Spaces:
Sleeping
Sleeping
Create APP.py
Browse files
APP.py
ADDED
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| 1 |
+
import gradio as gr
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| 2 |
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import pandas as pd
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| 3 |
+
import openpyxl
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| 4 |
+
import os
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| 5 |
+
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| 6 |
+
# -------------------------
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| 7 |
+
# GLOBAL VARIABLES
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| 8 |
+
# -------------------------
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| 9 |
+
merged_data = pd.DataFrame()
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| 10 |
+
total_ads_cost = 0.0
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| 11 |
+
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| 12 |
+
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| 13 |
+
# ============================================================
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| 14 |
+
# STEP 1 β USER UPLOADS EXCEL FILES β GENERATE SHEET2
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| 15 |
+
# ============================================================
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| 16 |
+
def step1_generate_sheet2(files):
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| 17 |
+
global merged_data, total_ads_cost
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| 18 |
+
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| 19 |
+
if not files:
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| 20 |
+
return None, "β Please upload at least one Excel file."
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| 21 |
+
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| 22 |
+
merged_data = pd.DataFrame()
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| 23 |
+
total_ads_cost = 0.0
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| 24 |
+
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| 25 |
+
for f in files:
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| 26 |
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try:
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| 27 |
+
# Gradio 6.x gives file path directly
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| 28 |
+
filepath = str(f)
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| 29 |
+
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| 30 |
+
df = pd.read_excel(
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| 31 |
+
filepath,
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| 32 |
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sheet_name="Order Payments",
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| 33 |
+
header=1,
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| 34 |
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skiprows=[2]
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| 35 |
+
)
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| 36 |
+
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| 37 |
+
df["Source_File"] = os.path.basename(filepath)
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| 38 |
+
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| 39 |
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merged_data = pd.concat(
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| 40 |
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[merged_data, df],
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| 41 |
+
ignore_index=True
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| 42 |
+
)
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| 43 |
+
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| 44 |
+
# -------------------------
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| 45 |
+
# Ads Cost (3rd Sheet)
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| 46 |
+
# -------------------------
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| 47 |
+
ads_df = pd.read_excel(
|
| 48 |
+
filepath,
|
| 49 |
+
sheet_name=2,
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| 50 |
+
skiprows=2
|
| 51 |
+
)
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| 52 |
+
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| 53 |
+
ads_total = pd.to_numeric(
|
| 54 |
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ads_df.iloc[:, 7],
|
| 55 |
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errors="coerce"
|
| 56 |
+
).sum()
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| 57 |
+
|
| 58 |
+
total_ads_cost += ads_total
|
| 59 |
+
|
| 60 |
+
except Exception as e:
|
| 61 |
+
print(f"Skipping {filepath}: {e}")
|
| 62 |
+
|
| 63 |
+
# -------------------------
|
| 64 |
+
# Filter Required Statuses
|
| 65 |
+
# -------------------------
|
| 66 |
+
status_keep = [
|
| 67 |
+
"Delivered",
|
| 68 |
+
"Return",
|
| 69 |
+
"Exchange",
|
| 70 |
+
"Shipped"
|
| 71 |
+
]
|
| 72 |
+
|
| 73 |
+
merged_data = merged_data[
|
| 74 |
+
merged_data["Live Order Status"].isin(status_keep)
|
| 75 |
+
]
|
| 76 |
+
|
| 77 |
+
merged_data = merged_data.sort_values(
|
| 78 |
+
by="Supplier SKU"
|
| 79 |
+
)
|
| 80 |
+
|
| 81 |
+
# -------------------------
|
| 82 |
+
# Create Sheet2
|
| 83 |
+
# -------------------------
|
| 84 |
+
sheet2 = pd.DataFrame()
|
| 85 |
+
|
| 86 |
+
sheet2["Supplier SKU"] = (
|
| 87 |
+
merged_data["Supplier SKU"]
|
| 88 |
+
.dropna()
|
| 89 |
+
.unique()
|
| 90 |
+
)
|
| 91 |
+
|
| 92 |
+
sheet2["Cost"] = ""
|
| 93 |
+
sheet2["Final Settlement Amount"] = ""
|
| 94 |
+
sheet2["Final Purchase"] = ""
|
| 95 |
+
sheet2["Total Sale"] = ""
|
| 96 |
+
|
| 97 |
+
filename = "Sheet2_Fill_Cost.xlsx"
|
| 98 |
+
|
| 99 |
+
sheet2.to_excel(
|
| 100 |
+
filename,
|
| 101 |
+
index=False
|
| 102 |
+
)
|
| 103 |
+
|
| 104 |
+
return (
|
| 105 |
+
filename,
|
| 106 |
+
"β
Sheet2 created! Download and fill COST column."
|
| 107 |
+
)
|
| 108 |
+
|
| 109 |
+
|
| 110 |
+
# ============================================================
|
| 111 |
+
# STEP 2 β USER UPLOADS FILLED SHEET2 β FINAL REPORT
|
| 112 |
+
# ============================================================
|
| 113 |
+
def step2_generate_final(sheet2_file):
|
| 114 |
+
global merged_data, total_ads_cost
|
| 115 |
+
|
| 116 |
+
if merged_data.empty:
|
| 117 |
+
return None, "β You must complete Step 1 first."
|
| 118 |
+
|
| 119 |
+
if sheet2_file is None:
|
| 120 |
+
return None, "β Upload the filled Sheet2 Excel file."
|
| 121 |
+
|
| 122 |
+
filepath = str(sheet2_file)
|
| 123 |
+
|
| 124 |
+
sheet2_filled = pd.read_excel(filepath)
|
| 125 |
+
|
| 126 |
+
# -------------------------
|
| 127 |
+
# Merge Cost
|
| 128 |
+
# -------------------------
|
| 129 |
+
final_sheet1 = merged_data.merge(
|
| 130 |
+
sheet2_filled[
|
| 131 |
+
["Supplier SKU", "Cost"]
|
| 132 |
+
],
|
| 133 |
+
on="Supplier SKU",
|
| 134 |
+
how="left"
|
| 135 |
+
)
|
| 136 |
+
|
| 137 |
+
final_sheet1["Cost"] = pd.to_numeric(
|
| 138 |
+
final_sheet1["Cost"],
|
| 139 |
+
errors="coerce"
|
| 140 |
+
).fillna(0)
|
| 141 |
+
|
| 142 |
+
final_sheet1["Quantity"] = pd.to_numeric(
|
| 143 |
+
final_sheet1["Quantity"],
|
| 144 |
+
errors="coerce"
|
| 145 |
+
).fillna(0)
|
| 146 |
+
|
| 147 |
+
# Purchase
|
| 148 |
+
final_sheet1["Purchase"] = (
|
| 149 |
+
final_sheet1["Cost"]
|
| 150 |
+
* final_sheet1["Quantity"]
|
| 151 |
+
)
|
| 152 |
+
|
| 153 |
+
# -------------------------
|
| 154 |
+
# Summary Sheet
|
| 155 |
+
# -------------------------
|
| 156 |
+
sheet2_final = (
|
| 157 |
+
final_sheet1.groupby("Supplier SKU")
|
| 158 |
+
.agg({
|
| 159 |
+
"Final Settlement Amount": "sum",
|
| 160 |
+
"Purchase": "sum"
|
| 161 |
+
})
|
| 162 |
+
.reset_index()
|
| 163 |
+
)
|
| 164 |
+
|
| 165 |
+
sheet2_final["Total Sale"] = (
|
| 166 |
+
sheet2_final["Final Settlement Amount"]
|
| 167 |
+
- sheet2_final["Purchase"]
|
| 168 |
+
)
|
| 169 |
+
|
| 170 |
+
sheet2_final = sheet2_final.sort_values(
|
| 171 |
+
by="Total Sale"
|
| 172 |
+
)
|
| 173 |
+
|
| 174 |
+
# -------------------------
|
| 175 |
+
# Ads Cost
|
| 176 |
+
# -------------------------
|
| 177 |
+
sheet2_final["Ads Cost"] = 0.0
|
| 178 |
+
|
| 179 |
+
if not sheet2_final.empty:
|
| 180 |
+
sheet2_final.loc[
|
| 181 |
+
sheet2_final.index[0],
|
| 182 |
+
"Ads Cost"
|
| 183 |
+
] = round(total_ads_cost, 2)
|
| 184 |
+
|
| 185 |
+
# Rename Columns
|
| 186 |
+
sheet2_final.columns = [
|
| 187 |
+
"Supplier SKU",
|
| 188 |
+
"Final Settlement Amount",
|
| 189 |
+
"Final Purchase",
|
| 190 |
+
"Total Sale",
|
| 191 |
+
"Ads Cost"
|
| 192 |
+
]
|
| 193 |
+
|
| 194 |
+
sheet2_final.insert(
|
| 195 |
+
1,
|
| 196 |
+
"Cost",
|
| 197 |
+
sheet2_filled["Cost"]
|
| 198 |
+
)
|
| 199 |
+
|
| 200 |
+
# -------------------------
|
| 201 |
+
# Save Output
|
| 202 |
+
# -------------------------
|
| 203 |
+
output_file = "Final_Meesho_Report.xlsx"
|
| 204 |
+
|
| 205 |
+
with pd.ExcelWriter(output_file) as writer:
|
| 206 |
+
final_sheet1.to_excel(
|
| 207 |
+
writer,
|
| 208 |
+
sheet_name="Sheet1",
|
| 209 |
+
index=False
|
| 210 |
+
)
|
| 211 |
+
|
| 212 |
+
sheet2_final.to_excel(
|
| 213 |
+
writer,
|
| 214 |
+
sheet_name="Sheet2",
|
| 215 |
+
index=False
|
| 216 |
+
)
|
| 217 |
+
|
| 218 |
+
# -------------------------
|
| 219 |
+
# Excel Formula
|
| 220 |
+
# -------------------------
|
| 221 |
+
wb = openpyxl.load_workbook(output_file)
|
| 222 |
+
|
| 223 |
+
ws = wb["Sheet1"]
|
| 224 |
+
|
| 225 |
+
ws["M1"] = "Purchase"
|
| 226 |
+
|
| 227 |
+
last_row = ws.max_row
|
| 228 |
+
|
| 229 |
+
for row in range(2, last_row + 1):
|
| 230 |
+
ws[f"M{row}"] = (
|
| 231 |
+
f'=VLOOKUP(E{row},Sheet2!$A:$B,2,FALSE)*I{row}'
|
| 232 |
+
)
|
| 233 |
+
|
| 234 |
+
wb.save(output_file)
|
| 235 |
+
|
| 236 |
+
return (
|
| 237 |
+
output_file,
|
| 238 |
+
"π Final Profit Report generated successfully!"
|
| 239 |
+
)
|
| 240 |
+
|
| 241 |
+
|
| 242 |
+
# ============================================================
|
| 243 |
+
# UI
|
| 244 |
+
# ============================================================
|
| 245 |
+
with gr.Blocks(title="MeeProfit Analyzer") as app:
|
| 246 |
+
|
| 247 |
+
gr.Markdown(
|
| 248 |
+
"# π MeeProfit Analyzer\n"
|
| 249 |
+
"Smart Excel Profit Automation for Meesho Sellers"
|
| 250 |
+
)
|
| 251 |
+
|
| 252 |
+
# STEP 1
|
| 253 |
+
with gr.Tab("β¨ Step 1 β Create Cost Sheet"):
|
| 254 |
+
|
| 255 |
+
gr.Markdown(
|
| 256 |
+
"""
|
| 257 |
+
Upload Meesho Order Payments files.
|
| 258 |
+
|
| 259 |
+
Download generated Sheet2 and fill Cost column.
|
| 260 |
+
"""
|
| 261 |
+
)
|
| 262 |
+
|
| 263 |
+
files_step1 = gr.File(
|
| 264 |
+
file_count="multiple",
|
| 265 |
+
label="π Upload Excel Files"
|
| 266 |
+
)
|
| 267 |
+
|
| 268 |
+
btn1 = gr.Button(
|
| 269 |
+
"π Generate Sheet2"
|
| 270 |
+
)
|
| 271 |
+
|
| 272 |
+
sheet2_download = gr.File(
|
| 273 |
+
label="β¬οΈ Download Sheet2"
|
| 274 |
+
)
|
| 275 |
+
|
| 276 |
+
msg1 = gr.Markdown()
|
| 277 |
+
|
| 278 |
+
btn1.click(
|
| 279 |
+
step1_generate_sheet2,
|
| 280 |
+
inputs=files_step1,
|
| 281 |
+
outputs=[
|
| 282 |
+
sheet2_download,
|
| 283 |
+
msg1
|
| 284 |
+
]
|
| 285 |
+
)
|
| 286 |
+
|
| 287 |
+
# STEP 2
|
| 288 |
+
with gr.Tab("π Step 2 β Generate Final Report"):
|
| 289 |
+
|
| 290 |
+
gr.Markdown(
|
| 291 |
+
"""
|
| 292 |
+
Upload filled Sheet2 file.
|
| 293 |
+
"""
|
| 294 |
+
)
|
| 295 |
+
|
| 296 |
+
file_step2 = gr.File(
|
| 297 |
+
label="π Upload Filled Sheet2"
|
| 298 |
+
)
|
| 299 |
+
|
| 300 |
+
btn2 = gr.Button(
|
| 301 |
+
"π Generate Final Report"
|
| 302 |
+
)
|
| 303 |
+
|
| 304 |
+
final_download = gr.File(
|
| 305 |
+
label="β¬οΈ Download Final Report"
|
| 306 |
+
)
|
| 307 |
+
|
| 308 |
+
msg2 = gr.Markdown()
|
| 309 |
+
|
| 310 |
+
btn2.click(
|
| 311 |
+
step2_generate_final,
|
| 312 |
+
inputs=file_step2,
|
| 313 |
+
outputs=[
|
| 314 |
+
final_download,
|
| 315 |
+
msg2
|
| 316 |
+
]
|
| 317 |
+
)
|
| 318 |
+
|
| 319 |
+
app.launch()
|