Created
July 29, 2021 07:36
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from typing import Union, Callable | |
import types | |
# 3p libraries | |
from dateutil.relativedelta import relativedelta # type: ignore | |
from visidata import Sheet, Column, SettableColumn, asyncthread, vd # type: ignore | |
import pandas as pd # type: ignore | |
def get_frequency(column: Column, | |
f: Union[str, Callable], | |
column_name: str): | |
sheet = column.sheet | |
current_index = sheet.cursorColIndex | |
frequency_column = SettableColumn(column_name) | |
sheet.addColumn(frequency_column, | |
index=current_index + 1) | |
for r in sheet.rows: | |
value = r.get(column.name) | |
if isinstance(f, types.FunctionType): | |
value = f(pd.Period(value)) | |
elif value: | |
value = pd.Period(value, freq=f) | |
frequency_column.setValue(r, value) | |
@Column.api | |
@asyncthread | |
def quarter(column: Column): | |
get_frequency(column, f='Q', column_name='quarter') | |
@Column.api | |
@asyncthread | |
def year(column: Column): | |
get_frequency(column, f='Y', column_name='year') | |
@Column.api | |
@asyncthread | |
def week(column: Column): | |
get_frequency(column, f='W', column_name='week') | |
@Column.api | |
@asyncthread | |
def day(column: Column): | |
get_frequency(column, | |
f=lambda x: x.strftime('%A'), | |
column_name='day') | |
@Column.api | |
@asyncthread | |
def period(column: Column): | |
get_frequency(column, | |
f=lambda x: x, | |
column_name='period') | |
@Column.api | |
def diff(column: Column): | |
sheet = column.sheet | |
column_names = [x.name for x in sheet.columns] | |
def to_datetime(value): | |
return (pd.Period(value) | |
.to_timestamp() | |
.to_pydatetime() | |
.replace(second=0, microsecond=0) | |
if value else None) | |
def completer(value, state): | |
options = [x for x in column_names if x.startswith(value)] | |
return options[state % len(options)] if options else None | |
input_column = vd.input('date: ', completer=completer) | |
if input_column not in column_names: | |
return None | |
diff_column = SettableColumn('diff') | |
diff_seconds_column = SettableColumn('diff_total_seconds', type=int) | |
index = sheet.cursorColIndex + 1 | |
sheet.addColumn(diff_column, index=index) | |
sheet.addColumn(diff_seconds_column, index=index) | |
for r in sheet.rows: | |
a = to_datetime(r.get(column.name)) | |
b = to_datetime(r.get(input_column)) | |
if a and b: | |
diff = relativedelta(a, b) | |
diff_str = f'{diff.years} years(s), {diff.months} month(s), {diff.days} day(s)' | |
diff_seconds = (a - b).total_seconds() | |
diff_column.setValue(r, diff_str) | |
diff_seconds_column.setValue(r, diff_seconds) | |
# we'll use @ as the prefix since that's the key vd uses to force a date type | |
Sheet.addCommand(None, '@day', 'cursorCol.day()') | |
Sheet.addCommand(None, '@diff', 'cursorCol.diff()') | |
Sheet.addCommand(None, '@period', 'cursorCol.period()') | |
Sheet.addCommand(None, '@quarter', 'cursorCol.quarter()') | |
Sheet.addCommand(None, '@week', 'cursorCol.week()') | |
Sheet.addCommand(None, '@year', 'cursorCol.year()') |
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