Files
atm-backtesting/scripts/generate_template.py
Marius 3a176253ab dashboard: hint-uri mai simple cu cifre concrete + Win Ratio lângă R:R
- Glosar separat eliminat — toate explicațiile sunt acum în coloana G de lângă fiecare metrică
- Win Ratio mutat lângă R:R (rândul 12-13) ca să se citească împreună
- Hint-uri rescrise în limbaj simplu cu exemple în dolari (fără jargon, fără emoji-uri)
- Coloana G lățită la 75, înălțime rânduri 75 pentru text multi-line
- Titluri Config + Dashboard fără emoji-uri

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-13 19:23:58 +03:00

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"""Generator pentru data/backtest.xlsx.
5 strategii de management comparate side-by-side pe semnale blackbox:
- TP0 only : 100% close la TP0
- TP1 only : 100% OCO la SL/TP1
- TP2 only : 100% OCO la SL/TP2
- Hybrid + BE : 50% TP0 + mut SL la BE + 50% TP1 (recomandat de trader)
- Hybrid no BE : 50% TP0 + 50% TP1, fără BE (control pentru a izola valoarea BE-ului)
Rulare:
pip install openpyxl
python scripts/generate_template.py
"""
from __future__ import annotations
from datetime import date, time
from pathlib import Path
from openpyxl import Workbook
from openpyxl.chart import LineChart, Reference
from openpyxl.formatting.rule import CellIsRule
from openpyxl.styles import Alignment, Border, Font, PatternFill, Side
from openpyxl.utils import get_column_letter
from openpyxl.worksheet.datavalidation import DataValidation
OUTPUT = Path(__file__).resolve().parent.parent / "data" / "backtest.xlsx"
MAX_ROWS = 500 # rânduri pre-completate cu formule în sheet-ul Trades
# ---------------------------------------------------------------------------
# Styles
# ---------------------------------------------------------------------------
HEADER_FILL = PatternFill("solid", fgColor="1F3864")
HEADER_FONT = Font(name="Calibri", size=11, bold=True, color="FFFFFF")
INPUT_FILL = PatternFill("solid", fgColor="FFF8E1")
DERIVED_FILL = PatternFill("solid", fgColor="E8F1FA")
HIDDEN_FILL = PatternFill("solid", fgColor="F0F0F0")
TITLE_FONT = Font(name="Calibri", size=16, bold=True, color="1F3864")
SUBTITLE_FONT = Font(name="Calibri", size=12, bold=True, color="1F3864")
THIN = Side(border_style="thin", color="BFBFBF")
BORDER = Border(left=THIN, right=THIN, top=THIN, bottom=THIN)
CENTER = Alignment(horizontal="center", vertical="center")
LEFT = Alignment(horizontal="left", vertical="center")
RIGHT = Alignment(horizontal="right", vertical="center")
# ---------------------------------------------------------------------------
# Lists
# ---------------------------------------------------------------------------
STRATEGIES = ["M2D", "EMA cross", "Order block", "Liquidity sweep", "Custom"]
SESSIONS = ["A1", "A2", "A3", "B", "C", "D", "Other"]
INDICATORS = ["DIA", "US30", "SPY", "QQQ", "ES", "NQ"]
TIMEFRAMES = ["1min", "3min", "15min"]
DIRECTIONS = ["Buy", "Sell"]
OUTCOMES = ["SL", "TP0 only", "TP1", "TP2"]
# Cele 5 strategii de management (sufix folosit în numele coloanelor) + label friendly
STRAT_KEYS = ["tp0only", "tp1only", "tp2only", "hybrid_be", "hybrid_nobe"]
STRAT_LABELS = {
"tp0only": "TP0 only",
"tp1only": "TP1 only",
"tp2only": "TP2 only",
"hybrid_be": "Hybrid + BE",
"hybrid_nobe": "Hybrid no BE",
}
# ---------------------------------------------------------------------------
# Trades sheet — schema
# ---------------------------------------------------------------------------
INPUT_HEADERS = [
"#", "Data", "Ora RO", "Zi", "Sesiune",
"Strategie", "Indicator", "TF",
"Direcție", "SL %", "TP0 %", "TP1 %", "TP2 %",
"Outcome", "Notes",
]
DERIVED_HEADERS = (
[f"R_{s}" for s in STRAT_KEYS]
+ [f"$_{s}" for s in STRAT_KEYS]
+ [f"Bal_{s}" for s in STRAT_KEYS]
)
HELPER_HEADERS = (
[f"Win_{s}" for s in STRAT_KEYS]
+ [f"Peak_{s}" for s in STRAT_KEYS]
+ [f"DD_{s}" for s in STRAT_KEYS]
)
TRADES_HEADERS = INPUT_HEADERS + DERIVED_HEADERS + HELPER_HEADERS
# Mapă nume → literă coloană Excel
COL = {name: get_column_letter(i + 1) for i, name in enumerate(TRADES_HEADERS)}
# ---------------------------------------------------------------------------
# Helpers
# ---------------------------------------------------------------------------
def _col_to_int(letter: str) -> int:
n = 0
for ch in letter:
n = n * 26 + (ord(ch) - ord("A") + 1)
return n
# ---------------------------------------------------------------------------
# Config sheet
# ---------------------------------------------------------------------------
def build_config(wb: Workbook) -> None:
ws = wb.create_sheet("Config", 0)
ws.sheet_view.showGridLines = False
ws["A1"] = "Config — editează doar celulele galbene"
ws["A1"].font = TITLE_FONT
ws.merge_cells("A1:C1")
ws["A3"] = "Setting"
ws["B3"] = "Value"
ws["C3"] = "Note"
for c in ("A3", "B3", "C3"):
ws[c].font = HEADER_FONT
ws[c].fill = HEADER_FILL
ws[c].alignment = CENTER
ws["A4"] = "Account Size Start ($)"
ws["B4"] = 10000
ws["C4"] = "Balanța inițială pentru calcule $ și HWM"
ws["A5"] = "Risk per Trade (%)"
ws["B5"] = 1.0
ws["C5"] = "% din account riscat per trade (= -1R)"
ws["A6"] = "Risk per Trade ($)"
ws["B6"] = "=B4*B5/100"
ws["C6"] = "Auto — derivat din B4 și B5"
for r in (4, 5):
ws.cell(row=r, column=2).fill = INPUT_FILL
ws.cell(row=r, column=2).border = BORDER
ws["B6"].fill = DERIVED_FILL
ws["B6"].border = BORDER
ws["B4"].number_format = "$#,##0"
ws["B5"].number_format = '0.0"%"'
ws["B6"].number_format = "$#,##0.00"
# Liste dropdown — coloanele EJ (6 coloane)
list_columns = [
("Strategii", STRATEGIES),
("Sesiuni (auto)", SESSIONS),
("Indicatori", INDICATORS),
("TF", TIMEFRAMES),
("Direcție", DIRECTIONS),
("Outcome", OUTCOMES),
]
for col_idx, (label, values) in enumerate(list_columns, start=5):
cell = ws.cell(row=3, column=col_idx, value=label)
cell.font = HEADER_FONT
cell.fill = HEADER_FILL
cell.alignment = CENTER
for row_idx, v in enumerate(values, start=4):
c = ws.cell(row=row_idx, column=col_idx, value=v)
c.alignment = CENTER
widths = {
"A": 24, "B": 14, "C": 38, "D": 2,
"E": 14, "F": 14, "G": 13, "H": 10, "I": 10, "J": 12,
}
for col, w in widths.items():
ws.column_dimensions[col].width = w
# ---------------------------------------------------------------------------
# Formula builders pentru Trades sheet
# ---------------------------------------------------------------------------
def _f_day(r: int) -> str:
d = f'{COL["Data"]}{r}'
return (
f'=IF({d}="","",'
f'CHOOSE(WEEKDAY({d},2),"Lu","Ma","Mi","Jo","Vi","Sa","Du"))'
)
def _f_session(r: int) -> str:
"""Derivă Sesiunea M2D din Data + Ora RO."""
d = f'{COL["Data"]}{r}'
t = f'{COL["Ora RO"]}{r}'
wd = f"WEEKDAY({d},2)"
mid_week = f"AND({wd}>=2,{wd}<=4)"
return (
f'=IF(OR({d}="",{t}=""),"",'
f"IF(OR({wd}=1,{wd}=5),\"D\","
f'IF(AND({t}>=TIME(15,30,0),{t}<TIME(16,30,0)),"C",'
f'IF(AND({mid_week},{t}>=TIME(16,35,0),{t}<TIME(17,0,0)),"A1",'
f'IF(AND({mid_week},{t}>=TIME(17,0,0),{t}<TIME(18,0,0)),"A2",'
f'IF(AND({mid_week},{t}>=TIME(18,0,0),{t}<TIME(19,0,0)),"A3",'
f'IF(AND({mid_week},{t}>=TIME(22,0,0),{t}<TIME(22,45,0)),"B",'
f'"Other")))))))'
)
def _f_r_tp0only(r: int) -> str:
o = f'{COL["Outcome"]}{r}'
sl = f'{COL["SL %"]}{r}'
tp0 = f'{COL["TP0 %"]}{r}'
return f'=IF({o}="","",IF({o}="SL",-1,{tp0}/{sl}))'
def _f_r_tp1only(r: int) -> str:
o = f'{COL["Outcome"]}{r}'
sl = f'{COL["SL %"]}{r}'
tp1 = f'{COL["TP1 %"]}{r}'
return (
f'=IF({o}="","",'
f'IF(OR({o}="SL",{o}="TP0 only"),-1,{tp1}/{sl}))'
)
def _f_r_tp2only(r: int) -> str:
o = f'{COL["Outcome"]}{r}'
sl = f'{COL["SL %"]}{r}'
tp2 = f'{COL["TP2 %"]}{r}'
return f'=IF({o}="","",IF({o}="TP2",{tp2}/{sl},-1))'
def _f_r_hybrid_be(r: int) -> str:
o = f'{COL["Outcome"]}{r}'
sl = f'{COL["SL %"]}{r}'
tp0 = f'{COL["TP0 %"]}{r}'
tp1 = f'{COL["TP1 %"]}{r}'
return (
f'=IF({o}="","",'
f'IF({o}="SL",-1,'
f'IF({o}="TP0 only",0.5*{tp0}/{sl},'
f'0.5*({tp0}+{tp1})/{sl})))'
)
def _f_r_hybrid_nobe(r: int) -> str:
o = f'{COL["Outcome"]}{r}'
sl = f'{COL["SL %"]}{r}'
tp0 = f'{COL["TP0 %"]}{r}'
tp1 = f'{COL["TP1 %"]}{r}'
return (
f'=IF({o}="","",'
f'IF({o}="SL",-1,'
f'IF({o}="TP0 only",0.5*{tp0}/{sl}-0.5,'
f'0.5*({tp0}+{tp1})/{sl})))'
)
R_FN: dict[str, callable] = {
"tp0only": _f_r_tp0only,
"tp1only": _f_r_tp1only,
"tp2only": _f_r_tp2only,
"hybrid_be": _f_r_hybrid_be,
"hybrid_nobe": _f_r_hybrid_nobe,
}
def _f_dollar(r: int, r_col: str) -> str:
rc = f"{COL[r_col]}{r}"
return f'=IF({rc}="","",{rc}*Config!$B$6)'
def _f_balance(r: int, dollar_col: str) -> str:
dc = COL[dollar_col]
return f'=IF({dc}{r}="","",Config!$B$4 + SUM(${dc}$2:{dc}{r}))'
def _f_win(r: int, r_col: str) -> str:
rc = f"{COL[r_col]}{r}"
return f'=IF({rc}="","",IF({rc}>0,1,0))'
def _f_peak(r: int, balance_col: str, peak_col: str) -> str:
bc = COL[balance_col]
pc = COL[peak_col]
if r == 2:
return f'=IF({bc}{r}="","",{bc}{r})'
return (
f'=IF({bc}{r}="","",'
f'IF({pc}{r-1}="",{bc}{r},MAX({pc}{r-1},{bc}{r})))'
)
def _f_drawdown(r: int, peak_col: str, balance_col: str) -> str:
pc = f"{COL[peak_col]}{r}"
bc = f"{COL[balance_col]}{r}"
return f'=IF({bc}="","",{pc}-{bc})'
# ---------------------------------------------------------------------------
# Trades sheet
# ---------------------------------------------------------------------------
def build_trades(wb: Workbook) -> None:
ws = wb.create_sheet("Trades", 1)
ws.sheet_view.showGridLines = False
ws.freeze_panes = "B2"
# Headers
for col_idx, header in enumerate(TRADES_HEADERS, start=1):
cell = ws.cell(row=1, column=col_idx, value=header)
cell.font = HEADER_FONT
cell.fill = HEADER_FILL
cell.alignment = CENTER
cell.border = BORDER
# Formule pe toate rândurile pre-pregătite
for r in range(2, MAX_ROWS + 2):
ws.cell(row=r, column=1, value="=ROW()-1")
ws[f'{COL["Zi"]}{r}'] = _f_day(r)
ws[f'{COL["Sesiune"]}{r}'] = _f_session(r)
for strat in STRAT_KEYS:
ws[f'{COL[f"R_{strat}"]}{r}'] = R_FN[strat](r)
ws[f'{COL[f"$_{strat}"]}{r}'] = _f_dollar(r, f"R_{strat}")
ws[f'{COL[f"Bal_{strat}"]}{r}'] = _f_balance(r, f"$_{strat}")
ws[f'{COL[f"Win_{strat}"]}{r}'] = _f_win(r, f"R_{strat}")
ws[f'{COL[f"Peak_{strat}"]}{r}'] = _f_peak(
r, f"Bal_{strat}", f"Peak_{strat}"
)
ws[f'{COL[f"DD_{strat}"]}{r}'] = _f_drawdown(
r, f"Peak_{strat}", f"Bal_{strat}"
)
# Sample row 2
ws["B2"] = date(2026, 5, 13)
ws["C2"] = time(17, 33)
ws[f'{COL["Strategie"]}2'] = "M2D"
ws[f'{COL["Indicator"]}2'] = "DIA"
ws[f'{COL["TF"]}2'] = "1min"
ws[f'{COL["Direcție"]}2'] = "Sell"
ws[f'{COL["SL %"]}2'] = 0.30
ws[f'{COL["TP0 %"]}2'] = 0.10
ws[f'{COL["TP1 %"]}2'] = 0.15
ws[f'{COL["TP2 %"]}2'] = 0.30
ws[f'{COL["Outcome"]}2'] = "TP1"
ws[f'{COL["Notes"]}2'] = "Exemplu — șterge când începi"
# Number formats
for col_name in ("SL %", "TP0 %", "TP1 %", "TP2 %"):
for r in range(2, MAX_ROWS + 2):
ws[f"{COL[col_name]}{r}"].number_format = '0.000"%"'
for strat in STRAT_KEYS:
for r in range(2, MAX_ROWS + 2):
ws[f"{COL[f'R_{strat}']}{r}"].number_format = "+0.000;-0.000;0.000"
for prefix in ("$_", "Bal_", "Peak_", "DD_"):
ws[f"{COL[f'{prefix}{strat}']}{r}"].number_format = '"$"#,##0.00'
for r in range(2, MAX_ROWS + 2):
ws[f"B{r}"].number_format = "yyyy-mm-dd"
# Coloring
input_letters = {
COL[n]
for n in (
"Data", "Ora RO", "Strategie", "Indicator", "TF",
"Direcție", "SL %", "TP0 %", "TP1 %", "TP2 %",
"Outcome", "Notes",
)
}
derived_letters = {COL["Zi"], COL["Sesiune"]}
for strat in STRAT_KEYS:
derived_letters.add(COL[f"R_{strat}"])
derived_letters.add(COL[f"$_{strat}"])
derived_letters.add(COL[f"Bal_{strat}"])
helper_letters = set()
for strat in STRAT_KEYS:
for prefix in ("Win_", "Peak_", "DD_"):
helper_letters.add(COL[f"{prefix}{strat}"])
for r in range(2, MAX_ROWS + 2):
for cl in input_letters:
ws[f"{cl}{r}"].fill = INPUT_FILL
for cl in derived_letters:
ws[f"{cl}{r}"].fill = DERIVED_FILL
for cl in helper_letters:
ws[f"{cl}{r}"].fill = HIDDEN_FILL
# Column widths
widths = {
"A": 5, "B": 12, "C": 9, "D": 5, "E": 9,
"F": 12, "G": 11, "H": 8, "I": 9,
"J": 9, "K": 9, "L": 9, "M": 9,
"N": 11, "O": 28,
}
for col, w in widths.items():
ws.column_dimensions[col].width = w
# Derived + helper: width 11
for strat in STRAT_KEYS:
for prefix in ("R_", "$_", "Bal_", "Win_", "Peak_", "DD_"):
ws.column_dimensions[COL[f"{prefix}{strat}"]].width = 11
# Data validation dropdowns
def _add_dv(col_name: str, source: str) -> None:
cl = COL[col_name]
dv = DataValidation(
type="list", formula1=source,
allow_blank=True, showErrorMessage=True,
)
dv.error = "Valoare invalidă — folosește dropdown-ul."
dv.errorTitle = "Input invalid"
dv.add(f"{cl}2:{cl}{MAX_ROWS + 1}")
ws.add_data_validation(dv)
# Config columns: E=Strategii, F=Sesiuni, G=Indicatori, H=TF, I=Direcție, J=Outcome
_add_dv("Strategie", "=Config!$E$4:$E$8")
_add_dv("Indicator", "=Config!$G$4:$G$9")
_add_dv("TF", "=Config!$H$4:$H$6")
_add_dv("Direcție", "=Config!$I$4:$I$5")
_add_dv("Outcome", "=Config!$J$4:$J$7")
# Conditional formatting pe coloanele R (5 strategii)
green_fill = PatternFill("solid", fgColor="C6EFCE")
red_fill = PatternFill("solid", fgColor="FFC7CE")
grey_fill = PatternFill("solid", fgColor="D9D9D9")
for strat in STRAT_KEYS:
cl = COL[f"R_{strat}"]
rng = f"{cl}2:{cl}{MAX_ROWS + 1}"
ws.conditional_formatting.add(
rng, CellIsRule(operator="greaterThan", formula=["0"], fill=green_fill)
)
ws.conditional_formatting.add(
rng, CellIsRule(operator="lessThan", formula=["0"], fill=red_fill)
)
ws.conditional_formatting.add(
rng, CellIsRule(operator="equal", formula=["0"], fill=grey_fill)
)
# ---------------------------------------------------------------------------
# Dashboard sheet
# ---------------------------------------------------------------------------
def _range(col_name: str) -> str:
cl = COL[col_name]
return f"Trades!${cl}$2:${cl}${MAX_ROWS + 1}"
METRIC_HINTS: dict[str, str] = {
"Trades Placed": (
"Câte trade-uri ai logat în total.\n"
"Cu cât N e mai mare, cu atât celelalte metrici sunt mai de încredere.\n"
"Exemplu: la N=10 Win Ratio e zgomot pur, la N=40 începe să aibă semnal, la N=100 e solid."
),
"Wins": (
"Câte trade-uri s-au închis pe plus (R > 0).\n"
"Singur nu spune nimic — privește-l raportat la total (vezi Win Ratio mai jos)."
),
"Win Ratio": (
"Procentul de trade-uri câștigătoare. WR = 60% înseamnă 6 wins din 10 trade-uri.\n"
"Singur NU spune dacă strategia e profitabilă — citește-l împreună cu R:R de pe rândul următor."
),
"Average Win ($)": (
"Câștigul mediu pe trade-urile pozitive.\n"
"Comparat cu Average Loss îți spune cât de mari sunt câștigurile vs pierderile.\n"
"Exemplu: 4 wins de $50 și 2 wins de $80 — Average Win = $60."
),
"Average Loss ($)": (
"Pierderea medie pe trade-urile negative (cifra apare cu minus).\n"
"Cu Risk per Trade fix, ar trebui să fie aproape de 1R în dolari.\n"
"Dacă e mult mai mare decât Risk per Trade, ai SL-uri sărite (slippage, gap-uri)."
),
"Best Trade ($)": (
"Cel mai mare câștig individual.\n"
"Dacă majoritatea profitului total vine dintr-un singur trade outlier, edge-ul e fragil — "
"elimini acel trade și strategia devine pierzătoare."
),
"Worst Trade ($)": (
"Cea mai mare pierdere individuală.\n"
"Ar trebui să fie aproximativ egală cu 1R (Risk per Trade din Config).\n"
"Dacă e semnificativ mai mare, ai depășit risk-ul plănuit — SL ratat, slippage, gap overnight."
),
"Profit Factor": (
"Total bani câștigați împărțit la total bani pierduți (în valoare absolută).\n"
"Sub 1.0 = pierzi pe ansamblu. Peste 1.5 = solid. Peste 2.0 = câștigi de 2× cât pierzi.\n"
"Exemplu: 4 wins de $50 (= $200) + 6 losses de $30 (= $180) — PF = 200÷180 = 1.11, profitabil marginal."
),
"Risk:Reward": (
"De câte ori e mai mare câștigul mediu decât pierderea medie.\n"
"R:R = 2 înseamnă: când câștigi, câștigi $2; când pierzi, pierzi $1.\n"
"Cu R:R mare poți avea Win Ratio mic și tot să faci bani."
),
"Expectancy (R)": (
"Cât bani câștigi în medie pe UN trade (în R; 1R = Risk per Trade, default $100).\n"
"+0.30R = câștigi $30 pe trade. Pe 100 trade-uri: +$3.000.\n"
"0.10R = pierzi $10 pe trade. Pe 100 trade-uri: $1.000.\n"
"Pragul de GO LIVE: +0.20R sau mai mult."
),
"Expectancy ($)": (
"Aceeași expectancy convertită în dolari, folosind Risk per Trade din Config.\n"
"Util ca să vezi cât câștigi în medie pe trade în bani reali, nu doar în R."
),
"Cumulative P&L ($)": (
"Suma profitului și pierderii pe toate trade-urile logate.\n"
"E ce-ai avea în plus (sau minus) față de balanța de start din Config."
),
"HWM Balance ($)": (
"Highest Watermark — cea mai mare balanță atinsă vreodată în jurnal.\n"
"Punct de referință pentru calculul drawdown-ului."
),
"Max Drawdown ($)": (
"Cea mai mare cădere ($) din vârf la fundul ulterior al balanței. Măsoară durerea psihologică maximă.\n"
"Exemplu: ai urcat la $11,500, ai coborât la $9,800 — DD = $1,700, adică 17% din peak.\n"
"Un drawdown mare la backtest e foarte greu de tolerat în live cu bani reali — așteaptă-te să renunți."
),
}
def build_dashboard(wb: Workbook) -> None:
ws = wb.create_sheet("Dashboard", 2)
ws.sheet_view.showGridLines = False
ws["A1"] = "Backtest Dashboard"
ws["A1"].font = TITLE_FONT
ws.merge_cells("A1:G1")
ws["A2"] = (
"Comparație 5 strategii management — pe aceleași semnale blackbox"
)
ws["A2"].font = Font(name="Calibri", size=10, italic=True, color="595959")
ws.merge_cells("A2:G2")
# Row 4: headers (5 columns B-F pentru strategii + G pentru "Cum citesc")
ws["A4"] = "Metric"
strat_cols = {} # strat_key → column letter (B/C/D/E/F)
for i, strat in enumerate(STRAT_KEYS):
letter = get_column_letter(2 + i)
strat_cols[strat] = letter
ws[f"{letter}4"] = STRAT_LABELS[strat]
ws["G4"] = "Cum citesc"
for letter in ["A"] + list(strat_cols.values()) + ["G"]:
c = ws[f"{letter}4"]
c.font = HEADER_FONT
c.fill = HEADER_FILL
c.alignment = CENTER
c.border = BORDER
# Ranges per strategie
R = {s: _range(f"R_{s}") for s in STRAT_KEYS}
D = {s: _range(f"$_{s}") for s in STRAT_KEYS}
W = {s: _range(f"Win_{s}") for s in STRAT_KEYS}
BAL = {s: _range(f"Bal_{s}") for s in STRAT_KEYS}
DD = {s: _range(f"DD_{s}") for s in STRAT_KEYS}
OUTCOME_RANGE = _range("Outcome")
# Metric rows — fiecare metric e un dict cu per-strategy formula + format
metrics: list[tuple[str, callable, str]] = [
# (label, fn(strat_key) -> formula, number_format)
("Trades Placed", lambda s: f'=COUNTA({OUTCOME_RANGE})', "0"),
("Wins", lambda s: f'=COUNTIF({W[s]},1)', "0"),
("Average Win ($)", lambda s: f'=IFERROR(AVERAGEIF({D[s]},">0"),0)', '"$"#,##0.00'),
("Average Loss ($)", lambda s: f'=IFERROR(AVERAGEIF({D[s]},"<0"),0)', '"$"#,##0.00'),
("Best Trade ($)", lambda s: f'=IFERROR(MAX({D[s]}),0)', '"$"#,##0.00'),
("Worst Trade ($)", lambda s: f'=IFERROR(MIN({D[s]}),0)', '"$"#,##0.00'),
("Profit Factor", lambda s: f'=IFERROR(SUMIF({D[s]},">0")/ABS(SUMIF({D[s]},"<0")),0)', "0.00"),
# Win Ratio: depends on Wins + Trades Placed — handled after metrics list (placeholder)
("Win Ratio", lambda s: None, "0.0%"),
# Risk:Reward — placeholder; bazat pe rândurile Avg Win/Loss
("Risk:Reward", lambda s: None, "0.00"),
("Expectancy (R)", lambda s: f'=IFERROR(AVERAGE({R[s]}),0)', "+0.000;-0.000;0.000"),
("Expectancy ($)", lambda s: f'=IFERROR(AVERAGE({D[s]}),0)', '"$"#,##0.00'),
("Cumulative P&L ($)", lambda s: f'=SUM({D[s]})', '"$"#,##0.00'),
# HWM — placeholder cu ref la Trades Placed (row 5)
("HWM Balance ($)", lambda s: None, '"$"#,##0.00'),
("Max Drawdown ($)", lambda s: f'=IFERROR(MAX({DD[s]}),0)', '"$"#,##0.00'),
]
# Determine row indexes pentru formule speciale (depind de poziție)
label_to_row = {label: 5 + idx for idx, (label, _, _) in enumerate(metrics)}
trades_row = label_to_row["Trades Placed"]
wins_row = label_to_row["Wins"]
avg_win_row = label_to_row["Average Win ($)"]
avg_loss_row = label_to_row["Average Loss ($)"]
for idx, (label, fn, fmt) in enumerate(metrics):
r = 5 + idx
ws[f"A{r}"] = label
ws[f"A{r}"].font = Font(name="Calibri", size=11, bold=True)
ws[f"A{r}"].border = BORDER
ws[f"A{r}"].alignment = LEFT
for strat in STRAT_KEYS:
letter = strat_cols[strat]
if label == "Win Ratio":
formula = f"=IFERROR({letter}{wins_row}/{letter}{trades_row},0)"
elif label == "Risk:Reward":
formula = f"=IFERROR({letter}{avg_win_row}/ABS({letter}{avg_loss_row}),0)"
elif label == "HWM Balance ($)":
formula = (
f"=IF({letter}{trades_row}=0,Config!$B$4,MAX({BAL[strat]}))"
)
else:
formula = fn(strat)
cell = ws[f"{letter}{r}"]
cell.value = formula
cell.number_format = fmt
cell.fill = DERIVED_FILL
cell.border = BORDER
cell.alignment = RIGHT
# Coloana G — interpretare narativă + exemplu numeric
hint_cell = ws[f"G{r}"]
hint_cell.value = METRIC_HINTS.get(label, "")
hint_cell.font = Font(name="Calibri", size=10, color="595959")
hint_cell.alignment = Alignment(horizontal="left", vertical="top", wrap_text=True)
hint_cell.border = BORDER
# Helper pentru a emite un block breakdown (per Sesiune / Strategie / etc.)
def _emit_breakdown(
start_row: int, title: str, first_col_label: str,
items: list[str], item_range: str, overlay_strat: str,
) -> int:
ws[f"A{start_row}"] = title
ws[f"A{start_row}"].font = SUBTITLE_FONT
ws.merge_cells(f"A{start_row}:F{start_row}")
headers = [first_col_label, "N", "Wins", "WR", "Expectancy R", "Cum $"]
for col_idx, h in enumerate(headers, start=1):
c = ws.cell(row=start_row + 1, column=col_idx, value=h)
c.font = HEADER_FONT
c.fill = HEADER_FILL
c.alignment = CENTER
c.border = BORDER
for i, item in enumerate(items):
r = start_row + 2 + i
ws[f"A{r}"] = item
ws[f"B{r}"] = f'=COUNTIF({item_range},"{item}")'
ws[f"C{r}"] = f'=COUNTIFS({item_range},"{item}",{W[overlay_strat]},1)'
ws[f"D{r}"] = f"=IFERROR(C{r}/B{r},0)"
ws[f"E{r}"] = (
f'=IFERROR(AVERAGEIFS({R[overlay_strat]},{item_range},"{item}"),0)'
)
ws[f"F{r}"] = f'=SUMIFS({D[overlay_strat]},{item_range},"{item}")'
ws[f"B{r}"].number_format = "0"
ws[f"C{r}"].number_format = "0"
ws[f"D{r}"].number_format = "0.0%"
ws[f"E{r}"].number_format = "+0.000;-0.000;0.000"
ws[f"F{r}"].number_format = '"$"#,##0.00'
for c in ("A", "B", "C", "D", "E", "F"):
ws[f"{c}{r}"].border = BORDER
ws[f"{c}{r}"].alignment = RIGHT if c != "A" else LEFT
return start_row + 2 + len(items)
# Breakdowns — toate folosesc overlay-ul Hybrid+BE (recomandat de trader)
overlay = "hybrid_be"
start = 5 + len(metrics) + 2 # 2 rânduri spațiu după tabelul de metrici
after_sess = _emit_breakdown(
start, "PER SESIUNE (overlay: Hybrid + BE)", "Sesiune",
SESSIONS, _range("Sesiune"), overlay,
)
after_strat = _emit_breakdown(
after_sess + 2, "PER STRATEGIE (overlay: Hybrid + BE)", "Strategie",
STRATEGIES, _range("Strategie"), overlay,
)
after_ind = _emit_breakdown(
after_strat + 2, "PER INDICATOR (overlay: Hybrid + BE)", "Indicator",
INDICATORS, _range("Indicator"), overlay,
)
_emit_breakdown(
after_ind + 2, "PER DIRECȚIE (overlay: Hybrid + BE)", "Direcție",
DIRECTIONS, _range("Direcție"), overlay,
)
# Column widths
widths = {"A": 22, "B": 14, "C": 14, "D": 14, "E": 16, "F": 16, "G": 75}
for col, w in widths.items():
ws.column_dimensions[col].width = w
# Row height pentru rândurile cu hint (cu wrap) — explicații multi-line
for r in range(5, 5 + len(metrics)):
ws.row_dimensions[r].height = 75
# Equity curve chart — 5 linii
chart = LineChart()
chart.title = "Equity Curve — 5 strategii"
chart.style = 12
chart.y_axis.title = "Balance ($)"
chart.x_axis.title = "Trade #"
chart.height = 12
chart.width = 24
data = Reference(
wb["Trades"],
min_col=_col_to_int(COL[f"Bal_{STRAT_KEYS[0]}"]),
max_col=_col_to_int(COL[f"Bal_{STRAT_KEYS[-1]}"]),
min_row=1,
max_row=MAX_ROWS + 1,
)
chart.add_data(data, titles_from_data=True)
cats = Reference(
wb["Trades"], min_col=1, max_col=1,
min_row=2, max_row=MAX_ROWS + 1,
)
chart.set_categories(cats)
ws.add_chart(chart, "H4")
# ---------------------------------------------------------------------------
# Main
# ---------------------------------------------------------------------------
def build_workbook() -> Workbook:
wb = Workbook()
default = wb.active
wb.remove(default)
build_config(wb)
build_trades(wb)
build_dashboard(wb)
wb.active = wb.sheetnames.index("Dashboard")
return wb
def main() -> int:
OUTPUT.parent.mkdir(parents=True, exist_ok=True)
wb = build_workbook()
wb.save(OUTPUT)
print(f"Wrote {OUTPUT}")
return 0
if __name__ == "__main__":
raise SystemExit(main())