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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`?

    _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).

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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.

                                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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