271 lines
10 KiB
Elixir
271 lines
10 KiB
Elixir
defmodule Plausible.Imported.GoogleAnalytics4 do
|
|
@moduledoc """
|
|
Import implementation for Google Analytics 4.
|
|
"""
|
|
|
|
use Plausible.Imported.Importer
|
|
|
|
@missing_values ["(none)", "(not set)", "(not provided)", "(other)"]
|
|
|
|
@impl true
|
|
def name(), do: :google_analytics_4
|
|
|
|
@impl true
|
|
def label(), do: "Google Analytics 4"
|
|
|
|
@impl true
|
|
def email_template(), do: "google_analytics_import.html"
|
|
|
|
@impl true
|
|
def parse_args(
|
|
%{"property" => property, "start_date" => start_date, "end_date" => end_date} = args
|
|
) do
|
|
start_date = Date.from_iso8601!(start_date)
|
|
end_date = Date.from_iso8601!(end_date)
|
|
date_range = Date.range(start_date, end_date)
|
|
|
|
auth = {
|
|
Map.fetch!(args, "access_token"),
|
|
Map.fetch!(args, "refresh_token"),
|
|
Map.fetch!(args, "token_expires_at")
|
|
}
|
|
|
|
[
|
|
property: property,
|
|
date_range: date_range,
|
|
auth: auth
|
|
]
|
|
end
|
|
|
|
@doc """
|
|
Imports stats from a Google Analytics 4 property to a Plausible site.
|
|
|
|
This function fetches Google Analytics 4 reports which are then passed in batches
|
|
to Clickhouse by the `Plausible.Imported.Buffer` process.
|
|
"""
|
|
@impl true
|
|
def import_data(site_import, opts) do
|
|
date_range = Keyword.fetch!(opts, :date_range)
|
|
property = Keyword.fetch!(opts, :property)
|
|
auth = Keyword.fetch!(opts, :auth)
|
|
flush_interval_ms = Keyword.get(opts, :flush_interval_ms, 1000)
|
|
|
|
{:ok, buffer} = Plausible.Imported.Buffer.start_link(flush_interval_ms: flush_interval_ms)
|
|
|
|
persist_fn = fn table, rows ->
|
|
records = from_report(rows, site_import.site_id, site_import.id, table)
|
|
Plausible.Imported.Buffer.insert_many(buffer, table, records)
|
|
end
|
|
|
|
try do
|
|
Plausible.Google.GA4.API.import_analytics(date_range, property, auth, persist_fn)
|
|
after
|
|
Plausible.Imported.Buffer.flush(buffer)
|
|
Plausible.Imported.Buffer.stop(buffer)
|
|
end
|
|
end
|
|
|
|
def from_report(nil, _site_id, _import_id, _metric), do: nil
|
|
|
|
def from_report(data, site_id, import_id, table) do
|
|
Enum.reduce(data, [], fn row, acc ->
|
|
if Map.get(row.dimensions, "date") in @missing_values do
|
|
acc
|
|
else
|
|
[new_from_report(site_id, import_id, table, row) | acc]
|
|
end
|
|
end)
|
|
end
|
|
|
|
defp parse_number(nr) do
|
|
{float, ""} = Float.parse(nr)
|
|
round(float)
|
|
end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_visitors", row) do
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_sources", row) do
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
source: row.dimensions |> Map.fetch!("sessionSource") |> parse_referrer(),
|
|
referrer: nil,
|
|
# Only `source` exists in GA4 API
|
|
utm_source: nil,
|
|
utm_medium: row.dimensions |> Map.fetch!("sessionMedium") |> default_if_missing(),
|
|
utm_campaign: row.dimensions |> Map.fetch!("sessionCampaignName") |> default_if_missing(),
|
|
utm_content: row.dimensions |> Map.fetch!("sessionManualAdContent") |> default_if_missing(),
|
|
utm_term: row.dimensions |> Map.fetch!("sessionGoogleAdsKeyword") |> default_if_missing(),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_pages", row) do
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
hostname: row.dimensions |> Map.fetch!("hostName") |> String.replace_prefix("www.", ""),
|
|
page: row.dimensions |> Map.fetch!("pagePath") |> URI.parse() |> Map.get(:path),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
active_visitors: row.metrics |> Map.fetch!("activeUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
# NOTE: no exits metric in GA4 API currently
|
|
exits: 0,
|
|
time_on_page: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_entry_pages", row) do
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
entry_page: row.dimensions |> Map.fetch!("landingPage"),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
entrances: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number()
|
|
}
|
|
end
|
|
|
|
# NOTE: no exit pages metrics in GA4 API available for now
|
|
# defp new_from_report(site_id, import_id, "imported_exit_pages", row) do
|
|
# %{
|
|
# site_id: site_id,
|
|
# import_id: import_id,
|
|
# date: get_date(row),
|
|
# exit_page: Map.fetch!(row.dimensions, "exitPage"),
|
|
# visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
# exits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
# visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number(),
|
|
# pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
# bounces: row.metrics |> Map.fetch!("bounces") |> parse_number()
|
|
# }
|
|
# end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_locations", row) do
|
|
country_code = row.dimensions |> Map.fetch!("countryId") |> default_if_missing("")
|
|
city_name = row.dimensions |> Map.fetch!("city") |> default_if_missing("")
|
|
city_data = Location.get_city(city_name, country_code)
|
|
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
country: country_code,
|
|
region: row.dimensions |> Map.fetch!("region") |> default_if_missing(""),
|
|
city: city_data && city_data.id,
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
defp new_from_report(site_id, import_id, "imported_devices", row) do
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
device: row.dimensions |> Map.fetch!("deviceCategory") |> String.capitalize(),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
@browser_google_to_plausible %{
|
|
"User-Agent:Opera" => "Opera",
|
|
"Mozilla Compatible Agent" => "Mobile App",
|
|
"Android Webview" => "Mobile App",
|
|
"Android Browser" => "Mobile App",
|
|
"Safari (in-app)" => "Mobile App",
|
|
"User-Agent: Mozilla" => "Firefox",
|
|
"(not set)" => ""
|
|
}
|
|
|
|
defp new_from_report(site_id, import_id, "imported_browsers", row) do
|
|
browser = Map.fetch!(row.dimensions, "browser")
|
|
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
browser: Map.get(@browser_google_to_plausible, browser, browser),
|
|
# Does not exist in GA4 API
|
|
browser_version: nil,
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
@os_google_to_plausible %{
|
|
"Macintosh" => "Mac",
|
|
"Linux" => "GNU/Linux",
|
|
"(not set)" => ""
|
|
}
|
|
|
|
defp new_from_report(site_id, import_id, "imported_operating_systems", row) do
|
|
os = Map.fetch!(row.dimensions, "operatingSystem")
|
|
|
|
%{
|
|
site_id: site_id,
|
|
import_id: import_id,
|
|
date: get_date(row),
|
|
operating_system: Map.get(@os_google_to_plausible, os, os),
|
|
operating_system_version: row.dimensions |> Map.fetch!("operatingSystemVersion"),
|
|
visitors: row.metrics |> Map.fetch!("totalUsers") |> parse_number(),
|
|
visits: row.metrics |> Map.fetch!("sessions") |> parse_number(),
|
|
pageviews: row.metrics |> Map.fetch!("screenPageViews") |> parse_number(),
|
|
bounces: row.metrics |> Map.fetch!("bounces") |> parse_number(),
|
|
visit_duration: row.metrics |> Map.fetch!("userEngagementDuration") |> parse_number()
|
|
}
|
|
end
|
|
|
|
defp get_date(%{dimensions: %{"date" => date}}) do
|
|
date
|
|
|> Timex.parse!("%Y%m%d", :strftime)
|
|
|> NaiveDateTime.to_date()
|
|
end
|
|
|
|
defp default_if_missing(value, default \\ nil)
|
|
defp default_if_missing(value, default) when value in @missing_values, do: default
|
|
defp default_if_missing(value, _default), do: value
|
|
|
|
defp parse_referrer(nil), do: nil
|
|
defp parse_referrer("(direct)"), do: nil
|
|
defp parse_referrer("google"), do: "Google"
|
|
defp parse_referrer("bing"), do: "Bing"
|
|
defp parse_referrer("duckduckgo"), do: "DuckDuckGo"
|
|
|
|
defp parse_referrer(ref) do
|
|
RefInspector.parse("https://" <> ref)
|
|
|> PlausibleWeb.RefInspector.parse()
|
|
end
|
|
end
|