发行:中华人民共和国境内持有上交所证券账户的自然人、法人、证券投资基金、符合法律规定的其他投资者等(国家法律、法规禁止者除外)。(3)本次发行的联合主承销商的自营账户不得参与本次申购。",
"REDEEM_TYPE": None,
"EXECUTE_REASON_HS": None,
"NOTICE_DATE_HS": None,
"NOTICE_DATE_SH": None,
"EXECUTE_PRICE_HS": None,
"EXECUTE_PRICE_SH": None,
"RECORD_DATE_SH": None,
"EXECUTE_START_DATESH": None,
"EXECUTE_START_DATEHS": None,
"EXECUTE_END_DATE": None,
"CORRECODE": "783012",
"CORRECODE_NAME_ABBR": "隆基发债",
"PUBLIC_START_DATE": "2022-01-05 00: 00: 00",
"CORRECODEO": "764012",
"CORRECODE_NAME_ABBRO": "隆基配债",
"BOND_START_DATE": "2022-01-07 00: 00: 00",
"SECURITY_START_DATE": "2022-01-04 00: 00: 00",
"SECURITY_SHORT_NAME": "隆基股份",
"FIRST_PER_PREPLACING": 1.293,
"ONLINE_GENERAL_AAU": 1000,
"ONLINE_GENERAL_LWR": 0.02376563,
"INITIAL_TRANSFER_PRICE": 82.65,
"TRANSFER_END_DATE": "2028-01-04 00: 00: 00",
"TRANSFER_START_DATE": "2022-07-11 00: 00: 00",
"RESALE_CLAUSE": "(1)有条件回售条款本次发行的可转换公司债券最后两个计息年度,如果公司股票在任何连续三十个交易日的收盘价低于当期转股价格的70%时,可转换公司债券持有人有权将其持有的可转换公司债券全部或部分按债券面值加上当期应计利息的价格回售给公司。若在前述三十个交易日内发生过转股价格因发生送股票股利、转增股本、增发新股(不包括因本次发行的可转换公司债券转股而增加的股本)、配股以及派发现金股利等情况而调整的情形,则在调整前的交易日按调整前的转股价格和收盘价计算,在调整后的交易日按调整后的转股价格和收盘价计算。如果出现转股价格向下修正的情况,则上述三十个交易日须从转股价格调整之后的第一个交易日起重新计算。本次发行的可转换公司债券最后两个计息年度,可转换公司债券持有人在每年回售条件首次满足后可按上述约定条件行使回售权一次,若在首次满足回售条件而可转换公司债券持有人未在公司届时公告的回售申报期内申报并实施回售的,该计息年度不应再行使回售权,可转换公司债券持有人不能多次行使部分回售权。(2)附加回售条款若本次发行可转换公司债券募集资金运用的实施情况与公司在募集说明书中的承诺相比出现变化,且该变化被中国证监会认定为改变募集资金用途的,可转换公司债券持有人享有一次以面值加上当期应计利息的价格向公司回售其持有的全部或部分可转换公司债券的权利。在上述情形下,可转换公司债券持有人可以在回售申报期内进行回售,在回售申报期内不实施回售的,不应再行使附加回售权(当期应计利息的计算方式参见赎回条款的相关内容)。",
"REDEEM_CLAUSE": "(1)到期赎回条款在本次发行的可转换公司债券期满后五个交易日内,公司将按债券面值的107%(含最后一期利息)的价格赎回未转股的可转换公司债券。(2)有条件赎回条款在本次发行的可转换公司债券转股期内,如果公司A股股票连续三十个交易日中至少有十五个交易日的收盘价不低于当期转股价格的130%(含130%),或本次发行的可转换公司债券未转股余额不足人民币3,
000万元时,公司有权按照债券面值加当期应计利息的价格赎回全部或部分未转股的可转换公司债券。当期应计利息的计算公式为:IA=B×i×t/365。IA:指当期应计利息;B:指本次发行的可转换公司债券持有人持有的可转换公司债券票面总金额;i:指可转换公司债券当年票面利率;t:指计息天数,即从上一个付息日起至本计息年度赎回日止的实际日历天数(算头不算尾)。若在前述三十个交易日内发生过转股价格调整的情形,则在转股价格调整日前的交易日按调整前的转股价格和收盘价计算,在转股价格调整日及之后的交易日按调整后的转股价格和收盘价计算。", "PARTY_NAME": "联合资信评估股份有限公司", "CONVERT_STOCK_PRICE": 80.27, "TRANSFER_PRICE": 82.65, "TRANSFER_VALUE": 97.1204, "CURRENT_BOND_PRICE": "-", "TRANSFER_PREMIUM_RATIO": 2.96, "CONVERT_STOCK_PRICEHQ": None, "MARKET": None, "RESALE_TRIG_PRICE": 57.86, "REDEEM_TRIG_PRICE": 107.45, "PBV_RATIO": 9.44, "IB_START_DATE": "2022-01-05 00: 00: 00", "IB_END_DATE": "2023-01-04 00: 00: 00", "CASHFLOW_DATE": "2023-01-05 00: 00: 00", "COUPON_IR": 0.2, "PARAM_NAME": "交易所系统网上向社会公众投资者发行,交易所系统网上向原A股无限售股东优先配售", "ISSUE_TYPE": "1,
4", "EXECUTE_REASON_SH": None, "PAYDAYNEW": "-05", "CURRENT_BOND_PRICENEW": 100
}
],
"count": 632
},
"success": True,
"message": "ok",
"code": 0
}
指数基本信息
具体指数编码可参照：https://www.csindex.com.cn
import pysnowball as ball
ball.index_basic_info("399967") #中证军工指数
结果显示：
{
"code": "200",
"msg": "Success",
"data": {
"indexFullNameCn": "中证军工指数",
"indexShortNameCn": "中证军工",
"indexFullNameEn": "CSI National Defense Industry Index",
"indexShortNameEn": "CSI National Defense",
"indexCode": "399967",
"ric": ".CSI399967",
"bloombergid": "CSI9967",
"basicDate": "2004-12-31",
"basicIndex": 1000.0,
"publishDate": "2013-12-26",
"publishChannelCn": "卫星",
"publishChannelEn": "卫星",
"consNumber": None,
"adjFreqCn": "每半年",
"adjFreqEn": "Semiannually",
"currencyCn": "人民币",
"currencyEn": "CNY",
"indexType": "stock",
"indexCnDesc": "中证军工指数从沪深市场中选取十大军工集团控股的且主营业务与军工行业相关的上市公司证券，以及其他主营业务为军工行业的代表性上市公司证券作为指数样本，以反映军工行业公司的整体表现。",
"indexEnDesc": "CSI National Defense Industry Index is designed to track the performance of national defense industry stocks. The Index consists of the companies which are controlled by the 10 largest military group corporations or operating in the national defense industry. ",
"weightingType": None,
"weightingTypeEn": None,
"ifWeightCapped": None,
"ifWeightCappedEn": None,
"indexCompliance": None
},
"success": True
}
指数详细信息
具体指数编码可参照：https://www.csindex.com.cn
import pysnowball as ball
ball.index_details_data("399967") #中证军工指数
结果显示：
{
"code": "200",
"msg": "Success",
"data": {
"编制方案": [
{
"fileName": "313_399967_Index_Methodology_en.pdf",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/indices/detail/files/en/313_399967_Index_Methodology_en.pdf",
"fileType": "pdf"
}
],
"发行人名单": None,
"备选名单": None,
"指数单张": [
{
"fileName": "399967factsheeten.pdf",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/indices/detail/files/en/399967factsheeten.pdf",
"fileType": "pdf"
},
{
"fileName": "H20229factsheet.pdf",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/indices/detail/files/en/H20229factsheet.pdf",
"fileType": "pdf"
}
],
"样本权重": [
{
"fileName": "399967closeweight",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/file/autofile/closeweight/399967closeweight.xls",
"fileType": "xls"
}
],
"样本列表": [
{
"fileName": "399967cons",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/file/autofile/cons/399967cons.xls",
"fileType": "xls"
}
],
"指数估值": [
{
"fileName": "399967indicator",
"filePath": "https://csi-web-dev.oss-cn-shanghai-finance-1-pub.aliyuncs.com/static/html/csindex/public/uploads/file/autofile/indicator/399967indicator.xls",
"fileType": "xls"
}
]
},
"success": True
}
指数权重股前十
具体指数编码可参照：https://www.csindex.com.cn
import pysnowball as ball
ball.index_weight_top10("399967") #中证军工指数
结果显示：
{
"code": "200",
"msg": "Success",
"data": {
"updateDate": "2022-01-07",
"top5Sum": 27.35,
"top10Sum": 41.98,
"weightList": [
{
"rowNum": "1",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "002049",
"securityName": "紫光国微",
"securityNameEn": "Unigroup Guoxin Microelectronics Co., Ltd.",
"csiTypeL1": "信息技术",
"csiTypeL1En": "Information Technology",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 7.92,
"preciseWeight": 7.9236710279527784
},
{
"rowNum": "2",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "600893",
"securityName": "航发动力",
"securityNameEn": "AVIC AVIATION ENGINE CORPORATION PLC.",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "上海证券交易所",
"marketNameEn": "Shanghai Exchange",
"weight": 6.62,
"preciseWeight": 6.620251010156067
},
{
"rowNum": "3",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "002179",
"securityName": "中航光电",
"securityNameEn": "AVIC Jonhon Optronic Technology Co.,Ltd.",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 4.5,
"preciseWeight": 4.502779273316449
},
{
"rowNum": "4",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "601989",
"securityName": "中国重工",
"securityNameEn": "China Shipbuilding Industry Co Ltd",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "上海证券交易所",
"marketNameEn": "Shanghai Exchange",
"weight": 4.28,
"preciseWeight": 4.284116029624741
},
{
"rowNum": "5",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "000768",
"securityName": "中航西飞",
"securityNameEn": "AVIC XI'AN AIRCRAFT INDUSTRY GROUP COMPANY LTD.",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 4.02,
"preciseWeight": 4.020696936529087
},
{
"rowNum": "6",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "000733",
"securityName": "振华科技",
"securityNameEn": "China Zhenhua (Group) Science & Technology Co Ltd",
"csiTypeL1": "信息技术",
"csiTypeL1En": "Information Technology",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 3.73,
"preciseWeight": 3.7268720605305283
},
{
"rowNum": "7",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "600760",
"securityName": "中航沈飞",
"securityNameEn": "AVIC SHENYANG AIRCRAFT COMPANY LIMITED",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "上海证券交易所",
"marketNameEn": "Shanghai Exchange",
"weight": 3.23,
"preciseWeight": 3.229894039999866
},
{
"rowNum": "8",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "002013",
"securityName": "中航机电",
"securityNameEn": "AVIC Electromechanical Systems Co., Ltd.",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 2.77,
"preciseWeight": 2.773592431150194
},
{
"rowNum": "9",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "600765",
"securityName": "中航重机",
"securityNameEn": "Avic Heavy Machinery Co Ltd",
"csiTypeL1": "工业",
"csiTypeL1En": "Industrials",
"marketNameCn": "上海证券交易所",
"marketNameEn": "Shanghai Exchange",
"weight": 2.46,
"preciseWeight": 2.4619565694074566
},
{
"rowNum": "10",
"indexCode": "399967",
"tradeDate": "20220107",
"securityCode": "002268",
"securityName": "卫士通",
"securityNameEn": "Westone Information Industry Inc",
"csiTypeL1": "信息技术",
"csiTypeL1En": "Information Technology",
"marketNameCn": "深圳证券交易所",
"marketNameEn": "Shenzhen Exchange",
"weight": 2.44,
"preciseWeight": 2.4397637345969736
}
]
},
"success": True
}
指数收益
具体指数编码可参照：https://www.csindex.com.cn
import pysnowball as ball
ball.index_perf_7("399967") #最近7天数据
ball.index_perf_30("399967") #最近30天数据
ball.index_perf_90("399967") #最近90天数据
结果显示：
{
"code": "200",
"msg": "Success",
"data": [
{
"tradeDate": "20220104",
"indexCode": "399967",
"indexNameCnAll": "中证军工指数",
"indexNameCn": "中证军工",
"indexNameEnAll": "CSI National Defense Industry Index",
"indexNameEn": "CSI National Defense",
"open": 14894.07,
"high": 14972.07,
"low": 14631.92,
"close": 14732.88,
"change": -164.01,
"changePct": -1.1,
"tradingVol": 10.21,
"tradingValue": 306.36,
"consNumber": 64.0
},
{
"tradeDate": "20220105",
"indexCode": "399967",
"indexNameCnAll": "中证军工指数",
"indexNameCn": "中证军工",
"indexNameEnAll": "CSI National Defense Industry Index",
"indexNameEn": "CSI National Defense",
"open": 14690.36,
"high": 14750.57,
"low": 13958.84,
"close": 13979.6,
"change": -753.28,
"changePct": -5.11,
"tradingVol": 11.73,
"tradingValue": 361.02,
"consNumber": 64.0
},
{
"tradeDate": "20220106",
"indexCode": "399967",
"indexNameCnAll": "中证军工指数",
"indexNameCn": "中证军工",
"indexNameEnAll": "CSI National Defense Industry Index",
"indexNameEn": "CSI National Defense",
"open": 13902.36,
"high": 13983.25,
"low": 13664.19,
"close": 13805.97,
"change": -173.63,
"changePct": -1.24,
"tradingVol": 9.02,
"tradingValue": 277.33,
"consNumber": 64.0
},
{
"tradeDate": "20220107",
"indexCode": "399967",
"indexNameCnAll": "中证军工指数",
"indexNameCn": "中证军工",
"indexNameEnAll": "CSI National Defense Industry Index",
"indexNameEn": "CSI National Defense",
"open": 13834.46,
"high": 13928.36,
"low": 13605.02,
"close": 13614.24,
"change": -191.73,
"changePct": -1.39,
"tradingVol": 8.5,
"tradingValue": 231.62,
"consNumber": 64.0
}
],
"success": True
}
深港通 北向数据 STOCK CONNECT NORTHBOUND SHAREHOLDING SEARCH BY DATE
可参照：https://www.hkexnews.hk/sdw/search/mutualmarket.aspx?t=sz
import pysnowball as ball
ball.northbound_shareholding_sh() #默认当天
ball.northbound_shareholding_sh('2022/01/19')
结果显示：
[
{
"code": "30002",
"name": "RAYTRON TECHNOLOGY CO.,LTD. (A #688002)",
"shareholding": 6241840,
"shareholding_percent": "2.43%"
},
...
]
沪港通 北向数据 STOCK CONNECT NORTHBOUND SHAREHOLDING SEARCH BY DATE
可参照：https://www.hkexnews.hk/sdw/search/mutualmarket.aspx?t=sh
import pysnowball as ball
data = ball.northbound_shareholding_sz() #默认当天 可选填日期-格式：'2022/01/19'
print(data[0])
结果显示：
{
"code": "70001",
"name": "PING AN BANK CO., LTD. (A #000001)",
"shareholding": 1839598842,
"shareholding_percent": "9.47%"
}
fund
fund_detail
import pysnowball as ball
ball.fund_detail("008975")
fund_info
import pysnowball as ball
ball.fund_info("008975")
fund_growth
import pysnowball as ball
ball.fund_growth("008975")
fund_nav_history
import pysnowball as ball
ball.fund_nav_history("008975")
fund_achievement
import pysnowball as ball
ball.fund_achievement("008975")
fund_asset
import pysnowball as ball
ball.fund_asset("008975")
fund_manager
import pysnowball as ball
ball.fund_manager("008975")
fund_trade_date
import pysnowball as ball
ball.fund_trade_date("008975")
fund_derived
import pysnowball as ball
ball.fund_derived("008975")
关键词搜索股票代码
import pysnowball as ball
ball.suggest_stock("tyzn")
结果显示：
{
"code": 200,
"data": [
{
"code": "SH603273",
"label": "11",
"query": "天元智能",
"state": 1,
"stock_type": 11,
"type": 1
},
{
"code": "NQ837134",
"label": "61",
"query": "天元智能",
"state": 2,
"stock_type": 61,
"type": 1
}
],
"message": "success",
"meta": {
"count": 2,
"feedback": -1,
"has_next_page": true,
"maxPage": 1,
"page": 1,
"query_id": 1726881996430614528,
"size": 2
},
"success": true
}
Open Source Agenda is not affiliated with "Uname Yang Pysnowball" Project. README Source: uname-yang/pysnowball
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