First build
This commit is contained in:
@@ -0,0 +1,53 @@
|
||||
from fastapi import APIRouter, UploadFile, File, HTTPException, BackgroundTasks
|
||||
from app.connectors.minio import minio_connector
|
||||
import pandas as pd
|
||||
import duckdb
|
||||
import io
|
||||
import uuid
|
||||
|
||||
router = APIRouter()
|
||||
|
||||
@router.post("/upload/csv")
|
||||
async def upload_csv(file: UploadFile = File(...), background_tasks: BackgroundTasks = None):
|
||||
if not file.filename.endswith('.csv'):
|
||||
raise HTTPException(status_code=400, detail="Invalid file type. Only CSV allowed.")
|
||||
|
||||
try:
|
||||
content = await file.read()
|
||||
file_size = len(content)
|
||||
file_obj = io.BytesIO(content)
|
||||
|
||||
# Generate a unique filename
|
||||
unique_filename = f"{uuid.uuid4()}-{file.filename}"
|
||||
|
||||
# Upload to MinIO
|
||||
minio_url = minio_connector.upload_file(unique_filename, file_obj, file_size, content_type="text/csv")
|
||||
|
||||
# Reset file pointer for analysis
|
||||
file_obj.seek(0)
|
||||
|
||||
# Load into DuckDB (in-memory) for quick analysis
|
||||
try:
|
||||
df = pd.read_csv(file_obj)
|
||||
duckdb_conn = duckdb.connect(database=':memory:')
|
||||
duckdb_conn.register('uploaded_csv', df)
|
||||
summary = duckdb_conn.execute("DESCRIBE uploaded_csv").fetchall()
|
||||
row_count = len(df)
|
||||
columns = list(df.columns)
|
||||
|
||||
return {
|
||||
"filename": unique_filename,
|
||||
"url": minio_url,
|
||||
"rows": row_count,
|
||||
"columns": columns,
|
||||
"summary": str(summary)
|
||||
}
|
||||
except Exception as e:
|
||||
return {
|
||||
"filename": unique_filename,
|
||||
"url": minio_url,
|
||||
"analysis_error": str(e)
|
||||
}
|
||||
|
||||
except Exception as e:
|
||||
raise HTTPException(status_code=500, detail=str(e))
|
||||
Reference in New Issue
Block a user