[py-tx] Add a new match command line option (--rotations) #1672

haianhng31 · 2024-10-30T03:05:26Z

Summary

Create a new command line option (--rotation) for matching
Create a new dataclass IndexMatchWithRotation
This is checked out from branch haianhng31:photo-helpers in PR [py-tx] Create rotation helper functions in PhotoContent using Pillow #1671.
This is a continuation from PR [py-tx] Create rotation helper functions in PhotoContent using Pillow #1671 (discussed in PR [py-tx] Add rotation reference to brute force lookup #1669 )

Files changed:

Main changes are in file: match_cmd.py

Test Plan

I have included 2 test cases:
- test_non_photo_match_with_rotations
- test_photo_hash_with_rotations

$ tx match --rotations text -- "try text"
--rotations flag is only available for Photo content type

$ tx hash --rotations photo pdq/data/bridge-mods/aaa-orig.jpg
$ tx match --rotations photo pdq/data/bridge-mods/aaa-orig.jpg
pdq ORIGINAL 16 (Sample Signals) INVESTIGATION_SEED
$ tx match --rotations photo pdq/data/bridge-mods/aaa-rotated180.jpg
pdq ROTATE180 16 (Sample Signals) INVESTIGATION_SEED

Dcallies

For your test plan, showing the ouput of the match function will be critical. Here's what I want to see:

Using https://github.com/facebook/ThreatExchange/blob/main/pdq/data/bridge-mods/aaa-orig.jpg

# Showing hash of original
$ tx hash photo aaa-orig.jpg
pdq facefacefafce...

# Here we use imageMagick, but any editor will work
$ magick aaa-org.jpg -rotate 90 aaa-90.jpg

# index sample data, which includes aaa-orig
$ tx fetch 

# Now match against rotated
$ tx match photo aaa-90.jpg
pdq sample 0[90º] INGVESTIGATION_SEED

You can also consider adding --rotations to tx hash as well, which will be simpler.

python-threatexchange/threatexchange/cli/match_cmd.py

Dcallies · 2024-10-30T13:46:03Z

python-threatexchange/threatexchange/cli/match_cmd.py

+                        # Add rotation information if possible 
+                        rotation_info = ""
+                        if hasattr(r.similarity_info, "rotation"):
+                            rotation_info = f" [{r.similarity_info.rotation.name}]"


While clever, and valid python, this will make typechecking unhappy (try running mypy locally as described in https://github.com/facebook/ThreatExchange/blob/main/python-threatexchange/CONTRIBUTING.md).

Instead, change the return type of these functions from IndexMatch to a new object that contains an index match and the rotation info.

Dcallies · 2024-10-30T13:46:20Z

python-threatexchange/threatexchange/cli/match_cmd.py

+
+        # Add rotation information if any matches were found 
+        for match in matches: 
+            match.similarity_info.rotation = rotation_type


blocking: I think this might be an illegal operation, and I'm unsure whether we should add rotation to the base concept of similarity.

We have a few options, but the simplest one might be change the return of this function from IndexMatch to instead return a new dataclass that might contains the rotation information.

I'll accept any solution that:

Doesn't change the base interface (since I don't think we yet know how to handle rotations in general - you are pioneering our approach!)

Can show which rotation was used in tx match.

…xchange into rotation-cmd Merge the new commits from photo-helpers branch to this branch.

haianhng31 · 2024-10-30T18:42:46Z

python-threatexchange/threatexchange/cli/match_cmd.py

+                    results: t.Sequence[IndexMatchWithRotation] = [
+                        IndexMatchWithRotation(match=match)
+                        for match in results_from_hashes
+                    ]


I created a new dataclass IndexMatchWithRotation which will be the return type of _match_file.

Q: @Dcallies Should I also make it the return type of _match_hashes? Just so the return types of these 2 are similar

To make the python typing pass you may need to be consistent between them (see what mypy says)

Dcallies

Nice progress! Starting to get close.

Let's not print the rotation unless --rotations is provided - this is why your tests are failing that check the output
Some notes inline about how to handle that.
If you haven't done it yet, it will be easier to add --rotations to tx hash than it will be to match.

Dcallies · 2024-11-02T00:43:29Z

python-threatexchange/threatexchange/cli/match_cmd.py

+                    results: t.Sequence[IndexMatchWithRotation] = [
+                        IndexMatchWithRotation(match=match)
+                        for match in results_from_hashes
+                    ]


To make the python typing pass you may need to be consistent between them (see what mypy says)

python-threatexchange/threatexchange/cli/match_cmd.py

python-threatexchange/threatexchange/signal_type/index.py

Dcallies · 2024-11-02T00:47:12Z

python-threatexchange/threatexchange/content_type/photo.py

@@ -82,7 +83,7 @@ def flip_minus1(cls, image_data: bytes) -> bytes:
                return buffer.getvalue()

    @classmethod
-    def all_simple_rotations(cls, image_data: bytes):
+    def all_simple_rotations(cls, image_data: bytes) -> t.Dict[RotationType, bytes]:


Dcallies · 2024-11-02T00:49:47Z

python-threatexchange/threatexchange/signal_type/index.py

+@dataclass
+class IndexMatchWithRotation(t.Generic[T]):
+    match: IndexMatchUntyped[SignalSimilarityInfo, T]
+    rotation_type: RotationType = RotationType.ORIGINAL


When you move it into the match command, consider making this optional, then adding a __str__ command which handles the output of the match command. If rotation_type is None, then no rotation is printed. If the rotation is there, then it can format the string you put to string.

Dcallies · 2024-11-04T13:22:04Z

Use "Edit" to add your test plan into the summary!

Dcallies

Getting closer, but maybe let's break down the problem a little more.

It may help to break this down into two PRs - one for the hash command, and one for the match command.

Hash will be more straightforward!

In order to do that, you'll need to use some git tricks to "split" the stack, which can be daunting.

One way we could do that is the following (ref)

Checkout the main branch with git checkout main
Create a new branch for only the hash command git checkout -b hash_cmd_rotations
Pull only the contents of the hash command to your new branch git checkout photo-helpers -- python-threatexchange/threatexchange/cli/hash_cmd.py
Create a new commit on our new branch `git commit -am '[pytx] add --rotations to hash_cmd'
Push this branch to start a new PR

python-threatexchange/threatexchange/cli/hash_cmd.py

python-threatexchange/threatexchange/cli/match_cmd.py

Dcallies · 2024-11-04T13:31:35Z

python-threatexchange/threatexchange/tests/hashing/test_pdq_hash_rotations.py

+from threatexchange.content_type.video import VideoContent
+
+
+class TestHashCommand(unittest.TestCase):


blocking: We are using the py.test framework for this library, not unittest.

Check out: https://docs.pytest.org/en/stable/

and this reference test: https://github.com/haianhng31/ThreatExchange/blob/8d10599cda78afa49f763c08ca556db94f4ae332/python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

We should probably just use the hash and match_cmd tests rather than creating new tests.

python-threatexchange/threatexchange/signal_type/index.py

python-threatexchange/threatexchange/content_type/content_base.py

python-threatexchange/threatexchange/cli/match_cmd.py

…different PR)

Dcallies

Nice job splitting your PR! This is quite difficult to do any many people have a lot more trouble their first time!

python-threatexchange/threatexchange/cli/match_cmd.py

Dcallies · 2024-11-04T22:01:44Z

python-threatexchange/threatexchange/cli/match_cmd.py

+
+    for rotation_type, rotated_bytes in rotated_images.items():
+        # Create a temporary file to hold the image bytes
+        with tempfile.NamedTemporaryFile() as temp_file:


blocking: This is going to write a lot of files over the course of an execution! We are going to call this method for every single match type.

Another approach you could do is refactor this so that the rotated images are inserted higher up in the stack, and then rather than taking rotations: bool, you could pass in the path of the rotation, and an optional enum representing which enum it can take.

I'm thinking of change s_type to be subclass of BytesHasher so that I can use bytes directly with hash_from_bytes. All the tests passed and mypy doesn't complain. What do you think of this approach?

In the last PR, I mentioned the downside - not all photo formats are knowable without the extension. There's likely a workaround, but let's stay with the current course and see if we can fix it in a followup instead.

Dcallies · 2024-11-04T22:08:32Z

python-threatexchange/threatexchange/cli/match_cmd.py

@@ -196,18 +230,23 @@ def execute(self, settings: CLISettings) -> None:
            for s_type, index in indices:


Before processing this list of files, if rotations is true here, generate new files that you iterate through.

Here's one way to do that

def handle_rotations() -> Iterator[(Path, t.Optional[RotationType)]: for file in self.files: if not self.rotations: yield file, None continue for rot, dat in PhotoContent.blah(): with NamedTemporary(...) as f: yield Path(f.name), rot for path in handle_rotations(self.files):

Dcallies

All that's missing now:

We should update the unittest for match to also include a case for --rotations
From your test plan it looks like it's not matching hashes that it should, since the rotated image should match the rotated hash.

Here's a e2e test case:

$ threatexchange hash --rotations photo https://github.com/facebook/ThreatExchange/blob/main/pdq/data/misc-images/b.jpg?raw=true | grep FLIPX | cut -d ' ' -f 2- >> ~/file.txt
$ threatexchange config collab edit local_file --filename ~/file.txt 'file.txt' --create
$ threatexchange fetch
$ threatexchange match photo https://github.com/facebook/ThreatExchange/blob/main/pdq/data/misc-images/b.jpg?raw=true
# No match

$ threatexchange match --rotations photo https://github.com/facebook/ThreatExchange/blob/main/pdq/data/misc-images/b.jpg?raw=true
pdq - (file.txt) INVESTIGATION_SEED

…o rotation-cmd

haianhng31 · 2024-11-05T21:25:12Z

python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

+    def test_photo_hash_with_rotations(self):
+        test_file = pathlib.Path("threatexchange/tests/hashing/resources/rgb.jpeg")
+
+        hash_cmd = ThreatExchangeCLIE2eHelper()
+        hash_cmd.COMMON_CALL_ARGS = ("hash",)
+        hash_cmd._state_dir = pathlib.Path()
+
+        hash = hash_cmd.cli_call("photo", str(test_file))
+        assert hash == "pdq fb4eed46cb8a6c78819ca06b756c541f7b07ef6d02c82fccd00f862166272cda\n"
+
+        # rotated_images = PhotoContent.all_simple_rotations(test_file.read_bytes())
+
+        # img = rotated_images[RotationType.ROTATE90] #try with 1 rotated image first
+
+        # with tempfile.NamedTemporaryFile() as tmp_file:
+        #     img = rotated_images[RotationType.ROTATE90]
+        #     tmp_file.write(img)
+        #     self.assert_cli_output(
+        #         ("--rotations", "photo", "--", tmp_file.name),
+        #         "video_md5 - (Sample Signals) INVESTIGATION_SEED",
+        #     )


My current approach for this test:

Hash an image

Fetch

Call match --rotations the rotated version of the original image

Q: @Dcallies

I got the hash pdq of the image (line 53) but how do i fetch indexes and call match command on this hash?

If there is a match found, what should the output look like? When I try it with the CLI it keeps output
pdq 16 (Sample Signals) INVESTIGATION_SEED
or if i'm using the config collab:
pdq 0 (file.txt) INVESTIGATION_SEED

If there is a match, then the output is the matching collaboration and distance.

Consider this ouptput:

pdq 16 (Sample Signals) INVESTIGATION_SEED

signal_type distance collab name confidence

pdq 16 Sample Signals INVESTIGATION_SEED

Here's what I did:

First I sanity checked that we expect the produced hashes to match

$ tx hash --rotations photo /workspaces/devcontainer-ThreatExchange/pdq/data/bridge-mods/aaa-orig.jpg ORIGINAL pdq f8f8f0cee0f4a84f06370a22038f63f0b36e2ed596621e1d33e6b39c4e9c9b22 ROTATE90 pdq 30a10efd71cc3d429013d48d0ffffc52e34e0e17ada952a9d29685211ea9e5af ROTATE180 pdq adad5a64b5a142e75b62a09857da895ae63b847fc23794b766b319361bc93188 ROTATE270 pdq a5f0a457a48995e8c9065c275aaa5498b61ba4bdf8fcf80387c32f8b1bfc4f05 FLIPX pdq f8f80f31e0f417b20e37f5cd028f980fb36ed02a9662c1e233e64c634e9c64dd FLIPY pdq 0dad2599b1a1bd1a5362576742da32a5e63b7380c2374b4866b366c91bc9ce77 FLIPPLUS1 pdq f0a5e102f1ccc0bd945308720fff038de34ef1e8ada9a956d2967ade5ea91a50 FLIPMINUS1 pdq a5f05aa8a4896a17c906a2d85aaaab07b61b5b42f8fc07fc87c3d0741bfcb0fa # Check original $ tx match photo -H f8f8f0cee0f4a84f06370a22038f63f0b36e2ed596621e1d33e6b39c4e9c9b22 pdq 16 (Sample Signals) INVESTIGATION_SEED # Note - this should be distance 0, but it's stopping at the first match, which is one of the variations # Check with rotation $ tx match --rotations photo /workspaces/devcontainer-ThreatExchange/pdq/data/bridge-mods/aaa-orig.jpg pdq 16 (Sample Signals) INVESTIGATION_SEED

However, I can see an error here - why isn't the rotation printed? When I looked to answer this question I found a bug in your code, which I found by adding some helpful print statements. I believe you can find that bug too!

Thank you for your comment! I found the bug. I shouldn't have checked s_type == PhotoContent since it's SignalType not ContentType

haianhng31 · 2024-11-05T21:39:09Z

@Dcallies
Because the hash command output the Rotation_Type at the front, the match command cannot function correctly. Where do you suggest me looking at to fix this? (I've been jumping around files and was confused where the matching implementation is)

Dcallies · 2024-11-06T13:38:28Z

Because the hash command output the Rotation_Type at the front, the match command cannot function correctly.

Hey @haianhng31, what do you mean? The hash command and the match command are different commands, and so one should not break the other.

My guess is that you mean that the output of the rotation type makes it not read correctly from a file. Take a closer look at the command I gave you before:

threatexchange hash --rotations photo https://github.com/facebook/ThreatExchange/blob/main/pdq/data/misc-images/b.jpg?raw=true | grep FLIPX | cut -d ' ' -f 2- >> ~/file.txt

Read about unix piping here: https://en.wikipedia.org/wiki/Pipeline_(Unix)
Read about what grep does here: https://en.wikipedia.org/wiki/Grep
Read about what cut does here: https://phoenixnap.com/kb/linux-cut

Let me try patching your code on my machine locally to see if I can see what you mean...

Dcallies · 2024-11-06T14:00:56Z

python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

+    def test_photo_hash_with_rotations(self):
+        test_file = pathlib.Path("threatexchange/tests/hashing/resources/rgb.jpeg")
+
+        hash_cmd = ThreatExchangeCLIE2eHelper()
+        hash_cmd.COMMON_CALL_ARGS = ("hash",)
+        hash_cmd._state_dir = pathlib.Path()
+
+        hash = hash_cmd.cli_call("photo", str(test_file))
+        assert hash == "pdq fb4eed46cb8a6c78819ca06b756c541f7b07ef6d02c82fccd00f862166272cda\n"
+
+        # rotated_images = PhotoContent.all_simple_rotations(test_file.read_bytes())
+
+        # img = rotated_images[RotationType.ROTATE90] #try with 1 rotated image first
+
+        # with tempfile.NamedTemporaryFile() as tmp_file:
+        #     img = rotated_images[RotationType.ROTATE90]
+        #     tmp_file.write(img)
+        #     self.assert_cli_output(
+        #         ("--rotations", "photo", "--", tmp_file.name),
+        #         "video_md5 - (Sample Signals) INVESTIGATION_SEED",
+        #     )


Here's what I did:

First I sanity checked that we expect the produced hashes to match

$ tx hash --rotations photo /workspaces/devcontainer-ThreatExchange/pdq/data/bridge-mods/aaa-orig.jpg ORIGINAL pdq f8f8f0cee0f4a84f06370a22038f63f0b36e2ed596621e1d33e6b39c4e9c9b22 ROTATE90 pdq 30a10efd71cc3d429013d48d0ffffc52e34e0e17ada952a9d29685211ea9e5af ROTATE180 pdq adad5a64b5a142e75b62a09857da895ae63b847fc23794b766b319361bc93188 ROTATE270 pdq a5f0a457a48995e8c9065c275aaa5498b61ba4bdf8fcf80387c32f8b1bfc4f05 FLIPX pdq f8f80f31e0f417b20e37f5cd028f980fb36ed02a9662c1e233e64c634e9c64dd FLIPY pdq 0dad2599b1a1bd1a5362576742da32a5e63b7380c2374b4866b366c91bc9ce77 FLIPPLUS1 pdq f0a5e102f1ccc0bd945308720fff038de34ef1e8ada9a956d2967ade5ea91a50 FLIPMINUS1 pdq a5f05aa8a4896a17c906a2d85aaaab07b61b5b42f8fc07fc87c3d0741bfcb0fa # Check original $ tx match photo -H f8f8f0cee0f4a84f06370a22038f63f0b36e2ed596621e1d33e6b39c4e9c9b22 pdq 16 (Sample Signals) INVESTIGATION_SEED # Note - this should be distance 0, but it's stopping at the first match, which is one of the variations # Check with rotation $ tx match --rotations photo /workspaces/devcontainer-ThreatExchange/pdq/data/bridge-mods/aaa-orig.jpg pdq 16 (Sample Signals) INVESTIGATION_SEED

However, I can see an error here - why isn't the rotation printed? When I looked to answer this question I found a bug in your code, which I found by adding some helpful print statements. I believe you can find that bug too!

Dcallies · 2024-11-06T14:03:25Z

python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

+                )
+
+    def test_photo_hash_with_rotations(self):
+        test_file = pathlib.Path("threatexchange/tests/hashing/resources/rgb.jpeg")


Danger! This photo might not correspond to one of the sample signals. Check out the comments on https://github.com/facebook/ThreatExchange/blob/main/python-threatexchange/threatexchange/signal_type/pdq/signal.py#L90

Additionally, this makes the test not work if run from different directories! Here's how I fixed it:

Suggested change

test_file = pathlib.Path("threatexchange/tests/hashing/resources/rgb.jpeg")

test_file = pathlib.Path(

__file__ + "../../../../../../pdq/data/bridge-mods/aaa-orig.jpg"

).resolve()

haianhng31 · 2024-11-06T21:34:22Z

@Dcallies thank you for all the comments and suggestions, they are really helpful! I have completed the test cases for match cmd with rotations (updated in the PR's summary).
The match command now also run correctly with the rotation type printed.

haianhng31 · 2024-11-08T18:27:55Z

@Dcallies
When you have time can you help me review this PR? Also I saw you mentioned about adding -save option in the PR with Mackey, can you tell me more about that?

Dcallies · 2024-11-09T00:09:13Z

Sorry for the delay @haianhng31! You can mark the PR as ready for review by hitting the refresh button in the upper right here:

Dcallies

I had one potentially blocking comment, but I think it's fine to land and merge as is.

This was a tough stack, nice job @haianhng31 !

Dcallies · 2024-11-09T00:14:06Z

python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

+                if rotation == RotationType.ROTATE270:
+                    rotation = RotationType.ROTATE90
+                elif rotation == RotationType.ROTATE90:
+                    rotation = RotationType.ROTATE270


blocking q: What is the purpose of this block? It looks like you still end up with all the rotations, so does this just change the order?

If so, why?

If not, consider adding an explanation!

Dcallies · 2024-11-09T00:15:28Z

python-threatexchange/threatexchange/cli/tests/match_cmd_test.py

+
+                self.assert_cli_output(
+                    ("--rotations", "photo", tmp_file.name),
+                    f"pdq {rotation.name} 16 (Sample Signals) INVESTIGATION_SEED",


I'm not sure if the distance here will be stable (I'm actually surprised this works), but if it passes, I think this is okay for now.

python-threatexchange/threatexchange/content_type/content_base.py

haianhng31 added 4 commits October 28, 2024 21:01

Create RotationType enum

26fe246

Create rotation helpers for PhotoContent

931b81a

Include docstring and comments

dfe04d9

Create --rotation command line

0e44874

facebook-github-bot added the CLA Signed label Oct 30, 2024

Dcallies requested changes Oct 30, 2024

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haianhng31 added 3 commits October 30, 2024 17:19

Fix lint and small change to photo rotation helpers

bd532ae

Merge branch 'photo-helpers' of https://github.com/haianhng31/ThreatE…

13bf6e7

…xchange into rotation-cmd Merge the new commits from photo-helpers branch to this branch.

create dataclass IndexMatchWithRotation and use that in match_cmd

594782b

haianhng31 commented Oct 30, 2024

View reviewed changes

haianhng31 changed the title ~~Add a new command line option (--rotations)~~ [py-tx] Add a new command line option (--rotations) Oct 30, 2024

Merge branch 'main' into rotation-cmd

f8a5891

Dcallies requested changes Nov 2, 2024

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Dcallies changed the title ~~[py-tx] Add a new command line option (--rotations)~~ [py-tx] Add a new match command line option (--rotations) Nov 2, 2024

haianhng31 added 6 commits November 2, 2024 04:47

merge main

e570ef9

edit _IndexMatchWithRotation and updates its usage in match_cmd

02ff144

add --rotations to hash cmd

a9db9d9

Minor fix to hash cmd

ad9a165

fix small detail in hash cmd

a1a39d3

Add test cases for Hash command with rotations

6a6cea0

Dcallies requested changes Nov 4, 2024

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haianhng31 added 2 commits November 4, 2024 20:21

fix minor details & remove old test cases for hash with rotations

d841f60

checkout hash_cmd.py from main (hash_cmd --rotations is handled in a …

3b83a41

…different PR)

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haianhng31 added 2 commits November 5, 2024 19:19

Merge branch 'main' of https://github.com/facebook/ThreatExchange int…

dff8c1b

…o rotation-cmd

match rotation tests

e367f61

haianhng31 force-pushed the rotation-cmd branch from 074e3bf to e367f61 Compare November 5, 2024 21:18

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haianhng31 added 2 commits November 6, 2024 20:52

debug s_type in _match_file

509a64a

Edit match with rotation test cases

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haianhng31 marked this pull request as ready for review November 6, 2024 21:31

delete unused lines

63b460f

Dcallies approved these changes Nov 9, 2024

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Dcallies merged commit 21f4f41 into facebook:main Nov 9, 2024
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[py-tx] Add a new match command line option (--rotations) #1672

[py-tx] Add a new match command line option (--rotations) #1672

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		from threatexchange.content_type.video import VideoContent


		class TestHashCommand(unittest.TestCase):

		@@ -196,18 +230,23 @@ def execute(self, settings: CLISettings) -> None:
		for s_type, index in indices:

[py-tx] Add a new match command line option (--rotations) #1672

[py-tx] Add a new match command line option (--rotations) #1672

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haianhng31 commented Oct 30, 2024 • edited Loading

Summary

Files changed:

Test Plan

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haianhng31 Nov 5, 2024 • edited Loading

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haianhng31 commented Nov 5, 2024

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haianhng31 commented Nov 6, 2024

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haianhng31 commented Oct 30, 2024 •

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Dcallies commented Nov 4, 2024 •

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