From f8e5dfc689622edb4cd39700e513e2e395474129 Mon Sep 17 00:00:00 2001 From: erikfTW Date: Wed, 18 Oct 2023 20:32:18 +0200 Subject: [PATCH 1/3] docs/kb/tips/on change callback --- docs/credits/contributors.md | 34 +++ .../the_on_change_callback/callbacks_demo.gif | Bin 0 -> 29091 bytes .../callbacks_demo_fahrenheit_to_celsius.gif | Bin 0 -> 29091 bytes ...s_demo_fahrenheit_to_celsius_cropped-1.gif | Bin 0 -> 19243 bytes .../callbacks_flowchart-1.png | Bin 0 -> 331860 bytes .../tips/the_on_change_callback/index.md | 209 ++++++++++++++++++ .../sine_wave_value-2.gif | Bin 0 -> 369543 bytes 7 files changed, 243 insertions(+) create mode 100644 docs/credits/contributors.md create mode 100644 docs/knowledge_base/tips/the_on_change_callback/callbacks_demo.gif create mode 100644 docs/knowledge_base/tips/the_on_change_callback/callbacks_demo_fahrenheit_to_celsius.gif create mode 100644 docs/knowledge_base/tips/the_on_change_callback/callbacks_demo_fahrenheit_to_celsius_cropped-1.gif create mode 100644 docs/knowledge_base/tips/the_on_change_callback/callbacks_flowchart-1.png create mode 100644 docs/knowledge_base/tips/the_on_change_callback/index.md create mode 100644 docs/knowledge_base/tips/the_on_change_callback/sine_wave_value-2.gif diff --git a/docs/credits/contributors.md b/docs/credits/contributors.md new file mode 100644 index 000000000..1517dbf46 --- /dev/null +++ b/docs/credits/contributors.md @@ -0,0 +1,34 @@ +# Avaiga development team + +Taipy is developed and maintained by Avaiga company and its amazing team: + +- [FlorianJacta GitHub avatarFlorianJacta](https://github.com/FlorianJacta) +- [jrobinAV GitHub avatarjrobinAV](https://github.com/jrobinAV) +- [FredLL-Avaiga GitHub avatarFredLL-Avaiga](https://github.com/FredLL-Avaiga) +- [trgiangdo GitHub avatartrgiangdo](https://github.com/trgiangdo) +- [JaufreyTpy GitHub avatarJaufreyTpy](https://github.com/JaufreyTpy) +- [RymMichaut GitHub avatarRymMichaut](https://github.com/RymMichaut) +- [marisogo GitHub avatarmarisogo](https://github.com/marisogo) +- [florian-vuillemot GitHub avatarflorian-vuillemot](https://github.com/florian-vuillemot) +- [dinhlongviolin1 GitHub avatardinhlongviolin1](https://github.com/dinhlongviolin1) +- [AAstridVH GitHub avatarAAstridVH](https://github.com/AAstridVH) +- [FabienLelaquais GitHub avatarFabienLelaquais](https://github.com/FabienLelaquais) +- [vhfgosselin GitHub avatarvhfgosselin](https://github.com/vhfgosselin) +- [toan-quach GitHub avatartoan-quach](https://github.com/toan-quach) + + +[:material-arrow-right: Contact the dev team by email](mailto:support@taipy.io) + +# Contributors + +A special thanks go to our contributors: + + +- [AlbVu GitHub avatarAlbVu](https://github.com/AlbVu) +- [gmarabout GitHub avatargmarabout](https://github.com/gmarabout) +- [Dr-Irv GitHub avatarDr-Irv](https://github.com/Dr-Irv) +- [arcanaxion GitHub avatararcanaxion](https://github.com/arcanaxion) +- [joaoandre-avaiga GitHub avatarjoaoandre-avaiga](https://github.com/joaoandre-avaiga) +- [tsuu2092 GitHub avatartsuu2092](https://github.com/tsuu2092) + + diff --git a/docs/knowledge_base/tips/the_on_change_callback/callbacks_demo.gif b/docs/knowledge_base/tips/the_on_change_callback/callbacks_demo.gif new file mode 100644 index 0000000000000000000000000000000000000000..c9dc0f1bf2c2f31ab357e498688dae68239aa468 GIT binary patch literal 29091 zcmd?QWl)^WqwPC0NCpkA5j;SE;1-e$?gR-=2<{Lh0wfR^1{mBOh8f%)f(LhZcPF^p zaCrZF-`aQIQ~Q3{=gX;cy1Jg~sqU&rYIRNjdaag~mk|~*ZU%CLE&u>}21|MdV+JN| z1||u5dU_!SdSf>FU%d3;@(jN692TnbTG}6F^uKbOBr;hRFj$v8x38uCHcan1^g6KD zB&^mqzAPanFCBr(MpH$0JVTG3-A$d|&L3Z`>>aJ`{N32v+T7gS+S=OL+4=kT@6qAG$??JY>Hf{-I{I!D zeK&xA!9dq4nlZ0yUpIL^o@jhIAediuBAT<5AP`Kqe7)zy$cf6QB3zxDUWO^#Ph zPq)s`53Q~)931RjU0vMWJ>2x+hUa&8`*(NScXw-dcZ+v-lXrJRx3_IKH{~~%xi{y? zo71G5len9c@ayw{n~Q+k>i{$wjz;^V(SEqNxMXCMl$10a92~;JqLPwwQc`kRSy>eo z6%7pyy}i97BO@y-D~E@NM@L8J=jYeg*Jw1Fo10ruP*7c6-OS9)+S=OI*4Dwn!NcRL zpPwHb4i5|rjEszojg3u6NJvUbLLg!@GT>!pA1W#oD=Q&YRqyKSO&c5So0{C(+QK?I zQo6ef1_sJUM{8GB+IDstkB(|jPpj_kYS8FPG`bXxE3No_i z

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used for implementing some behavior after the user performs an action, +such as dragging a slider to define the value of some parameter or typing some text into an input box. + +![Callback](callbacks_demo.gif){width=50%} + +Note that Taipy supports various types of callbacks which serve different purposes +although this tip focuses on just one. + +These callbacks are: + +- *on_change*, the topic of this tip +- *on_action* +- *on_init* +- *on_navigate* +- *on_exception* + +When referring to callbacks in this article, we are referring to *on_change callbacks only*, +and these alone are sufficient to build simple to complex web-apps! + +That being said, let’s go through the two variations of *on_change* callbacks: + +- Local (or control-bound) *on_change* callbacks; and +- Global *on_change* callbacks + +# Example 1: Fahrenheit to Celsius (Local Callback) + +Local callbacks are functions that are bound to a specific [Taipy control](../../../manuals/gui/controls/) (a type of visual element). +This function then gets called when the user interacts with that control. +For instance, in Taipy, this may happen when a user: + +1. Drags a [slider](../../../manuals/gui/viselements/slider/) control to select some number; +2. Selects a date using the [date](../../../manuals/gui/viselements/date/) control; or +3. Selects an item from the [selector](../../../manuals/gui/viselements/selector/) control + +![Example 1](callbacks_demo_fahrenheit_to_celsius_cropped-1.gif){width=50%} + +Let’s demonstrate local callbacks with a small example. +This simple app allows a user to select a temperature in degrees Fahrenheit +and automatically convert it to degrees Celsius: + +```python linenums="1" +from taipy.gui import Gui, Markdown + +def fahrenheit_to_celsius(fahrenheit): + return (fahrenheit - 32) * 5 / 9 + +fahrenheit = 100 +celsius = fahrenheit_to_celsius(fahrenheit) + +md = Markdown(""" +# Local Callbacks +## Fahrenheit: +<|{fahrenheit}|number|on_change=update_celsius|> + +## Celsius: +<|{celsius}|number|active=False|> +""") + +def update_celsius(state): + state.celsius = fahrenheit_to_celsius(state.fahrenheit) + +Gui(page=md).run() +``` + +The relevant line here is line 12, where we defined a number control using the Taipy construct syntax. +We will use this to select the temperature in degrees Fahrenheit +which we wish to be automatically converted to degrees Celsius. + +The aforementioned construct consists of 3 components (bordered by the pipes): + +- *{fahrenheit}*: The variable attached to this number control; +- *number*: The name of the Taipy control; and +- *on_change=update_celsius*: Sets this control’s on_change local callback to the update_celsius function + +The update_celsius local callback function defined on line 18 receives one parameter, +which we conventionally name state. + +We can use this state object within our function to access and modify the runtime variables +used in our application, which we also call state variables. Accordingly, we update celsius on line 19. + +Now, when the user interacts with the number control, the update_celsius local callback computes +and updates the state variable of celsius, displaying its new value. + +# Example 2: Celsius to Kelvin (Global Callback) + +The next improvement to our app is yet another simple one: +add a new number control to display the temperature in kelvin. + +![Example 2](callbacks_demo_fahrenheit_to_celsius.gif){width=50%} + +Take a look at the updated code: + +```python linenums="1" +from taipy.gui import Gui, Markdown + +def fahrenheit_to_celsius(fahrenheit): + return (fahrenheit - 32) * 5 / 9 + +def celsius_to_kelvin(celsius): + return celsius + 273.15 + +fahrenheit = 100 +celsius = fahrenheit_to_celsius(fahrenheit) +kelvin = celsius_to_kelvin(celsius) + +md = Markdown(""" +# Local and Global Callbacks +## Fahrenheit: +<|{fahrenheit}|number|on_change=update_celsius|> + +## Celsius: +<|{celsius}|number|active=False|> + +## Kelvin: +<|{kelvin}|number|active=False|> +""") + +def update_celsius(state): + state.celsius = fahrenheit_to_celsius(state.fahrenheit) + +def on_change(state, var_name, var_value): + if var_name == "celsius": + state.kelvin = celsius_to_kelvin(state.celsius) + +Gui(page=md).run(dark_mode=False) +``` + +On line 22, we added a new number control to our app, which is bound to the kelvin variable. +The existing code we implemented in the previous section — which updates celsius when fahrenheit is modified — is maintained. + +Now the behavior we wish to implement here is to update the value of kelvin whenever the value of celsius is modified. + +This is a perfect use case for the global on_change callback function. +Take a look at this handy flowchart which determines the type of on_change function that would be called: + +![Example 2](callbacks_flowchart-1.png){width=100%} + +This flowchart visualizes the process in which Taipy determines which on_change function would be called + +In this example, our update_celsius function executed the code: + +```python +state.celsius = fahrenheit_to_celsius(state.fahrenheit) +``` + +We call this programmatically modifying the celsius variable. +Looking at the flowchart above, we know that the global on_change function would be called, if it exists. + +The global callback function should have the exact name "on_change" so that Taipy automatically recognizes it. +The parameters for the global on_change function are conventionally named as follows: + +1. *state*: The State object with which we can access and modify our runtime variables; +2. *var_name*: The name of the variable that was modified; and +3. *var_value*: The value of the variable that was modified + +Notice that on line 33, we preceded our updates to kelvin with an if var_name == "celsius" block. Within the on_change function, +we almost always want to operate within an if block, to avoid unintentionally recursing infinitely through on_change. +Remember that programmatically modifying kelvin or any other variables will also call the on_change function, +though that execution would make no changes because of our if block. + +You might also have noticed that the functionality in this section could also have been accomplished +by updating kelvin using the existing update_celsius local callback — and indeed, adding a global callback +was not necessary for this particular situation. +However, you may encounter some situations where you may not be able to use local callbacks alone, +so using the global callback may be the right choice. + +# Example 3: No Callbacks + +Side-tracking a little from the focus of this article, +it’s worth noting that this app never actually needed callbacks! +We can update the code as follows: + +```python +from taipy.gui import Gui, Markdown + +def fahrenheit_to_celsius(fahrenheit): + return (fahrenheit - 32) * 5 / 9 + +def celsius_to_kelvin(celsius): + return celsius + 273.15 + +fahrenheit = 100 +celsius = fahrenheit_to_celsius(fahrenheit) +kelvin = celsius_to_kelvin(celsius) + +md = Markdown(""" +# Global Callbacks +## Fahrenheit: +<|{fahrenheit}|number|> + +## Celsius: +<|{fahrenheit_to_celsius(fahrenheit)}|number|active=False|> + +## Kelvin: +<|{celsius_to_kelvin(fahrenheit_to_celsius(fahrenheit))}|number|active=False|> +""") + +Gui(page=md).run(dark_mode=False) +``` + +Without using any callbacks, we instead simply interpolate the expression to be evaluated +into the curly braces for both the celsius and kelvin controls — much like an f-string! Since +the fahrenheit state variable is present in the expression, Taipy knows that the expression should be reevaluated whenever fahrenheit is modified. + +A drawback of this approach however is that the function fahrenheit_to_celsius is executed twice. +For a function as simple as this one, this drawback is insignificant. +However, if this was a heavy and uncacheable function, we would certainly want to avoid executing it unnecessarily. diff --git a/docs/knowledge_base/tips/the_on_change_callback/sine_wave_value-2.gif b/docs/knowledge_base/tips/the_on_change_callback/sine_wave_value-2.gif new file mode 100644 index 0000000000000000000000000000000000000000..fb25b270958ffba8fed40ae1804ddad703bea01d GIT binary patch literal 369543 zcmd42bx<6ApLjbAuEE{i9YT-6x;%rsOp)phDy-E$${HH$-_cRTU8-MKN|}R!9iI`%{ll zP`vLy8Q;GEf9+OCNlHmZ%1uqh#?Svn0kR3h9Y`v61=wOHCldLZHHl zzrtB8&Pm6^)ydh}$=T_BoE`0)?QEPsnrD;Rfk>RHNq*E4zvEJe?=p=4V}ihKl+?Y4 z!Mm9=phY00T_mDgGOAZGzF#+O$RvBjs$jygblR

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---------------------------------- 1 file changed, 34 deletions(-) delete mode 100644 docs/credits/contributors.md diff --git a/docs/credits/contributors.md b/docs/credits/contributors.md deleted file mode 100644 index 1517dbf46..000000000 --- a/docs/credits/contributors.md +++ /dev/null @@ -1,34 +0,0 @@ -# Avaiga development team - -Taipy is developed and maintained by Avaiga company and its amazing team: - -- [FlorianJacta GitHub avatarFlorianJacta](https://github.com/FlorianJacta) -- [jrobinAV GitHub avatarjrobinAV](https://github.com/jrobinAV) -- [FredLL-Avaiga GitHub avatarFredLL-Avaiga](https://github.com/FredLL-Avaiga) -- [trgiangdo GitHub avatartrgiangdo](https://github.com/trgiangdo) -- [JaufreyTpy GitHub avatarJaufreyTpy](https://github.com/JaufreyTpy) -- [RymMichaut GitHub avatarRymMichaut](https://github.com/RymMichaut) -- [marisogo GitHub avatarmarisogo](https://github.com/marisogo) -- [florian-vuillemot GitHub avatarflorian-vuillemot](https://github.com/florian-vuillemot) -- [dinhlongviolin1 GitHub avatardinhlongviolin1](https://github.com/dinhlongviolin1) -- [AAstridVH GitHub avatarAAstridVH](https://github.com/AAstridVH) -- [FabienLelaquais GitHub avatarFabienLelaquais](https://github.com/FabienLelaquais) -- [vhfgosselin GitHub avatarvhfgosselin](https://github.com/vhfgosselin) -- [toan-quach GitHub avatartoan-quach](https://github.com/toan-quach) - - -[:material-arrow-right: Contact the dev team by email](mailto:support@taipy.io) - -# Contributors - -A special thanks go to our contributors: - - -- [AlbVu GitHub avatarAlbVu](https://github.com/AlbVu) -- [gmarabout GitHub avatargmarabout](https://github.com/gmarabout) -- [Dr-Irv GitHub avatarDr-Irv](https://github.com/Dr-Irv) -- [arcanaxion GitHub avatararcanaxion](https://github.com/arcanaxion) -- [joaoandre-avaiga GitHub avatarjoaoandre-avaiga](https://github.com/joaoandre-avaiga) -- [tsuu2092 GitHub avatartsuu2092](https://github.com/tsuu2092) - - From 2e8089d992c05a300cb311f54108c2d50746ccb3 Mon Sep 17 00:00:00 2001 From: jrobinAV <88036007+jrobinAV@users.noreply.github.com> Date: Wed, 18 Oct 2023 21:42:37 +0200 Subject: [PATCH 3/3] index pages for on change callback tip --- docs/knowledge_base/index.md | 12 ++++++++++++ docs/knowledge_base/tips/index.md | 14 ++++++++++++++ mkdocs.yml_template | 1 + 3 files changed, 27 insertions(+) diff --git a/docs/knowledge_base/index.md b/docs/knowledge_base/index.md index 0ab802d6b..5de804e90 100644 --- a/docs/knowledge_base/index.md +++ b/docs/knowledge_base/index.md @@ -571,4 +571,16 @@ Learn how to use Taipy and improve your skills.

  • +
  • + +
    + +
    +
    +

    On Change Callback

    +

    Make your multi-user graphical interface fully interactive using the on-change callback. +

    +
    +
    +
  • \ No newline at end of file diff --git a/docs/knowledge_base/tips/index.md b/docs/knowledge_base/tips/index.md index 59be5d693..016a15919 100644 --- a/docs/knowledge_base/tips/index.md +++ b/docs/knowledge_base/tips/index.md @@ -195,4 +195,18 @@ Tips and Tricks! + +
  • + +
    + +
    +
    +

    On Change Callback

    + Front-end +

    Make your multi-user graphical interface fully interactive using the on-change callback. +

    +
    +
    +
  • \ No newline at end of file diff --git a/mkdocs.yml_template b/mkdocs.yml_template index c521ac3b5..dae69f1d6 100644 --- a/mkdocs.yml_template +++ b/mkdocs.yml_template @@ -69,6 +69,7 @@ nav: - "Skippable Tasks": knowledge_base/tips/skippable_tasks/index.md - "Callbacks in Taipy": knowledge_base/tips/the_on_change_callback/index.md - "Taipy Cloud": knowledge_base/tips/taipy_cloud_deploy/index.md + - "On Change Callback": knowledge_base/tips/the_on_change_callback/index.md - "Manuals": - "About Taipy's Manuals": manuals/index.md - "User Manuals":