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from fastapi import FastAPI, HTTPException | |
from pydantic import BaseModel | |
from datasets import load_dataset | |
app = FastAPI() | |
# Load the datasets from the Hugging Face Hub | |
customers_dataset = load_dataset("dwb2023/blackbird-customers", split="train") | |
orders_dataset = load_dataset("dwb2023/blackbird-orders", split="train") | |
class GetUserInput(BaseModel): | |
key: str | |
value: str | |
class UpdateUserInput(BaseModel): | |
user_id: str | |
email: str = None | |
phone: str = None | |
class GetOrderByIdInput(BaseModel): | |
order_id: str | |
class GetCustomerOrdersInput(BaseModel): | |
customer_id: str | |
class CancelOrderInput(BaseModel): | |
order_id: str | |
class GetUserInfoInput(BaseModel): | |
key: str | |
value: str | |
def get_user(input: GetUserInput): | |
customer = [c for c in customers_dataset if c[input.key] == input.value] | |
if customer: | |
return customer[0] | |
else: | |
raise HTTPException(status_code=404, detail=f"Couldn't find a user with {input.key} of {input.value}") | |
def update_user(input: UpdateUserInput): | |
global customers_dataset | |
customers_data = customers_dataset.to_list() | |
user_found = False | |
for customer in customers_data: | |
if customer["id"] == input.user_id: | |
if input.email: | |
customer["email"] = input.email | |
if input.phone: | |
customer["phone"] = input.phone | |
user_found = True | |
break | |
if user_found: | |
updated_dataset = Dataset.from_list(customers_data) | |
updated_dataset.push_to_hub("dwb2023/blackbird-customers", split="train") | |
customers_dataset = updated_dataset # Update the global dataset | |
return {"message": "User information updated successfully"} | |
else: | |
raise HTTPException(status_code=404, detail=f"Couldn't find a user with ID {input.user_id}") | |
def get_order_by_id(input: GetOrderByIdInput): | |
order = [o for o in orders_dataset if o["id"] == input.order_id] | |
if order: | |
return order[0] | |
else: | |
raise HTTPException(status_code=404, detail="Order not found") | |
def get_customer_orders(input: GetCustomerOrdersInput): | |
customer_orders = [o for o in orders_dataset if o["customer_id"] == input.customer_id] | |
return customer_orders | |
def cancel_order(input: CancelOrderInput): | |
global orders_dataset | |
orders_data = orders_dataset.to_list() | |
order_found = False | |
for order in orders_data: | |
if order["id"] == input.order_id: | |
if order["status"] == "Processing": | |
order["status"] = "Cancelled" | |
order_found = True | |
break | |
else: | |
raise HTTPException(status_code=400, detail="Order has already shipped. Can't cancel it.") | |
if order_found: | |
updated_orders_dataset = Dataset.from_list(orders_data) | |
updated_orders_dataset.push_to_hub("dwb2023/blackbird-orders", split="train") | |
orders_dataset = updated_orders_dataset # Update the global dataset | |
return {"status": "Cancelled"} | |
else: | |
raise HTTPException(status_code=404, detail="Order not found") | |
def get_user_info(input: GetUserInfoInput): | |
customer = [c for c in customers_dataset if c[input.key] == input.value] | |
if customer: | |
customer_id = customer[0]["id"] | |
customer_orders = [o for o in orders_dataset if o["customer_id"] == customer_id] | |
return { | |
"user_info": customer[0], | |
"orders": customer_orders | |
} | |
else: | |
raise HTTPException(status_code=404, detail=f"Couldn't find a user with {input.key} of {input.value}") | |