[英]Installing and running Airflow on WSL
我按照本文中的过程在 WSL(Windows 10)下的 Ubuntu 中安装了 Airflow。
但是在运行airflow db init
时,出现以下错误:
AttributeError: module 'wtforms.fields' has no attribute 'TextField'
完整的跟踪:
(airflow_env) sultani@Khalid:~/c/users/administrator/airflowhome$ airflow db init
DB: sqlite:///c/users/administrator/airflowhome/airflow.db
[2022-06-09 00:41:54,760] {db.py:1448} INFO - Creating tables
INFO [alembic.runtime.migration] Context impl SQLiteImpl.
INFO [alembic.runtime.migration] Will assume non-transactional DDL.
Traceback (most recent call last):
File "/home/sultani/.local/bin/airflow", line 8, in <module>
sys.exit(main())
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/__main__.py", line 38, in main
args.func(args)
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/cli/cli_parser.py", line 51, in command
return func(*args, **kwargs)
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/cli/commands/db_command.py", line 35, in initdb
db.initdb()
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/utils/session.py", line 71, in wrapper
return func(*args, session=session, **kwargs)
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/utils/db.py", line 648, in initdb
upgradedb(session=session)
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/utils/session.py", line 68, in wrapper
return func(*args, **kwargs)
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/utils/db.py", line 1449, in upgradedb
command.upgrade(config, revision=to_revision or 'heads')
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/command.py", line 322, in upgrade
script.run_env()
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/base.py", line 569, in run_env
util.load_python_file(self.dir, "env.py")
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/util/pyfiles.py", line 94, in load_python_file
module = load_module_py(module_id, path)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/util/pyfiles.py", line 110, in load_module_py
spec.loader.exec_module(module) # type: ignore
File "<frozen importlib._bootstrap_external>", line 848, in exec_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/migrations/env.py", line 107, in <module>
run_migrations_online()
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/migrations/env.py", line 101, in run_migrations_online
context.run_migrations()
File "<string>", line 8, in run_migrations
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/runtime/environment.py", line 853, in run_migrations
self.get_context().run_migrations(**kw)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/runtime/migration.py", line 611, in run_migrations
for step in self._migrations_fn(heads, self):
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/command.py", line 311, in upgrade
return script._upgrade_revs(revision, rev)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/base.py", line 443, in _upgrade_revs
for script in reversed(list(revs))
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 799, in iterate_revisions
revisions, heads = fn(
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 1426, in _collect_upgrade_revisions
for rev in self._parse_upgrade_target(
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 1218, in _parse_upgrade_target
return self.get_revisions(target)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 529, in get_revisions
resolved_id, branch_label = self._resolve_revision_number(
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 753, in _resolve_revision_number
self._revision_map
File "/home/sultani/.local/lib/python3.8/site-packages/sqlalchemy/util/langhelpers.py", line 1095, in __get__
obj.__dict__[self.__name__] = result = self.fget(obj)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/revision.py", line 191, in _revision_map
for revision in self._generator():
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/base.py", line 140, in _load_revisions
script = Script._from_filename(self, vers, file_)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/script/base.py", line 1013, in _from_filename
module = util.load_python_file(dir_, filename)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/util/pyfiles.py", line 94, in load_python_file
module = load_module_py(module_id, path)
File "/home/sultani/.local/lib/python3.8/site-packages/alembic/util/pyfiles.py", line 110, in load_module_py
spec.loader.exec_module(module) # type: ignore
File "<frozen importlib._bootstrap_external>", line 848, in exec_module
File "<frozen importlib._bootstrap>", line 219, in _call_with_frames_removed
File "/home/sultani/.local/lib/python3.8/site-packages/airflow/migrations/versions/0073_2_0_0_prefix_dag_permissions.py", line 27, in <module>
from flask_appbuilder import SQLA
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/__init__.py", line 6, in <module>
from .base import AppBuilder # noqa: F401
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/base.py", line 8, in <module>
from .api.manager import OpenApiManager
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/api/manager.py", line 8, in <module>
from flask_appbuilder.baseviews import BaseView
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/baseviews.py", line 21, in <module>
from .forms import GeneralModelConverter
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/forms.py", line 25, in <module>
from .models.mongoengine.fields import MongoFileField, MongoImageField
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/models/mongoengine/fields.py", line 4, in <module>
from ...upload import BS3FileUploadFieldWidget, BS3ImageUploadFieldWidget
File "/home/sultani/.local/lib/python3.8/site-packages/flask_appbuilder/upload.py", line 106, in <module>
class FileUploadField(fields.TextField):
AttributeError: module 'wtforms.fields' has no attribute 'TextField'
不幸的是,您链接的博客文章存在很多问题:
它至少有两个错误。 首先, AIRFLOW_HOME
变量前面缺少/
。 此外,该博客建议将您的/mnt/c
更改为简单的/c
,然后继续使用AIRFLOW_HOME
中的/mnt/c
,这是行不通的。
坏建议——一般来说,您不应该将 Windows 驱动器(例如/mnt/c
)用于 WSL2 项目。 有性能问题和权限问题需要处理。
不必要的步骤 - 即使您使用将 Airflow 安装到 Windows 驱动器的错误建议,也绝对没有理由将 WSL 自动挂载目录更改为/
。 我建议编辑您的 WSL 配置文件以更改此设置,除非您出于其他原因需要它。 从/etc/wsl.conf
中删除root = /
行。
不必要的软件包和存储库——没有理由添加 Universe,因为它已经存在(并且一直存在)在 WSL Ubuntu 中。 也没有理由安装software-properties-common
或python-setuptools
—— 它们不是必需的。
最糟糕的是,它只是过时和/或与官方文档冲突。 这是您安装的最大问题——在实际安装过程中您会看到一个错误,即存在不兼容的软件包版本。
因此,让我推荐以下组合:
如果您没有将它用于其他任何事情,您可能只想删除您的 Ubuntu WSL2 安装并重新开始。 我从一个干净的 Ubuntu 20.04 WSL2 安装开始来演示这一点:
sudo apt update && sudo apt upgrade -y
sudo apt install python3-pip python3-venv
mkdir -p ~/airflow/airflowhome
python3 -m venv ~/airflow/airflowenv
source ~/airflow/airflowenv/bin/activate
# Your prompt will change to "airflowenv"
pip3 install wheel # Not found in venv by default, but recommended for packages
在这一点上,我们直接从Apache Airflow 文档开始工作,除了轻微的目录更改之外没有任何实质性的变化:
export AIRFLOW_HOME=~/airflow/airflowhome
AIRFLOW_VERSION=2.3.2
PYTHON_VERSION="$(python --version | cut -d " " -f 2 | cut -d "." -f 1-2)"
CONSTRAINT_URL="https://raw.githubusercontent.com/apache/airflow/constraints-${AIRFLOW_VERSION}/constraints-${PYTHON_VERSION}.txt"
pip install "apache-airflow==${AIRFLOW_VERSION}" --constraint "${CONSTRAINT_URL}"
仔细观察输出。 您应该在那里看不到任何错误——之前使用博客说明的尝试显示了红色文本错误,提前表明了问题。
现在:
airflow standalone
这将启动服务器。 正如医生所说,密切注意屏幕上的最后几行。 它将列出您的管理员用户名和密码。 您可以使用它通过 Windows 网络浏览器在http://localhost:8080
登录。
您仍然可以将export AIRFLOW_HOME
语句添加到您的~/.bashrc
中,但是由于您每次都需要激活 venv,可能最好只是这样做。 所以下次运行它,你会:
source ~/airflow/airflowenv/bin/activate
export AIRFLOW_HOME=~/airflow/airflowhome
airflow standalone
注意:无论何时执行source ~/airflow/airflowenv/bin/activate
,您都将处于 Python 虚拟环境中。 要在此时返回默认的 Python 系统环境,只需运行deactivate
即可。
我自己不是 Airflow 用户,因此我无法为您提供更多帮助。 但这些是至少在 WSL2 Ubuntu 上对我有用的步骤,以使其启动并运行。
感谢您的回复,提供的博客中有几个问题,我设法在本地运行气流。
因为我是气流新手,所以我现在需要在 pycharm 中修复一些其他问题,当我在 dag 文件夹中创建 dag 文件时,它会丢失依赖项。
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