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+17,23 @@ nodes and scenarios effectively in Taipy. # Cycles -[Cycles](../../../manuals/core/concepts/cycle.md) have been introduced to reflect business -situations companies frequently encounter and can be extremely useful. +Using [Cycles](../../../manuals/core/concepts/cycle.md) allow you to: -For example, a big fast-food chain wants to predict its store sales every week. When they create -a scenario for a particular week, it has to be linked to that specific week. Usually, there will -be just one scenario used for all the scenarios created for a particular week. -This special 'official' scenario is called the 'Primary' scenario in Taipy. +- Share variables between scenarios in the same time frame -Note that Cycles can be ignored entirely if the business problem has no time frequency. +For example, if I have three sales prediction scenarios for the month of June, I do +not have to duplicate the data for each scenario. I can share the June sales data +between the three scenarios. -## Advantages of Cycles: +- Better organize the data nodes in your application -- **Time-Based Organization:** Cycles facilitate the organization and analysis of scenarios over - specific periods. +![Data Node Selector](data_node_selector.png){ width=30% style="margin:auto;display:block;border: 4px solid rgb(210,210,210);border-radius:7px" } -- **Primary Scenario Identification:** Cycles allow the designation of a primary scenario for - reference or official analysis. -- **Enhanced Data Consistency:** - They ensure data and parameter consistency across scenarios linked to a specific time period. +Here we have a single month_data node for all scenarios of October 2022 and it +is part of the October 2022 cycle. I do not need to create a new data node for each scenario and clutter my application. -- **Custom Frequency:** Cycles can be customized to various frequencies to align with specific - business needs. -- **Scenario Comparison:** Cycles make it easier to compare and analyze different scenarios - within the same time frame. ## Example: Filtering by Month @@ -258,6 +249,8 @@ tp.Gui("""<|{scenario}|scenario_selector|> <|{data_node}|data_node_selector|>""").run() ``` +![Visual Elements](visual_elements.png){ width=60% style="margin:auto;display:block;border: 4px solid rgb(210,210,210);border-radius:7px" } + ## Conclusion By understanding the dynamics between scopes and cycles, developers can effectively manage diff --git a/docs/knowledge_base/tutorials/cycles_scopes/visual_elements.png b/docs/knowledge_base/tutorials/cycles_scopes/visual_elements.png new file mode 100644 index 0000000000000000000000000000000000000000..5d3d778221b423d43f902d5c0128061cf24927b8 GIT binary patch literal 57152 zcmdqJdpwhW{Qs|zROlo{=p>a;IV{A|N#&Sh&Pk4A(#)J@Bzbp`O33D%^UMk}%vq&k zCd{1Xki*#6h#6+vZ~A<{zuzCf-=DvKe!uH>+pg<+xvp#1^}Jr!^Ywf_?$65$D+?2; 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