This commit is contained in:
Pax1601 2023-02-12 20:07:43 +01:00
commit 4a2efd42c7
2 changed files with 989 additions and 2234 deletions

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import pandas as pd
import json
# Load data from an Excel file
df = pd.read_excel('data.xlsx')
# Group by 'Name', 'Fuel', 'Loadout Name', and 'Roles' and aggregate 'Items - Name' and 'Items - Quantity'
grouped = df.groupby(['Name', 'Fuel', 'Loadout Name', 'Roles'])['Items - Name', 'Items - Quantity'].agg(lambda x: list(x)).reset_index()
# Convert the grouped data into the desired format
result = {}
for index, row in grouped.iterrows():
name = row['Name']
if name not in result:
result[name] = {
"name": row['Name'],
"label": row['Name'],
"loadouts": [
{
"fuel": row['Fuel'],
"items": [
{
"name": item,
"quantity": quantity
} for item, quantity in zip(row['Items - Name'], row['Items - Quantity'])
],
"roles": [row['Roles']],
"loadout_name": row['Loadout Name']
}
]
}
else:
loadouts = result[name]["loadouts"]
loadout = next((l for l in loadouts if l["loadout_name"] == row['Loadout Name']), None)
if loadout:
loadout["items"] += [
{
"name": item,
"quantity": quantity
} for item, quantity in zip(row['Items - Name'], row['Items - Quantity'])
]
loadout["roles"].append(row['Roles'])
else:
result[name]["loadouts"].append({
"fuel": row['Fuel'],
"items": [
{
"name": item,
"quantity": quantity
} for item, quantity in zip(row['Items - Name'], row['Items - Quantity'])
],
"roles": [row['Roles']],
"loadout_name": row['Loadout Name']
})
# Print the result with the correct indents
print(json.dumps(result, indent=2))

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