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61 lines
1.8 KiB
Python
61 lines
1.8 KiB
Python
# Licensed to Elasticsearch B.V under one or more agreements.
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# Elasticsearch B.V licenses this file to you under the Apache 2.0 License.
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# See the LICENSE file in the project root for more information
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"""Script that is used to create the compatibility matrix in the documentation"""
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import re
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import eland
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import pandas
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import inspect
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is_supported = []
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supported_attr = re.compile(
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r"(?:[a-zA-Z0-9][a-zA-Z0-9_]*|__[a-zA-Z0-9][a-zA-Z0-9_]*__)"
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)
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def main():
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for prefix, pd_obj, ed_obj in [
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("ed.DataFrame.", pandas.DataFrame, eland.DataFrame),
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("ed.Series.", pandas.Series, eland.Series),
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]:
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total = 0
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supported = 0
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for attr in sorted(dir(pd_obj), key=lambda x: (x.startswith("__"), x.lower())):
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val = getattr(pd_obj, attr)
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if inspect.isclass(val) or inspect.ismodule(val):
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continue
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total += 1
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suffix = ""
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if inspect.ismethod(val) or inspect.isfunction(val):
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suffix = "()"
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if supported_attr.fullmatch(attr):
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supported += hasattr(ed_obj, attr)
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is_supported.append((prefix + attr + suffix, hasattr(ed_obj, attr)))
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print(
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prefix.rstrip("."),
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f"{supported} / {total} ({100.0 * supported / total:.1f}%)",
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)
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column1_width = max([len(attr) + 1 for attr, _ in is_supported])
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row_delimiter = f"+{'-' * (column1_width + 5)}+------------+"
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print(row_delimiter)
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print(f"| Method or Property{' ' * (column1_width - 15)} | Supported? |")
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print(row_delimiter.replace("-", "="))
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for attr, supported in is_supported:
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print(
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f"| ``{attr}``{' ' * (column1_width - len(attr))}|{' **Yes** ' if supported else ' No '}|"
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)
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print(row_delimiter)
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if __name__ == "__main__":
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main()
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