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=662745a236*****;u=909119****")
>>> 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。s(xq_a_token & u)

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)

结果显示

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,