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Get Started

 * Installation
 * Download Database

User Guide

 * Setup
 * Data Reader
 * Technical Indicator
 * BacktestAlgorithm
 * Data Property
 * Example
 * Colab Example
 * Execution

API Reference

 * ezyquant
   * ezyquant.backtesting
     * ezyquant.backtesting.account
       * ezyquant.backtesting.account.SETAccount
     * ezyquant.backtesting.backtesting
       * ezyquant.backtesting.backtesting.backtest
     * ezyquant.backtesting.context
       * ezyquant.backtesting.context.nan_not_nan_dict
       * ezyquant.backtesting.context.Context
     * ezyquant.backtesting.position
       * ezyquant.backtesting.position.SETPosition
     * ezyquant.backtesting.trade
       * ezyquant.backtesting.trade.SETTrade
   * ezyquant.connect
     * ezyquant.connect.EZYQUANT_DATABASE_DRIVER
     * ezyquant.connect.EZYQUANT_DATABASE_USERNAME
     * ezyquant.connect.EZYQUANT_DATABASE_PASSWORD
     * ezyquant.connect.EZYQUANT_DATABASE_HOST
     * ezyquant.connect.EZYQUANT_DATABASE_PORT
     * ezyquant.connect.EZYQUANT_DATABASE_NAME
     * ezyquant.connect.EZYQUANT_DATABASE_URI
     * ezyquant.connect.connect_postgres
     * ezyquant.connect.connect_sqlite
   * ezyquant.creator
     * ezyquant.creator.SETSignalCreator
       * ezyquant.creator.SETSignalCreator.get_data
       * ezyquant.creator.SETSignalCreator.get_symbols_by_trading_sign
       * ezyquant.creator.SETSignalCreator.is_banned
       * ezyquant.creator.SETSignalCreator.is_universe
       * ezyquant.creator.SETSignalCreator.rank
       * ezyquant.creator.SETSignalCreator.screen_universe
   * ezyquant.errors
     * ezyquant.errors.InputError
   * ezyquant.fields
   * ezyquant.indicators
     * ezyquant.indicators.pivot_point
       * ezyquant.indicators.pivot_point.pivot_points_high
       * ezyquant.indicators.pivot_point.pivot_points_low
     * ezyquant.indicators.rsi_divergence
       * ezyquant.indicators.rsi_divergence.rsi_divergence
     * ezyquant.indicators.ta
       * ezyquant.indicators.ta.TA
     * ezyquant.indicators.zigzag
       * ezyquant.indicators.zigzag.peak_valley_pivots_candlestick
   * ezyquant.reader
     * ezyquant.reader.SETBusinessDay
     * ezyquant.reader.SETDataReader
       * ezyquant.reader.SETDataReader.get_adjust_factor
       * ezyquant.reader.SETDataReader.get_change_name
       * ezyquant.reader.SETDataReader.get_company_info
       * ezyquant.reader.SETDataReader.get_data_index_daily
       * ezyquant.reader.SETDataReader.get_data_industry_daily
       * ezyquant.reader.SETDataReader.get_data_sector_daily
       * ezyquant.reader.SETDataReader.get_data_symbol_daily
       * ezyquant.reader.SETDataReader.get_data_symbol_quarterly
       * ezyquant.reader.SETDataReader.get_data_symbol_ttm
       * ezyquant.reader.SETDataReader.get_data_symbol_yearly
       * ezyquant.reader.SETDataReader.get_data_symbol_ytd
       * ezyquant.reader.SETDataReader.get_delisted
       * ezyquant.reader.SETDataReader.get_dividend
       * ezyquant.reader.SETDataReader.get_rights_benefit
       * ezyquant.reader.SETDataReader.get_sign_posting
       * ezyquant.reader.SETDataReader.get_symbol_info
       * ezyquant.reader.SETDataReader.get_symbols_by_index
       * ezyquant.reader.SETDataReader.get_trading_dates
       * ezyquant.reader.SETDataReader.is_today_trading_date
       * ezyquant.reader.SETDataReader.is_trading_date
       * ezyquant.reader.SETDataReader.last_table_update
       * ezyquant.reader.SETDataReader.last_update
       * ezyquant.reader.SETDataReader.engine
   * ezyquant.report
     * ezyquant.report.cagr
     * ezyquant.report.return_nan_on_failure
     * ezyquant.report.SETBacktestReport
       * ezyquant.report.SETBacktestReport.to_basic
       * ezyquant.report.SETBacktestReport.to_excel
       * ezyquant.report.SETBacktestReport.to_full
       * ezyquant.report.SETBacktestReport.to_html
       * ezyquant.report.SETBacktestReport.to_snapshot
       * ezyquant.report.SETBacktestReport.all_trades
       * ezyquant.report.SETBacktestReport.avg_bar_held
       * ezyquant.report.SETBacktestReport.avg_lose_bar_held
       * ezyquant.report.SETBacktestReport.avg_loss
       * ezyquant.report.SETBacktestReport.avg_profit
       * ezyquant.report.SETBacktestReport.avg_profit_loss
       * ezyquant.report.SETBacktestReport.avg_win_bar_held
       * ezyquant.report.SETBacktestReport.cagr
       * ezyquant.report.SETBacktestReport.cagr_divided_maxdd
       * ezyquant.report.SETBacktestReport.cagr_divided_std
       * ezyquant.report.SETBacktestReport.cumulative_return_df
       * ezyquant.report.SETBacktestReport.dividend_df
       * ezyquant.report.SETBacktestReport.drawdown_percent_df
       * ezyquant.report.SETBacktestReport.end_date
       * ezyquant.report.SETBacktestReport.ending_capital
       * ezyquant.report.SETBacktestReport.initial_capital
       * ezyquant.report.SETBacktestReport.loss_trades
       * ezyquant.report.SETBacktestReport.max_lose_consecutive
       * ezyquant.report.SETBacktestReport.max_win_consecutive
       * ezyquant.report.SETBacktestReport.maximum_drawdown
       * ezyquant.report.SETBacktestReport.monthly_return_df
       * ezyquant.report.SETBacktestReport.net_profit
       * ezyquant.report.SETBacktestReport.pct_avg_loss
       * ezyquant.report.SETBacktestReport.pct_avg_profit
       * ezyquant.report.SETBacktestReport.pct_avg_profit_loss
       * ezyquant.report.SETBacktestReport.pct_buy_slip
       * ezyquant.report.SETBacktestReport.pct_commission
       * ezyquant.report.SETBacktestReport.pct_exposure
       * ezyquant.report.SETBacktestReport.pct_maximum_drawdown
       * ezyquant.report.SETBacktestReport.pct_net_profit
       * ezyquant.report.SETBacktestReport.pct_sell_slip
       * ezyquant.report.SETBacktestReport.pct_win_per_trade
       * ezyquant.report.SETBacktestReport.position_df
       * ezyquant.report.SETBacktestReport.price_distribution_df
       * ezyquant.report.SETBacktestReport.start_date
       * ezyquant.report.SETBacktestReport.stat_df
       * ezyquant.report.SETBacktestReport.std
       * ezyquant.report.SETBacktestReport.summary_df
       * ezyquant.report.SETBacktestReport.summary_trade_df
       * ezyquant.report.SETBacktestReport.total_commission
       * ezyquant.report.SETBacktestReport.total_loss
       * ezyquant.report.SETBacktestReport.total_profit
       * ezyquant.report.SETBacktestReport.trade_df
       * ezyquant.report.SETBacktestReport.win_trades
   * ezyquant.utils
     * ezyquant.utils.cache_dataframe_wrapper
     * ezyquant.utils.cache_wrapper
     * ezyquant.utils.cached_property
     * ezyquant.utils.count_max_true_consecutive
     * ezyquant.utils.count_true_consecutive
     * ezyquant.utils.date_to_str
     * ezyquant.utils.is_rebalance
     * ezyquant.utils.is_rebalance_monthly
     * ezyquant.utils.is_rebalance_weekly
     * ezyquant.utils.pivot_remove_index_name
     * ezyquant.utils.round_down
     * ezyquant.utils.str_date_add_timedelta
     * ezyquant.utils.str_to_date
     * ezyquant.utils.str_to_datetime
     * ezyquant.utils.union_datetime_index
     * ezyquant.utils.wrap_cache_class
     * ezyquant.utils.CacheMetaClass
       * ezyquant.utils.CacheMetaClass.__call__
       * ezyquant.utils.CacheMetaClass.mro
   * ezyquant.validators
     * ezyquant.validators.check_cash
     * ezyquant.validators.check_df_column_symbol
     * ezyquant.validators.check_df_index_daily
     * ezyquant.validators.check_df_symbol_daily
     * ezyquant.validators.check_duplicate
     * ezyquant.validators.check_pct
     * ezyquant.validators.check_start_end_date
 * ezyquant_execution
   * ezyquant_execution.constant
   * ezyquant_execution.context
     * ezyquant_execution.context.new_refresh
     * ezyquant_execution.context.ExecuteContext
       * ezyquant_execution.context.ExecuteContext.Symbol
       * ezyquant_execution.context.ExecuteContext.cancel_buy_orders
       * ezyquant_execution.context.ExecuteContext.cancel_orders
       * ezyquant_execution.context.ExecuteContext.cancel_price_orders
       * ezyquant_execution.context.ExecuteContext.cancel_sell_orders
       * ezyquant_execution.context.ExecuteContext.get_account_info
       * ezyquant_execution.context.ExecuteContext.get_orders
       * ezyquant_execution.context.ExecuteContext.get_portfolio
       * ezyquant_execution.context.ExecuteContext.get_portfolios
       * ezyquant_execution.context.ExecuteContext.get_quote_symbol
       * ezyquant_execution.context.ExecuteContext.get_trades
       * ezyquant_execution.context.ExecuteContext.place_order
       * ezyquant_execution.context.ExecuteContext.cash
       * ezyquant_execution.context.ExecuteContext.cash_balance
       * ezyquant_execution.context.ExecuteContext.line_available
       * ezyquant_execution.context.ExecuteContext.pending_order_value
       * ezyquant_execution.context.ExecuteContext.port_value
       * ezyquant_execution.context.ExecuteContext.total_cost_value
       * ezyquant_execution.context.ExecuteContext.total_market_value
       * ezyquant_execution.context.ExecuteContext.ts
     * ezyquant_execution.context.ExecuteContextSymbol
       * ezyquant_execution.context.ExecuteContextSymbol.Symbol
       * ezyquant_execution.context.ExecuteContextSymbol.buy
       * ezyquant_execution.context.ExecuteContextSymbol.buy_pct_port
       * ezyquant_execution.context.ExecuteContextSymbol.buy_value
       * ezyquant_execution.context.ExecuteContextSymbol.cancel_buy_orders
       * ezyquant_execution.context.ExecuteContextSymbol.cancel_orders
       * ezyquant_execution.context.ExecuteContextSymbol.cancel_price_orders
       * ezyquant_execution.context.ExecuteContextSymbol.cancel_sell_orders
       * ezyquant_execution.context.ExecuteContextSymbol.get_account_info
       * ezyquant_execution.context.ExecuteContextSymbol.get_orders
       * ezyquant_execution.context.ExecuteContextSymbol.get_portfolio
       * ezyquant_execution.context.ExecuteContextSymbol.get_portfolios
       * ezyquant_execution.context.ExecuteContextSymbol.get_quote_symbol
       * ezyquant_execution.context.ExecuteContextSymbol.get_trades
       * ezyquant_execution.context.ExecuteContextSymbol.is_buy_sufficient
       * ezyquant_execution.context.ExecuteContextSymbol.is_sell_sufficient
       * ezyquant_execution.context.ExecuteContextSymbol.max_buy_volume
       * ezyquant_execution.context.ExecuteContextSymbol.max_sell_volume
       * ezyquant_execution.context.ExecuteContextSymbol.percent_profit
       * ezyquant_execution.context.ExecuteContextSymbol.place_order
       * ezyquant_execution.context.ExecuteContextSymbol.sell
       * ezyquant_execution.context.ExecuteContextSymbol.sell_pct_port
       * ezyquant_execution.context.ExecuteContextSymbol.sell_value
       * ezyquant_execution.context.ExecuteContextSymbol.target_pct_port
       * ezyquant_execution.context.ExecuteContextSymbol.target_value
       * ezyquant_execution.context.ExecuteContextSymbol.actual_volume
       * ezyquant_execution.context.ExecuteContextSymbol.best_ask_price
       * ezyquant_execution.context.ExecuteContextSymbol.best_bid_price
       * ezyquant_execution.context.ExecuteContextSymbol.cash
       * ezyquant_execution.context.ExecuteContextSymbol.cash_balance
       * ezyquant_execution.context.ExecuteContextSymbol.cost_price
       * ezyquant_execution.context.ExecuteContextSymbol.cost_value
       * ezyquant_execution.context.ExecuteContextSymbol.current_volume
       * ezyquant_execution.context.ExecuteContextSymbol.line_available
       * ezyquant_execution.context.ExecuteContextSymbol.market_price
       * ezyquant_execution.context.ExecuteContextSymbol.market_value
       * ezyquant_execution.context.ExecuteContextSymbol.pending_order_value
       * ezyquant_execution.context.ExecuteContextSymbol.port_value
       * ezyquant_execution.context.ExecuteContextSymbol.profit
       * ezyquant_execution.context.ExecuteContextSymbol.total_cost_value
       * ezyquant_execution.context.ExecuteContextSymbol.total_market_value
       * ezyquant_execution.context.ExecuteContextSymbol.ts
       * ezyquant_execution.context.ExecuteContextSymbol.volume
   * ezyquant_execution.entity
     * ezyquant_execution.entity.BaseAccountInfo
       * ezyquant_execution.entity.BaseAccountInfo.from_camel_dict
       * ezyquant_execution.entity.BaseAccountInfo.line_available
       * ezyquant_execution.entity.BaseAccountInfo.credit_limit
       * ezyquant_execution.entity.BaseAccountInfo.cash_balance
       * ezyquant_execution.entity.BaseAccountInfo.account_type
       * ezyquant_execution.entity.BaseAccountInfo.client_type
       * ezyquant_execution.entity.BaseAccountInfo.customer_type
       * ezyquant_execution.entity.BaseAccountInfo.can_buy
       * ezyquant_execution.entity.BaseAccountInfo.can_sell
       * ezyquant_execution.entity.BaseAccountInfo.crossing_key
       * ezyquant_execution.entity.BaseAccountInfo.credit_balance
     * ezyquant_execution.entity.BidOffer
       * ezyquant_execution.entity.BidOffer.from_dict
       * ezyquant_execution.entity.BidOffer.best_ask_price
       * ezyquant_execution.entity.BidOffer.best_ask_volume
       * ezyquant_execution.entity.BidOffer.best_bid_price
       * ezyquant_execution.entity.BidOffer.best_bid_volume
       * ezyquant_execution.entity.BidOffer.dataframe
       * ezyquant_execution.entity.BidOffer.symbol
       * ezyquant_execution.entity.BidOffer.bids
       * ezyquant_execution.entity.BidOffer.asks
     * ezyquant_execution.entity.BidOfferItem
       * ezyquant_execution.entity.BidOfferItem.price
       * ezyquant_execution.entity.BidOfferItem.volume
     * ezyquant_execution.entity.CancelOrder
       * ezyquant_execution.entity.CancelOrder.from_camel_dict
       * ezyquant_execution.entity.CancelOrder.order_no
       * ezyquant_execution.entity.CancelOrder.error_response
       * ezyquant_execution.entity.CancelOrder.http_status
       * ezyquant_execution.entity.CancelOrder.http_status_code
     * ezyquant_execution.entity.EquityOrder
       * ezyquant_execution.entity.EquityOrder.from_camel_dict
       * ezyquant_execution.entity.EquityOrder.enter_id
       * ezyquant_execution.entity.EquityOrder.account_no
       * ezyquant_execution.entity.EquityOrder.order_no
       * ezyquant_execution.entity.EquityOrder.set_order_no
       * ezyquant_execution.entity.EquityOrder.symbol
       * ezyquant_execution.entity.EquityOrder.trade_date
       * ezyquant_execution.entity.EquityOrder.trade_time
       * ezyquant_execution.entity.EquityOrder.entry_time
       * ezyquant_execution.entity.EquityOrder.side
       * ezyquant_execution.entity.EquityOrder.price_type
       * ezyquant_execution.entity.EquityOrder.price
       * ezyquant_execution.entity.EquityOrder.vol
       * ezyquant_execution.entity.EquityOrder.iceberg_vol
       * ezyquant_execution.entity.EquityOrder.validity
       * ezyquant_execution.entity.EquityOrder.order_type
       * ezyquant_execution.entity.EquityOrder.matched
       * ezyquant_execution.entity.EquityOrder.balance
       * ezyquant_execution.entity.EquityOrder.cancelled
       * ezyquant_execution.entity.EquityOrder.status
       * ezyquant_execution.entity.EquityOrder.show_order_status
       * ezyquant_execution.entity.EquityOrder.show_order_status_meaning
       * ezyquant_execution.entity.EquityOrder.reject_code
       * ezyquant_execution.entity.EquityOrder.reject_reason
       * ezyquant_execution.entity.EquityOrder.cancel_id
       * ezyquant_execution.entity.EquityOrder.cancel_time
       * ezyquant_execution.entity.EquityOrder.version
       * ezyquant_execution.entity.EquityOrder.nvdr_flag
       * ezyquant_execution.entity.EquityOrder.can_change_account
       * ezyquant_execution.entity.EquityOrder.can_change_trustee_id
       * ezyquant_execution.entity.EquityOrder.can_change_price_vol
       * ezyquant_execution.entity.EquityOrder.can_cancel
       * ezyquant_execution.entity.EquityOrder.counter_party_member
       * ezyquant_execution.entity.EquityOrder.trade_report_type
       * ezyquant_execution.entity.EquityOrder.trade_report
       * ezyquant_execution.entity.EquityOrder.terminal_type
       * ezyquant_execution.entity.EquityOrder.valid_till_date
     * ezyquant_execution.entity.EquityPortfolio
       * ezyquant_execution.entity.EquityPortfolio.from_camel_dict
       * ezyquant_execution.entity.EquityPortfolio.symbol
       * ezyquant_execution.entity.EquityPortfolio.flag
       * ezyquant_execution.entity.EquityPortfolio.nvdr_flag
       * ezyquant_execution.entity.EquityPortfolio.market_price
       * ezyquant_execution.entity.EquityPortfolio.amount
       * ezyquant_execution.entity.EquityPortfolio.marketdescription
       * ezyquant_execution.entity.EquityPortfolio.market_value
       * ezyquant_execution.entity.EquityPortfolio.profit
       * ezyquant_execution.entity.EquityPortfolio.percent_profit
       * ezyquant_execution.entity.EquityPortfolio.realize_profit
       * ezyquant_execution.entity.EquityPortfolio.start_volume
       * ezyquant_execution.entity.EquityPortfolio.current_volume
       * ezyquant_execution.entity.EquityPortfolio.actual_volume
       * ezyquant_execution.entity.EquityPortfolio.start_price
       * ezyquant_execution.entity.EquityPortfolio.average_price
       * ezyquant_execution.entity.EquityPortfolio.show_na
       * ezyquant_execution.entity.EquityPortfolio.port_flag
       * ezyquant_execution.entity.EquityPortfolio.margin_rate
       * ezyquant_execution.entity.EquityPortfolio.liabilities
       * ezyquant_execution.entity.EquityPortfolio.commission_rate
       * ezyquant_execution.entity.EquityPortfolio.vat_rate
     * ezyquant_execution.entity.EquityTrade
       * ezyquant_execution.entity.EquityTrade.from_camel_dict
       * ezyquant_execution.entity.EquityTrade.broker_id
       * ezyquant_execution.entity.EquityTrade.order_no
       * ezyquant_execution.entity.EquityTrade.entry_id
       * ezyquant_execution.entity.EquityTrade.account_no
       * ezyquant_execution.entity.EquityTrade.trade_no
       * ezyquant_execution.entity.EquityTrade.deal_no
       * ezyquant_execution.entity.EquityTrade.trade_date
       * ezyquant_execution.entity.EquityTrade.trade_time
       * ezyquant_execution.entity.EquityTrade.symbol
       * ezyquant_execution.entity.EquityTrade.side
       * ezyquant_execution.entity.EquityTrade.qty
       * ezyquant_execution.entity.EquityTrade.px
       * ezyquant_execution.entity.EquityTrade.trustee_id
       * ezyquant_execution.entity.EquityTrade.brokerage_fee
       * ezyquant_execution.entity.EquityTrade.trading_fee
       * ezyquant_execution.entity.EquityTrade.clearing_fee
     * ezyquant_execution.entity.PortfolioResponse
       * ezyquant_execution.entity.PortfolioResponse.from_camel_dict
       * ezyquant_execution.entity.PortfolioResponse.portfolio_list
       * ezyquant_execution.entity.PortfolioResponse.total_portfolio
     * ezyquant_execution.entity.PriceInfo
       * ezyquant_execution.entity.PriceInfo.from_camel_dict
       * ezyquant_execution.entity.PriceInfo.symbol
       * ezyquant_execution.entity.PriceInfo.projected_open_price
       * ezyquant_execution.entity.PriceInfo.high
       * ezyquant_execution.entity.PriceInfo.low
       * ezyquant_execution.entity.PriceInfo.last
       * ezyquant_execution.entity.PriceInfo.change
       * ezyquant_execution.entity.PriceInfo.total_volume
       * ezyquant_execution.entity.PriceInfo.total_value
       * ezyquant_execution.entity.PriceInfo.market_status
     * ezyquant_execution.entity.SettradeStruct
       * ezyquant_execution.entity.SettradeStruct.from_camel_dict
     * ezyquant_execution.entity.StockQuoteResponse
       * ezyquant_execution.entity.StockQuoteResponse.from_camel_dict
       * ezyquant_execution.entity.StockQuoteResponse.instrument_type
       * ezyquant_execution.entity.StockQuoteResponse.symbol
       * ezyquant_execution.entity.StockQuoteResponse.high
       * ezyquant_execution.entity.StockQuoteResponse.low
       * ezyquant_execution.entity.StockQuoteResponse.last
       * ezyquant_execution.entity.StockQuoteResponse.average
       * ezyquant_execution.entity.StockQuoteResponse.change
       * ezyquant_execution.entity.StockQuoteResponse.percent_change
       * ezyquant_execution.entity.StockQuoteResponse.market_status
       * ezyquant_execution.entity.StockQuoteResponse.total_volume
       * ezyquant_execution.entity.StockQuoteResponse.security_type
       * ezyquant_execution.entity.StockQuoteResponse.eps
       * ezyquant_execution.entity.StockQuoteResponse.pe
       * ezyquant_execution.entity.StockQuoteResponse.pbv
       * ezyquant_execution.entity.StockQuoteResponse.percent_yield
       * ezyquant_execution.entity.StockQuoteResponse.maturity_date
       * ezyquant_execution.entity.StockQuoteResponse.exercise_price
       * ezyquant_execution.entity.StockQuoteResponse.underlying
       * ezyquant_execution.entity.StockQuoteResponse.underlying_price
       * ezyquant_execution.entity.StockQuoteResponse.intrinsic_value
       * ezyquant_execution.entity.StockQuoteResponse.theoretical
       * ezyquant_execution.entity.StockQuoteResponse.moneyness
       * ezyquant_execution.entity.StockQuoteResponse.last_trading_date
       * ezyquant_execution.entity.StockQuoteResponse.to_last_trade
       * ezyquant_execution.entity.StockQuoteResponse.exercise_ratio
       * ezyquant_execution.entity.StockQuoteResponse.implied_volatility
       * ezyquant_execution.entity.StockQuoteResponse.exchange
       * ezyquant_execution.entity.StockQuoteResponse.aum_size
       * ezyquant_execution.entity.StockQuoteResponse.inav
   * ezyquant_execution.executing
     * ezyquant_execution.executing.async_execute_on_timer
     * ezyquant_execution.executing.execute_on_timer
   * ezyquant_execution.realtime
     * ezyquant_execution.realtime.BidOfferSubscriber
       * ezyquant_execution.realtime.BidOfferSubscriber.data
     * ezyquant_execution.realtime.PriceInfoSubscriber
       * ezyquant_execution.realtime.PriceInfoSubscriber.data
     * ezyquant_execution.realtime.SettradeSubscriber
       * ezyquant_execution.realtime.SettradeSubscriber.data
   * ezyquant_execution.utils
     * ezyquant_execution.utils.async_event_wait
     * ezyquant_execution.utils.async_sleep_until
     * ezyquant_execution.utils.camel_to_snake
     * ezyquant_execution.utils.match_tick_price
     * ezyquant_execution.utils.match_tick_price_buy
     * ezyquant_execution.utils.match_tick_price_sell
     * ezyquant_execution.utils.round_100
     * ezyquant_execution.utils.round_even
     * ezyquant_execution.utils.round_x
     * ezyquant_execution.utils.seconds_until
     * ezyquant_execution.utils.sleep_until
     * ezyquant_execution.utils.time_to_datetime



 * Repository
 * Open issue

 * .rst
 * .pdf


EZYQUANT





EZYQUANT#

Powerful Python backtesting for Thai stocks




Get Started

 * Installation
   * Installing from PyPI
   * Installing for Google Colab
   * Installing from Github
 * Download Database
   * Globlex

User Guide

 * Setup
   * Import Library
   * Connect Database
 * Data Reader
   * Initialize
   * GetData
   * Screen Universe
   * Rank
 * Technical Indicator
   * Initialize
   * Generate Technical Indicator
 * BacktestAlgorithm
   * Step 0: Initialize Data
   * Step 1: Create Signal Dataframe
   * Step 2: Create Backtest Algorithm
   * Step 3: Run Backtesting
   * Step 4: Export Result
 * Data Property
   * SETSignalCreator
   * GetData
   * Backtest
 * Example
   * Example 1
 * Colab Example
 * Execution
   * Installation
   * Execute on timer

API Reference

 * ezyquant
   * ezyquant.backtesting
   * ezyquant.connect
   * ezyquant.creator
   * ezyquant.errors
   * ezyquant.fields
   * ezyquant.indicators
   * ezyquant.reader
   * ezyquant.report
   * ezyquant.utils
   * ezyquant.validators
 * ezyquant_execution
   * ezyquant_execution.constant
   * ezyquant_execution.context
   * ezyquant_execution.entity
   * ezyquant_execution.executing
   * ezyquant_execution.realtime
   * ezyquant_execution.utils

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Installation

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