Skip to content

W
wendelin
Commit c9a12bfb authored by Ekaterina's avatar Ekaterina
Browse files
Options

erp5_wendelin_tutorial: add test Resample.Data

parent 74a272dc
Show whitespace changes
Inline Side-by-side
Showing with 3816 additions and 0 deletions
bt5/erp5_wendelin_tutorial/PathTemplateItem/test_page_module/wendelin_Tutorial_Resample_Data.html 0 → 100644
View file @ c9a12bfb
<section>
<!--<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td colspan="3">&lt;span metal:use-macro="container/Zuite_viewTestMacroLibrary/macros/init_test_environment"&gt;init&lt;/span&gt;</td>
</tr>
<tr>
<td>openAndWait</td>
<td>${base_url}/Zuite_setUpPersonTest</td>
<td></td>
</tr>
<tr>
<td>verifyTextPresent</td>
<td></td>
</tr>
<tr class="" style="opacity: 1;">
<td colspan="3">&lt;span metal:use-macro="container/Zuite_viewTestMacroLibrary/macros/wait_for_activities"&gt; Wait for activities &lt;/span&gt;</td>
</tr>
<tr class="" style="opacity: 1;">
<td colspan="3">&lt;span metal:use-macro="container/Zuite_viewTestMacroLibrary/macros/login_as_functional_test_user"&gt;Login As Functional Test User&lt;/span&gt;</td>
</tr>
</tbody>
</table>
</test>-->
<h1>Agenda</h1>
<ul>
<li>Create Data Operation</li>
<li>Configure Variation For Data Product</li>
<li>Create Data Product</li>
<li>Create Transformation Script</li>
<li>Create Data Transformation</li>
<li>See Data Analysis</li>
<li>See&nbsp;Data Array</li>
</ul>
<details open="">
<p>&nbsp;</p>
<p>This tutorial teaches how to create more&nbsp;sophisticated Data Transformation -&nbsp;resampling.&nbsp;</p>
<p>Before doing this tutorial make sure you read and completed the following tutorial and have data in your wendelin instance:</p>
<ul>
<li><a href="wendelin-Tutorial.Transform.Data">HowTo Transform&nbsp;Data</a>&nbsp;</li>
</ul>
<p>The general&nbsp;pipeline&nbsp;is exactly the same as in the previous tutorial.</p>
<p>&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Data Operation</h1>
<img alt="" src="wendelin-Data.Operation.1?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Open your Wendelin dashboard.&nbsp;</p>
<p>In Modules click on Data Operations Module</p>
</details>
</section>
<section class="screenshot">
<h1>Add Data Operation</h1>
<img alt="" src="wendelin-Data.Operation.2?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on <strong>Add</strong> to add a new Data Operation.</p>
</details>
</section>
<section class="screenshot">
<h1>Add Data Operation</h1>
<img alt="" src="wendelin-Data.Operation.3?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click <strong>Proceed</strong> to continue.</p>
</details>
</section>
<section class="screenshot">
<h1>Fill the Form</h1>
<img alt="" src="wendelin-Data.Resampling.1?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Fill the form to create Data Operation.</p>
<p><strong>Title&nbsp;</strong>-&nbsp; we name it&nbsp;<strong>Resample Raw Array All</strong></p>
<p><strong>Reference&nbsp;</strong>&nbsp;-&nbsp;<strong>data-operation-resample-raw-array-all&nbsp;</strong></p>
<p><strong>Script ID&nbsp;</strong>-&nbsp;<strong>DataAnalysisLine_resampleRawArrayAll</strong>:&nbsp;this script will do all the magic. It doesn&#39;t exist yet, we will create it later in this tutorial.&nbsp;</p>
<p>At the don&#39;t forget to Save the changes.</p>
</details>
</section>
<section class="screenshot">
<h1>Validate</h1>
<img alt="" src="wendelin-Data.Resampling.2?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on Validate on left side panel to validate Data Operation.</p>
</details>
</section>
<section class="screenshot">
<h1>Confirm Validation</h1>
<img alt="" src="wendelin-Data.Resampling.3?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click <strong>Proceed</strong> to confirm validation.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>openAndWait</td>
<td>${base_url}/web_site_module/default_wendelin_front/</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'data_operation_module')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'data_operation_module')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resample Raw Array All</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>data-operation-resample-raw-array-all</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_version"]</td>
<td>001</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_script_id"]</td>
<td>DataAnalysisLine_resampleRawArrayAll</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="subfield_field_my_quantity_unit_list_default:list"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section>
<h1>Data Product Variation</h1>
<img alt="" src="wendelin-Data.Resampling.System.Pref.Screenshot?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Before creating Data Product we want to add a variation of Data product called Resolution.&nbsp;</p>
<p>Navigate to page called Portal Preferences by clicking on&nbsp;<strong>Preferences&nbsp;</strong>on the left side panel.&nbsp;&nbsp;</p>
<p>It will redirect you to a page called&nbsp;<strong>Default Site Preferences.&nbsp;</strong></p>
<p>Click on the&nbsp;<strong>Preference: Default Site Preferences&nbsp;</strong>on the top of the page.&nbsp;</p>
<p>&nbsp;</p>
</details>
<p>&nbsp;</p>
</section>
<section>
<h1>Data Product Variation</h1>
<img alt="" src="wendelin-Data.Resampling.4?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>From the list of preferences click on&nbsp;<b>Default System Preferences.</b></p>
<p>&nbsp;</p>
</details>
<p>&nbsp;</p>
</section>
<section>
<h1>Wendelin Preferences</h1>
<img alt="" src="wendelin-Data.Resampling.5?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>On the left side panel click on&nbsp;<strong>Wendelin.</strong></p>
<p>&nbsp;</p>
</details>
</section>
<section>
<h1>Wendelin Preferences Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.6?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Then click on <strong>Editable</strong> on top panel to be able to make changes.</p>
<p>&nbsp;</p>
</details>
</section>
<section>
<h1>Wendelin Preferences Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.7?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Once the page becomes editable, a field called <strong>Data Product Individual Variation</strong> will appear.</p>
<p>From drop down list choose <strong>resolution</strong> and click on <strong>Save</strong> to save the changes.</p>
</details>
</section>
<section>
<h1>Data Product Variation Set</h1>
<img alt="" src="wendelin-Data.Resampling.8?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>New variation for Data Product called resolution is set.</p>
<p>Nest step is to create Data Product for the resampled data and see how we use this new variation.&nbsp;</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=preference')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=preference')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Preference: Default Site Preference"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Preference: Default Site Preference"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[2]//td[1]//a</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//div[@class='document_table']//table//tbody//tr[2]//td[1]//a</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'wendelin_preference')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'wendelin_preference')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_my_preferred_data_product_individual_variation_base_category_list"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_preferred_data_product_individual_variation_base_category_list"]</td>
<td>resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section>
<h1>Data Product</h1>
<img alt="" src="wendelin-new.Interface.add.Data.Product.1.screenshot?format=" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Now we need to create a new Data Product which will the output Data Product of the Transformation.</p>
</details>
</section>
<section>
<h1>Create Data Product</h1>
<img alt="" src="wendelin-Data.Resampling.9?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Create a new Data Product as described in <a href="wendelin-Tutorial.Howto.Create.Data.Product">HowTo Create Data Product</a> tutorial with following values</p>
<p>Title -&nbsp; <strong>Generic Interval Resampled Array</strong></p>
<p>Quantity Unit -&nbsp; <strong>Unit/Piece</strong></p>
<p>Reference -&nbsp;<strong>GENERIC-INTERVAL-RESAMPLED-ARRAY</strong></p>
<p>Item Types</p>
<ul>
<li><strong>Data Array</strong></li>
</ul>
<p>Use</p>
<ul>
<li><strong>Big Data/Ingestion/Stream Ingestion</strong></li>
</ul>
<p>Individual Variation Base Categories</p>
<ul>
<li><strong>resolution</strong></li>
</ul>
</details>
<p>&nbsp;</p>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'data_product_module')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'data_product_module')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Generic Interval Resampled Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="subfield_field_my_quantity_unit_list_default:list"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>GENERIC-INTERVAL-RESAMPLED-ARRAY</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="subfield_field_my_use_list_default:list"]</td>
<td>Big Data/Ingestion/Stream Ingestion</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_individual_variation_base_category_list"]</td>
<td>Resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section>
<h1>Create Data Product Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.10?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>After filling the form save the changes.</p>
<p>As this Data Product will represent our resampled data we will add here Data Product Individual Variations to define the resamplings.</p>
<p>For that, after saving the changes, click on Add button.</p>
</details>
<p>&nbsp;</p>
</section>
<section>
<h1>Create Data Product Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.11?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>For Document Type choose <strong>Product Individual Variation</strong> and click on Create Document.</p>
</details>
<p>&nbsp;</p>
</section>
<section>
<h1>Create Data Product Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.12?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Fill in the title - <strong>60 S</strong> - this means resampling data with 60 seconds resolution.</p>
<p>Save the changes</p>
<p>Repeat this process 3 more times for</p>
<ul>
<li>300 S</li>
<li>3000 S</li>
<li>30000 S</li>
</ul>
</details>
<p>&nbsp;</p>
</section>
<section>
<h1>Create Data Product Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.13?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>It is ready!</p>
<p>Don&#39;t forget to Validate the Data Product.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Product Individual Variation</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>60 S</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_base_category"]</td>
<td>Resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Product Individual Variation</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>300 S</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_base_category"]</td>
<td>Resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Product Individual Variation</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>3000 S</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_base_category"]</td>
<td>Resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Product Individual Variation</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>30000 S</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_base_category"]</td>
<td>Resolution</td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Product Individual Variation:')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Portal Callables</h1>
<img alt="" src="wendelin-Data.Transformation.1?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>After Data Product is created and validated, navigate to page called Portal Callables by adding&nbsp;<strong>/#/portal_callables</strong>&nbsp;at the end of the URL of your wendelin instance.&nbsp;</p>
<p>There we will create and store a python script that will resample data according to resolutions we defined.&nbsp;</p>
<h1>&nbsp;</h1>
</details>
</section>
<section class="screenshot">
<h1>Add Transformation Script</h1>
<img alt="" src="wendelin-Data.Transformation.2?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on Add button to add a new script.</p>
</details>
</section>
<section class="screenshot">
<h1>Add Transformation Script Cont.</h1>
<img alt="" src="wendelin-Data.Transformation.3?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Choose Python Script as Document Type and click on Create Document to create an empty python script.</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form</h1>
<img alt="" src="wendelin-Data.Resampling.14?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Define <strong>ID</strong>, <strong>Title</strong> and <strong>Reference</strong> of your script.</p>
<p>We name it <strong>DataAnalysisLine_resampleRawArrayAll</strong> as we did in Data Operation.</p>
<p>Next we define the parameters we will give to our script.&nbsp;</p>
<p><strong>in_array&nbsp;</strong>- the input dictionary that contains Data Array where raw data is stored after the previous transformation.</p>
<p><strong>out_array&nbsp;</strong>&nbsp;- the output Data Array where resampled data will be stored.&nbsp;</p>
<p>At the end click <strong>Save</strong> to save the changes.</p>
</details>
</section>
<section class="screenshot">
<h1>Transformation Script</h1>
<img alt="" src="wendelin-Data.Resampling.15?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">The script we write in the textbox area at the bottom of the page.</details>
</section>
<section class="screenshot">
<h1>Transformation Script Cont.</h1>
<pre>
<code>
import numpy as np
import pandas as pd
out_array_list = out_array
in_data_array = in_array[&quot;Data Array&quot;]
progress_indicator = in_array[&quot;Progress Indicator&quot;]
in_zbigarray = in_data_array.getArray()
if in_zbigarray is None:
return
if in_zbigarray.shape[0] == 0:
return
# first fill array with lowest resolution
default_data_array = out_array_list[0][&quot;Data Array&quot;]
default_resolution = out_array_list[0][&quot;resolution&quot;]
default_frequency = pd.to_timedelta(default_resolution)
default_zbigarray = default_data_array.getArray()
index = progress_indicator.getIntOffsetIndex()
# convert data to DataFrame
df = pd.DataFrame.from_records(in_zbigarray[index:].copy(), index=&#39;date&#39;)
# ignore data before start date of output array
if default_zbigarray is not None:
if default_zbigarray.shape[0] != 0:
df = df.loc[str(default_zbigarray[0][&#39;date&#39;]):]
if len(df) == 0:
return
# resample
df = df.resample(default_resolution).agg([&#39;min&#39;,&#39;mean&#39;,&#39;max&#39;]).fillna(0)
# rename columns from tuples like (&#39;x&#39;, &#39;min&#39;) to names like &#39;x_min&#39;
df.columns = [&#39;%s%s&#39; % (a, &#39;_%s&#39; % b if b else &#39;&#39;) for a, b in df.columns]
context.log(&quot;df.columns = &quot;, df.columns)
# save date vector for later
date_vector = df.index.values.copy()
context.log(&quot;date_vector = &quot;, date_vector)
# convert data back to ndarray
default_data = df.to_records(convert_datetime64=False)
# view as structured array
# set date to zero where all values are 0
mask_zero = (df==0).all(axis=1)
default_data[&#39;date&#39;][mask_zero] = 0
if default_zbigarray is None:
default_zbigarray = default_data_array.initArray(shape=(0,), dtype=default_data.dtype.fields)
if default_zbigarray.shape[0] == 0:
default_zbigarray.append(default_data)
else:
# calculate start and stop index of new data in output array
default_start_index = int((date_vector[0] - default_zbigarray[0][&#39;date&#39;]) / default_frequency)
default_stop_index = int((date_vector[-1] - default_zbigarray[0][&#39;date&#39;]) / default_frequency + 1)
# make sure data fits in
if default_stop_index &gt; default_zbigarray.shape[0]:
default_zbigarray.resize((default_stop_index,))
# fill holes in new data with values from old data
old_data = default_zbigarray[default_start_index:default_stop_index]
default_data[mask_zero ] = old_data[mask_zero]
# write new_data to zbigarray
default_zbigarray[default_start_index:default_stop_index] = default_data
# now use data in first resolution array for all other arrays
for out_array in out_array_list[1:]:
out_data_array = out_array[&quot;Data Array&quot;]
out_array_resolution = out_array[&quot;resolution&quot;]
out_zbigarray = out_data_array.getArray()
if out_zbigarray is None:
out_zbigarray = out_data_array.initArray(shape=(0,), dtype=default_data.dtype.fields)
if out_zbigarray.shape[0] == 0:
start_index = 0
else:
out_array_frequency = pd.to_timedelta(out_array_resolution)
new_stop_date = default_zbigarray[0][&#39;date&#39;] + default_zbigarray.shape[0] * default_frequency
old_stop_date = out_zbigarray[0][&#39;date&#39;] + out_zbigarray.shape[0] * out_array_frequency
start_date = old_stop_date - out_array_frequency
if old_stop_date &gt;= new_stop_date:
continue
# find row index in in_array from where to start resampling
start_index = int(max((start_date - default_zbigarray[0][&#39;date&#39;]) / default_frequency, 0))
# if we got data which has been already resampled, then we resample again and overwrite
start_index = min(start_index, default_start_index)
data = default_zbigarray[start_index:].copy()
# convert data to DataFrame and resample
df = pd.DataFrame.from_records(data, index=&#39;date&#39;)
# set our own date range index so that we can resample and keep 0-dates
resampling_start_date = default_zbigarray[0][&#39;date&#39;] + start_index * default_frequency
df.index = pd.date_range(start=resampling_start_date,
periods=data.shape[0],
freq=default_frequency)
df.index.name = &#39;date&#39;
# resample each column with appropriate aggregation method
aggregation_dict = {c: c.split(&#39;_&#39;)[-1] for c in df.columns}
df = df.resample(out_array_resolution).agg(aggregation_dict).fillna(0)
# save date vector for later
date_vector = df.index.values.copy()
# convert data back to ndarray
new_data = df.to_records(convert_datetime64=False)
# set date to zero where all values are 0
new_data[&#39;date&#39;][(df==0).all(axis=1)] = 0
if out_zbigarray.shape[0] == 0:
out_zbigarray.append(new_data)
else:
# calculate start and stop index of new data in output array
start_index = int((date_vector[0] - out_zbigarray[0][&#39;date&#39;]) / out_array_frequency)
stop_index = int((date_vector[-1] - out_zbigarray[0][&#39;date&#39;]) / out_array_frequency + 1)
# make sure data fits in
if stop_index &gt; out_zbigarray.shape[0]:
out_zbigarray.resize((stop_index,))
# write new_data to zbigarray
out_zbigarray[start_index:stop_index] = new_data
progress_indicator.setIntOffsetIndex(in_zbigarray.shape[0])
</code>
</pre>
<details open="">
<p>This script takes as an input data from Data Array and resamples it by given rules and writes it to new Data Arrays.</p>
<p>Don&#39;t forget to save the changes after editing the script.&nbsp;</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=portal_callables')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=portal_callables')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Python Script</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_id"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_id"]</td>
<td>DataAnalysisLine_resampleRawArrayAll</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>DataAnalysisLine_resampleRawArrayAll</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>DataAnalysisLine_resampleRawArrayAll</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_parameter_signature"]</td>
<td>in_array={}, out_array=[]</td>
</tr>
<tr>
<td>pause</td>
<td>15000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//div[contains(@data-gadget-url,'gadget_editor.html')]//textarea</td>
<td>import numpy as np
import pandas as pd
out_array_list = out_array
in_data_array = in_array[&quot;Data Array&quot;]
progress_indicator = in_array[&quot;Progress Indicator&quot;]
in_zbigarray = in_data_array.getArray()
if in_zbigarray is None:
return
if in_zbigarray.shape[0] == 0:
return
# first fill array with lowest resolution
default_data_array = out_array_list[0][&quot;Data Array&quot;]
default_resolution = out_array_list[0][&quot;resolution&quot;]
default_frequency = pd.to_timedelta(default_resolution)
default_zbigarray = default_data_array.getArray()
index = progress_indicator.getIntOffsetIndex()
# convert data to DataFrame
df = pd.DataFrame.from_records(in_zbigarray[index:].copy(), index=&#39;date&#39;)
# ignore data before start date of output array
if default_zbigarray is not None:
if default_zbigarray.shape[0] != 0:
df = df.loc[str(default_zbigarray[0][&#39;date&#39;]):]
if len(df) == 0:
return
# resample
df = df.resample(default_resolution).agg([&#39;min&#39;,&#39;mean&#39;,&#39;max&#39;]).fillna(0)
# rename columns from tuples like (&#39;x&#39;, &#39;min&#39;) to names like &#39;x_min&#39;
df.columns = [&#39;%s%s&#39; % (a, &#39;_%s&#39; % b if b else &#39;&#39;) for a, b in df.columns]
context.log(&quot;df.columns = &quot;, df.columns)
# save date vector for later
date_vector = df.index.values.copy()
context.log(&quot;date_vector = &quot;, date_vector)
# convert data back to ndarray
default_data = df.to_records(convert_datetime64=False)
# view as structured array
# set date to zero where all values are 0
mask_zero = (df==0).all(axis=1)
default_data[&#39;date&#39;][mask_zero] = 0
if default_zbigarray is None:
default_zbigarray = default_data_array.initArray(shape=(0,), dtype=default_data.dtype.fields)
if default_zbigarray.shape[0] == 0:
default_zbigarray.append(default_data)
else:
# calculate start and stop index of new data in output array
default_start_index = int((date_vector[0] - default_zbigarray[0][&#39;date&#39;]) / default_frequency)
default_stop_index = int((date_vector[-1] - default_zbigarray[0][&#39;date&#39;]) / default_frequency + 1)
# make sure data fits in
if default_stop_index &gt; default_zbigarray.shape[0]:
default_zbigarray.resize((default_stop_index,))
# fill holes in new data with values from old data
old_data = default_zbigarray[default_start_index:default_stop_index]
default_data[mask_zero ] = old_data[mask_zero]
# write new_data to zbigarray
default_zbigarray[default_start_index:default_stop_index] = default_data
# now use data in first resolution array for all other arrays
for out_array in out_array_list[1:]:
out_data_array = out_array[&quot;Data Array&quot;]
out_array_resolution = out_array[&quot;resolution&quot;]
out_zbigarray = out_data_array.getArray()
if out_zbigarray is None:
out_zbigarray = out_data_array.initArray(shape=(0,), dtype=default_data.dtype.fields)
if out_zbigarray.shape[0] == 0:
start_index = 0
else:
out_array_frequency = pd.to_timedelta(out_array_resolution)
new_stop_date = default_zbigarray[0][&#39;date&#39;] + default_zbigarray.shape[0] * default_frequency
old_stop_date = out_zbigarray[0][&#39;date&#39;] + out_zbigarray.shape[0] * out_array_frequency
start_date = old_stop_date - out_array_frequency
if old_stop_date &gt;= new_stop_date:
continue
# find row index in in_array from where to start resampling
start_index = int(max((start_date - default_zbigarray[0][&#39;date&#39;]) / default_frequency, 0))
# if we got data which has been already resampled, then we resample again and overwrite
start_index = min(start_index, default_start_index)
data = default_zbigarray[start_index:].copy()
# convert data to DataFrame and resample
df = pd.DataFrame.from_records(data, index=&#39;date&#39;)
# set our own date range index so that we can resample and keep 0-dates
resampling_start_date = default_zbigarray[0][&#39;date&#39;] + start_index * default_frequency
df.index = pd.date_range(start=resampling_start_date,
periods=data.shape[0],
freq=default_frequency)
df.index.name = &#39;date&#39;
# resample each column with appropriate aggregation method
aggregation_dict = {c: c.split(&#39;_&#39;)[-1] for c in df.columns}
df = df.resample(out_array_resolution).agg(aggregation_dict).fillna(0)
# save date vector for later
date_vector = df.index.values.copy()
# convert data back to ndarray
new_data = df.to_records(convert_datetime64=False)
# set date to zero where all values are 0
new_data[&#39;date&#39;][(df==0).all(axis=1)] = 0
if out_zbigarray.shape[0] == 0:
out_zbigarray.append(new_data)
else:
# calculate start and stop index of new data in output array
start_index = int((date_vector[0] - out_zbigarray[0][&#39;date&#39;]) / out_array_frequency)
stop_index = int((date_vector[-1] - out_zbigarray[0][&#39;date&#39;]) / out_array_frequency + 1)
# make sure data fits in
if stop_index &gt; out_zbigarray.shape[0]:
out_zbigarray.resize((stop_index,))
# write new_data to zbigarray
out_zbigarray[start_index:stop_index] = new_data
progress_indicator.setIntOffsetIndex(in_zbigarray.shape[0])
</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Transformations</h1>
<img alt="" src="wendelin-Data.Transformation.7?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>After your transformation script is ready, it&#39;s time to create Data Transformation.</p>
<p>On Modules page click on Data Transformations.</p>
</details>
</section>
<section class="screenshot">
<h1>Add Data Transformation</h1>
<img alt="" src="wendelin-Data.Resampling.16?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on Add to add a new Data Transformation.</p>
</details>
</section>
<section class="screenshot">
<h1>Create Data Transformation</h1>
<img alt="" src="wendelin-Data.Transformation.9?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on Create Document to continue.</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form</h1>
<img alt="" src="wendelin-Data.Resampling.17?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Chose descriptive title and reference. For example</p>
<p>Title : <strong>Resample Generic Interval Array</strong></p>
<p>Reference : <strong>generic-interval-resample</strong></p>
<p>For Initial Product we choose the Data Product we created in&nbsp;&nbsp;<a href="wendelin-Tutorial.Transform.Data">HowTo Transform&nbsp;Data</a>&nbsp;tutorial.</p>
<p>At the end click Save to save the changes</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'data_transformation_module')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'data_transformation_module')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resample Generic Interval Array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>generic-interval-resample</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Environment Raw Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Transformation Lines</h1>
<img alt="" src="wendelin-Data.Resampling.18?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on add button to add a Data Transformation Line.</p>
</details>
</section>
<section class="screenshot">
<h1>Create Operation Line</h1>
<img alt="" src="wendelin-Data.Transformation.12?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>&nbsp;</p>
<p>Choose <strong>Data Transformation Operation Line&nbsp;</strong>for Document Type and click on Create Document.&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form</h1>
<img alt="" src="wendelin-Data.Resampling.19?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Fill the form with followig values</p>
<p>Title: <strong>Resample Raw Array</strong></p>
<p>reference: <strong>data_operation</strong></p>
<p>Data Operation: put the name of the Data operation that we created at the beginning of this tutorial - <strong>Resample Raw Array All</strong>.</p>
<p>Trade Phase: <strong>Data/Subsample</strong>.</p>
<p>Quantity: <strong>1</strong></p>
<p>Quantity Unit: <strong>Unit/Piece</strong></p>
<p>At the end click on Save to save the changes.&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Back To Data Transformation</h1>
<img alt="" src="wendelin-Data.Resampling.20?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Once needed fields are filled and saved go back to Data Transformations view by clicking on the upper panel.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resample Raw Array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>data_operation</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Resample Raw Array All</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_operation_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_operation_module/')]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>1</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Operation Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Operation Line')]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Transformation Lines</h1>
<img alt="" src="wendelin-Data.Resampling.21?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Add another Data Transformation Line.</p>
</details>
</section>
<section class="screenshot">
<h1>Create Transformation Line</h1>
<img alt="" src="wendelin-Data.Transformation.16?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Now for Document Type choose <strong>Data Transformation Resource Line</strong> and click on <strong>Create Document</strong>.</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form</h1>
<img alt="" src="wendelin-Data.Resampling.22?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Fill the form with following values</p>
<p>Title: <strong>Raw Array</strong></p>
<p>Reference: <strong>in_array</strong></p>
<p>Quantity:&nbsp;<strong>-1</strong></p>
<p>Quantity Unit: <strong>Unit/Piece</strong></p>
<p>Data Product: put the name of the Data Product that we created in <a href="wendelin-Tutorial.Transform.Data">HowTo Transform Data</a>&nbsp;tutorial - <strong>Environment Raw Array</strong></p>
<p>After filling in the Data Product name click Save to save the intermediate changes.&nbsp;</p>
<p>After saving a new field <strong>Item Types&nbsp;</strong>will appear.&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.23?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Continue filling the form as shown on the screenshot</p>
<p>At the end don&#39;t forget to save the changes.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_your_select_action"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Data Transformation Resource Line</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Raw Array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>in_array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Environment Raw Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>-1</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[2]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Progress Indicator</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Add Output Line</h1>
<img alt="" src="wendelin-Data.Resampling.24?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Head back to Data Transformation and add one more Transformation line.</p>
</details>
</section>
<section class="screenshot">
<h1>Create Transformation Line</h1>
<img alt="" src="wendelin-Data.Transformation.16?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Once again&nbsp;for Document Type choose <strong>Data Transformation Resource Line</strong> and click on <strong>Create Document</strong>.</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form</h1>
<img alt="" src="wendelin-Data.Resampling.25?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Fill the form with following values</p>
<p>Title: <strong>Resampled Array (60 Seconds)</strong></p>
<p>Reference: <strong>out_array</strong></p>
<p>Data Product: put the name of the Data Product that we created earlier in this tutorial - <strong>Generic Interval Resampled Array</strong>.</p>
<p>Quantity: <strong>1</strong></p>
<p>Quantity Unit: <strong>Unit/Piece</strong></p>
<p>Then click Save to save the intermediate changes.&nbsp;</p>
<p>After saving a new field <strong>Item Types&nbsp;</strong>will appear.&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Fill The Form Cont.</h1>
<img alt="" src="wendelin-Data.Resampling.26?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Continue filling the form as shown on the screenshot</p>
<p>Item Types: <strong>Data Array</strong></p>
<p>Trade Phase: <strong>Data/Subsample</strong></p>
<p>Use: <strong>Big Data/Ingestion/Stream Ingestion</strong></p>
<p>Default Variation: <strong>Resolution/60 S</strong></p>
<p>At the end don&#39;t forget to save the changes.</p>
<p>&nbsp;</p>
<p><strong>Important:&nbsp;</strong>Create 3 more Data Transformation resource lines with&nbsp;300S, 3000S and 30000S resolutions.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_your_select_action"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Data Transformation Resource Line</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resampled Array (60 Seconds)</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>out_array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Generic Interval Resampled Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>1</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_use"]</td>
<td>Big Data/Ingestion/Stream Ingestion</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_category_list"]</td>
<td>Resolution/60 S</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_your_select_action"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Data Transformation Resource Line</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resampled Array (300 Seconds)</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>out_array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Generic Interval Resampled Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>1</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_use"]</td>
<td>Big Data/Ingestion/Stream Ingestion</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_category_list"]</td>
<td>Resolution/300 S</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_your_select_action"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Data Transformation Resource Line</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resampled Array (3000 Seconds)</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>out_array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Generic Interval Resampled Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>1</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_use"]</td>
<td>Big Data/Ingestion/Stream Ingestion</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_category_list"]</td>
<td>Resolution/3000 S</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[@data-i18n="Add"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//select[@id="field_your_select_action"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_your_select_action"]</td>
<td>Data Transformation Resource Line</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<!--<tr>
<td>waitForElementPresent</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//input[@type="submit" and @name="action_confirm"]</td>
<td></td>
</tr>-->
<tr>
<td>waitForElementPresent</td>
<td>//input[@id="field_my_title"]</td>
<td></td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_title"]</td>
<td>Resampled Array (30000 Seconds)</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_reference"]</td>
<td>out_array</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_resource_title"]</td>
<td>Generic Interval Resampled Array</td>
</tr>
<tr>
<td>fireEvent</td>
<td>//input[@name='field_my_resource_title']</td>
<td>input</td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//li[contains(@data-relative-url,'data_product_module/')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_quantity_unit"]</td>
<td>Unit/Piece</td>
</tr>
<tr>
<td>type</td>
<td>//input[@id="field_my_quantity"]</td>
<td>1</td>
</tr>
<tr>
<td>select</td>
<td>//div[@data-gadget-scope="field_my_aggregated_portal_type_list"]//div//div//div[1]//div//select[@id="field_my_aggregated_portal_type_list"]</td>
<td>Data Array</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_trade_phase"]</td>
<td>Data/Subsample</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_use"]</td>
<td>Big Data/Ingestion/Stream Ingestion</td>
</tr>
<tr>
<td>select</td>
<td>//select[@id="field_my_variation_category_list"]</td>
<td>Resolution/30000 S</td>
</tr>
<tr>
<td>click</td>
<td>//button[@name="submit" and @data-i18n="Save"]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@data-i18n,'Data Transformation Resource Line')]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Transformation</h1>
<img alt="" src="wendelin-Data.Resampling.27?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Head back to Data Transformation.</p>
<p>Now you can see that we have 6 Data Transformation Lines.</p>
<p>The first line defines what operation will be done.&nbsp;</p>
<p>The second line defines on what the operation will be done - the input.</p>
<p>Lines 3 to 6 define the output with different resolutions.</p>
<p>The very&nbsp;last step is to validate the&nbsp;Data Transformation.&nbsp;</p>
<p>Click on Validate on the left side panel to validate the Data Transformation.</p>
</details>
</section>
<section class="screenshot">
<h1>Confirm Validation</h1>
<img alt="" src="wendelin-Data.Resampling.28?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on Validate to confirm the Validation.</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[1]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[1]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[2]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[3]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[4]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[5]</td>
<td></td>
</tr>
<tr>
<td>verifyElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr[6]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'Dvalidate_action')]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//button[@type="submit" and @data-i18n="Proceed"]</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//button[@type="submit" and @class="success"]</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Analysis</h1>
<img alt="" src="wendelin-Data.Transformation.25?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Go to <strong>Data Analyses </strong>module<strong>.</strong></p>
</details>
</section>
<section class="screenshot">
<h1>Data Analysis</h1>
<img alt="" src="wendelin-Data.Resampling.29?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>After few minutes in Data Analysis Module a new Data Analysis called&nbsp;<strong>Resample Generic Interval Array&nbsp;</strong>will appear.&nbsp;</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>350000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'data_analysis_module')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'data_analysis_module')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr//td[1]</td>
<td></td>
</tr>
<tr>
<td>assertTextPresent</td>
<td>Resample Generic Interval Array</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
<section class="screenshot">
<h1>Data Array Module</h1>
<img alt="" src="wendelin-Data.Transformation.27?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Go to Data Array Module to see the data.&nbsp;&nbsp;</p>
</details>
</section>
<section class="screenshot">
<h1>Data Array</h1>
<img alt="" src="wendelin-Data.Resampling.30?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Here we can see 4 newly created Data Arrays with four different resolutions.</p>
<p>Click on one of them to navigate to the array.</p>
</details>
</section>
<section class="screenshot">
<h1>Data Array</h1>
<img alt="" src="wendelin-Data.Resampling.31?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Click on <strong>Preview</strong> to see the data.</p>
<p>Note it might take few minutes (&lt;10) until data appears.</p>
</details>
</section>
<section class="screenshot">
<h1>Data Array</h1>
<img alt="" src="wendelin-Data.Resampling.32?format=" style="font-size: 13px;" title="" type="image/svg+xml" />
<details open="">
<p>Data is here!</p>
</details>
<test>
<table style="display: none;" class="test">
<tbody>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'page=front')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>350000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//a[contains(@href,'data_array_module')]</td>
<td></td>
</tr>
<tr>
<td>click</td>
<td>//a[contains(@href,'data_array_module')]</td>
<td></td>
</tr>
<tr>
<td>pause</td>
<td>3000</td>
<td></td>
</tr>
<tr>
<td>waitForElementPresent</td>
<td>//div[@class='document_table']//table//tbody//tr//td[1]</td>
<td></td>
</tr>
<tr>
<td>assertTextPresent</td>
<td>Resample Generic Interval Array</td>
<td></td>
</tr>
<tr>
<td>assertTextNotPresent</td>
<td>None</td>
<td></td>
</tr>
</tbody>
</table>
</test>
</section>
\ No newline at end of file
bt5/erp5_wendelin_tutorial/PathTemplateItem/test_page_module/wendelin_Tutorial_Resample_Data.xml 0 → 100644
View file @ c9a12bfb
<?xml version="1.0"?>
<ZopeData>
<record id="1" aka="AAAAAAAAAAE=">
<pickle>
<global name="Test Page" module="erp5.portal_type"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_Access_contents_information_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Add_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Change_local_roles_Permission</string> </key>
<value>
<tuple>
<string>Assignor</string>
<string>Manager</string>
</tuple>
</value>
</item>
<item>
<key> <string>_Modify_portal_content_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>_View_Permission</string> </key>
<value>
<tuple>
<string>Assignee</string>
<string>Assignor</string>
<string>Manager</string>
<string>Owner</string>
</tuple>
</value>
</item>
<item>
<key> <string>content_md5</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>content_type</string> </key>
<value> <string>text/html</string> </value>
</item>
<item>
<key> <string>default_reference</string> </key>
<value> <string>wendelin-Tutorial.Resample.Data</string> </value>
</item>
<item>
<key> <string>description</string> </key>
<value> <string>HowTo Resample Data</string> </value>
</item>
<item>
<key> <string>id</string> </key>
<value> <string>wendelin_Tutorial_Resample_Data</string> </value>
</item>
<item>
<key> <string>language</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>portal_type</string> </key>
<value> <string>Test Page</string> </value>
</item>
<item>
<key> <string>short_title</string> </key>
<value> <string>HowTo Resample Data</string> </value>
</item>
<item>
<key> <string>subject</string> </key>
<value>
<tuple>
<string>Wendelin</string>
<string>installation</string>
<string>setup</string>
</tuple>
</value>
</item>
<item>
<key> <string>title</string> </key>
<value> <string>Wendelin - HowTo Resample Data</string> </value>
</item>
<item>
<key> <string>version</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>workflow_history</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAI=</string> </persistent>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="2" aka="AAAAAAAAAAI=">
<pickle>
<global name="PersistentMapping" module="Persistence.mapping"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>data</string> </key>
<value>
<dictionary>
<item>
<key> <string>document_publication_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAM=</string> </persistent>
</value>
</item>
<item>
<key> <string>edit_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAQ=</string> </persistent>
</value>
</item>
<item>
<key> <string>processing_status_workflow</string> </key>
<value>
<persistent> <string encoding="base64">AAAAAAAAAAU=</string> </persistent>
</value>
</item>
</dictionary>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="3" aka="AAAAAAAAAAM=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663784.44</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
<item>
<key> <string>validation_state</string> </key>
<value> <string>draft</string> </value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="4" aka="AAAAAAAAAAQ=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>0.0.0.0</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global id="4.1" name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663784.43</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51884.26722.55432</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663838.79</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51885.20551.33757</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663863.59</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51885.47627.30156</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663912.18</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51886.35155.5393</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604664269.4</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51892.32120.9216</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604668949.23</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.51970.31932.45158</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604671061.47</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.52005.45308.8806</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604671324.72</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.52010.5161.54425</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604672139.79</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.52023.43466.64238</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604672900.92</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.52036.22863.53418</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604673034.3</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
<dictionary>
<item>
<key> <string>action</string> </key>
<value> <string>edit</string> </value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>987.52038.37469.28347</string> </value>
</item>
<item>
<key> <string>state</string> </key>
<value> <string>current</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass> <reference id="4.1"/> </klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604673275.05</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
<record id="5" aka="AAAAAAAAAAU=">
<pickle>
<global name="WorkflowHistoryList" module="Products.ERP5Type.Workflow"/>
</pickle>
<pickle>
<dictionary>
<item>
<key> <string>_log</string> </key>
<value>
<list>
<dictionary>
<item>
<key> <string>action</string> </key>
<value>
<none/>
</value>
</item>
<item>
<key> <string>actor</string> </key>
<value> <string>zope</string> </value>
</item>
<item>
<key> <string>comment</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>error_message</string> </key>
<value> <string></string> </value>
</item>
<item>
<key> <string>external_processing_state</string> </key>
<value> <string>empty</string> </value>
</item>
<item>
<key> <string>serial</string> </key>
<value> <string>0.0.0.0</string> </value>
</item>
<item>
<key> <string>time</string> </key>
<value>
<object>
<klass>
<global name="DateTime" module="DateTime.DateTime"/>
</klass>
<tuple>
<none/>
</tuple>
<state>
<tuple>
<float>1604663784.43</float>
<string>UTC</string>
</tuple>
</state>
</object>
</value>
</item>
</dictionary>
</list>
</value>
</item>
</dictionary>
</pickle>
</record>
</ZopeData>
Markdown is supported
0% or
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment
GitLab Nexedi Edition | About GitLab | About Nexedi | 沪ICP备2021021310号-2 | 沪ICP备2021021310号-7