Add experimental machine learning
This commit is contained in:
Machine Learning
committed by
Javi Martín
Javi Martín
parent
c8d8fae98d
commit
4d27bbebad
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<div class="tabs-panel machine-learning-help" id="help">
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<h3><%= t("admin.machine_learning.help.title_1") %></h3>
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<p><%= t("admin.machine_learning.help.description_1") %></p>
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<h3><%= t("admin.machine_learning.help.title_2") %></h3>
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<p><%= t("admin.machine_learning.help.description_2") %></p>
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<h3><%= t("admin.machine_learning.help.title_3") %></h3>
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<p><%= t("admin.machine_learning.help.description_3") %></p>
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<h3><%= t("admin.machine_learning.help.title_4") %></h3>
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<ul>
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<li><%= t("admin.machine_learning.help.description_4") %></li>
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<li><%= sanitize(t("admin.machine_learning.help.description_4b")) %></li>
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<li><%= sanitize(t("admin.machine_learning.help.description_4c")) %></li>
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<li><%= sanitize(t("admin.machine_learning.help.description_4d")) %></li>
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<li><%= sanitize(t("admin.machine_learning.help.description_4e")) %></li>
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<li><%= t("admin.machine_learning.help.description_4f") %></li>
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<li><%= sanitize(t("admin.machine_learning.help.description_4g")) %></li>
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</ul>
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<h3><%= t("admin.machine_learning.help.title_5") %></h3>
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<p><%= t("admin.machine_learning.help.description_5") %></p>
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<code><%= instructions %></code>
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</div>
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17
app/components/admin/machine_learning/help_component.rb
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17
app/components/admin/machine_learning/help_component.rb
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class Admin::MachineLearning::HelpComponent < ApplicationComponent
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private
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def instructions
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<<~INSTRUCTIONS
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sudo apt update
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sudo apt install software-properties-common
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sudo add-apt-repository ppa:deadsnakes/ppa
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sudo apt install python3.7
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sudo update-alternatives --install /usr/bin/python python /usr/bin/python3.7 1
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curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
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python get-pip.py
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sudo update-alternatives --install /usr/bin/pip pip /home/deploy/.local/bin/pip3.7 1
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pip install pandas
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INSTRUCTIONS
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end
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end
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@@ -0,0 +1,63 @@
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<div class="tabs-panel is-active machine-learning-scripts" id="scripts">
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<% if machine_learning_job.errored? %>
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<div class="callout alert">
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<p>
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<strong><%= t("admin.machine_learning.notice.error") %></strong>
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</p>
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<dl>
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<dt><%= t("admin.machine_learning.executed_by") %></dt>
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<dd><%= machine_learning_job.user.name %></dd>
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<dt><%= t("admin.machine_learning.script_name") %></dt>
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<dd><%= machine_learning_job.script %></dd>
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<dt><%= t("admin.machine_learning.error") %></dt>
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<dd><%= sanitize(machine_learning_job.error) %></dd>
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</dl>
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</div>
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<% elsif machine_learning_job.finished? %>
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<div class="callout success">
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<strong><%= t("admin.machine_learning.notice.success") %></strong>
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</div>
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<% elsif machine_learning_job.started? %>
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<div class="callout warning">
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<p>
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<strong><%= t("admin.machine_learning.notice.working") %></strong>
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</p>
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<dl>
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<dt><%= t("admin.machine_learning.executed_by") %></dt>
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<dd><%= machine_learning_job.user.name %></dd>
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<dt><%= t("admin.machine_learning.script_name") %></dt>
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<dd><%= machine_learning_job.script %></dd>
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<dt><%= t("admin.machine_learning.started_at") %></dt>
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<dd><%= machine_learning_job.started_at %></dd>
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</dl>
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</div>
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<% end %>
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<% if machine_learning_job.running_for_too_long? %>
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<%= button_to t("admin.machine_learning.cancel"),
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cancel_admin_machine_learning_path,
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method: :delete, class: "cancel",
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data: { confirm: t("admin.machine_learning.cancel_alert") } %>
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<% elsif machine_learning_job.errored? || !machine_learning_job.started? || machine_learning_job.finished? %>
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<%= form_tag execute_admin_machine_learning_path, method: :post do %>
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<label for="script"><%= t("admin.machine_learning.select_script") %></label>
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<%= select_tag "script", options_for_select(script_select_options) %>
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<div id="script_descriptions">
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<% scripts_info.each_with_index do |script_info, index| %>
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<div id="<%= script_info[:name] %>" class="help-text">
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<%= sanitize(script_info[:description]) %>
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</div>
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<% end %>
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</div>
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<%= submit_tag t("admin.machine_learning.execute_script") %>
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<% end %>
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<% end %>
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</div>
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17
app/components/admin/machine_learning/scripts_component.rb
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17
app/components/admin/machine_learning/scripts_component.rb
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class Admin::MachineLearning::ScriptsComponent < ApplicationComponent
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attr_reader :machine_learning_job
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def initialize(machine_learning_job)
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@machine_learning_job = machine_learning_job
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end
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private
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def script_select_options
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scripts_info.map { |info| [info[:name], { "aria-describedby": info[:name] }] }
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end
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def scripts_info
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@scripts_info ||= ::MachineLearning.scripts_info
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end
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end
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<div class="card machine-learning-setting" id="<%= dom_id(setting) %>">
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<div class="card-divider">
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<h3 id="machine_learning_<%= kind %>"><%= t("admin.machine_learning.#{kind}") %></h3>
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</div>
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<div class="card-section">
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<p id="machine_learning_<%= kind %>_description"><%= t("admin.machine_learning.#{kind}_description") %></p>
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<% if ml_info.present? %>
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<%= form_for(setting, url: admin_setting_path(setting), method: :put) do |f| %>
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<%= f.hidden_field :tab, value: "#settings", id: "setting_tab_#{kind}" %>
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<%= f.hidden_field :value, value: (setting.enabled? ? "" : "active"), id: "setting_value_#{kind}" %>
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<%= f.button(t("shared.#{setting.enabled? ? "yes" : "no"}"),
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"aria-labelledby": "machine_learning_#{kind}",
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"aria-describedby": "machine_learning_#{kind}_description",
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"aria-pressed": setting.enabled?) %>
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<% end %>
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<dl class="callout success">
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<dt><strong><%= t("admin.machine_learning.last_execution") %></strong></dt>
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<dd>
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<strong><%= render Admin::DateRangeComponent.new(ml_info.generated_at, ml_info.updated_at) %></strong>
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</dd>
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<dt><%= t("admin.machine_learning.executed_script") %></dt>
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<dd><%= ml_info.script %></dd>
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<dt><%= t("admin.machine_learning.output_files") %></dt>
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<dd>
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<% filenames.each do |filename| %>
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<a href="<%= data_path(filename) %>" target="_blank"><%= filename %></a><br>
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<% end %>
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</dd>
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</dl>
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<% else %>
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<div class="callout secondary">
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<%= t("admin.machine_learning.no_content") %>
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</div>
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<% end %>
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</div>
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</div>
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25
app/components/admin/machine_learning/setting_component.rb
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25
app/components/admin/machine_learning/setting_component.rb
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class Admin::MachineLearning::SettingComponent < ApplicationComponent
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attr_reader :kind
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def initialize(kind)
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@kind = kind
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end
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private
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def setting
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@setting ||= Setting.find_by(key: "machine_learning.#{kind}")
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end
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def ml_info
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@ml_info ||= MachineLearningInfo.for(kind)
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end
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def filenames
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::MachineLearning.data_output_files[ml_info.kind.to_sym].sort
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end
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def data_path(filename)
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::MachineLearning.data_path(filename)
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end
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end
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@@ -0,0 +1,15 @@
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<div class="tabs-panel machine-learning-settings" id="settings">
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<div class="settings-management">
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<% script_kinds.each do |kind| %>
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<%= render Admin::MachineLearning::SettingComponent.new(kind) %>
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<% end %>
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</div>
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<div class="callout secondary">
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<p><strong><%= t("admin.machine_learning.data_folder_content") %></strong></p>
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<% filenames.each do |filename| %>
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<a href="<%= data_path(filename) %>" target="_blank"><%= filename %></a><br>
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<% end %>
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</div>
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</div>
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15
app/components/admin/machine_learning/settings_component.rb
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15
app/components/admin/machine_learning/settings_component.rb
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class Admin::MachineLearning::SettingsComponent < ApplicationComponent
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private
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def script_kinds
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@script_kinds ||= ::MachineLearning.script_kinds
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end
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def filenames
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::MachineLearning.data_intermediate_files
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end
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def data_path(filename)
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::MachineLearning.data_path(filename)
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end
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end
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@@ -0,0 +1,39 @@
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<%= header %>
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<% if enabled? %>
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<div class="callout primary experimental-feature">
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<strong><%= sanitize(t("admin.machine_learning.help_text")) %></strong>
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</div>
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<ul class="tabs" data-tabs id="machine_learning_tabs" data-deep-link="true">
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<li class="tabs-title is-active">
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<a href="#scripts">
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<%= t("admin.machine_learning.tab_scripts") %>
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</a>
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</li>
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<li class="tabs-title">
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<a href="#settings">
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<%= t("admin.machine_learning.tab_settings") %>
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</a>
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</li>
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<li class="tabs-title">
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<a href="#help">
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<%= t("admin.machine_learning.tab_help") %>
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</a>
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</li>
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</ul>
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<div class="tabs-content" data-tabs-content="machine_learning_tabs">
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<%= render Admin::MachineLearning::ScriptsComponent.new(machine_learning_job) %>
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<%= render Admin::MachineLearning::SettingsComponent.new %>
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<%= render Admin::MachineLearning::HelpComponent.new %>
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</div>
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<% else %>
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<div class="callout primary">
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<p>
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<%= sanitize(t("admin.machine_learning.feature_disabled",
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link: link_to(t("admin.machine_learning.feature_disabled_link"),
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admin_settings_path(anchor: "tab-feature-flags")))) %>
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</p>
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</div>
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<% end %>
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18
app/components/admin/machine_learning/show_component.rb
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18
app/components/admin/machine_learning/show_component.rb
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class Admin::MachineLearning::ShowComponent < ApplicationComponent
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include Header
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attr_reader :machine_learning_job
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def initialize(machine_learning_job)
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@machine_learning_job = machine_learning_job
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end
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def title
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t("admin.machine_learning.title")
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end
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private
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def enabled?
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::MachineLearning.enabled?
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end
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end
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