Implement resumable GA4 imports to work around rate limiting (#4049)

* Add support for resuming import to GA4 importer

* Handle rate limiting gracefully for all remainig GA4 HTTP requests

* Show notice tooltip for long running imports

* Bump resume job schedule delay to 65 minutes

* Fix tooltip styling

lib/oban_error_reporter.ex

@@ -48,7 +48,7 @@ defmodule ObanErrorReporter do
     site_import = Plausible.Repo.get(Plausible.Imported.SiteImport, import_id)
 
     if site_import do
-      Plausible.Workers.ImportAnalytics.import_fail(site_import)
+      Plausible.Workers.ImportAnalytics.import_fail(site_import, [])
     end
   end
 

lib/plausible/google/ga4/api.ex

@@ -71,17 +71,20 @@ defmodule Plausible.Google.GA4.API do
     GA4.HTTP.get_analytics_end_date(access_token, property)
   end
 
-  def import_analytics(date_range, property, auth, persist_fn) do
+  def import_analytics(date_range, property, auth, opts) do
+    persist_fn = Keyword.fetch!(opts, :persist_fn)
+    resume_opts = Keyword.get(opts, :resume_opts, [])
+
     Logger.debug(
       "[#{inspect(__MODULE__)}:#{property}] Starting import from #{date_range.first} to #{date_range.last}"
     )
 
     with {:ok, access_token} <- Google.API.maybe_refresh_token(auth) do
-      do_import_analytics(date_range, property, access_token, persist_fn)
+      do_import_analytics(date_range, property, access_token, persist_fn, resume_opts)
     end
   end
 
-  defp do_import_analytics(date_range, property, access_token, persist_fn) do
+  defp do_import_analytics(date_range, property, access_token, persist_fn, [] = _resume_opts) do
     Enum.reduce_while(GA4.ReportRequest.full_report(), :ok, fn report_request, :ok ->
       Logger.debug(
         "[#{inspect(__MODULE__)}:#{property}] Starting to import #{report_request.dataset}"
@@ -96,6 +99,36 @@ defmodule Plausible.Google.GA4.API do
     end)
   end
 
+  defp do_import_analytics(date_range, property, access_token, persist_fn, resume_opts) do
+    dataset = Keyword.fetch!(resume_opts, :dataset)
+    offset = Keyword.fetch!(resume_opts, :offset)
+
+    GA4.ReportRequest.full_report()
+    |> Enum.drop_while(&(&1.dataset != dataset))
+    |> Enum.reduce_while(:ok, fn report_request, :ok ->
+      Logger.debug(
+        "[#{inspect(__MODULE__)}:#{property}] Starting to import #{report_request.dataset}"
+      )
+
+      request_offset =
+        if report_request.dataset == dataset do
+          offset
+        else
+          0
+        end
+
+      report_request =
+        report_request
+        |> prepare_request(date_range, property, access_token)
+        |> Map.put(:offset, request_offset)
+
+      case fetch_and_persist(report_request, persist_fn: persist_fn) do
+        :ok -> {:cont, :ok}
+        {:error, _} = error -> {:halt, error}
+      end
+    end)
+  end
+
   @spec fetch_and_persist(GA4.ReportRequest.t(), Keyword.t()) ::
           :ok | {:error, term()}
   def fetch_and_persist(%GA4.ReportRequest{} = report_request, opts \\ []) do
@@ -124,6 +157,9 @@ defmodule Plausible.Google.GA4.API do
           :ok
         end
 
+      {:error, {:rate_limit_exceeded, details}} ->
+        {:error, {:rate_limit_exceeded, details}}
+
       {:error, cause} ->
         if attempt >= @max_attempts do
           Logger.debug(

lib/plausible/google/ga4/http.ex

@@ -54,6 +54,16 @@ defmodule Plausible.Google.GA4.HTTP do
          {:ok, report} <- convert_to_maps(report) do
       {:ok, {report, row_count}}
     else
+      {:error, %{reason: %{status: 429, body: body}}} ->
+        Logger.debug(
+          "[#{inspect(__MODULE__)}:#{report_request.property}] Request failed for #{report_request.dataset} due to exceeding rate limit."
+        )
+
+        Sentry.Context.set_extra_context(%{ga_response: %{body: body, status: 429}})
+
+        {:error,
+         {:rate_limit_exceeded, dataset: report_request.dataset, offset: report_request.offset}}
+
       {:error, %{reason: %{status: status, body: body}}} ->
         Logger.debug(
           "[#{inspect(__MODULE__)}:#{report_request.property}] Request failed for #{report_request.dataset} with code #{status}: #{inspect(body)}"
@@ -137,6 +147,9 @@ defmodule Plausible.Google.GA4.HTTP do
       {:ok, %Finch.Response{body: body, status: 200}} ->
         {:ok, body}
 
+      {:error, %HTTPClient.Non200Error{reason: %{status: 429}}} ->
+        {:error, :rate_limit_exceeded}
+
       {:error, %HTTPClient.Non200Error{} = error} when error.reason.status in [401, 403] ->
         {:error, :authentication_failed}
 
@@ -158,6 +171,9 @@ defmodule Plausible.Google.GA4.HTTP do
       {:ok, %Finch.Response{body: body, status: 200}} ->
         {:ok, body}
 
+      {:error, %HTTPClient.Non200Error{reason: %{status: 429}}} ->
+        {:error, :rate_limit_exceeded}
+
       {:error, %HTTPClient.Non200Error{} = error} when error.reason.status in [401, 403] ->
         {:error, :authentication_failed}
 
@@ -224,6 +240,9 @@ defmodule Plausible.Google.GA4.HTTP do
 
         {:ok, date}
 
+      {:error, %HTTPClient.Non200Error{reason: %{status: 429}}} ->
+        {:error, :rate_limit_exceeded}
+
       {:error, %HTTPClient.Non200Error{} = error} when error.reason.status in [401, 403] ->
         {:error, :authentication_failed}
 

lib/plausible/imported/google_analytics4.ex

@@ -5,6 +5,9 @@ defmodule Plausible.Imported.GoogleAnalytics4 do
 
   use Plausible.Imported.Importer
 
+  alias Plausible.Imported
+  alias Plausible.Repo
+
   @missing_values ["(none)", "(not set)", "(not provided)", "(other)"]
 
   @impl true
@@ -17,6 +20,31 @@ defmodule Plausible.Imported.GoogleAnalytics4 do
   def email_template(), do: "google_analytics_import.html"
 
   @impl true
+  def before_start(site_import, opts) do
+    site_import = Repo.preload(site_import, :site)
+
+    if import_id = Keyword.get(opts, :resume_from_import_id) do
+      if existing_site_import = Imported.get_import(site_import.site, import_id) do
+        Repo.delete!(site_import)
+        {:ok, existing_site_import}
+      else
+        # NOTE: shouldn't happen under normal circumsatnces
+        {:error, {:no_import_to_resume, import_id}}
+      end
+    else
+      {:ok, site_import}
+    end
+  end
+
+  @impl true
+  def parse_args(%{"resume_from_dataset" => dataset, "resume_from_offset" => offset} = args) do
+    args
+    |> Map.drop(["resume_from_dataset", "resume_from_offset"])
+    |> parse_args()
+    |> Keyword.put(:dataset, dataset)
+    |> Keyword.put(:offset, offset)
+  end
+
   def parse_args(
         %{"property" => property, "start_date" => start_date, "end_date" => end_date} = args
       ) do
@@ -57,8 +85,47 @@ defmodule Plausible.Imported.GoogleAnalytics4 do
       Plausible.Imported.Buffer.insert_many(buffer, table, records)
     end
 
+    resume_opts = Keyword.take(opts, [:dataset, :offset])
+
     try do
-      Plausible.Google.GA4.API.import_analytics(date_range, property, auth, persist_fn)
+      result =
+        Plausible.Google.GA4.API.import_analytics(date_range, property, auth,
+          persist_fn: persist_fn,
+          resume_opts: resume_opts
+        )
+
+      case result do
+        {:error, {:rate_limit_exceeded, details}} ->
+          site_import = Repo.preload(site_import, [:site, :imported_by])
+          dataset = Keyword.fetch!(details, :dataset)
+          offset = Keyword.fetch!(details, :offset)
+          {access_token, refresh_token, token_expires_at} = auth
+
+          resume_import_opts = [
+            property: property,
+            label: property,
+            start_date: date_range.first,
+            end_date: date_range.last,
+            access_token: access_token,
+            refresh_token: refresh_token,
+            token_expires_at: token_expires_at,
+            resume_from_import_id: site_import.id,
+            resume_from_dataset: dataset,
+            resume_from_offset: offset,
+            job_opts: [schedule_in: {65, :minutes}, unique: nil]
+          ]
+
+          new_import(
+            site_import.site,
+            site_import.imported_by,
+            resume_import_opts
+          )
+
+          {:error, :rate_limit_exceeded, skip_purge?: true, skip_mark_failed?: true}
+
+        other ->
+          other
+      end
     after
       Plausible.Imported.Buffer.flush(buffer)
       Plausible.Imported.Buffer.stop(buffer)

lib/plausible/imported/importer.ex

@@ -27,10 +27,15 @@ defmodule Plausible.Imported.Importer do
     used for updating site import struct and is passed to `on_success/2` callback.
     Please note that error tuple should be only returned on errors that can't be
     recovered from. For transient errors, the import should throw an exception or
-    simply crash.
-  * `before_start/1` - Optional callback run right before scheduling import job. It's
-    expected to either return `:ok` for the import to proceed or `{:error, ...}` tuple,
-    which will be returned from `new_import/3` call.
+    simply crash. The error tuple has an alternative `{error, reason, opts}` form,
+    where `opts` allow to skip purging imported data so far via `skip_purge?` flag
+    and skip marking the import as failed and notifying the user via `skip_mark_failed?`
+    flag. Both flags are booleans.
+  * `before_start/2` - Optional callback run right before scheduling import job. It's
+    expected to either return `{:ok, site_import}` for the import to proceed
+    or `{:error, ...}` tuple, which will be returned from `new_import/3` call.
+    The `site_import` can be altered or replaced at this stage. The second argument
+    are opts passed to `new_import/3`.
   * `on_success/2` - Optional callback run once site import is completed. Receives map
     returned from `import_data/2`. Expected to always return `:ok`.
   * `on_failure/1` - Optional callback run when import job fails permanently.
@@ -99,8 +104,9 @@ defmodule Plausible.Imported.Importer do
   @callback label() :: String.t()
   @callback email_template() :: String.t()
   @callback parse_args(map()) :: Keyword.t()
-  @callback import_data(SiteImport.t(), Keyword.t()) :: :ok | {:error, any()}
-  @callback before_start(SiteImport.t()) :: :ok | {:ok, map()} | {:error, any()}
+  @callback import_data(SiteImport.t(), Keyword.t()) ::
+              :ok | {:error, any()} | {:error, any(), Keyword.t()}
+  @callback before_start(SiteImport.t(), Keyword.t()) :: {:ok, SiteImport.t()} | {:error, any()}
   @callback on_success(SiteImport.t(), map()) :: :ok
   @callback on_failure(SiteImport.t()) :: :ok
 
@@ -109,13 +115,13 @@ defmodule Plausible.Imported.Importer do
       @behaviour Plausible.Imported.Importer
 
       @spec new_import(Plausible.Site.t(), Plausible.Auth.User.t(), Keyword.t()) ::
-              {:ok, Oban.Job.t()} | {:error, Ecto.Changeset.t() | :import_in_progress}
+              {:ok, Oban.Job.t()} | {:error, Ecto.Changeset.t() | :import_in_progress | any()}
       def new_import(site, user, opts) do
-        Plausible.Imported.Importer.new_import(name(), site, user, opts, &before_start/1)
+        Plausible.Imported.Importer.new_import(name(), site, user, opts, &before_start/2)
       end
 
       @doc false
-      @spec run_import(SiteImport.t(), map()) :: :ok | {:error, :any}
+      @spec run_import(SiteImport.t(), map()) :: {:ok, SiteImport.t()} | {:error, :any}
       def run_import(site_import, args) do
         Plausible.Imported.Importer.run_import(
           site_import,
@@ -140,7 +146,7 @@ defmodule Plausible.Imported.Importer do
       end
 
       @impl true
-      def before_start(_site_import), do: :ok
+      def before_start(site_import, _opts), do: {:ok, site_import}
 
       @impl true
       def on_success(_site_import, _extra_data), do: :ok
@@ -148,7 +154,7 @@ defmodule Plausible.Imported.Importer do
       @impl true
       def on_failure(_site_import), do: :ok
 
-      defoverridable before_start: 1, on_success: 2, on_failure: 1
+      defoverridable before_start: 2, on_success: 2, on_failure: 1
     end
   end
 
@@ -167,7 +173,7 @@ defmodule Plausible.Imported.Importer do
         |> Repo.insert()
 
       with {:ok, site_import} <- result,
-           :ok <- before_start_fun.(site_import),
+           {:ok, site_import} <- before_start_fun.(site_import, opts),
            {:ok, job} <- schedule_job(site_import, opts) do
         job
       else
@@ -195,7 +201,10 @@ defmodule Plausible.Imported.Importer do
         {:ok, mark_complete(site_import, extra_data, on_success_fun)}
 
       {:error, error} ->
-        {:error, error}
+        {:error, error, []}
+
+      {:error, error, opts} ->
+        {:error, error, opts}
     end
   end
 
@@ -222,6 +231,7 @@ defmodule Plausible.Imported.Importer do
 
   defp schedule_job(site_import, opts) do
     {listen?, opts} = Keyword.pop(opts, :listen?, false)
+    {job_opts, opts} = Keyword.pop(opts, :job_opts, [])
 
     if listen? do
       :ok = listen()
@@ -231,7 +241,7 @@ defmodule Plausible.Imported.Importer do
       opts
       |> Keyword.put(:import_id, site_import.id)
       |> Map.new()
-      |> Plausible.Workers.ImportAnalytics.new()
+      |> Plausible.Workers.ImportAnalytics.new(job_opts)
       |> Oban.insert()
     else
       {:error, :import_in_progress}

lib/plausible/imported/noop_importer.ex

@@ -24,10 +24,10 @@ defmodule Plausible.Imported.NoopImporter do
   def import_data(_site_import, _opts), do: :ok
 
   @impl true
-  def before_start(site_import) do
+  def before_start(site_import, _opts) do
     send(self(), {:before_start, site_import.id})
 
-    :ok
+    {:ok, site_import}
   end
 
   @impl true

lib/plausible_web/components/billing/plan_box.ex

@@ -217,7 +217,7 @@ defmodule PlausibleWeb.Components.Billing.PlanBox do
       class="h-0 text-center text-sm text-red-700 dark:text-red-500 disabled-message"
     >
       <%= if @exceeded_plan_limits != [] do %>
-        <PlausibleWeb.Components.Generic.tooltip>
+        <PlausibleWeb.Components.Generic.tooltip class="text-sm text-red-700 dark:text-red-500 mt-1 justify-center">
           <%= @disabled_message %>
           <:tooltip_content>
             Your usage exceeds the following limit(s):<br /><br />

lib/plausible_web/components/generic.ex

@@ -318,25 +318,27 @@ defmodule PlausibleWeb.Components.Generic do
     """
   end
 
+  attr :wrapper_class, :any, default: ""
+  attr :class, :any, default: ""
   slot :inner_block, required: true
   slot :tooltip_content, required: true
 
   def tooltip(assigns) do
     ~H"""
-    <div x-data="{sticky: false, hovered: false}" class="tooltip-wrapper relative">
+    <div x-data="{sticky: false, hovered: false}" class={["tooltip-wrapper relative", @wrapper_class]}>
       <p
         x-on:click="sticky = true; hovered = true"
         x-on:click.outside="sticky = false; hovered = false"
         x-on:mouseover="hovered = true"
         x-on:mouseout="hovered = false"
-        class="cursor-pointer text-sm text-red-700 dark:text-red-500 mt-1 flex justify-center align-items-center"
+        class={["cursor-pointer flex align-items-center", @class]}
       >
         <%= render_slot(@inner_block) %>
         <Heroicons.information_circle class="w-5 h-5 ml-2" />
       </p>
       <span
         x-show="hovered || sticky"
-        class="bg-gray-900 pointer-events-none absolute bottom-10 margin-x-auto left-10 right-10 transition-opacity p-4 rounded text-white"
+        class="bg-gray-900 pointer-events-none absolute bottom-10 margin-x-auto left-10 right-10 transition-opacity p-4 rounded text-sm text-white"
       >
         <%= render_slot(List.first(@tooltip_content)) %>
       </span>

lib/plausible_web/controllers/google_analytics_controller.ex

@@ -79,6 +79,14 @@ defmodule PlausibleWeb.GoogleAnalyticsController do
           layout: {PlausibleWeb.LayoutView, "focus.html"}
         )
 
+      {:error, :rate_limit_exceeded} ->
+        conn
+        |> put_flash(
+          :error,
+          "Google Analytics rate limit has been exceeded. Please try again later."
+        )
+        |> redirect(external: redirect_route)
+
       {:error, :authentication_failed} ->
         conn
         |> put_flash(
@@ -153,6 +161,14 @@ defmodule PlausibleWeb.GoogleAnalyticsController do
 
         property_or_view_form(conn, params)
 
+      {:error, :rate_limit_exceeded} ->
+        conn
+        |> put_flash(
+          :error,
+          "Google Analytics rate limit has been exceeded. Please try again later."
+        )
+        |> redirect(external: redirect_route)
+
       {:error, :authentication_failed} ->
         conn
         |> put_flash(
@@ -211,6 +227,14 @@ defmodule PlausibleWeb.GoogleAnalyticsController do
           layout: {PlausibleWeb.LayoutView, "focus.html"}
         )
 
+      {:error, :rate_limit_exceeded} ->
+        conn
+        |> put_flash(
+          :error,
+          "Google Analytics rate limit has been exceeded. Please try again later."
+        )
+        |> redirect(external: redirect_route)
+
       {:error, :authentication_failed} ->
         conn
         |> put_flash(

lib/plausible_web/live/imports_exports_settings.ex

@@ -27,7 +27,9 @@ defmodule PlausibleWeb.Live.ImportsExportsSettings do
       |> assign_new(:site_imports, fn %{site: site} ->
         site
         |> Imported.list_all_imports()
-        |> Enum.map(&%{site_import: &1, live_status: &1.status})
+        |> Enum.map(
+          &%{site_import: &1, live_status: &1.status, tooltip: notice_label(&1, &1.status)}
+        )
       end)
       |> assign_new(:pageview_counts, fn %{site: site} ->
         Plausible.Stats.Clickhouse.imported_pageview_counts(site)
@@ -120,34 +122,42 @@ defmodule PlausibleWeb.Live.ImportsExportsSettings do
     <ul :if={not Enum.empty?(@site_imports)}>
       <li :for={entry <- @site_imports} class="py-4 flex items-center justify-between space-x-4">
         <div class="flex flex-col">
-          <p class="text-sm leading-5 font-medium text-gray-900 dark:text-gray-100">
+          <div class="flex items-center text-sm leading-5 font-medium text-gray-900 dark:text-gray-100">
             <Heroicons.clock
               :if={entry.live_status == SiteImport.pending()}
-              class="inline-block h-6 w-5 text-indigo-600 dark:text-green-600"
+              class="block h-6 w-5 text-indigo-600 dark:text-green-600"
             />
             <.spinner
               :if={entry.live_status == SiteImport.importing()}
-              class="inline-block h-6 w-5 text-indigo-600 dark:text-green-600"
+              class="block h-6 w-5 text-indigo-600 dark:text-green-600"
             />
             <Heroicons.check
               :if={entry.live_status == SiteImport.completed()}
-              class="inline-block h-6 w-5 text-indigo-600 dark:text-green-600"
+              class="block h-6 w-5 text-indigo-600 dark:text-green-600"
             />
             <Heroicons.exclamation_triangle
               :if={entry.live_status == SiteImport.failed()}
-              class="inline-block h-6 w-5 text-red-700 dark:text-red-700"
+              class="block h-6 w-5 text-red-700 dark:text-red-700"
             />
-            <span :if={entry.live_status == SiteImport.failed()}>
+            <div :if={entry.live_status == SiteImport.failed()}>
               Import failed -
-            </span>
+            </div>
+            <.tooltip :if={entry.tooltip} wrapper_class="ml-2 grow" class="justify-left">
               <%= Plausible.Imported.SiteImport.label(entry.site_import) %>
-            <span :if={entry.live_status == SiteImport.completed()} class="text-xs font-normal">
+              <:tooltip_content>
+                <.notice_message message_label={entry.tooltip} />
+              </:tooltip_content>
+            </.tooltip>
+            <div :if={!entry.tooltip} class="ml-2">
+              <%= Plausible.Imported.SiteImport.label(entry.site_import) %>
+            </div>
+            <div :if={entry.live_status == SiteImport.completed()} class="text-xs font-normal ml-1">
               (<%= PlausibleWeb.StatsView.large_number_format(
                 pageview_count(entry.site_import, @pageview_counts)
               ) %> page views)
-            </span>
-          </p>
-          <p class="text-sm leading-5 text-gray-500 dark:text-gray-200">
+            </div>
+          </div>
+          <div class="text-sm leading-5 text-gray-500 dark:text-gray-200">
             From <%= format_date(entry.site_import.start_date) %> to <%= format_date(
               entry.site_import.end_date
             ) %>
@@ -157,7 +167,7 @@ defmodule PlausibleWeb.Live.ImportsExportsSettings do
               (started
             <% end %>
             on <%= format_date(entry.site_import.inserted_at) %>)
-          </p>
+          </div>
         </div>
         <.button
           data-to={"/#{URI.encode_www_form(@site.domain)}/settings/forget-import/#{entry.site_import.id}"}
@@ -216,10 +226,30 @@ defmodule PlausibleWeb.Live.ImportsExportsSettings do
             "transient_fail" -> SiteImport.importing()
           end
 
-        {%{entry | live_status: new_status}, true}
+        {%{entry | live_status: new_status, tooltip: notice_label(entry.site_import, new_status)},
+         true}
 
       entry, changed? ->
         {entry, changed?}
     end)
   end
+
+  defp notice_label(site_import, status) do
+    now = NaiveDateTime.utc_now()
+    seconds_since_update = NaiveDateTime.diff(now, site_import.updated_at, :second)
+    in_progress? = status in [SiteImport.pending(), SiteImport.importing()]
+
+    if in_progress? and seconds_since_update >= 300 do
+      :slow_import
+    end
+  end
+
+  defp notice_message(%{message_label: :slow_import} = assigns) do
+    ~H"""
+    The import process might be taking longer due to the amount of data
+    and rate limiting enforced by Google Analytics.
+    """
+  end
+
+  defp notice_message(_), do: nil
 end

lib/workers/import_analytics.ex

@@ -32,7 +32,7 @@ defmodule Plausible.Workers.ImportAnalytics do
 
         :ok
 
-      {:error, error} ->
+      {:error, error, error_opts} ->
         Sentry.capture_message("Failed to import from #{site_import.source}",
           extra: %{
             import_id: site_import.id,
@@ -41,7 +41,7 @@ defmodule Plausible.Workers.ImportAnalytics do
           }
         )
 
-        import_fail(site_import)
+        import_fail(site_import, error_opts)
 
         {:discard, error}
     end
@@ -72,9 +72,15 @@ defmodule Plausible.Workers.ImportAnalytics do
     Importer.notify(site_import, :transient_fail)
   end
 
-  def import_fail(site_import) do
-    Plausible.Purge.delete_imported_stats!(site_import)
+  def import_fail(site_import, opts) do
+    skip_purge? = Keyword.get(opts, :skip_purge?, false)
+    skip_mark_failed? = Keyword.get(opts, :skip_mark_failed?, false)
 
+    if not skip_purge? do
+      Plausible.Purge.delete_imported_stats!(site_import)
+    end
+
+    if not skip_mark_failed? do
       import_api = ImportSources.by_name(site_import.source)
 
       site_import =
@@ -87,4 +93,5 @@ defmodule Plausible.Workers.ImportAnalytics do
       PlausibleWeb.Email.import_failure(site_import, site_import.imported_by)
       |> Plausible.Mailer.send()
     end
+  end
 end

test/plausible/imported/google_analytics4_test.exs

@@ -1,5 +1,6 @@
 defmodule Plausible.Imported.GoogleAnalytics4Test do
   use PlausibleWeb.ConnCase, async: true
+  use Oban.Testing, repo: Plausible.Repo
 
   import Mox
   import Ecto.Query, only: [from: 2]
@@ -134,6 +135,106 @@ defmodule Plausible.Imported.GoogleAnalytics4Test do
       assert_os_versions(conn, breakdown_params)
       assert_active_visitors(site_import)
     end
+
+    test "handles rate limiting gracefully", %{user: user, site: site} do
+      future = DateTime.add(DateTime.utc_now(), 3600, :second)
+
+      {:ok, job} =
+        Plausible.Imported.GoogleAnalytics4.new_import(
+          site,
+          user,
+          label: "properties/123456",
+          property: "properties/123456",
+          start_date: ~D[2024-01-01],
+          end_date: ~D[2024-01-31],
+          access_token: "redacted_access_token",
+          refresh_token: "redacted_refresh_token",
+          token_expires_at: DateTime.to_iso8601(future)
+        )
+
+      site_import = Plausible.Imported.get_import(site, job.args.import_id)
+
+      opts = job |> Repo.reload!() |> Map.get(:args) |> GoogleAnalytics4.parse_args()
+
+      opts = Keyword.put(opts, :flush_interval_ms, 10)
+
+      expect(Plausible.HTTPClient.Mock, :post, fn _url, headers, _body, _opts ->
+        assert [{"Authorization", "Bearer redacted_access_token"}] == headers
+        {:ok, %Finch.Response{status: 200, body: List.first(@full_report_mock)}}
+      end)
+
+      expect(Plausible.HTTPClient.Mock, :post, fn _url, headers, _body, _opts ->
+        assert [{"Authorization", "Bearer redacted_access_token"}] == headers
+
+        {:error,
+         Plausible.HTTPClient.Non200Error.new(%Finch.Response{
+           status: 429,
+           body: "Rate limit exceeded"
+         })}
+      end)
+
+      assert {:error, :rate_limit_exceeded, skip_purge?: true, skip_mark_failed?: true} =
+               GoogleAnalytics4.import_data(site_import, opts)
+
+      in_65_minutes = DateTime.add(DateTime.utc_now(), 3900, :second)
+
+      assert_enqueued(
+        worker: Plausible.Workers.ImportAnalytics,
+        args: %{resume_from_import_id: site_import.id},
+        scheduled_at: {in_65_minutes, delta: 10}
+      )
+
+      [%{args: resume_args}, _] = all_enqueued()
+
+      resume_opts = GoogleAnalytics4.parse_args(resume_args)
+      resume_opts = Keyword.put(resume_opts, :flush_interval_ms, 10)
+      site_import = Repo.reload!(site_import)
+
+      Enum.each(Plausible.Imported.tables(), fn table ->
+        count =
+          case table do
+            "imported_visitors" -> 31
+            "imported_sources" -> 0
+            "imported_pages" -> 0
+            "imported_entry_pages" -> 0
+            "imported_exit_pages" -> 0
+            "imported_locations" -> 0
+            "imported_devices" -> 0
+            "imported_browsers" -> 0
+            "imported_operating_systems" -> 0
+          end
+
+        query = from(imported in table, where: imported.site_id == ^site.id)
+        assert await_clickhouse_count(query, count)
+      end)
+
+      for report <- tl(@full_report_mock) do
+        expect(Plausible.HTTPClient.Mock, :post, fn _url, headers, _body, _opts ->
+          assert [{"Authorization", "Bearer redacted_access_token"}] == headers
+          {:ok, %Finch.Response{status: 200, body: report}}
+        end)
+      end
+
+      assert :ok = GoogleAnalytics4.import_data(site_import, resume_opts)
+
+      Enum.each(Plausible.Imported.tables(), fn table ->
+        count =
+          case table do
+            "imported_sources" -> 210
+            "imported_visitors" -> 31
+            "imported_pages" -> 3340
+            "imported_entry_pages" -> 2934
+            "imported_exit_pages" -> 0
+            "imported_locations" -> 2291
+            "imported_devices" -> 93
+            "imported_browsers" -> 233
+            "imported_operating_systems" -> 1068
+          end
+
+        query = from(imported in table, where: imported.site_id == ^site.id)
+        assert await_clickhouse_count(query, count)
+      end)
+    end
   end
 
   defp assert_active_visitors(site_import) do

test/plausible_web/controllers/google_analytics_controller_test.exs

@@ -79,6 +79,37 @@ defmodule PlausibleWeb.GoogleAnalyticsControllerTest do
       assert response =~ "GA4 - Google Merch Shop (properties/213025502)"
     end
 
+    test "redirects to imports and exports on rate limit error with flash error", %{
+      conn: conn,
+      site: site
+    } do
+      expect(
+        Plausible.HTTPClient.Mock,
+        :get,
+        fn _url, _opts ->
+          {:error, %HTTPClient.Non200Error{reason: %{status: 429, body: "rate limit exceeded"}}}
+        end
+      )
+
+      conn =
+        conn
+        |> get("/#{site.domain}/import/google-analytics/property-or-view", %{
+          "access_token" => "token",
+          "refresh_token" => "foo",
+          "expires_at" => "2022-09-22T20:01:37.112777"
+        })
+
+      assert redirected_to(conn, 302) ==
+               PlausibleWeb.Router.Helpers.site_path(
+                 conn,
+                 :settings_imports_exports,
+                 site.domain
+               )
+
+      assert Phoenix.Flash.get(conn.assigns.flash, :error) =~
+               "Google Analytics rate limit has been exceeded. Please try again later."
+    end
+
     test "redirects to imports and exports on auth error with flash error", %{
       conn: conn,
       site: site
@@ -416,6 +447,39 @@ defmodule PlausibleWeb.GoogleAnalyticsControllerTest do
                "We were unable to retrieve information from Google Analytics"
     end
 
+    test "redirects to imports and exports on rate limiting with flash error",
+         %{
+           conn: conn,
+           site: site
+         } do
+      expect(
+        Plausible.HTTPClient.Mock,
+        :post,
+        fn _url, _opts, _params ->
+          {:error, %HTTPClient.Non200Error{reason: %{status: 429, body: "rate limit exceeded"}}}
+        end
+      )
+
+      conn =
+        conn
+        |> post("/#{site.domain}/import/google-analytics/property-or-view", %{
+          "property_or_view" => "properties/428685906",
+          "access_token" => "token",
+          "refresh_token" => "foo",
+          "expires_at" => "2022-09-22T20:01:37.112777"
+        })
+
+      assert redirected_to(conn, 302) ==
+               PlausibleWeb.Router.Helpers.site_path(
+                 conn,
+                 :settings_imports_exports,
+                 site.domain
+               )
+
+      assert Phoenix.Flash.get(conn.assigns.flash, :error) =~
+               "Google Analytics rate limit has been exceeded. Please try again later."
+    end
+
     test "redirects to imports and exports on expired authentication with flash error",
          %{
            conn: conn,
@@ -600,6 +664,41 @@ defmodule PlausibleWeb.GoogleAnalyticsControllerTest do
                "We were unable to retrieve information from Google Analytics"
     end
 
+    test "redirects to imports and exports on rate limiting with flash error",
+         %{
+           conn: conn,
+           site: site
+         } do
+      expect(
+        Plausible.HTTPClient.Mock,
+        :get,
+        fn _url, _params ->
+          {:error, %HTTPClient.Non200Error{reason: %{status: 429, body: "rate limit exceeded"}}}
+        end
+      )
+
+      conn =
+        conn
+        |> get("/#{site.domain}/import/google-analytics/confirm", %{
+          "property_or_view" => "properties/428685906",
+          "access_token" => "token",
+          "refresh_token" => "foo",
+          "expires_at" => "2022-09-22T20:01:37.112777",
+          "start_date" => "2024-02-22",
+          "end_date" => "2024-02-26"
+        })
+
+      assert redirected_to(conn, 302) ==
+               PlausibleWeb.Router.Helpers.site_path(
+                 conn,
+                 :settings_imports_exports,
+                 site.domain
+               )
+
+      assert Phoenix.Flash.get(conn.assigns.flash, :error) =~
+               "Google Analytics rate limit has been exceeded. Please try again later."
+    end
+
     test "redirects to imports and exports on expired authentication with flash error",
          %{
            conn: conn,

test/plausible_web/controllers/site_controller_test.exs

@@ -722,6 +722,28 @@ defmodule PlausibleWeb.SiteControllerTest do
       conn = get(conn, "/#{site.domain}/settings/imports-exports")
       refute html_response(conn, 200) =~ "No new imports can be started"
     end
+
+    test "displays notice when import in progress is running for over 5 minutes", %{
+      conn: conn,
+      site: site
+    } do
+      six_minutes_ago = NaiveDateTime.add(NaiveDateTime.utc_now(), -360)
+
+      _site_import1 = insert(:site_import, site: site, status: SiteImport.completed())
+
+      _site_import2 =
+        insert(:site_import,
+          site: site,
+          status: SiteImport.importing(),
+          updated_at: six_minutes_ago
+        )
+
+      conn = get(conn, "/#{site.domain}/settings/imports-exports")
+      response = html_response(conn, 200)
+      assert response =~ "No new imports can be started"
+      assert response =~ "The import process might be taking longer due to the amount of data"
+      assert response =~ "and rate limiting enforced by Google Analytics"
+    end
   end
 
   describe "GET /:website/settings/integrations for self-hosting" do