我用官方的 Flask 教程创建了一个上传系统。现在我想在我的网络应用程序中使用上传的文件来读取 pandas 数据框,然后将其用于其他目的。
我使用了以下行
df = pd.read_csv(url_for('static', filename=filename))
要做到这一点。但它对我不起作用,我如何从存储中读取上传的文件并将其分配给 pandas 数据框?
这是我的完整代码!
def allowed_file(filename):
return '.' in filename and filename.rsplit('.',1)[1].lower() in ALLOWED_EXTENSIONS
@app.route('/', methods=['GET','POST'])
def upload_file(filename=None,column=None, data=None):
if request.method == 'POST':
if 'file' not in request.files:
flash("No file part")
return redirect(request.url)
file = request.files['file']
if file.filename == '':
flash("No selected file")
return redirect(request.url)
if file and allowed_file(file.filename):
filename = secure_filename(file.filename)
file.save(os.path.join(app.config['UPLOAD_FOLDER'], filename))
df = pd.read_csv(url_for('static', filename=filename))
column = list(df)
data = [list(df[d]) for d in column]
return render_template('index.html', filename=filename, data=data, column=column)
索引.html
<!doctype <!DOCTYPE html>
<html>
<head>
<meta charset="utf-8" />
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<title>Upload File</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<link rel="stylesheet" type="text/css" media="screen" href="main.css" />
<script src="main.js"></script>
</head>
<body>
{% if data %}
<p>Data Found!!!</p>
{% endif %}
<h1>Upload new File</h1>
<form method=post enctype=multipart/form-data>
<input type=file name=file>
<input type=submit value=Upload>
</form>
</body>
</html>
我是 Flask Web 开发新手。