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grafana freqtrade dashboard
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| its WIP but works, just | |
| 1. run grafana if u dont have it docker run --rm -it -e GF_SECURITY_ADMIN_PASSWORD=admin -p 9312:3000 --network=host grafana/grafana | |
| 2. run run.py in folder above user_data | |
| 3. in grafana install plugin simplejson | |
| 4. make new data source in grafana simplejson with url http://localhost:3004 | |
| 5. place config for your strategy in user_data/configs | |
| i think it's all its not complete but works maybe someone can pick it up from here |
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| { | |
| "annotations": { | |
| "list": [ | |
| { | |
| "builtIn": 1, | |
| "datasource": { | |
| "type": "grafana", | |
| "uid": "-- Grafana --" | |
| }, | |
| "enable": true, | |
| "hide": false, | |
| "iconColor": "rgba(0, 211, 255, 1)", | |
| "name": "Annotations & Alerts", | |
| "target": { | |
| "limit": 100, | |
| "matchAny": false, | |
| "tags": [], | |
| "type": "dashboard" | |
| }, | |
| "type": "dashboard" | |
| } | |
| ] | |
| }, | |
| "editable": true, | |
| "fiscalYearStartMonth": 0, | |
| "graphTooltip": 0, | |
| "id": 1, | |
| "links": [], | |
| "liveNow": true, | |
| "panels": [ | |
| { | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "thresholds" | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "percentage", | |
| "steps": [ | |
| { | |
| "color": "dark-red", | |
| "value": null | |
| }, | |
| { | |
| "color": "green", | |
| "value": 60 | |
| } | |
| ] | |
| }, | |
| "unit": "none" | |
| }, | |
| "overrides": [] | |
| }, | |
| "gridPos": { | |
| "h": 11, | |
| "w": 22, | |
| "x": 0, | |
| "y": 0 | |
| }, | |
| "id": 6, | |
| "options": { | |
| "orientation": "auto", | |
| "reduceOptions": { | |
| "calcs": [ | |
| "lastNotNull" | |
| ], | |
| "fields": "/^Value$/", | |
| "limit": 5000, | |
| "values": true | |
| }, | |
| "showThresholdLabels": false, | |
| "showThresholdMarkers": true, | |
| "text": { | |
| "titleSize": 25, | |
| "valueSize": 55 | |
| } | |
| }, | |
| "pluginVersion": "9.4.7", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "refId": "A", | |
| "target": "backtest_results:$backtest", | |
| "type": "timeserie" | |
| } | |
| ], | |
| "title": "Results", | |
| "transformations": [ | |
| { | |
| "id": "seriesToRows", | |
| "options": {} | |
| }, | |
| { | |
| "id": "groupBy", | |
| "options": { | |
| "fields": { | |
| "Metric": { | |
| "aggregations": [], | |
| "operation": "groupby" | |
| }, | |
| "Time": { | |
| "aggregations": [], | |
| "operation": "aggregate" | |
| }, | |
| "Value": { | |
| "aggregations": [], | |
| "operation": "groupby" | |
| } | |
| } | |
| } | |
| }, | |
| { | |
| "id": "filterByValue", | |
| "options": { | |
| "filters": [ | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "backtest_start_ts" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "backtest_run_start_ts" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "backtest_run_end_ts" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "greater", | |
| "options": { | |
| "value": 0 | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "backtest_end_ts" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| } | |
| ], | |
| "match": "any", | |
| "type": "exclude" | |
| } | |
| }, | |
| { | |
| "id": "filterByValue", | |
| "options": { | |
| "filters": [ | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "wins" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "losses" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| }, | |
| { | |
| "config": { | |
| "id": "equal", | |
| "options": { | |
| "value": "total_trades" | |
| } | |
| }, | |
| "fieldName": "Metric" | |
| } | |
| ], | |
| "match": "any", | |
| "type": "include" | |
| } | |
| }, | |
| { | |
| "id": "sortBy", | |
| "options": { | |
| "fields": {}, | |
| "sort": [ | |
| { | |
| "desc": true, | |
| "field": "Value" | |
| } | |
| ] | |
| } | |
| } | |
| ], | |
| "type": "gauge" | |
| }, | |
| { | |
| "collapsed": false, | |
| "gridPos": { | |
| "h": 1, | |
| "w": 24, | |
| "x": 0, | |
| "y": 11 | |
| }, | |
| "id": 4, | |
| "panels": [], | |
| "repeat": "backtest", | |
| "repeatDirection": "h", | |
| "title": "Backtest", | |
| "type": "row" | |
| }, | |
| { | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "fieldConfig": { | |
| "defaults": { | |
| "color": { | |
| "mode": "palette-classic" | |
| }, | |
| "custom": { | |
| "axisCenteredZero": false, | |
| "axisColorMode": "text", | |
| "axisLabel": "", | |
| "axisPlacement": "right", | |
| "barAlignment": 0, | |
| "drawStyle": "line", | |
| "fillOpacity": 0, | |
| "gradientMode": "none", | |
| "hideFrom": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": false | |
| }, | |
| "lineInterpolation": "stepBefore", | |
| "lineStyle": { | |
| "fill": "solid" | |
| }, | |
| "lineWidth": 1, | |
| "pointSize": 6, | |
| "scaleDistribution": { | |
| "type": "linear" | |
| }, | |
| "showPoints": "auto", | |
| "spanNulls": false, | |
| "stacking": { | |
| "group": "A", | |
| "mode": "none" | |
| }, | |
| "thresholdsStyle": { | |
| "mode": "off" | |
| } | |
| }, | |
| "mappings": [], | |
| "thresholds": { | |
| "mode": "absolute", | |
| "steps": [ | |
| { | |
| "color": "green", | |
| "value": null | |
| }, | |
| { | |
| "color": "red", | |
| "value": 21 | |
| } | |
| ] | |
| }, | |
| "unit": "currencyUSD" | |
| }, | |
| "overrides": [ | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "volume" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "bars" | |
| }, | |
| { | |
| "id": "custom.scaleDistribution", | |
| "value": { | |
| "linearThreshold": 99999999999, | |
| "log": 10, | |
| "type": "symlog" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "EMA50" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "line" | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "EMA200" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "line" | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "EMA800" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "line" | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "VWAP" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "line" | |
| }, | |
| { | |
| "id": "custom.lineInterpolation", | |
| "value": "linear" | |
| }, | |
| { | |
| "id": "custom.lineWidth", | |
| "value": 2 | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "RSI" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "line" | |
| }, | |
| { | |
| "id": "custom.scaleDistribution", | |
| "value": { | |
| "linearThreshold": 999999999999999, | |
| "log": 2, | |
| "type": "symlog" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "enter_long" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "points" | |
| }, | |
| { | |
| "id": "custom.pointSize", | |
| "value": 14 | |
| }, | |
| { | |
| "id": "color", | |
| "value": { | |
| "fixedColor": "yellow", | |
| "mode": "fixed" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "exit_long" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "points" | |
| }, | |
| { | |
| "id": "color", | |
| "value": { | |
| "fixedColor": "blue", | |
| "mode": "fixed" | |
| } | |
| }, | |
| { | |
| "id": "custom.pointSize", | |
| "value": 14 | |
| } | |
| ] | |
| }, | |
| { | |
| "matcher": { | |
| "id": "byName", | |
| "options": "averageVolume" | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.drawStyle", | |
| "value": "bars" | |
| }, | |
| { | |
| "id": "custom.scaleDistribution", | |
| "value": { | |
| "linearThreshold": 0, | |
| "log": 2, | |
| "type": "symlog" | |
| } | |
| } | |
| ] | |
| }, | |
| { | |
| "__systemRef": "hideSeriesFrom", | |
| "matcher": { | |
| "id": "byNames", | |
| "options": { | |
| "mode": "exclude", | |
| "names": [ | |
| "open", | |
| "high", | |
| "low", | |
| "close", | |
| "daily_high", | |
| "daily_low", | |
| "phigh", | |
| "VWAP", | |
| "daily_open", | |
| "weekly_high", | |
| "weekly_low", | |
| "prev_high", | |
| "prev_low", | |
| "enter_long" | |
| ], | |
| "prefix": "All except:", | |
| "readOnly": true | |
| } | |
| }, | |
| "properties": [ | |
| { | |
| "id": "custom.hideFrom", | |
| "value": { | |
| "legend": false, | |
| "tooltip": false, | |
| "viz": true | |
| } | |
| } | |
| ] | |
| } | |
| ] | |
| }, | |
| "gridPos": { | |
| "h": 15, | |
| "w": 24, | |
| "x": 0, | |
| "y": 12 | |
| }, | |
| "id": 2, | |
| "options": { | |
| "candleStyle": "candles", | |
| "colorStrategy": "open-close", | |
| "colors": { | |
| "down": "red", | |
| "up": "green" | |
| }, | |
| "includeAllFields": true, | |
| "legend": { | |
| "calcs": [], | |
| "displayMode": "list", | |
| "placement": "right", | |
| "showLegend": true | |
| }, | |
| "mode": "candles" | |
| }, | |
| "repeat": "query0", | |
| "repeatDirection": "h", | |
| "targets": [ | |
| { | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "refId": "A", | |
| "target": "candlesforstrategy:$strategy,$config,$pair,$timeframe", | |
| "type": "timeserie" | |
| } | |
| ], | |
| "title": "Panel Title", | |
| "transformations": [ | |
| { | |
| "id": "filterFieldsByName", | |
| "options": { | |
| "include": { | |
| "names": [ | |
| "Time", | |
| "open", | |
| "high", | |
| "low", | |
| "close", | |
| "volume", | |
| "daily_high", | |
| "daily_low", | |
| "phigh", | |
| "VWAP", | |
| "enter_long", | |
| "weekly_high", | |
| "weekly_low", | |
| "prev_high", | |
| "prev_low", | |
| "daily_open" | |
| ] | |
| } | |
| } | |
| } | |
| ], | |
| "type": "candlestick" | |
| } | |
| ], | |
| "refresh": "", | |
| "revision": 1, | |
| "schemaVersion": 38, | |
| "style": "dark", | |
| "tags": [], | |
| "templating": { | |
| "list": [ | |
| { | |
| "allValue": "ALL", | |
| "current": { | |
| "selected": false, | |
| "text": "All", | |
| "value": "$__all" | |
| }, | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "definition": "strategy_list:config.json", | |
| "hide": 0, | |
| "includeAll": true, | |
| "label": "Strategy", | |
| "multi": false, | |
| "name": "strategy", | |
| "options": [], | |
| "query": "strategy_list:config.json", | |
| "refresh": 1, | |
| "regex": "", | |
| "skipUrlSync": false, | |
| "sort": 0, | |
| "type": "query" | |
| }, | |
| { | |
| "current": { | |
| "selected": false, | |
| "text": "08:24:52 PM 04/13/23 NewDailyHigh backtest-result-2023-04-13_20-26-08.json", | |
| "value": "08:24:52 PM 04/13/23 NewDailyHigh backtest-result-2023-04-13_20-26-08.json" | |
| }, | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "definition": "backtest_list:${strategy}", | |
| "hide": 0, | |
| "includeAll": false, | |
| "label": "Backtest", | |
| "multi": false, | |
| "name": "backtest", | |
| "options": [], | |
| "query": "backtest_list:${strategy}", | |
| "refresh": 1, | |
| "regex": "", | |
| "skipUrlSync": false, | |
| "sort": 0, | |
| "type": "query" | |
| }, | |
| { | |
| "current": { | |
| "selected": false, | |
| "text": "NewDailyHigh.config.json", | |
| "value": "NewDailyHigh.config.json" | |
| }, | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "definition": "config_list", | |
| "hide": 0, | |
| "includeAll": false, | |
| "label": "Config", | |
| "multi": false, | |
| "name": "config", | |
| "options": [], | |
| "query": "config_list", | |
| "refresh": 1, | |
| "regex": "", | |
| "skipUrlSync": false, | |
| "sort": 0, | |
| "type": "query" | |
| }, | |
| { | |
| "current": { | |
| "selected": false, | |
| "text": "DOGE/USDT:USDT", | |
| "value": "DOGE/USDT:USDT" | |
| }, | |
| "datasource": { | |
| "type": "grafana-simple-json-datasource", | |
| "uid": "${datasource}" | |
| }, | |
| "definition": "pairlist:$strategy,$config", | |
| "hide": 0, | |
| "includeAll": false, | |
| "label": "Pair", | |
| "multi": false, | |
| "name": "pair", | |
| "options": [], | |
| "query": "pairlist:$strategy,$config", | |
| "refresh": 1, | |
| "regex": "", | |
| "skipUrlSync": false, | |
| "sort": 0, | |
| "type": "query" | |
| }, | |
| { | |
| "current": { | |
| "selected": false, | |
| "text": "15m", | |
| "value": "15m" | |
| }, | |
| "hide": 0, | |
| "includeAll": false, | |
| "label": "Timeframe", | |
| "multi": false, | |
| "name": "timeframe", | |
| "options": [ | |
| { | |
| "selected": false, | |
| "text": "1m", | |
| "value": "1m" | |
| }, | |
| { | |
| "selected": false, | |
| "text": "5m", | |
| "value": "5m" | |
| }, | |
| { | |
| "selected": true, | |
| "text": "15m", | |
| "value": "15m" | |
| }, | |
| { | |
| "selected": false, | |
| "text": "1h", | |
| "value": "1h" | |
| }, | |
| { | |
| "selected": false, | |
| "text": "1d", | |
| "value": "1d" | |
| } | |
| ], | |
| "query": "1m,5m,15m,1h,1d", | |
| "queryValue": "", | |
| "skipUrlSync": false, | |
| "type": "custom" | |
| }, | |
| { | |
| "current": { | |
| "selected": false, | |
| "text": "run.py", | |
| "value": "run.py" | |
| }, | |
| "hide": 0, | |
| "includeAll": false, | |
| "label": "DataSource", | |
| "multi": false, | |
| "name": "datasource", | |
| "options": [], | |
| "query": "grafana-simple-json-datasource", | |
| "refresh": 1, | |
| "regex": "", | |
| "skipUrlSync": false, | |
| "type": "datasource" | |
| } | |
| ] | |
| }, | |
| "time": { | |
| "from": "2023-04-03T10:45:17.668Z", | |
| "to": "2023-04-03T22:41:52.000Z" | |
| }, | |
| "timepicker": { | |
| "refresh_intervals": [ | |
| "10ms", | |
| "100ms", | |
| "250ms", | |
| "500ms", | |
| "1s", | |
| "5s", | |
| "10s", | |
| "30s", | |
| "1m", | |
| "5m", | |
| "15m", | |
| "30m", | |
| "1h", | |
| "2h", | |
| "1d" | |
| ] | |
| }, | |
| "timezone": "", | |
| "title": "New dashboard", | |
| "uid": "bVIAZ3LVz", | |
| "version": 27, | |
| "weekStart": "" | |
| } |
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Learn more about bidirectional Unicode characters
| import logging | |
| from datetime import datetime | |
| from pathlib import Path | |
| import pandas as pd | |
| from freqtrade.configuration import Configuration | |
| from freqtrade.data import btanalysis | |
| from freqtrade.data.dataprovider import DataProvider | |
| from freqtrade.data.history import load_pair_history | |
| from freqtrade.enums import CandleType | |
| from freqtrade.resolvers import StrategyResolver | |
| from grafana_pandas_datasource import create_app | |
| from grafana_pandas_datasource.registry import data_generators as dg | |
| from grafana_pandas_datasource.service import pandas_component | |
| logger = logging.getLogger(__name__) | |
| logging.basicConfig(level=logging.DEBUG) | |
| TZONE = datetime.now().astimezone().tzinfo | |
| def get_variable_strategy_list(config_list=None): | |
| """ | |
| Returns a list of all available strategies | |
| as will be listed in the strategy dropdown. | |
| """ | |
| from freqtrade.resolvers import StrategyResolver | |
| from freqtrade.configuration import Configuration | |
| strategy_list = StrategyResolver.search_all_objects( | |
| config=Configuration.from_files( | |
| files=["config.json"], | |
| ), | |
| enum_failed=False, | |
| ) | |
| return [s["name"] for s in strategy_list] | |
| dg.add_metric_finder("strategy_list", get_variable_strategy_list) | |
| def get_variable_backtest_list(strategy_name=None): | |
| """ | |
| Returns a list of all available backtests for a strategy. | |
| """ | |
| backtest_list = btanalysis.get_backtest_resultlist( | |
| dirname=Path("user_data/backtest_results"), | |
| ) | |
| # filter by strategy name | |
| if strategy_name and strategy_name.lower() != "all": | |
| backtest_list = [bt for bt in backtest_list if bt["strategy"] == strategy_name] | |
| # format backtest name | |
| bname = ( | |
| lambda bt: f"{datetime.fromtimestamp(bt['backtest_start_time']).strftime('%r %D')} {bt['strategy']} {bt['filename']}" | |
| ) | |
| return [bname(bt) for bt in backtest_list] | |
| dg.add_metric_finder("backtest_list", get_variable_backtest_list) | |
| def get_backtest_results(backtest_name=None, ts_range=None): | |
| """ | |
| Returns a dataframe with backtest results. | |
| """ | |
| # get backtest name based of formatting from get_variable_backtest_list | |
| spl = list(map(lambda s: s.replace("""\\""", ""), backtest_name.split(" "))) | |
| strategy_name = spl[3] | |
| backtest_name = spl[-1] | |
| # get backtest list | |
| backtest_list = btanalysis.get_backtest_resultlist( | |
| dirname=Path("user_data/backtest_results"), | |
| ) | |
| # filter by backtest name | |
| results = [bt for bt in backtest_list if bt["filename"] == backtest_name] | |
| result = results[0] | |
| stats = btanalysis.load_backtest_stats( | |
| filename=f"user_data/backtest_results/{backtest_name}", | |
| ) | |
| stats = stats['strategy'][strategy_name] | |
| # | |
| # trades = btanalysis.load_trades( | |
| # db_url="", | |
| # source='file', | |
| # strategy=strategy_name, | |
| # exportfilename=Path(f"user_data/backtest_results/{backtest_name}"), | |
| # ) | |
| stats.pop('trades') | |
| data = pd.json_normalize(stats) | |
| data['date'] = datetime.fromtimestamp(result["backtest_start_time"], tz=TZONE) | |
| data = data.set_index('date') | |
| return data | |
| dg.add_metric_reader("backtest_results", get_backtest_results) | |
| def get_config_list(*args): | |
| """ | |
| Returns a list of all available config files | |
| from directory `user_data/configs` | |
| """ | |
| config_list = list(Path("user_data/configs").glob("*.json")) | |
| return [c.name for c in config_list] | |
| dg.add_metric_finder("config_list", get_config_list) | |
| def get_pairlist(query=None): | |
| spl = query.split(',') | |
| strategy, config = spl[0], spl[1] | |
| config = config.replace("""\\""", "") | |
| config = Configuration.from_files(["user_data/configs/" + config]) | |
| config['strategy'] = strategy | |
| return config['exchange']['pair_whitelist'] | |
| dg.add_metric_finder("pairlist", get_pairlist) | |
| # todo add caching | |
| def get_candles_for_strategy(query=None, ts_range=None): | |
| """ | |
| Returns a dataframe with candles. | |
| """ | |
| spl = query.split(',') | |
| strategy, config, pair, timeframe = spl[0], spl[1], spl[2], spl[3] | |
| config = config.replace("""\\""", "") | |
| pair = pair.replace("""\\""", "") | |
| strategy = strategy.replace("""\\""", "") | |
| config = Configuration.from_files(["user_data/configs/" + config]) | |
| config["strategy"] = strategy | |
| config["timeframe"] = timeframe | |
| config["exchange"]["pair_whitelist"] = [pair] | |
| # todo add timerange | |
| df = load_pair_history( | |
| datadir=config["datadir"], | |
| timeframe=timeframe, | |
| pair=pair, | |
| data_format="json", | |
| candle_type=getattr(CandleType, config["trading_mode"].name), | |
| ) | |
| time_filter = ( | |
| (df['date'] > ts_range["$gt"]) & | |
| (df['date'] < ts_range["$lte"]) | |
| ) | |
| s = StrategyResolver.load_strategy(config) | |
| s.dp = DataProvider(config, None, None) | |
| s.ft_bot_start() | |
| try: | |
| df = s.analyze_ticker(df, {'pair': pair}) | |
| except Exception as e: | |
| df['error'] = True | |
| df.set_index("date", inplace=True) | |
| df["date"] = df.index | |
| logger.debug(e) | |
| return df | |
| # check if we have key enter_long | |
| if 'enter_long' in df: | |
| df.loc[( | |
| df['enter_long'] == 1 | |
| ), ['enter_long']] = df['close'] | |
| # check if we have key exit_long | |
| if 'exit_long' in df: | |
| df.loc[( | |
| df['exit_long'] == 1 | |
| ), ['exit_long']] = df['close'] | |
| df = df[time_filter] | |
| df.set_index("date", inplace=True) | |
| df["date"] = df.index | |
| return df | |
| dg.add_metric_reader("candlesforstrategy", get_candles_for_strategy) | |
| def main(): | |
| logger.debug("22222????????") | |
| # Define and register data generators. | |
| # Create Flask application. | |
| app = create_app() | |
| # Register pandas component. | |
| app.register_blueprint(pandas_component, url_prefix="/") | |
| app.run(host="0.0.0.0", port=3004, debug=True, use_reloader=False) | |
| if __name__ == "__main__": | |
| main() |
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