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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

    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`?

    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
    #4

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

    treyhunner@mastodon.socialT 1 Reply Last reply
    0
    • 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 *` ?

          1 Reply Last reply
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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:

                    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`?

                      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).

                              1 Reply Last reply
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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.

                                  1 Reply Last reply
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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.

                                    1 Reply Last reply
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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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