frequi_origin/src/views/Backtesting.vue

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<template>
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<div class="container-fluid">
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<h2 class="mt-3">Backtesting</h2>
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<div class="container">
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<div class="row mx-5 d-flex flex-wrap justify-content-center mb-4">
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<b-form-radio
v-model="btFormMode"
name="bt-form-radios"
button
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class="mx-1"
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value="run"
:disabled="!canRunBacktest"
>Run backtest</b-form-radio
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>
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<b-form-radio
v-model="btFormMode"
name="bt-form-radios"
button
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class="mx-1"
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value="results"
:disabled="!hasBacktestResult"
>Analyze result</b-form-radio
>
<b-form-radio
v-model="btFormMode"
name="bt-form-radios"
button
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class="mx-1"
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value="visualize-summary"
:disabled="!hasBacktestResult"
>Visualize summary</b-form-radio
>
<b-form-radio
v-model="btFormMode"
name="bt-form-radios"
button
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class="mx-1"
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value="visualize"
:disabled="!hasBacktestResult"
>Visualize result</b-form-radio
>
</div>
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<div v-if="btFormMode == 'run'" class="row d-flex flex-column">
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<StrategyList v-model="strategy"></StrategyList>
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<b-card bg-variant="light" class="w-60" :disabled="backtestRunning">
<!-- Backtesting parameters -->
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<b-form-group
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label-cols-lg="2"
label="Backtest params"
label-size="sm"
label-class="font-weight-bold pt-0"
class="mb-0"
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>
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<b-form-group
label-cols-sm="5"
label="Timeframe:"
label-align-sm="right"
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label-for="timeframe-select"
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>
<b-form-select
id="timeframe-select"
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v-model="selectedTimeframe"
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placeholder="Use strategy default"
:options="availableTimeframes"
></b-form-select>
</b-form-group>
<b-form-group
label-cols-sm="5"
label="Max open trades:"
label-align-sm="right"
label-for="max-open-trades"
>
<b-form-input
id="max-open-trades"
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v-model="maxOpenTrades"
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placeholder="Use strategy default"
type="number"
></b-form-input>
</b-form-group>
<b-form-group
label-cols-sm="5"
label="Stake amount:"
label-align-sm="right"
label-for="stake-amount"
>
<b-form-input
id="stake-amount"
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v-model="stakeAmount"
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type="number"
placeholder="Use strategy default"
step="0.01"
></b-form-input>
</b-form-group>
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<b-form-group
label-cols-sm="5"
label="Enable Protections:"
label-align-sm="right"
label-for="enable-protections"
>
<b-form-checkbox
id="enable-protections"
v-model="enableProtections"
:options="availableTimeframes"
></b-form-checkbox>
</b-form-group>
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<!-- <b-form-group label-cols-sm="5" label="Fee:" label-align-sm="right" label-for="fee">
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<b-form-input
id="fee"
type="number"
placeholder="Use exchange default"
step="0.01"
></b-form-input>
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</b-form-group> -->
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</b-form-group>
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</b-card>
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<TimeRangeSelect v-model="timerange" class="mt-2"></TimeRangeSelect>
<h3 class="mt-3">Backtesting summary</h3>
<div class="d-flex justify-content-center">
<b-button
variant="primary"
:disabled="backtestRunning"
class="mx-1"
@click="clickBacktest"
>
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Start backtest
</b-button>
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<b-button
variant="primary"
:disabled="backtestRunning"
class="mx-1"
@click="pollBacktest"
>
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Load backtest result
</b-button>
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<b-button variant="primary" class="mx-1" @click="removeBacktest">Reset Backtest</b-button>
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</div>
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</div>
</div>
<div v-if="hasBacktestResult && btFormMode == 'results'" class="text-center w-100 mt-2">
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<BacktestResultSelect
:backtest-history="backtestHistory"
:selected-backtest-result-key="selectedBacktestResultKey"
@selectionChange="setBacktestResult"
/>
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<BacktestResultView :strategy="strategy" :backtest-result="selectedBacktestResult" />
</div>
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<div
v-if="hasBacktestResult && btFormMode == 'visualize-summary'"
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class="text-center w-100 mt-2 d-flex flex-column"
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>
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<TradesLogChart :trades="selectedBacktestResult.trades" class="trades-log" />
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<CumProfitChart
:trades="selectedBacktestResult.trades"
profit-column="profit_abs"
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class="cum-profit"
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:show-title="true"
/>
</div>
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<div
v-if="hasBacktestResult && btFormMode == 'visualize'"
class="container-fluid row text-center w-100 mt-2"
>
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<p>
Graph will always show the latest values for the selected strategy. Strategy: {{ strategy }}
</p>
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<div class="container-fluid row text-center">
<PairSummary
class="col-md-2"
:pairlist="selectedBacktestResult.pairlist"
:trades="selectedBacktestResult.trades"
sort-method="profit"
/>
<CandleChartContainer
:available-pairs="selectedBacktestResult.pairlist"
:historic-view="!!true"
:timeframe="timeframe"
:plot-config="selectedPlotConfig"
:timerange="timerange"
:strategy="strategy"
:trades="selectedBacktestResult.trades"
class="col-md-10 candle-chart-container"
>
</CandleChartContainer>
</div>
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</div>
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</div>
</template>
<script lang="ts">
import { Component, Vue, Watch } from 'vue-property-decorator';
import { namespace } from 'vuex-class';
import TimeRangeSelect from '@/components/ftbot/TimeRangeSelect.vue';
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import BacktestResultView from '@/components/ftbot/BacktestResultView.vue';
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import BacktestResultSelect from '@/components/ftbot/BacktestResultSelect.vue';
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import CandleChartContainer from '@/components/charts/CandleChartContainer.vue';
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import StrategyList from '@/components/ftbot/StrategyList.vue';
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import ValuePair from '@/components/ftbot/ValuePair.vue';
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import CumProfitChart from '@/components/charts/CumProfitChart.vue';
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import TradesLogChart from '@/components/charts/TradesLog.vue';
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import PairSummary from '@/components/ftbot/PairSummary.vue';
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import {
BacktestPayload,
BacktestResult,
PairHistoryPayload,
PlotConfig,
StrategyBacktestResult,
} from '@/types';
import { getCustomPlotConfig, getPlotConfigName } from '@/shared/storage';
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import { formatPercent } from '@/shared/formatters';
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import { BotStoreGetters } from '@/store/modules/ftbot';
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const ftbot = namespace('ftbot');
@Component({
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components: {
BacktestResultView,
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BacktestResultSelect,
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TimeRangeSelect,
CandleChartContainer,
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CumProfitChart,
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TradesLogChart,
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StrategyList,
ValuePair,
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PairSummary,
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},
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})
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export default class Backtesting extends Vue {
pollInterval: number | null = null;
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availableTimeframes = [
'1m',
'3m',
'5m',
'15m',
'30m',
'1h',
'2h',
'4h',
'6h',
'8h',
'12h',
'1d',
'3d',
'1w',
'2w',
'1M',
'1y',
];
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selectedTimeframe = '';
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strategy = '';
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timerange = '';
enableProtections = false;
maxOpenTrades = '';
stakeAmount = '';
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btFormMode = 'run';
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selectedPlotConfig: PlotConfig = getCustomPlotConfig(getPlotConfigName());
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@ftbot.State backtestRunning!: boolean;
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@ftbot.State backtestResult!: BacktestResult;
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@ftbot.State backtestHistory!: StrategyBacktestResult[];
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@ftbot.State selectedBacktestResultKey!: string;
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@ftbot.State history;
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@ftbot.Getter [BotStoreGetters.selectedBacktestResult]!: StrategyBacktestResult;
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// eslint-disable-next-line @typescript-eslint/no-unused-vars
@ftbot.Action public getPairHistory!: (payload: PairHistoryPayload) => void;
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// eslint-disable-next-line @typescript-eslint/no-unused-vars
@ftbot.Action startBacktest!: (payload: BacktestPayload) => void;
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@ftbot.Action pollBacktest!: () => void;
@ftbot.Action removeBacktest!: () => void;
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// eslint-disable-next-line @typescript-eslint/no-unused-vars
@ftbot.Mutation setBacktestResultKey!: (key: string) => void;
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formatPercent = formatPercent;
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get canRunBacktest() {
// TODO: Analyze if parameters and strategy has been selected.
return true;
}
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get hasBacktestResult() {
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return this.backtestResult ? Object.keys(this.backtestResult).length !== 0 : false;
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}
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// get selectedBacktestResult(): StrategyBacktestResult {
// return this.backtestResult.strategy[this.strategy] || {};
// }
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get timeframe(): string {
try {
return this.backtestResult.strategy[this.strategy].timeframe;
} catch (err) {
return '';
}
}
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setBacktestResult(key: string) {
this.setBacktestResultKey(key);
}
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clickBacktest() {
const btPayload: BacktestPayload = {
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strategy: this.strategy,
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timerange: this.timerange,
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// eslint-disable-next-line @typescript-eslint/camelcase
enable_protections: this.enableProtections,
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};
const openTradesInt = parseInt(this.maxOpenTrades, 10);
if (openTradesInt) {
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// eslint-disable-next-line @typescript-eslint/camelcase
btPayload.max_open_trades = openTradesInt;
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}
const stakeAmountInt = Number(this.stakeAmount);
if (stakeAmountInt) {
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// eslint-disable-next-line @typescript-eslint/camelcase
btPayload.stake_amount = stakeAmountInt;
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}
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if (this.selectedTimeframe) {
btPayload.timeframe = this.selectedTimeframe;
}
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this.startBacktest(btPayload);
}
@Watch('backtestRunning')
backtestRunningChanged() {
if (this.backtestRunning === true) {
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this.pollInterval = window.setInterval(this.pollBacktest, 1000);
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} else if (this.pollInterval) {
clearInterval(this.pollInterval);
this.pollInterval = null;
}
}
}
</script>
<style scoped>
.candle-chart-container {
height: 640px !important;
}
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.cum-profit {
height: 350px;
max-height: 350px;
}
.trades-log {
height: 350px;
max-height: 350px;
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}
</style>