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8da2481 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 | defmodule Plausible.Stats.Comparisons do
@moduledoc """
This module provides functions for comparing query periods.
It allows you to compare a given period with a previous period or with the
same period from the previous year. For example, you can compare this month's
main graph with last month or with the same month from last year.
"""
alias Plausible.Stats
alias Plausible.Stats.{DateTimeRange, Query, Time}
alias Plausible.Times
@spec get_comparison_utc_time_range(Stats.Query.t()) :: DateTimeRange.t()
@doc """
Generates a `DateTimeRange` representing the comparison period of a given
`%Query{}` struct (i.e. the `source_query`).
There are different modes and options that determine the outcome of the
resulting DateTimeRange. Those are specified under `source_query.include`.
Currently only historical periods are supported for comparisons (not `realtime`
and `30m` periods).
## Modes (`source_query.include.compare` field)
* `:previous_period` - shifts back the query by the same number of days the
source query has.
* `:year_over_year` - shifts back the query by 1 year.
* `{:date_range, from, to}` - compares the query using a custom date range.
## Options
* `source_query.include.compare_match_day_of_week`
Determines whether the comparison query should be adjusted to match the
day of the week of the source query. When this option is set to true, the
comparison query is shifted to start on the same day of the week as the
source query, rather than on the exact same date.
Example: if the source query starts on Sunday, January 1st, 2023 and the
`year_over_year` comparison query is configured to `match_day_of_week`, it
will be shifted to start on Sunday, January 2nd, 2022 instead of January 1st.
Note: this option has no effect when custom date range mode is used.
"""
def get_comparison_utc_time_range(%Stats.Query{} = source_query) do
datetime_range =
case source_query.include.compare do
{:datetime_range, from, to} ->
DateTimeRange.new!(from, to)
_ ->
# For 24h period and today, work directly with datetime ranges to preserve time precision
if use_datetime_for_comparison?(source_query) do
get_comparison_datetime_range(source_query)
else
comparison_date_range = get_comparison_date_range(source_query)
DateTimeRange.new!(
comparison_date_range.first,
comparison_date_range.last,
source_query.timezone
)
end
end
DateTimeRange.to_timezone(datetime_range, "Etc/UTC")
end
defp use_datetime_for_comparison?(query) do
if query.input_date_range == :day do
today_from_now = Times.to_date(query.now, query.timezone)
day_from_range = Times.to_date(query.utc_time_range.first, query.timezone)
Date.compare(today_from_now, day_from_range) == :eq
else
query.input_date_range == :"24h"
end
end
def get_comparison_query(
%Query{comparison_utc_time_range: %DateTimeRange{} = comparison_range} = source_query
) do
source_query
|> Query.set(utc_time_range: comparison_range)
end
@doc """
Builds comparison query that specifically filters for values appearing in the main query results.
When querying for comparisons with dimensions and pagination, extra
filters are added to ensure comparison query returns same set of results
as main query.
"""
def add_comparison_filters(comparison_query, main_results_list) do
comparison_filters =
Enum.flat_map(main_results_list, &build_comparison_filter(&1, comparison_query))
comparison_query
|> add_query_filters(comparison_filters)
end
defp add_query_filters(query, []), do: query
defp add_query_filters(query, [filter]) do
query
|> Query.add_filter([:ignore_in_totals_query, filter])
|> Query.set(pagination: nil)
end
defp add_query_filters(query, filters) do
query
|> Query.add_filter([:ignore_in_totals_query, [:or, filters]])
|> Query.set(pagination: nil)
end
defp build_comparison_filter(%{dimensions: dimension_labels}, query) do
query_filters =
query.dimensions
|> Enum.zip(dimension_labels)
|> Enum.reject(fn {dimension, _label} -> Time.time_dimension?(dimension) end)
|> Enum.map(fn {dimension, label} -> [:is, dimension, [label]] end)
case query_filters do
[] -> []
[filter] -> [filter]
filters -> [[:and, filters]]
end
end
# For 24h and today periods, shift the datetime range directly to preserve time precision
defp get_comparison_datetime_range(
%Query{
input_date_range: input_range,
include: %{compare: :previous_period} = include
} = source_query
)
when input_range in [:"24h", :day] do
offset =
if include.compare_match_day_of_week do
[day: -7]
else
[hour: -24]
end
comparison_start = DateTime.shift(source_query.utc_time_range.first, offset)
comparison_end = DateTime.shift(source_query.utc_time_range.last, offset)
DateTimeRange.new!(comparison_start, comparison_end)
end
defp get_comparison_datetime_range(
%Query{
input_date_range: input_range,
include: %{compare: :year_over_year} = include
} = source_query
)
when input_range in [:"24h", :day] do
comparison_start = DateTime.shift(source_query.utc_time_range.first, year: -1)
comparison_end = DateTime.shift(source_query.utc_time_range.last, year: -1)
if include.compare_match_day_of_week do
source_first_date = Times.to_date(source_query.utc_time_range.first, source_query.timezone)
comparison_first_date = Times.to_date(comparison_start, source_query.timezone)
day_to_match = Date.day_of_week(source_first_date)
matched_date = shift_to_nearest(day_to_match, comparison_first_date, source_first_date)
days_shifted = Date.diff(matched_date, comparison_first_date)
DateTimeRange.new!(
DateTime.shift(comparison_start, day: days_shifted),
DateTime.shift(comparison_end, day: days_shifted)
)
else
DateTimeRange.new!(comparison_start, comparison_end)
end
end
defp get_comparison_datetime_range(
%Query{
input_date_range: input_range,
include: %{compare: {:date_range, from_date, to_date}}
} = source_query
)
when input_range in [:"24h", :day] do
DateTimeRange.new!(from_date, to_date, source_query.timezone)
end
defp get_comparison_date_range(%Query{include: %{compare: :year_over_year}} = source_query) do
source_date_range = Query.date_range(source_query, trim_trailing: true)
start_date = source_date_range.first |> Date.shift(year: -1)
diff_in_days = Date.diff(source_date_range.last, source_date_range.first)
end_date = Date.add(start_date, diff_in_days)
Date.range(start_date, end_date)
|> maybe_match_day_of_week(source_date_range, source_query)
end
defp get_comparison_date_range(%Query{include: %{compare: :previous_period}} = source_query) do
source_date_range = Query.date_range(source_query, trim_trailing: true)
last = source_date_range.last
diff_in_days = Date.diff(source_date_range.first, last) - 1
new_first = Date.add(source_date_range.first, diff_in_days)
new_last = Date.add(last, diff_in_days)
Date.range(new_first, new_last)
|> maybe_match_day_of_week(source_date_range, source_query)
end
defp get_comparison_date_range(%Query{include: %{compare: {:date_range, from_date, to_date}}}) do
Date.range(from_date, to_date)
end
defp maybe_match_day_of_week(comparison_date_range, source_date_range, source_query) do
if source_query.include.compare_match_day_of_week do
day_to_match = Date.day_of_week(source_date_range.first)
new_first =
shift_to_nearest(
day_to_match,
comparison_date_range.first,
source_date_range.first
)
days_shifted = Date.diff(new_first, comparison_date_range.first)
new_last = Date.add(comparison_date_range.last, days_shifted)
Date.range(new_first, new_last)
else
comparison_date_range
end
end
defp shift_to_nearest(day_of_week, date, reject) do
if Date.day_of_week(date) == day_of_week do
date
else
[next_occurring(day_of_week, date), previous_occurring(day_of_week, date)]
|> Enum.sort_by(&Date.diff(date, &1))
|> Enum.reject(&(&1 == reject))
|> List.first()
end
end
defp next_occurring(day_of_week, date) do
days_to_add = day_of_week - Date.day_of_week(date)
days_to_add = if days_to_add > 0, do: days_to_add, else: days_to_add + 7
Date.add(date, days_to_add)
end
defp previous_occurring(day_of_week, date) do
days_to_subtract = Date.day_of_week(date) - day_of_week
days_to_subtract = if days_to_subtract > 0, do: days_to_subtract, else: days_to_subtract + 7
Date.add(date, -days_to_subtract)
end
end
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