In Python scrapy, With Multiple projects, How Do You Import A Class Method From One project Into Another project?
PROBLEM
I need to import a function/method located in scrapy project #1 into a spider in scrapy project # 2 and use it in one of the spiders of project #2.
DIRECTORY STRUCTURE
For starters, here's my directory structure (assume these are all under one root directory):
/importables # scrapy project #1
/importables
/spiders
title_collection.py # take class functions defined from here
/alibaba # scrapy project #2
/alibaba
/spiders
alibabaPage.py # use them here
WHAT I WANT
As shown above, I am trying to get scrapy to:
- Run
alibabaPage.py
- From
title_collection.py
, import a class method namedsaveTitleInTitlesCollection
out of a class in that file namedTitleCollectionSpider
- I want to use
saveTitleInTitlesCollection
inside functions that are called in thealibabaPage.py
spider.
HOW IT'S GOING...
Here's what I've done so far at the top of alibabaPage.py
:
from importables.importables.spiders import saveTitleInTitlesCollection
- nope. Fails and the error says
builtins.ModuleNotFoundError: No module named 'importables'
- How can that be? That answer I got from this answer.
- nope. Fails and the error says
sys.path.append(os.path.join(os.path.dirname(__file__), '../..'))
Then, I did this...from importables.importables.spiders import saveTitleInTitlesCollection
- nope, Fails and I get the same error as the first attempt. Taken from this answer.
- Re-reading the post in the link from answer #1, I realized the guy put the two files in the same directory, so, I tried doing that (making a copy of
title_collection.py
and putting it in like so:
/alibaba # scrapy project #2
/alibaba
/spiders
alibabaPage.py # use them here
title_collection.py # added this
- Well, that appeared to work but didn't in the end. This threw no errors...
from alibaba.spiders.title_collection import TitleCollectionSpiderAlibaba
Leading me to assume everything worked. I added a test function named testForImport
and tried importing it, ended up getting error: builtins.ModuleNotFoundError: No module named 'alibaba.spiders.title_collection.testForImport'; 'alibaba.spiders.title_collection' is not a package
- Unfortunately, this wasn't actually achieving the goal of importing the class method I want to use, named
saveTitleInTitlesCollection
. - I have numerous scrapy projects and want to really just have one project of spiders that I can just import into every other project with ease.
- This is not that solution so, the quest for a true solution to importing a bunch of class methods from one scrapy project to many continues... can this even be done I wonder...
- WAIT, this actually didn't work after all because when builtins.ModuleNotFoundError: No module named 'TitleCollectionSpiderAlibaba'
from alibaba.spiders.title_collection import testForImport
-
nope. This failed too.
But, this time it gave me slightly different error...
builtins.ImportError:
cannot import name 'testForImport' from 'alibaba.spiders.title_collection'
(C:\Users\User\\scrapy-webscrapers\alibaba\alibaba\spiders\title_collection.py)
Consider this now solved!
Due to Umair's answer I was able to do this:
# typical scrapy spider imports...
import scrapy
from ..items import AlibabaItem
# import this near the top of the page
sys.path.append(os.path.join(os.path.abspath('../')))
from importables.importables.spiders.title_collection import TitleCollectionSpider
...
# then, in parse method I did this...
def parse(self, response):
alibaba_item = AlibabaItem()
title_collection_spider_obj = TitleCollectionSpider()
title_collection_spider_obj.testForImportTitlesCollection()
# terminal showed this, proving it worked...
# "testForImport worked if you see this!"
Answer
It looks like you've found a solution to your issue, but I will break down your journey and explain the steps that helped resolve it. This will also serve as a guide for others who may face similar challenges.
Understanding the Problem
You wanted to import a method from a spider in one Scrapy project (project #1) into a spider in another Scrapy project (project #2). Specifically, the method saveTitleInTitlesCollection
from the spider TitleCollectionSpider
in importables
should be used inside the spider in alibaba
project.
The error you were encountering (ModuleNotFoundError: No module named 'importables'
) was because Scrapy (or Python) couldn't find the importables
package in the current Python path.
Steps You Took
-
Adding sys.path:
- You tried adding the path to the
importables
project manually to the Python system path withsys.path.append(os.path.join(os.path.dirname(__file__), '../..'))
. While this is a common technique to add directories to the Python path, the key problem here was that the directory structure might not have been correctly mapped.
- You tried adding the path to the
-
Direct File Copying:
- You copied the
title_collection.py
into thealibaba/spiders
folder, which made the import work for a moment. This can often work for simpler cases, but in the long term, it leads to problems with duplication and maintaining two versions of the same code.
- You copied the
-
Reworking the Import Path:
- Eventually, you restructured your import by using
sys.path.append(os.path.abspath('../'))
and importing theTitleCollectionSpider
class using the correct relative path. This allowed you to use the method fromTitleCollectionSpider
in the spider inalibaba
.
- Eventually, you restructured your import by using
Solution Explanation
Here’s a step-by-step explanation of what worked for you:
-
Update the Python Path with
sys.path.append()
: By adding theimportables
project’s path to thesys.path
, you allowed Python to find theimportables
module even though it was in a different project directory. Here's the exact line you used:sys.path.append(os.path.join(os.path.abspath('../')))
This adds the parent directory to the Python path, which makes the
importables
directory accessible from thealibaba
project. -
Importing from
importables
: After modifyingsys.path
, you can now import theTitleCollectionSpider
fromimportables
into youralibabaPage.py
spider as follows:from importables.importables.spiders.title_collection import TitleCollectionSpider
-
Using the Method: You can then create an instance of
TitleCollectionSpider
and call its method:title_collection_spider_obj = TitleCollectionSpider() title_collection_spider_obj.testForImportTitlesCollection()
This allowed you to call the method
testForImportTitlesCollection()
from theTitleCollectionSpider
class in the spider located in thealibaba
project. -
Confirmed the Import Worked: Finally, when you ran the spider, you saw the output confirming that
testForImportTitlesCollection
was executed successfully. This confirms that the import worked and the function was executed as expected.
General Advice for Managing Multiple Scrapy Projects
While your approach works, here are some general tips for managing multiple Scrapy projects and sharing code between them:
-
Create a Common Package: Instead of duplicating the spider code across multiple projects, you could create a shared Python package containing the spiders, items, and utilities. This shared package can be installed in all your projects using
pip
(e.g., by usingeditable
installs likepip install -e ./shared_code
). -
Use
PYTHONPATH
: If you don't want to modifysys.path
every time, you can set thePYTHONPATH
environment variable. This can be done in your shell before running Scrapy:export PYTHONPATH=$PYTHONPATH:/path/to/your/importables scrapy crawl your_spider
-
Modularize the Code: If the shared code (such as spiders, middleware, items) grows large, consider breaking it into separate modules or packages. This keeps the code base cleaner and easier to maintain.
-
Using Git Submodules: For more complex setups, you can also use Git submodules to link shared code between different projects. This allows you to manage dependencies and track changes across multiple projects.
Conclusion
You’ve successfully solved your problem by:
- Modifying the Python import path (
sys.path.append
) to include theimportables
directory. - Importing and using the method from the
TitleCollectionSpider
class inalibabaPage.py
.
By following this approach, you can now share code between multiple Scrapy projects without duplicating files.