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  3. Can someone explain this #Python import behavior

Can someone explain this #Python import behavior

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  • bmispelon@mastodon.socialB bmispelon@mastodon.social

    @alexgmin Try it and see, then please explain the result to me, I genuinely don't understand what's going on

    alexgmin@mastodon.socialA This user is from outside of this forum
    alexgmin@mastodon.socialA This user is from outside of this forum
    alexgmin@mastodon.social
    wrote last edited by
    #5

    @bmispelon Wtf

    1 Reply Last reply
    0
    • bmispelon@mastodon.socialB bmispelon@mastodon.social

      Can someone explain this #Python import behavior?
      I'm in a directory with 3 files:

      a.py contains `A = 1; from b import *`
      b.py contains `from a import *; A += 1`
      c.py contains `from a import A; print(A)`

      Can you guess and explain what happens when you run `python c.py`?

      _chrismay@fosstodon.org_ This user is from outside of this forum
      _chrismay@fosstodon.org_ This user is from outside of this forum
      _chrismay@fosstodon.org
      wrote last edited by
      #6

      @bmispelon My thought would be Python:
      - runs c.py and immediately starts to import a.py
      - sets `A` to 1
      - then starts to import b.py
      - module a(.py) is already in memory, so it bumps A to 2
      - finished importing b and a
      - returns to c.py and prints 2

      bmispelon@mastodon.socialB 1 Reply Last reply
      0
      • _chrismay@fosstodon.org_ _chrismay@fosstodon.org

        @bmispelon My thought would be Python:
        - runs c.py and immediately starts to import a.py
        - sets `A` to 1
        - then starts to import b.py
        - module a(.py) is already in memory, so it bumps A to 2
        - finished importing b and a
        - returns to c.py and prints 2

        bmispelon@mastodon.socialB This user is from outside of this forum
        bmispelon@mastodon.socialB This user is from outside of this forum
        bmispelon@mastodon.social
        wrote last edited by
        #7

        @_chrismay I think you're on to something. In my mental model Python would only "cache" an import after it's complete, but that doesn't appear correct.

        Bonus questions for you then, what if `a.py` contains this: `A = 1; from b import *; A+=1`?
        Or even this `A = 1; from b import *; A+=1;from b import *` ?

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        • bmispelon@mastodon.socialB bmispelon@mastodon.social

          Can someone explain this #Python import behavior?
          I'm in a directory with 3 files:

          a.py contains `A = 1; from b import *`
          b.py contains `from a import *; A += 1`
          c.py contains `from a import A; print(A)`

          Can you guess and explain what happens when you run `python c.py`?

          ehmatthes@fosstodon.orgE This user is from outside of this forum
          ehmatthes@fosstodon.orgE This user is from outside of this forum
          ehmatthes@fosstodon.org
          wrote last edited by
          #8

          @bmispelon My initial guess was 2. c first imports a.A, which is 1. But the call to import from a loads a.py. That includes the call to import * from b, which imports from a. So at that point, A is 1. b then adds one to A, which sets A at 2. Then execution returns to c, with A at 2. So I think the value of A in c comes from b.

          I tried to verify this in a pdb session, but stepping through at a low enough level to see this was bringing me into even lower level Python functions.

          ehmatthes@fosstodon.orgE 1 Reply Last reply
          0
          • bmispelon@mastodon.socialB bmispelon@mastodon.social

            Can someone explain this #Python import behavior?
            I'm in a directory with 3 files:

            a.py contains `A = 1; from b import *`
            b.py contains `from a import *; A += 1`
            c.py contains `from a import A; print(A)`

            Can you guess and explain what happens when you run `python c.py`?

            jonafato@mastodon.socialJ This user is from outside of this forum
            jonafato@mastodon.socialJ This user is from outside of this forum
            jonafato@mastodon.social
            wrote last edited by
            #9

            @bmispelon I *think* what's happening is basically sleight of hand (though I guessed wrong at first and would not advise that people use this behavior because it can confuse us). `a.A` gets reassigned when it imports `b.A` (via `b.*`).

            Autoformatting these imports would cause an error, and obviously we want these files structured this way, so setting `__all__ = []` in `b.py` is the correct fix here.

            bmispelon@mastodon.socialB 1 Reply Last reply
            0
            • ehmatthes@fosstodon.orgE ehmatthes@fosstodon.org

              @bmispelon My initial guess was 2. c first imports a.A, which is 1. But the call to import from a loads a.py. That includes the call to import * from b, which imports from a. So at that point, A is 1. b then adds one to A, which sets A at 2. Then execution returns to c, with A at 2. So I think the value of A in c comes from b.

              I tried to verify this in a pdb session, but stepping through at a low enough level to see this was bringing me into even lower level Python functions.

              ehmatthes@fosstodon.orgE This user is from outside of this forum
              ehmatthes@fosstodon.orgE This user is from outside of this forum
              ehmatthes@fosstodon.org
              wrote last edited by
              #10

              @bmispelon Then I ran c.py in a VS Codium debugger session, watching A.

              - A starts as undefined (everything does).
              - After the first line of a.py, A is 1, but I think that VS Codium is actually reporting a.A.
              - The import in a is hit, and A goes to undefined. I think VSC is showing b.A.
              - b's import runs, and A is 1. I think that's b.A.
              - The second line of b is run, and A is 2.
              - Execution goes back to c, where the value of A is 2.

              ehmatthes@fosstodon.orgE 1 Reply Last reply
              0
              • jonafato@mastodon.socialJ jonafato@mastodon.social

                @bmispelon I *think* what's happening is basically sleight of hand (though I guessed wrong at first and would not advise that people use this behavior because it can confuse us). `a.A` gets reassigned when it imports `b.A` (via `b.*`).

                Autoformatting these imports would cause an error, and obviously we want these files structured this way, so setting `__all__ = []` in `b.py` is the correct fix here.

                bmispelon@mastodon.socialB This user is from outside of this forum
                bmispelon@mastodon.socialB This user is from outside of this forum
                bmispelon@mastodon.social
                wrote last edited by
                #11

                @jonafato Interesting suggestion for a fix! What happens then if all the `from ... import *` are replaced by `from ... import A`?

                jonafato@mastodon.socialJ 1 Reply Last reply
                0
                • ehmatthes@fosstodon.orgE ehmatthes@fosstodon.org

                  @bmispelon Then I ran c.py in a VS Codium debugger session, watching A.

                  - A starts as undefined (everything does).
                  - After the first line of a.py, A is 1, but I think that VS Codium is actually reporting a.A.
                  - The import in a is hit, and A goes to undefined. I think VSC is showing b.A.
                  - b's import runs, and A is 1. I think that's b.A.
                  - The second line of b is run, and A is 2.
                  - Execution goes back to c, where the value of A is 2.

                  ehmatthes@fosstodon.orgE This user is from outside of this forum
                  ehmatthes@fosstodon.orgE This user is from outside of this forum
                  ehmatthes@fosstodon.org
                  wrote last edited by
                  #12

                  @bmispelon Here's my VSCodium session:

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                  0
                  • bmispelon@mastodon.socialB bmispelon@mastodon.social

                    Can someone explain this #Python import behavior?
                    I'm in a directory with 3 files:

                    a.py contains `A = 1; from b import *`
                    b.py contains `from a import *; A += 1`
                    c.py contains `from a import A; print(A)`

                    Can you guess and explain what happens when you run `python c.py`?

                    ehmatthes@fosstodon.orgE This user is from outside of this forum
                    ehmatthes@fosstodon.orgE This user is from outside of this forum
                    ehmatthes@fosstodon.org
                    wrote last edited by
                    #13

                    @bmispelon Can you share the real-world motivation for this question at some point?

                    bmispelon@mastodon.socialB 1 Reply Last reply
                    0
                    • ehmatthes@fosstodon.orgE ehmatthes@fosstodon.org

                      @bmispelon Can you share the real-world motivation for this question at some point?

                      bmispelon@mastodon.socialB This user is from outside of this forum
                      bmispelon@mastodon.socialB This user is from outside of this forum
                      bmispelon@mastodon.social
                      wrote last edited by
                      #14

                      @ehmatthes A very old Django project whose multiple settings files were importing from each other, leaving me very confused for a bit ๐Ÿ˜…

                      I definitely would not recommend writing actual code that looks like this!

                      ehmatthes@fosstodon.orgE 1 Reply Last reply
                      0
                      • bmispelon@mastodon.socialB bmispelon@mastodon.social

                        @ehmatthes A very old Django project whose multiple settings files were importing from each other, leaving me very confused for a bit ๐Ÿ˜…

                        I definitely would not recommend writing actual code that looks like this!

                        ehmatthes@fosstodon.orgE This user is from outside of this forum
                        ehmatthes@fosstodon.orgE This user is from outside of this forum
                        ehmatthes@fosstodon.org
                        wrote last edited by
                        #15

                        @bmispelon

                        > whose multiple settings files were importing from each other

                        You are not the only one who would be confused, please do not mention this in office hours

                        1 Reply Last reply
                        0
                        • bmispelon@mastodon.socialB bmispelon@mastodon.social

                          Can someone explain this #Python import behavior?
                          I'm in a directory with 3 files:

                          a.py contains `A = 1; from b import *`
                          b.py contains `from a import *; A += 1`
                          c.py contains `from a import A; print(A)`

                          Can you guess and explain what happens when you run `python c.py`?

                          pawamoy@fosstodon.orgP This user is from outside of this forum
                          pawamoy@fosstodon.orgP This user is from outside of this forum
                          pawamoy@fosstodon.org
                          wrote last edited by
                          #16

                          @bmispelon

                          Got it! Did it in my head then verified with an interpreter ๐Ÿ™‚

                          There's nothing weird here. Python executes stuff sequentially, so:

                          - in ๐Ÿ˜„ from a import A
                          - in a: A = 1
                          - in a: from b import *
                          - in b: from a import * (so we have A = 1 in b)
                          - in b: A += 1 (so we have A = 2 in b)
                          - in a: finishing previous import, so we now have A = 2 in a
                          - in ๐Ÿ˜„ finishing previous import, so we now have A = 2 in C
                          - in ๐Ÿ˜„ print(A) -> 2!

                          pawamoy@fosstodon.orgP 1 Reply Last reply
                          0
                          • bmispelon@mastodon.socialB bmispelon@mastodon.social

                            @jonafato Interesting suggestion for a fix! What happens then if all the `from ... import *` are replaced by `from ... import A`?

                            jonafato@mastodon.socialJ This user is from outside of this forum
                            jonafato@mastodon.socialJ This user is from outside of this forum
                            jonafato@mastodon.social
                            wrote last edited by
                            #17

                            @bmispelon That would result in the same original behavior, since `__all__` controls the import behavior of `*` but not of individual variables (though I think I have seen projects that allow you to turn that kind of thing into an error via name mangling or some other hack under the hood).

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                            • pawamoy@fosstodon.orgP pawamoy@fosstodon.org

                              @bmispelon

                              Got it! Did it in my head then verified with an interpreter ๐Ÿ™‚

                              There's nothing weird here. Python executes stuff sequentially, so:

                              - in ๐Ÿ˜„ from a import A
                              - in a: A = 1
                              - in a: from b import *
                              - in b: from a import * (so we have A = 1 in b)
                              - in b: A += 1 (so we have A = 2 in b)
                              - in a: finishing previous import, so we now have A = 2 in a
                              - in ๐Ÿ˜„ finishing previous import, so we now have A = 2 in C
                              - in ๐Ÿ˜„ print(A) -> 2!

                              pawamoy@fosstodon.orgP This user is from outside of this forum
                              pawamoy@fosstodon.orgP This user is from outside of this forum
                              pawamoy@fosstodon.org
                              wrote last edited by
                              #18

                              @bmispelon by the way I'm not sure to understand why the circular import works. I think Python has special handling for some cases where it's able to tell the circular import is "safe" somehow (like "a is almost finished, there's only * to import from b", meaning b can import from a again, and when b is finisehd a is updated again with any symbols declared in b). Tried to find an actual answer in the past but didn't find anything. Maybe should read the sources!

                              pawamoy@fosstodon.orgP 1 Reply Last reply
                              0
                              • pawamoy@fosstodon.orgP pawamoy@fosstodon.org

                                @bmispelon by the way I'm not sure to understand why the circular import works. I think Python has special handling for some cases where it's able to tell the circular import is "safe" somehow (like "a is almost finished, there's only * to import from b", meaning b can import from a again, and when b is finisehd a is updated again with any symbols declared in b). Tried to find an actual answer in the past but didn't find anything. Maybe should read the sources!

                                pawamoy@fosstodon.orgP This user is from outside of this forum
                                pawamoy@fosstodon.orgP This user is from outside of this forum
                                pawamoy@fosstodon.org
                                wrote last edited by
                                #19

                                @bmispelon OK no it's much simpler, module a is simply partially initialized. By the time b imports it, it's not re-executed since it exists in sys.modules, and b imports every existing (yet) symbols within A. from a import A would work too.

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                                • bmispelon@mastodon.socialB bmispelon@mastodon.social

                                  @treyhunner Tagging you on this since it might qualify as a #Pythonoddity

                                  treyhunner@mastodon.socialT This user is from outside of this forum
                                  treyhunner@mastodon.socialT This user is from outside of this forum
                                  treyhunner@mastodon.social
                                  wrote last edited by
                                  #20

                                  @bmispelon This is absolutely a Python oddity. I guessed incorrectly. I understand why I guessed incorrectly now that I look back at the code... I'm not sure any Python oddity has stress testeded my mental model of Python's import system as much as this one.

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                                  • bmispelon@mastodon.socialB bmispelon@mastodon.social

                                    Can someone explain this #Python import behavior?
                                    I'm in a directory with 3 files:

                                    a.py contains `A = 1; from b import *`
                                    b.py contains `from a import *; A += 1`
                                    c.py contains `from a import A; print(A)`

                                    Can you guess and explain what happens when you run `python c.py`?

                                    stylus@social.afront.orgS This user is from outside of this forum
                                    stylus@social.afront.orgS This user is from outside of this forum
                                    stylus@social.afront.org
                                    wrote last edited by
                                    #21

                                    @bmispelon

                                    $ echo 'A = 1; print("A1"); from b import A; print("A2")' > a.py
                                    $ echo 'print("B1"); from a import A; print("B2"); A += 1' > b.py
                                    $ python -c 'from a import A; print(A)'
                                    A1
                                    B1
                                    B2
                                    A2
                                    2

                                    I added several prints so that it's possible to tell what order code is executed, and changed import * to import A because I think it improves clarity without changing the behavior.

                                    • The main program runs
                                    • It encounters an import of a so it starts executing the content of a.py in a newly created a module
                                    • It sets A.a=1 via the assignment statement in a.py
                                    • It encounters an import of b so it starts executing the content of b.py in a newly created b module
                                    • It sets b.A=1 by from...import
                                    • It adds 1 to b.A so that b.A is now equal to 2
                                    • Execution reaches the end of b.py so it returns to a.py
                                    • a.py sets a.A to 2 by from...import
                                    • Execution reaches the end of a.py so it returns to the main program.
                                    • The main program sets __main__.A to 2 by from ...import
                                    • The value of A is printed (2)
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