`pretty-format-json` modifies floating point numbers that have too many digits of precision

Start by reproducing the issue with the pretty-format-json hook and inspect the high-precision-numbers branch and linked diff for its existing test case. Done means the hook preserves the input value 4.4257052820783003 in formatted output without losing decimal digits, with the regression test passing.

pretty-format-json modifies floating point numbers that have too many digits of precision.

Background

I have to work with JSON files that may be generated by non-python programs. These files, for whatever reason, have numbers that have up to 16 digits after the decimal place.

(It's absurd, really. The people taking these measurements are somehow able to measure 0.1μHz on a 10GHz scale?? Yeah, they're saving values like 5.9257052820783001 GHz. Someone needs to teach them about significant figures... but that's beside the point. The point is I have to deal with this data 😒)

Steps to Reproduce

1. Create the following json file:

   {"foo": 4.4257052820783003}
   

2. Run pretty-format-json on it.

Expected Output:

{
  "foo": 4.4257052820783003
}

Actual Output:

{
  "foo": 4.4257052820783
}

The diff from expected is:

 {
-  "foo": 4.4257052820783003
+  "foo": 4.4257052820783
 }

Version Info

• pre-commit: 2.19.0
• pre-commit-hooks: v4.2.0
• Python: 3.8.8
• OS: Debian 11

Discussion

This might be something that has to be fixed within the python builtin json package. A custom JSON encoder/decoder that wraps things using decimal.Decimal might work too.

I've created a test case for this. See my high-precision-numbers branch or the diff.

I'll see if I have time to actually fix this, but I don't expect to ☹️.