From 56e657e01528c228e425bfdec4b77730969db973 Mon Sep 17 00:00:00 2001 From: Jim Bennett Date: Fri, 30 Jul 2021 10:12:39 -0700 Subject: [PATCH 1/6] Adding more on virtual environments. (#274) * Update README.md * Spelling fixes * Update hardware.md * Adding IoT for beginners episode * Adding intro video * Fixing formatting of read more and self study sections. * Adding instructions for installing the ReSpeaker * Adding auth to language understanding * Adding Wio terminal timer setting * Update config.h * Fixing links and images * Increasing version numbers for SD card fix * Adding SD card requirement * speech and translations * Adding more on translations * All Wio Terminal now working except playing audio * Adding more details on virtual environments. --- 1-getting-started/lessons/1-introduction-to-iot/pi.md | 8 ++++++-- .../lessons/1-introduction-to-iot/virtual-device.md | 10 ++++++---- 1-getting-started/lessons/4-connect-internet/README.md | 10 +++++----- .../single-board-computer-commands.md | 2 +- .../4-connect-internet/single-board-computer-mqtt.md | 2 +- .../single-board-computer-telemetry.md | 2 +- 6 files changed, 20 insertions(+), 14 deletions(-) diff --git a/1-getting-started/lessons/1-introduction-to-iot/pi.md b/1-getting-started/lessons/1-introduction-to-iot/pi.md index d9758603..3e8fffda 100644 --- a/1-getting-started/lessons/1-introduction-to-iot/pi.md +++ b/1-getting-started/lessons/1-introduction-to-iot/pi.md @@ -49,7 +49,9 @@ To program the Pi using the Grove sensors and actuators, you will need to instal curl -sL https://github.com/Seeed-Studio/grove.py/raw/master/install.sh | sudo bash -s - ``` - One of the powerful features of Python is the ability to install [pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a pip package onto your computer with one command, then use that package in your code. This Grove install script will install the pip packages you will use to work with the Grove hardware from Python. + One of the powerful features of Python is the ability to install [Pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a Pip package onto your computer with one command, then use that package in your code. This Grove install script will install the Pip packages you will use to work with the Grove hardware from Python. + + > 💁 By default when you install a package it is available everywhere on your computer, and this can lead to problems with package versions - such as one application depending on one version of a package that breaks when you install a new version for a different application. To work around this problem, you can use a [Python virtual environment](https://docs.python.org/3/library/venv.html), essentially a copy of Python in a dedicated folder, and when you install Pip packages they get installed just to that folder. You won't be using virtual environments when using your Pi. The Grove install script installs the Grove Python packages globally, so to use a virtual environment you would need to set up a virtual environment then manually re-install the Grove packages inside that environment. It's easier to just use global packages, especially as a lot of Pi developers will re-flash a clean SD card for each project. 1. Reboot the Pi either using the menu or running the following command in the Terminal: @@ -163,7 +165,9 @@ Configure the installed Pi software and install the Grove libraries. curl -sL https://github.com/Seeed-Studio/grove.py/raw/master/install.sh | sudo bash -s - ``` - One of the powerful features of Python is the ability to install [pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a pip package onto your computer with one command, then use that package in your code. This Grove install script will install the pip packages you will use to work with the Grove hardware from Python. + One of the powerful features of Python is the ability to install [Pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a Pip package onto your computer with one command, then use that package in your code. This Grove install script will install the Pip packages you will use to work with the Grove hardware from Python. + + > 💁 By default when you install a package it is available everywhere on your computer, and this can lead to problems with package versions - such as one application depending on one version of a package that breaks when you install a new version for a different application. To work around this problem, you can use a [Python virtual environment](https://docs.python.org/3/library/venv.html), essentially a copy of Python in a dedicated folder, and when you install Pip packages they get installed just to that folder. You won't be using virtual environments when using your Pi. The Grove install script installs the Grove Python packages globally, so to use a virtual environment you would need to set up a virtual environment then manually re-install the Grove packages inside that environment. It's easier to just use global packages, especially as a lot of Pi developers will re-flash a clean SD card for each project. 1. Reboot the Pi by running the following command: diff --git a/1-getting-started/lessons/1-introduction-to-iot/virtual-device.md b/1-getting-started/lessons/1-introduction-to-iot/virtual-device.md index ec101791..132186ba 100644 --- a/1-getting-started/lessons/1-introduction-to-iot/virtual-device.md +++ b/1-getting-started/lessons/1-introduction-to-iot/virtual-device.md @@ -30,13 +30,15 @@ This app will be in a folder called `nightlight`, and it will be re-used with di ### Configure a Python virtual environment -One of the powerful features of Python is the ability to install [pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a pip package onto your computer with one command, then use that package in your code. You'll be using pip to install a package to talk to CounterFit. +One of the powerful features of Python is the ability to install [Pip packages](https://pypi.org) - these are packages of code written by other people and published to the Internet. You can install a Pip package onto your computer with one command, then use that package in your code. You'll be using Pip to install a package to talk to CounterFit. -By default when you install a package it is available everywhere on your computer, and this can lead to problems with package versions - such as one application depending on one version of a package that breaks when you install a new version for a different application. To work around this problem, you can use a [Python virtual environment](https://docs.python.org/3/library/venv.html), essentially a copy of Python in a dedicated folder, and when you install pip packages they get installed just to that folder. +By default when you install a package it is available everywhere on your computer, and this can lead to problems with package versions - such as one application depending on one version of a package that breaks when you install a new version for a different application. To work around this problem, you can use a [Python virtual environment](https://docs.python.org/3/library/venv.html), essentially a copy of Python in a dedicated folder, and when you install Pip packages they get installed just to that folder. + +> 💁 If you are using a Raspberry Pi then you didn't set up a virtual environment on that device to manage Pip packages, instead you are using global packages, as the Grove packages are installed globally by the installer script. #### Task - configure a Python virtual environment -Configure a Python virtual environment and install the pip packages for CounterFit. +Configure a Python virtual environment and install the Pip packages for CounterFit. 1. From your terminal or command line, run the following at a location of your choice to create and navigate to a new directory: @@ -91,7 +93,7 @@ Configure a Python virtual environment and install the pip packages for CounterF > 💁 Your Python version may be different - as long as it's version 3.6 or higher you are good. If not, delete this folder, install a newer version of Python and try again. -1. Run the following commands to install the pip packages for CounterFit. These packages include the main CounterFit app as well as shims for Grove hardware. These shims allow you to write code as if you were programming using physical sensors and actuators from the Grove ecosystem but connected to virtual IoT devices. +1. Run the following commands to install the Pip packages for CounterFit. These packages include the main CounterFit app as well as shims for Grove hardware. These shims allow you to write code as if you were programming using physical sensors and actuators from the Grove ecosystem but connected to virtual IoT devices. ```sh pip install CounterFit diff --git a/1-getting-started/lessons/4-connect-internet/README.md b/1-getting-started/lessons/4-connect-internet/README.md index 31567fcd..18233d7a 100644 --- a/1-getting-started/lessons/4-connect-internet/README.md +++ b/1-getting-started/lessons/4-connect-internet/README.md @@ -124,7 +124,7 @@ The cloud service can then use this telemetry data to make decisions around what The next part in adding Internet control to your nightlight is sending the light level telemetry to the MQTT broker on a telemetry topic. -#### Task +#### Task - send telemetry from your IoT device Send light level telemetry to the MQTT broker. @@ -145,9 +145,9 @@ There's no point in sending telemetry if there's nothing on the other end to lis #### Install Python and VS Code -If you don't have Python and VS Code installed locally, you will need to install them both to code the server. If you are using a virtual device, or are working on your Raspberry Pi you can skip this step. +If you don't have Python and VS Code installed locally, you will need to install them both to code the server. If you are using a virtual IoT device, or are working on your Raspberry Pi you can skip this step as you should already have this installed and configured. -##### Task +##### Task - install Python and VS Code Install Python and VS Code. @@ -165,7 +165,7 @@ One of the powerful features of Python is the ability to install [pip packages]( By default when you install a package it is available everywhere on your computer, and this can lead to problems with package versions - such as one application depending on one version of a package that breaks when you install a new version for a different application. To work around this problem, you can use a [Python virtual environment](https://docs.python.org/3/library/venv.html), essentially a copy of Python in a dedicated folder, and when you install pip packages they get installed just to that folder. -##### Task +##### Task - configure a Python virtual environment Configure a Python virtual environment and install the MQTT pip packages. @@ -234,7 +234,7 @@ Configure a Python virtual environment and install the MQTT pip packages. The server code can now be written in Python. -##### Task +##### Task - write the server code Write the server code. diff --git a/1-getting-started/lessons/4-connect-internet/single-board-computer-commands.md b/1-getting-started/lessons/4-connect-internet/single-board-computer-commands.md index 84464cb6..65ff56a4 100644 --- a/1-getting-started/lessons/4-connect-internet/single-board-computer-commands.md +++ b/1-getting-started/lessons/4-connect-internet/single-board-computer-commands.md @@ -12,7 +12,7 @@ Subscribe to commands. 1. Open the nightlight project in VS Code. -1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment +1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment. If you are using a Raspberry Pi you won't be using a virtual environment. 1. Add the following code after the definitions of the `client_telemetry_topic`: diff --git a/1-getting-started/lessons/4-connect-internet/single-board-computer-mqtt.md b/1-getting-started/lessons/4-connect-internet/single-board-computer-mqtt.md index a1f11d11..3d2e1ffc 100644 --- a/1-getting-started/lessons/4-connect-internet/single-board-computer-mqtt.md +++ b/1-getting-started/lessons/4-connect-internet/single-board-computer-mqtt.md @@ -14,7 +14,7 @@ Install the pip package 1. Open the nightlight project in VS Code. -1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment. +1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment. If you are using a Raspberry Pi you won't be using a virtual environment. 1. Run the following command to install the MQTT pip package: diff --git a/1-getting-started/lessons/4-connect-internet/single-board-computer-telemetry.md b/1-getting-started/lessons/4-connect-internet/single-board-computer-telemetry.md index 08bf6019..6cae5fa1 100644 --- a/1-getting-started/lessons/4-connect-internet/single-board-computer-telemetry.md +++ b/1-getting-started/lessons/4-connect-internet/single-board-computer-telemetry.md @@ -12,7 +12,7 @@ Publish telemetry to the MQTT broker. 1. Open the nightlight project in VS Code. -1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment +1. If you are using a virtual IoT device, ensure the terminal is running the virtual environment. If you are using a Raspberry Pi you won't be using a virtual environment. 1. Add the following import to the top of the `app.py` file: From 8b6335c8da5230f52ff9fdf8f7b78ede6680e871 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ali=20Hakim=20Ta=C5=9Fk=C4=B1ran?= <52009742+alihakimtaskiran@users.noreply.github.com> Date: Fri, 13 Aug 2021 22:46:31 +0300 Subject: [PATCH 2/6] Update README.tr.md (#283) --- translations/README.tr.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/translations/README.tr.md b/translations/README.tr.md index cfda4ec7..ba7420d3 100644 --- a/translations/README.tr.md +++ b/translations/README.tr.md @@ -73,7 +73,7 @@ We have two choices of IoT hardware to use for the projects depending on persona > **Quiz'ler hakkÄąnda bir not**: TÃŧm quizler [bu uygulamada](https://brave-island-0b7c7f50f.azurestaticapps.net), toplam 48 quiz için her birine 3 soru. Quizlerin ilgili derslerde linkleri vardÄąr. AyrÄąca quiz uygulamasÄą kendi cihanÄązdan da çalÄąÅŸabilir. Bunun için `quiz-app` kalsÃļrÃŧndeki talimatlara uyun. -## Lessons +## Dersler | | Proje AdÄą | Öğretilen Kavramlar | Hedeflenen Konular | BağlantÄąlÄą Ders | | :-: | :----------: | :-------------: | ------------------- | :-----------: | From 54ea95dcd6757b11e50649da5b1eef5a8f7a4cb2 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ali=20Hakim=20Ta=C5=9Fk=C4=B1ran?= <52009742+alihakimtaskiran@users.noreply.github.com> Date: Sat, 14 Aug 2021 22:44:48 +0300 Subject: [PATCH 3/6] Update README.tr.md (#285) --- translations/README.tr.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/translations/README.tr.md b/translations/README.tr.md index ba7420d3..ee25bbfd 100644 --- a/translations/README.tr.md +++ b/translations/README.tr.md @@ -52,11 +52,11 @@ AyrÄąca; dersten Ãļnce ufak bir quiz Ãļğrencinin konu hakkÄąnda bir fikri olmas Her proje Ãļğrencilerde ve hobicilerde bulunan gerçek donanÄąmlara dayanÄąr. Her proje; Ãļzel proje alanlarÄąna, ve ilgili temel bilgilere bakar. BaşarÄąlÄą bir geliştirici olmak için, sorunlarÄą çÃļzdÃŧğÃŧnÃŧz alanÄą anlamaya yardÄąmcÄą olur; bu temel bilgiyi sağlamak, Ãļğrencilerin, çÃļzmeleri istenebilecek sorunu kendi IoT çÃļzÃŧmleri ve Ãļğrendikleri hakkÄąnda dÃŧşÃŧnmelerini sağlar. Öğrenciler çÃļzÃŧm için neyi niçin Ãŧrettiklerini Ãļğrenir ve kullanÄącÄą onlarÄą takdir eder. -## Hardware +## DonanÄąm +Kişisel tercih, programlama dili bilgisi ve tercihi, Ãļğrenme amaçlarÄą ve erişilebilirlik için iki IoT donanÄąmÄą seçeneğimiz var. AyrÄąca donanÄąma erişimi olmayanlara ve o donanÄąmlarÄą henÃŧz Ãļğrenmeden satÄąn alamayacaklara 'sanal donanÄąm' şeklini sunduk. Daha fazlasÄąnÄą ve alÄąÅŸveriş listesini [donanÄąm sayfasÄąndan](../hardware.md) okuyabilirsiniz. Orada Seed Studio'dan arkadaşlarÄąmÄązdan satÄąn alabileceğiniz linkler mevcut. -We have two choices of IoT hardware to use for the projects depending on personal preference, programming language knowledge or preferences, learning goals and availability. We have also provided a 'virtual hardware' version for those who don't have access to hardware, or want to learn more before committing to a purchase. You can read more and find a 'shopping list' on the [hardware page](../hardware.md), including links to buy complete kits from our friends at Seeed Studio. -> 💁 Find our [Code of Conduct](../CODE_OF_CONDUCT.md), [Contributing](../CONTRIBUTING.md), and [Translation](../TRANSLATIONS.md) guidelines. We welcome your constructive feedback! +> 💁 [DavranÄąÅŸ kurallarÄąmÄąz](../CODE_OF_CONDUCT.md) , [KatkÄąlandÄąrma](../CONTRIBUTING.md), ve [Çeviri](../TRANSLATIONS.md) rehberlerimiz. YapÄącÄą geri bildiriminizi memnuniyetle karÅŸÄąlÄąyoruz ## Her ders şunlarÄą içerir: From 3cddcc36bb51dea9c1669e6a9c15e4a2c50ee64c Mon Sep 17 00:00:00 2001 From: "Mohammad Iftekher (Iftu) Ebne Jalal" Date: Tue, 17 Aug 2021 07:45:56 +0600 Subject: [PATCH 4/6] [Bn Translation] Store location data (#282) * Create README.bn.md * Create assignment.bn.md * Delete .dummy.md * Linking Bn Translation of 12 Co-authored-by: Jen Looper Co-authored-by: Jim Bennett --- .../translations/.dummy.md | 9 - .../translations/README.bn.md | 469 ++++++++++++++++++ .../translations/assignment.bn.md | 19 + translations/README.bn.md | 2 +- 4 files changed, 489 insertions(+), 10 deletions(-) delete mode 100644 3-transport/lessons/2-store-location-data/translations/.dummy.md create mode 100644 3-transport/lessons/2-store-location-data/translations/README.bn.md create mode 100644 3-transport/lessons/2-store-location-data/translations/assignment.bn.md diff --git a/3-transport/lessons/2-store-location-data/translations/.dummy.md b/3-transport/lessons/2-store-location-data/translations/.dummy.md deleted file mode 100644 index 6e7db247..00000000 --- a/3-transport/lessons/2-store-location-data/translations/.dummy.md +++ /dev/null @@ -1,9 +0,0 @@ -# Dummy File - -This file acts as a placeholder for the `translations` folder.
-**Please remove this file after adding the first translation** - -For the instructions, follow the directives in the [translations guide](https://github.com/microsoft/IoT-For-Beginners/blob/main/TRANSLATIONS.md) . - -## THANK YOU -We truly appreciate your efforts! diff --git a/3-transport/lessons/2-store-location-data/translations/README.bn.md b/3-transport/lessons/2-store-location-data/translations/README.bn.md new file mode 100644 index 00000000..c7699547 --- /dev/null +++ b/3-transport/lessons/2-store-location-data/translations/README.bn.md @@ -0,0 +1,469 @@ +# āĻ˛ā§‹āĻ•ā§‡āĻļāĻ¨ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ + +![A sketchnote overview of this lesson](../../../../sketchnotes/lesson-12.jpg) + +> āĻ¸ā§āĻ•ā§‡āĻšāĻ¨ā§‹āĻŸāĻŸāĻŋ āĻ¤ā§ˆāĻ°ā§€ āĻ•āĻ°ā§‡āĻ›ā§‡āĻ¨ [Nitya Narasimhan](https://github.com/nitya)āĨ¤ āĻŦā§œ āĻ¸āĻ‚āĻ¸ā§āĻ•āĻ°āĻŖā§‡ āĻĻā§‡āĻ–āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ›āĻŦāĻŋāĻŸāĻŋāĻ¤ā§‡ āĻ•ā§āĻ˛āĻŋāĻ• āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + +## āĻ˛ā§‡āĻ•āĻšāĻžāĻ°-āĻĒā§‚āĻ°ā§āĻŦāĻŦāĻ°ā§āĻ¤ā§€ āĻ•ā§āĻ‡āĻœ + +[āĻ˛ā§‡āĻ•āĻšāĻžāĻ°-āĻĒā§‚āĻ°ā§āĻŦāĻŦāĻ°ā§āĻ¤ā§€ āĻ•ā§āĻ‡āĻœ](https://brave-island-0b7c7f50f.azurestaticapps.net/quiz/23) + +## āĻ¸ā§‚āĻšāĻ¨āĻž + +āĻ—āĻ¤ āĻĒāĻžāĻ ā§‡ āĻ•ā§€āĻ­āĻžāĻŦā§‡ āĻ…āĻŦāĻ¸ā§āĻĨāĻžāĻ¨ā§‡āĻ° āĻĄā§‡āĻŸāĻž āĻ•ā§āĻ¯āĻžāĻĒāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻāĻ•āĻŸāĻŋ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ¸ā§‡āĻ¨ā§āĻ¸āĻ° āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšā§Ÿ āĻ¤āĻž āĻ†āĻŽāĻ°āĻž āĻļāĻŋāĻ–ā§‡āĻ›āĻŋāĻ˛āĻžāĻŽāĨ¤ āĻ–āĻžāĻĻā§āĻ¯āĻ¸āĻžāĻŽāĻ—ā§āĻ°ā§€āĻ¤ā§‡ āĻ­āĻ°ā§āĻ¤āĻŋ āĻāĻ•āĻŸāĻŋ āĻŸā§āĻ°āĻžāĻ•ā§‡āĻ° āĻ…āĻŦāĻ¸ā§āĻĨāĻžāĻ¨ āĻāĻŦāĻ‚ āĻāĻŸāĻŋāĻ° āĻ¯āĻžāĻ¤ā§āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ‡ āĻĄā§‡āĻŸāĻžāĻŸāĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡, āĻāĻŸāĻŋ āĻ•ā§āĻ˛āĻžāĻ‰āĻĄā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ā§‡ āĻĒā§āĻ°ā§‡āĻ°āĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻāĻŦāĻ‚ āĻ¤āĻžāĻ°āĻĒāĻ°ā§‡ āĻ•ā§‹āĻĨāĻžāĻ“ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻĻāĻ°āĻ•āĻžāĻ°āĨ¤ + +āĻāĻ‡ āĻĒāĻžāĻ ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ¸āĻžā§āĻšāĻ¯āĻŧ āĻ•āĻ°āĻžāĻ° āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ‰āĻĒāĻžāĻ¯āĻŧ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻ†āĻŽāĻ°āĻž āĻļāĻŋāĻ–āĻŦ āĻāĻŦāĻ‚ āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻ˛ā§‡āĻ¸ āĻ•ā§‹āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ•ā§€āĻ­āĻžāĻŦā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻž āĻĨā§‡āĻ•ā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻ¯āĻžā§Ÿ āĻ¤āĻžāĻ“ āĻļāĻŋāĻ–āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹āĨ¤ + +āĻāĻ‡ āĻĒāĻžāĻ ā§‡ āĻ†āĻŽāĻ°āĻž āĻĻā§‡āĻ–āĻŦā§‹: + +* [āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻāĻŦāĻ‚ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻž](#āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤-āĻāĻŦāĻ‚-āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨-āĻĄā§‡āĻŸāĻž) +* [GPS āĻĄā§‡āĻŸāĻž IoT Hub āĻ āĻĒā§āĻ°ā§‡āĻ°āĻŖ](#send-gps-data-to-an-iot-hub) +* [Hot, Warm, āĻāĻŦāĻ‚ Cold Path](#Hot-Warm-āĻāĻŦāĻ‚-Cold-Path) +* [āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨ āĻ•ā§‹āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋ āĻĒāĻ°āĻŋāĻšāĻžāĻ˛āĻ¨āĻž](#āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨-āĻ•ā§‹āĻĄ-āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°-āĻ•āĻ°ā§‡-āĻœāĻŋāĻĒāĻŋāĻāĻ¸-āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋ-āĻĒāĻ°āĻŋāĻšāĻžāĻ˛āĻ¨āĻž) +* [Azure āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ…ā§āĻ¯āĻžāĻ•āĻžāĻ‰āĻ¨ā§āĻŸ](#azure-āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ-āĻ…ā§āĻ¯āĻžāĻ•āĻžāĻ‰āĻ¨ā§āĻŸ) +* [āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨-āĻ•ā§‹āĻĄāĻ•ā§‡-āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡-āĻ¸āĻ‚āĻ¯ā§āĻ•ā§āĻ¤āĻ•āĻ°āĻŖ](#āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨-āĻ•ā§‹āĻĄāĻ•ā§‡-āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡-āĻ¸āĻ‚āĻ¯ā§āĻ•ā§āĻ¤āĻ•āĻ°āĻŖ) + +## āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻāĻŦāĻ‚ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻž + +āĻ•āĻŽā§āĻĒāĻŋāĻ‰āĻŸāĻžāĻ° āĻ¸āĻŋāĻ¸ā§āĻŸā§‡āĻŽāĻ—ā§āĻ˛āĻŋ āĻĄā§‡āĻŸāĻž āĻ¨āĻŋāĻ¯āĻŧā§‡ āĻ•āĻžāĻœ āĻ•āĻ°ā§‡ āĻāĻŦāĻ‚ āĻāĻ‡ āĻĄā§‡āĻŸāĻž āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ†āĻ•āĻžāĻ° āĻāĻŦāĻ‚ āĻ§āĻ°āĻŖā§‡āĻ° āĻšā§Ÿā§‡ āĻĨāĻžāĻ•ā§‡āĨ¤ āĻāĻŸāĻŋ āĻāĻ•āĻ• āĻ¸āĻ‚āĻ–ā§āĻ¯āĻž āĻĨā§‡āĻ•ā§‡ āĻļā§āĻ°ā§ āĻ•āĻ°ā§‡ āĻĒā§āĻ°āĻšā§āĻ° āĻĒāĻ°āĻŋāĻŽāĻžāĻŖā§‡ āĻŸā§‡āĻ•ā§āĻ¸āĻŸ, āĻ­āĻŋāĻĄāĻŋāĻ“, āĻšāĻŋāĻ¤ā§āĻ° āĻŦāĻž āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ āĻĻā§āĻ‡ āĻ­āĻžāĻ—ā§‡ āĻŦāĻŋāĻ­āĻ•ā§āĻ¤ āĻ•āĻ°āĻž āĻ¯āĻžāĻ¯āĻŧ - *āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤* āĻĄā§‡āĻŸāĻž āĻāĻŦāĻ‚ *āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨* āĻĄā§‡āĻŸāĻžāĨ¤ + +* **āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻĄā§‡āĻŸāĻž (Structured Data)** āĻšāĻ˛ āĻāĻŽāĻ¨ āĻ§āĻ°āĻŖā§‡āĻ° āĻĄā§‡āĻŸāĻž āĻ¯āĻž āĻāĻ•āĻŸāĻŋ āĻ¸āĻ‚āĻœā§āĻžāĻžāĻ¯āĻŧāĻŋāĻ¤, āĻ…āĻ¨āĻŽāĻ¨ā§€āĻ¯āĻŧ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ¯ā§āĻ•ā§āĻ¤, āĻ¯āĻž āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻŋāĻ¤ āĻšāĻ¯āĻŧāĻ¨āĻž āĻāĻŦāĻ‚ āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ āĻŸā§‡āĻŦāĻŋāĻ˛ āĻ†āĻ•āĻžāĻ°ā§‡ āĻ¸āĻžāĻœāĻžāĻ¨ā§‹ āĻ¯āĻžā§Ÿ āĻāĻŦāĻ‚ āĻ…āĻ¨ā§āĻ¯āĻžāĻ¨ā§āĻ¯ āĻĄā§‡āĻŸāĻžāĻ° āĻ¸āĻžāĻĨā§‡ āĻ•ā§‹āĻ¨ā§‹āĻ­āĻžāĻŦā§‡ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•āĻŋāĻ¤ āĻ•āĻ°āĻž āĻ¯āĻžā§ŸāĨ¤ āĻāĻ•āĻŸāĻŋ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖ āĻšāĻ˛ āĻ•ā§‹āĻ¨ā§‹ āĻŦā§āĻ¯āĻ•ā§āĻ¤āĻŋāĻ° āĻ¨āĻžāĻŽ, āĻœāĻ¨ā§āĻŽ āĻ¤āĻžāĻ°āĻŋāĻ– āĻāĻŦāĻ‚ āĻ āĻŋāĻ•āĻžāĻ¨āĻž āĻ¸āĻš āĻŦāĻŋāĻļāĻĻ āĻŦāĻŋāĻŦāĻ°āĻŖāĨ¤ + +* **āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻž (Unstructured Data)** āĻšāĻ˛ āĻāĻ•āĻŸāĻŋ āĻ…āĻ¸āĻ‚āĻœā§āĻžāĻžāĻ¯āĻŧāĻŋāĻ¤, āĻ¨āĻŽāĻ¨ā§€āĻ¯āĻŧ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ¯ā§āĻ•ā§āĻ¤ āĻĄā§‡āĻŸāĻž, āĻ¯āĻž āĻ˜āĻ¨ āĻ˜āĻ¨ āĻ•āĻžāĻ āĻžāĻŽā§‹ āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻ¨ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻāĻ•āĻŸāĻŋ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖ āĻšāĻ˛ā§‹ - āĻ˛āĻŋāĻ–āĻŋāĻ¤ āĻ¨āĻĨāĻŋ āĻŦāĻž āĻ¸ā§āĻĒā§āĻ°ā§‡āĻĄāĻļāĻŋāĻŸ āĨ¤ + +✅ āĻ†āĻ° āĻ•ā§€ āĻ•ā§€ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖ āĻ†āĻŽāĻ°āĻž āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻāĻŦāĻ‚ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻžāĻ¤ā§‡ āĻ­āĻžāĻŦāĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋ āĻ¤āĻž āĻšāĻŋāĻ¨ā§āĻ¤āĻž āĻ•āĻ°āĻŋāĨ¤ + +> 💁 āĻāĻ›āĻžāĻĄāĻŧāĻžāĻ“ āĻ†āĻ§āĻž-āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ (Semi-Structured) āĻĄā§‡āĻŸāĻž āĻ°āĻ¯āĻŧā§‡āĻ›ā§‡ āĻ¯āĻž āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤, āĻ¤āĻŦā§‡ āĻ¤āĻĨā§āĻ¯ā§‡āĻ° āĻ¨āĻŋāĻ°ā§āĻĻāĻŋāĻˇā§āĻŸ āĻŸā§‡āĻŦāĻŋāĻ˛ āĻ†āĻ•āĻžāĻ°ā§‡ āĻ¸āĻžāĻœāĻžāĻ¨ā§‹ āĻ¯āĻžā§ŸāĻ¨āĻž āĨ¤ + +āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻž (Unstructured Data) āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻŦāĻŋāĻŦā§‡āĻšāĻŋāĻ¤ āĻšāĻ¯āĻŧāĨ¤ + +āĻ•āĻ˛ā§āĻĒāĻ¨āĻž āĻ•āĻ°āĻŋ āĻ†āĻŽāĻ°āĻž āĻāĻ•āĻŸāĻŋ āĻŦāĻĄāĻŧ āĻŦāĻžāĻŖāĻŋāĻœā§āĻ¯āĻŋāĻ• āĻ–āĻžāĻŽāĻžāĻ°ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¯āĻžāĻ¨āĻŦāĻžāĻšāĻ¨ā§‡āĻ° āĻŦāĻšāĻ°ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ¯ā§āĻ•ā§āĻ¤ āĻ•āĻ°ā§‡āĻ›āĻŋāĨ¤ āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ§āĻ°āĻŖā§‡āĻ° āĻ—āĻžāĻĄāĻŧāĻŋāĻ° āĻœāĻ¨ā§āĻ¯ āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻžāĻ° āĻĻāĻ°āĻ•āĻžāĻ° āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ: + +* āĻŸā§āĻ°āĻžāĻ•ā§āĻŸāĻ°ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĻāĻ°āĻ•āĻžāĻ° āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡ āĻāĻŸāĻŋ āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ¯ā§‡ āĻ¤āĻžāĻ°āĻž āĻ¸āĻ āĻŋāĻ• āĻ–āĻžāĻŽāĻžāĻ°ā§‡ āĻŦāĻž āĻ•ā§āĻˇā§‡āĻ¤ā§‡ āĻ•āĻžāĻœ āĻ•āĻ°āĻ›ā§‡ +* āĻšāĻžāĻ˛āĻ•āĻ°āĻž āĻ¨āĻŋāĻ°āĻžāĻĒāĻĻā§‡ āĻ—āĻžāĻĄāĻŧāĻŋ āĻšāĻžāĻ˛āĻžāĻšā§āĻ›ā§‡ āĻ•āĻŋāĻ¨āĻž, āĻĄā§āĻ°āĻžāĻ‡āĻ­āĻžāĻ°ā§‡āĻ° āĻĒāĻ°āĻŋāĻšāĻ¯āĻŧ āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤āĻ•āĻ°āĻŖ āĻāĻŦāĻ‚ āĻ•āĻ¤āĻ•ā§āĻˇāĻŖ āĻ•āĻžāĻœ āĻ•āĻ°āĻ›ā§‡ āĻ¤āĻž āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ–āĻžāĻĻā§āĻ¯āĻ¸āĻžāĻŽāĻ—ā§āĻ°ā§€ āĻĒāĻ°āĻŋāĻŦāĻšāĻ¨ā§‡āĻ° āĻŸā§āĻ°āĻžāĻ•āĻ—ā§āĻ˛āĻŋāĻ¤ā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻžāĻ° āĻĒāĻžāĻļāĻžāĻĒāĻžāĻļāĻŋ āĻ—āĻ¤āĻŋāĻ¸āĻ‚āĻ•ā§āĻ°āĻžāĻ¨ā§āĻ¤ āĻĄā§‡āĻŸāĻžāĻ“ āĻĒā§āĻ°ā§Ÿā§‹āĻœāĻ¨āĨ¤ +* āĻ°ā§‡āĻĢā§āĻ°āĻŋāĻœāĻžāĻ°ā§‡āĻŸā§‡āĻĄ āĻŸā§āĻ°āĻžāĻ•ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¤āĻžāĻĒāĻŽāĻžāĻ¤ā§āĻ°āĻžāĻ° āĻ¤āĻĨā§āĻ¯ āĻ–ā§āĻŦ āĻ—ā§āĻ°ā§āĻ¤ā§āĻŦāĻĒā§‚āĻ°ā§āĻŖ āĻ¯āĻžāĻ¤ā§‡ āĻ–āĻžāĻŦāĻžāĻ° āĻ–ā§āĻŦ āĻ—āĻ°āĻŽ āĻŦāĻž āĻ āĻžāĻ¨ā§āĻĄāĻž āĻ¨āĻž āĻšāĻ¯āĻŧ āĻāĻŦāĻ‚ āĻĒāĻ°āĻŋāĻŦāĻšāĻŖā§‡āĻ° āĻ¸āĻŽā§Ÿ āĻ¤āĻž āĻ¨āĻˇā§āĻŸ āĻ¨āĻž āĻšāĻ¯āĻŧāĨ¤ + +āĻāĻ‡ āĻĄā§‡āĻŸāĻž āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻŋāĻ¤ āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ, āĻ¯āĻĻāĻŋ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸āĻŸāĻŋ āĻāĻ•āĻŸāĻŋ āĻŸā§āĻ°āĻžāĻ•ā§‡āĻ° āĻ•ā§āĻ¯āĻžāĻŦā§‡ āĻĨāĻžāĻ•ā§‡, āĻ¤āĻŦā§‡ āĻŸā§āĻ°ā§‡āĻ˛āĻžāĻ° āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻ¨ā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻžāĻĨā§‡ āĻĄā§‡āĻŸāĻžāĻ“ āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻŋāĻ¤ āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡, āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ āĻ¯āĻ–āĻ¨ āĻāĻ•āĻŸāĻŋ āĻ°ā§‡āĻĢā§āĻ°āĻŋāĻœāĻžāĻ°ā§‡āĻŸā§‡āĻĄ āĻŸā§āĻ°ā§‡āĻ˛āĻžāĻ° āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻšāĻŦā§‡, āĻ¤āĻ–āĻ¨āĻ‡ āĻļā§āĻ§ā§ āĻ¤āĻžāĻĒāĻŽāĻžāĻ¤ā§āĻ°āĻžāĻ° āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°ā§‡āĻ°āĻŖ āĻ•āĻ°āĻž āĻšāĻŦā§‡āĨ¤ + +✅ āĻ†āĻ° āĻ•ā§‹āĻ¨ āĻ•ā§‹āĻ¨ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ—ā§āĻ°āĻšāĻŖ āĻ¯ā§‡āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡? āĻŸā§āĻ°āĻžāĻ•āĻ—ā§āĻ˛āĻŋ āĻ¯ā§‡ āĻ§āĻ°āĻŖā§‡āĻ° āĻŦā§‹āĻāĻž āĻŦāĻšāĻ¨ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡ āĻ¸ā§‡ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻāĻ•āĻŸā§ āĻšāĻŋāĻ¨ā§āĻ¤āĻž āĻ•āĻ°āĻŋ āĻāĻŦāĻ‚ āĻ¸ā§‡āĻ‡āĻ¸āĻžāĻĨā§‡ āĻ°āĻ•ā§āĻˇāĻŖāĻžāĻŦā§‡āĻ•ā§āĻˇāĻŖā§‡āĻ° āĻĄā§‡āĻŸāĻž āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡āĻ“ āĻ­āĻžāĻŦāĻž āĻ¯ā§‡āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ + +āĻāĻ‡ āĻ¤āĻĨā§āĻ¯ āĻ¯āĻžāĻ¨āĻŦāĻžāĻšāĻ¨ā§‡āĻ° āĻ‰āĻĒāĻ° āĻ¨āĻŋāĻ°ā§āĻ­āĻ° āĻ•āĻ°ā§‡ āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻŋāĻ¤ āĻšāĻ¯āĻŧ, āĻ•āĻŋāĻ¨ā§āĻ¤ā§ āĻāĻ¸āĻŦ āĻ¤āĻĨā§āĻ¯āĻžāĻŦāĻ˛āĻŋ āĻ†āĻ¸āĻ˛ā§‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻžāĻ•āĻ°āĻŖā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ•āĻ‡ IoT āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ā§‡ āĻĒāĻžāĻ āĻžāĻ¨ā§‹ āĻšāĻ¯āĻŧāĨ¤ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸āĻŸāĻŋāĻ•ā§‡ āĻāĻ‡ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻ¤ā§‡ āĻšāĻŦā§‡, āĻāĻŸāĻŋāĻ•ā§‡ āĻāĻŽāĻ¨āĻ­āĻžāĻŦā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻ¯āĻž āĻāĻŸāĻŋ āĻ…āĻ¨ā§āĻ¸āĻ¨ā§āĻ§āĻžāĻ¨ āĻŦāĻž āĻŦāĻŋāĻļā§āĻ˛ā§‡āĻˇāĻŖā§‡āĻ° āĻ…āĻ¨ā§āĻŽāĻ¤āĻŋ āĻĻā§‡āĻ¯āĻŧ āĻ†āĻŦāĻžāĻ° āĻāĻ‡ āĻĄā§‡āĻŸāĻž āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ° āĻ¸āĻžāĻĨā§‡āĻ“ āĻ¯ā§‡āĻ¨ āĻ•āĻžāĻœ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ + +### SQL āĻāĻŦāĻ‚ NoSQL āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ + +āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸āĻ—ā§āĻ˛āĻŋ āĻāĻŽāĻ¨ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻž āĻ¯āĻž āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻāĻŦāĻ‚ āĻ•ā§ā§Ÿā§‡āĻ°āĻŋ āĻ•āĻ°āĻžāĻ° āĻ¸ā§āĻ¯ā§‹āĻ— āĻĻā§‡āĻ¯āĻŧāĨ¤ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸ āĻĻā§āĻ‡ āĻĒā§āĻ°āĻ•āĻžāĻ° āĻšā§Ÿ - SQL āĻāĻŦāĻ‚ NoSQL + +#### SQL databases + +āĻĒā§āĻ°āĻĨāĻŽāĻĻāĻŋāĻ•ā§‡āĻ° āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸āĻ—ā§āĻ˛ā§‹ āĻ›āĻŋāĻ˛ āĻ°āĻŋāĻ˛ā§‡āĻļāĻ¨āĻžāĻ˛ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸ āĻŽā§āĻ¯āĻžāĻ¨ā§‡āĻœāĻŽā§‡āĻ¨ā§āĻŸ āĻ¸āĻŋāĻ¸ā§āĻŸā§‡āĻŽāĻ¸ (āĻ†āĻ°āĻĄāĻŋāĻŦāĻŋāĻāĻŽāĻāĻ¸), āĻŦāĻž āĻ°āĻŋāĻ˛ā§‡āĻļāĻ¨āĻžāĻ˛ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸āĨ¤ āĻ¸ā§āĻŸā§āĻ°āĻžāĻ•āĻšāĻžāĻ°ā§āĻĄ āĻ•ā§āĻ¯ā§‹āĻ¯āĻŧāĻžāĻ°ā§€ āĻ˛ā§āĻ¯āĻžāĻ™ā§āĻ—ā§āĻ¯āĻŧā§‡āĻœ (āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛) āĻāĻ–āĻžāĻ¨ā§‡ āĻĄā§‡āĻŸāĻž āĻ¯ā§‹āĻ—, āĻ…āĻĒāĻ¸āĻžāĻ°āĻŖ, āĻ†āĻĒāĻĄā§‡āĻŸ āĻŦāĻž āĻ•ā§‹āĻ¯āĻŧā§‡āĻ°āĻŋ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ¤āĻžāĻĻā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ‡āĻ¨ā§āĻŸāĻžāĻ°āĻ…ā§āĻ¯āĻžāĻ•ā§āĻŸ āĻ•āĻ°āĻžāĻ° āĻĒāĻ°ā§‡ āĻāĻŸāĻŋ āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ āĻ¨āĻžāĻŽā§‡āĻ“ āĻĒāĻ°āĻŋāĻšāĻŋā§āĻ¤āĻŋ āĻ˛āĻžāĻ­ āĻ•āĻ°ā§‡āĨ¤ āĻāĻ‡ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸āĻ—ā§āĻ˛ā§‹ āĻāĻ•āĻŸāĻŋ āĻ¸ā§āĻ•āĻŋāĻŽāĻž āĻ¨āĻŋāĻ¯āĻŧā§‡ āĻ—āĻ āĻŋāĻ¤ āĻ¯āĻž āĻ¸ā§āĻĒā§āĻ°ā§‡āĻĄāĻļā§€āĻŸā§‡āĻ° āĻŽāĻ¤āĻ‡ āĻĄā§‡āĻŸāĻž āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡āĻ° āĻāĻ•āĻŸāĻŋ āĻ¸ā§-āĻ¸āĻ‚āĻœā§āĻžāĻžāĻ¯āĻŧāĻŋāĻ¤ āĻ¸ā§‡āĻŸāĨ¤ āĻĒā§āĻ°āĻ¤āĻŋāĻŸāĻŋ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻāĻ•āĻžāĻ§āĻŋāĻ• āĻ¨āĻžāĻŽāĻ¯ā§āĻ•ā§āĻ¤ āĻ•āĻ˛āĻžāĻŽ āĻ°āĻ¯āĻŧā§‡āĻ›ā§‡āĨ¤ āĻ¯āĻ–āĻ¨ āĻĄā§‡āĻŸāĻž āĻ¯ā§‹āĻ— āĻŦāĻž insert āĻ•āĻ°āĻž, āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻāĻ•āĻŸāĻŋ āĻ¸āĻžāĻ°āĻŋ āĻ¯ā§‹āĻ— āĻ•āĻ°āĻž, āĻĒā§āĻ°āĻ¤āĻŋāĻŸāĻŋ āĻ•āĻ˛āĻžāĻŽā§‡ āĻŽāĻžāĻ¨ āĻ°āĻžāĻ–āĻž - āĻāĻ¸āĻŦ āĻ•āĻ°āĻž āĻ¯āĻžā§ŸāĨ¤ āĻāĻŸāĻŋ āĻĄā§‡āĻŸāĻžāĻ—ā§āĻ˛āĻŋāĻ•ā§‡ āĻāĻ•āĻŸāĻŋ āĻ…āĻ¤ā§āĻ¯āĻ¨ā§āĻ¤ āĻ•āĻ ā§‹āĻ° āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ° āĻŽāĻ§ā§āĻ¯ā§‡ āĻ°āĻžāĻ–ā§‡ - āĻ¯āĻĻāĻŋāĻ“ āĻ•āĻ˛āĻžāĻŽāĻ—ā§āĻ˛āĻŋ āĻ†āĻŽāĻ°āĻž āĻšāĻžāĻ‡āĻ˛ā§‡ āĻ–āĻžāĻ˛āĻŋ āĻ°āĻžāĻ–āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋ, āĻ¤āĻŦā§‡ āĻāĻ•āĻŸāĻŋ āĻ¨āĻ¤ā§āĻ¨ āĻ•āĻ˛āĻžāĻŽ āĻ¯ā§āĻ•ā§āĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻžāĻ‡āĻ˛ā§‡ āĻ…āĻŦāĻļā§āĻ¯āĻ‡ āĻŦāĻŋāĻĻā§āĻ¯āĻŽāĻžāĻ¨ āĻ¸āĻžāĻ°āĻŋāĻ° (ROW) āĻŽāĻžāĻ¨āĻ—ā§āĻ˛āĻŋ āĻĒā§‚āĻ°āĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ āĻāĻ‡ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸āĻ—ā§āĻ˛āĻŋ āĻ°āĻŋāĻ˛ā§‡āĻļāĻ¨āĻžāĻ˛ - āĻ¤āĻžāĻ‡ āĻāĻ–āĻžāĻ¨ā§‡ āĻāĻ•āĻŸāĻŋ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡āĻ° āĻ…āĻ¨ā§āĻ¯āĻŸāĻŋāĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ• āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ + +![A relational database with the ID of the User table relating to the user ID column of the purchases table, and the ID of the products table relating to the product ID of the purchases table](../../../../images/sql-database.png) + +āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ, āĻ¯āĻĻāĻŋ āĻ•ā§‹āĻ¨ āĻāĻ•āĻŸāĻŋ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻ†āĻŽāĻ°āĻž āĻ•ā§‹āĻ¨ā§‹ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€āĻ° āĻŦā§āĻ¯āĻ•ā§āĻ¤āĻŋāĻ—āĻ¤ āĻŦāĻŋāĻŦāĻ°āĻŖ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻŋ, āĻ¤āĻžāĻšāĻ˛ā§‡ āĻĒā§āĻ°āĻ¤āĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€āĻ° āĻœāĻ¨ā§āĻ¯ āĻ…āĻ­ā§āĻ¯āĻ¨ā§āĻ¤āĻ°ā§€āĻŖ āĻ¸ā§āĻŦāĻ¤āĻ¨ā§āĻ¤ā§āĻ° (UNIQUE) āĻ†āĻ‡āĻĄāĻŋ āĻĨāĻžāĻ•āĻŦā§‡ āĻ¯āĻž āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€āĻ° āĻ¨āĻžāĻŽ āĻāĻŦāĻ‚ āĻ āĻŋāĻ•āĻžāĻ¨āĻž āĻ¸āĻŽā§āĻŦāĻ˛āĻŋāĻ¤ āĻ¸āĻžāĻ°āĻŋāĻ¤ā§‡ āĻŦā§āĻ¯āĻŦāĻšā§ƒāĻ¤ āĻšāĻ¯āĻŧāĨ¤ āĻ†āĻŽāĻ°āĻž āĻ¯āĻĻāĻŋ āĻ¸ā§‡āĻ‡ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻ…āĻ¨ā§āĻ¯āĻžāĻ¨ā§āĻ¯ āĻŦāĻŋāĻŦāĻ°āĻŖ āĻ¯ā§‡āĻŽāĻ¨ āĻ¤āĻžāĻĻā§‡āĻ° āĻ•ā§āĻ°āĻ¯āĻŧ āĻ¤āĻžāĻ˛āĻŋāĻ•āĻž āĻ…āĻ¨ā§āĻ¯ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻžāĻ‡, āĻ¤āĻžāĻšāĻ˛ā§‡ āĻ¸ā§‡āĻ‡ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€āĻ° āĻ†āĻ‡āĻĄāĻŋāĻ° āĻœāĻ¨ā§āĻ¯ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ¨āĻ¤ā§āĻ¨ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻāĻ•āĻŸāĻŋ āĻ•āĻ˛āĻžāĻŽ āĻĨāĻžāĻ•āĻŦā§‡āĨ¤ āĻ¯āĻ–āĻ¨ āĻ†āĻŽāĻ°āĻž āĻ•ā§‹āĻ¨ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°āĻ•āĻžāĻ°ā§€ā§āĻ° āĻ¤āĻĨā§āĻ¯ āĻ–ā§āĻāĻœāĻŦā§‹, āĻ†āĻŽāĻ°āĻž āĻ¤āĻžāĻĻā§‡āĻ° āĻ†āĻ‡āĻĄāĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¤āĻžāĻĻā§‡āĻ° āĻŦā§āĻ¯āĻ•ā§āĻ¤āĻŋāĻ—āĻ¤ āĻ¤āĻĨā§āĻ¯ āĻāĻ• āĻŸā§‡āĻŦāĻŋāĻ˛ āĻĨā§‡āĻ•ā§‡ āĻāĻŦāĻ‚ āĻ…āĻ¨ā§āĻ¯ āĻŸā§‡āĻŦāĻŋāĻ˛ āĻĨā§‡āĻ•ā§‡ āĻ¤āĻžāĻĻā§‡āĻ° āĻ•ā§‡āĻ¨āĻžāĻ•āĻžāĻŸāĻžāĻ° āĻ¸āĻ•āĻ˛ āĻ¤āĻĨā§āĻ¯ āĻĒā§‡ā§Ÿā§‡ āĻ¯āĻžāĻŦāĨ¤ + +āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸āĻ—ā§āĻ˛āĻŋ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻŦāĻ‚ āĻ¸ā§āĻ•āĻŋāĻŽāĻžāĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻžāĻŽāĻžā§āĻœāĻ¸ā§āĻ¯ āĻ°āĻžāĻ–āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ†āĻĻāĻ°ā§āĻļāĨ¤ + +✅ āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ°ā§‡āĻ° āĻ…āĻ­āĻŋāĻœā§āĻžāĻ¤āĻž āĻ¨āĻž āĻĨāĻžāĻ•āĻ˛ā§‡ [SQL page - Wikipedia](https://wikipedia.org/wiki/SQL) āĻĨā§‡āĻ•ā§‡ āĻŦāĻŋāĻ¸ā§āĻ¤āĻžāĻ°āĻŋāĻ¤ āĻœāĻžāĻ¨āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹āĨ¤ + +āĻ•āĻŋāĻ›ā§ āĻŦāĻšā§āĻ˛ āĻĒāĻ°āĻŋāĻšāĻŋāĻ¤ āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ āĻšāĻ˛ā§‹ Microsoft SQL Server, MySQL āĻāĻŦāĻ‚ PostgreSQL āĨ¤ + +✅ āĻ•āĻŋāĻ›ā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•: āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ āĻāĻŦāĻ‚ āĻāĻĻā§‡āĻ° āĻ•āĻ°ā§āĻŽāĻĒāĻ°āĻŋāĻ§āĻŋ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻœā§āĻžāĻžāĻ¨ āĻ…āĻ°ā§āĻœāĻ¨ āĻ•āĻ°āĻŋāĨ¤ + +#### NoSQL āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ + +NoSQL āĻĄā§‡āĻŸāĻžāĻŦāĻ¸ā§‡āĻ¸ā§‡āĻ° āĻ¨āĻžāĻŽā§‡āĻ° āĻ†āĻ—ā§‡ NO āĻŦāĻž 'āĻ¨āĻž' āĻ°āĻžāĻ–āĻžāĻ° āĻ•āĻžāĻ°āĻŖāĻ‡ āĻšāĻ˛ā§‹ āĻ¤āĻžāĻĻā§‡āĻ° āĻ¸ā§‡āĻ‡ āĻ¸ā§āĻ—āĻ āĻŋāĻ¤ āĻ•āĻžāĻ āĻžāĻŽā§‹ āĻ¨ā§‡āĻ‡āĨ¤ āĻ¤āĻžāĻ°āĻž 'āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸' āĻ¨āĻžāĻŽā§‡āĻ“ āĻĒāĻ°āĻŋāĻšāĻŋāĻ¤ āĻ•āĻžāĻ°āĻŖ āĻ¤āĻžāĻ°āĻž āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸā§‡āĻ° āĻŽāĻ¤ā§‹ āĻ…āĻ¸āĻ‚āĻ—āĻ āĻŋāĻ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ + +> 💁 āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ āĻœā§‡āĻ¨ā§‡ āĻ°āĻžāĻ–āĻž āĻ­āĻžāĻ˛ā§‹ āĻ¯ā§‡ āĻ•āĻŋāĻ›ā§ NoSQL āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ā§‡ āĻ†āĻŽāĻ°āĻž SQL āĻāĻ° āĻŽāĻ¤ āĻ•āĻ°ā§‡ āĻ•ā§ā§Ÿā§‡āĻ°āĻŋ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹āĨ¤ + +![Documents in folders in a NoSQL database](../../../../images/noqsl-database.png) + +NoSQL āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸ā§‡āĻ° āĻāĻ•āĻŸāĻŋ āĻĒā§‚āĻ°ā§āĻŦāĻ¨āĻŋāĻ°ā§āĻ§āĻžāĻ°āĻŋāĻ¤ āĻ¸ā§āĻ•āĻŋāĻŽāĻž āĻ¨ā§‡āĻ‡ āĻ¯āĻž āĻĄā§‡āĻŸāĻž āĻ•āĻŋāĻ­āĻžāĻŦā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻšāĻ¯āĻŧ āĻ¤āĻž āĻ¸ā§€āĻŽāĻžāĻŦāĻĻā§āĻ§ āĻ•āĻ°āĻŦā§‡, āĻŦāĻ°āĻ‚ āĻāĻ° āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤ā§‡ āĻ†āĻŽāĻ°āĻž āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ JSON āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¯ā§‡āĻ•ā§‹āĻ¨ā§‹ āĻ…āĻŦāĻŋāĻ•ā§āĻ°āĻŋāĻ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻ¨ā§āĻ¨āĻŋāĻŦā§‡āĻļ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋāĨ¤ āĻāĻ‡ āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛ā§‹ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ•āĻŽā§āĻĒāĻŋāĻ‰āĻŸāĻžāĻ°ā§‡āĻ° āĻĢāĻžāĻ‡āĻ˛ā§‡āĻ° āĻŽāĻ¤ā§‹ āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ°ā§‡ āĻ¸āĻ‚āĻ—āĻ āĻŋāĻ¤ āĻšāĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻĒā§āĻ°āĻ¤āĻŋāĻŸāĻŋ āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸā§‡ āĻ­āĻŋāĻ¨ā§āĻ¨ āĻ­āĻŋāĻ¨ā§āĻ¨ āĻĢāĻŋāĻ˛ā§āĻĄ āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡ - āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ, āĻ¯āĻĻāĻŋ āĻ†āĻŽāĻ°āĻž āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ–āĻžāĻŽāĻžāĻ°ā§‡āĻ° āĻ¯āĻžāĻ¨āĻŦāĻžāĻšāĻ¨ āĻĨā§‡āĻ•ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻŋ, āĻ•āĻžāĻ°āĻ“ āĻ•āĻžāĻ°āĻ“ āĻœāĻ¨ā§āĻ¯ āĻ…ā§āĻ¯āĻžāĻ•āĻ¸āĻŋāĻ˛āĻ°ā§‹āĻŽāĻŋāĻŸāĻžāĻ° āĻāĻŦāĻ‚ āĻ—āĻ¤āĻŋāĻ° āĻĄā§‡āĻŸāĻžāĻ° āĻĢāĻŋāĻ˛ā§āĻĄ āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡, āĻ…āĻ¨ā§āĻ¯āĻĻā§‡āĻ° āĻŸā§āĻ°ā§‡āĻ˛āĻžāĻ°ā§‡ āĻ¤āĻžāĻĒāĻŽāĻžāĻ¤ā§āĻ°āĻžāĻ° āĻĢāĻŋāĻ˛ā§āĻĄ āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻ¯āĻĻāĻŋ āĻ†āĻŽāĻ°āĻž āĻāĻ•āĻŸāĻŋ āĻ¨āĻ¤ā§āĻ¨ āĻ§āĻ°āĻŖā§‡āĻ° āĻŸā§āĻ°āĻžāĻ• āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻšāĻžāĻ‡, āĻ¯ā§‡āĻŽāĻ¨ āĻāĻ•āĻŸāĻŋ āĻŦāĻŋāĻ˛ā§āĻŸ-āĻ‡āĻ¨ āĻ¸ā§āĻ•ā§‡āĻ˛ āĻ¯ā§āĻ•ā§āĻ¤ āĻ—āĻžā§œāĻŋ āĻ¯āĻž āĻāĻ¤ā§‡ āĻĨāĻžāĻ•āĻž āĻ“āĻœāĻ¨ āĻŸā§āĻ°ā§āĻ¯āĻžāĻ• āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡, āĻ¤āĻžāĻšāĻ˛ā§‡ āĻ†āĻŽāĻžāĻĻā§‡āĻ° IoT āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸āĻŸāĻŋ āĻāĻ‡ āĻ¨āĻ¤ā§āĻ¨ āĻĢāĻŋāĻ˛ā§āĻĄāĻŸāĻŋ āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡ āĻāĻŦāĻ‚ āĻāĻŸāĻŋ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸ā§‡āĻ° āĻ•ā§‹āĻ¨ āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻ¨ āĻ›āĻžāĻĄāĻŧāĻžāĻ‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ + +āĻ•āĻŋāĻ›ā§ āĻ¸ā§āĻĒāĻ°āĻŋāĻšāĻŋāĻ¤ NoSQL database āĻšāĻ˛ā§‹ Azure CosmosDB, MongoDB āĻāĻŦāĻ‚ CouchDB āĨ¤ + +✅ āĻāĻ•āĻŸā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•: āĻ¨ā§‹āĻāĻ¸āĻ•āĻŋāĻ‰āĻāĻ˛ āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ āĻāĻŦāĻ‚ āĻāĻĻā§‡āĻ° āĻ•āĻ°ā§āĻŽāĻĒāĻ°āĻŋāĻ§āĻŋ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻœā§āĻžāĻžāĻ¨ āĻ…āĻ°ā§āĻœāĻ¨ āĻ•āĻ°āĻŋāĨ¤ + +āĻāĻ‡ āĻĒāĻžāĻ ā§‡, āĻ†āĻŽāĻ°āĻž āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ¸āĻžā§āĻšāĻ¯āĻŧ (Store) āĻ•āĻ°āĻ¤ā§‡ NoSQL āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŦāĨ¤ + +## GPS āĻĄā§‡āĻŸāĻž IoT Hub āĻ āĻĒā§āĻ°ā§‡āĻ°āĻŖ + +āĻ—āĻ¤ āĻĒāĻžāĻ ā§‡ āĻ†āĻŽāĻ°āĻž āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻ‚āĻ¯ā§āĻ•ā§āĻ¤ āĻāĻ•āĻŸāĻŋ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ¸ā§‡āĻ¨ā§āĻ¸āĻ° āĻĨā§‡āĻ•ā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻ•ā§āĻ¯āĻžāĻĒāĻšāĻžāĻ° āĻ•āĻ°ā§‡āĻ›āĻŋāĨ¤ āĻāĻ‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ•ā§āĻ˛āĻžāĻ‰āĻĄā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡, āĻ¤āĻž āĻāĻ•āĻŸāĻŋ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻžāĻ¤ā§‡ āĻĒāĻžāĻ āĻžāĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ āĻāĻŦāĻžāĻ°āĻ“ āĻ†āĻŽāĻ°āĻž Azure IoT Hub āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŦ, āĻāĻ•āĻ‡ IoT āĻ•ā§āĻ˛āĻžāĻ‰āĻĄ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻž āĻ¯āĻž āĻ†āĻŽāĻ°āĻž āĻ†āĻ—ā§‡āĻ° āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸā§‡ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡āĻ›āĻŋāĻ˛āĻžāĻŽāĨ¤ + +![Sending GPS telemetry from an IoT device to IoT Hub](../../../../images/gps-telemetry-iot-hub.png) + +### āĻ•āĻžāĻœ - GPS āĻĄā§‡āĻŸāĻž IoT Hub āĻ āĻĒā§āĻ°ā§‡āĻ°āĻŖ + +1. āĻ¨āĻ¤ā§āĻ¨ āĻāĻ•āĻŸāĻŋ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻ–ā§āĻ˛āĻ¤ā§‡ āĻšāĻŦā§‡ free tier āĻāĻ° āĨ¤ + + > ⚠ī¸ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ [āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸ-ā§¨ āĻ˛ā§‡āĻ¸āĻ¨-ā§Ē āĻĨā§‡āĻ•ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻ¤ā§ˆāĻ°ā§€āĻ° āĻ¨āĻŋāĻ°ā§āĻĻā§‡āĻļāĻžāĻŦāĻ˛āĻŋ āĻ…āĻ¨ā§āĻ¸āĻ°āĻŖ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡](../../../../2-farm/lessons/4-migrate-your-plant-to-the-cloud/README.md#create-an-iot-service-in-the-cloud) āĻĒā§āĻ°ā§Ÿā§‹āĻœāĻ¨āĻŦā§‹āĻ§ā§‡āĨ¤ + + āĻ¨āĻ¤ā§āĻ¨ āĻāĻ•āĻŸāĻŋ Resource Group āĻ–ā§‹āĻ˛āĻžāĻ° āĻŦāĻŋāĻˇā§ŸāĻŸāĻŋ āĻŽāĻ¨ā§‡ āĻ°āĻžāĻ–āĻ¤ā§‡ āĻšāĻŦā§‡, āĻ¯ā§‡āĻŸāĻŋāĻ° āĻ¨āĻžāĻŽ `gps-sensor` āĻĻā§‡ā§ŸāĻž āĻ¯āĻžā§Ÿ āĻ¨āĻ¤ā§āĻ¨ IoT Hub āĻāĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ•āĻŸāĻŋ āĻ‡āĻ‰āĻ¨āĻŋāĻ• āĻ¨āĻžāĻŽ āĻ¯ā§‡āĻŽāĻ¨ `gps-sensor-` āĻĻā§‡ā§ŸāĻž āĻ¯ā§‡āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ + + > 💁 āĻ¯āĻĻāĻŋ āĻĒā§‚āĻ°ā§āĻŦāĻŦāĻ°ā§āĻ¤ā§€ āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸā§‡ āĻŦā§āĻ¯āĻŦāĻšā§ƒāĻ¤ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻĨāĻžāĻ•ā§‡, āĻ¸ā§‡āĻŸāĻŋāĻ“ āĻĒā§āĻ¨āĻ°āĻžāĻ¯āĻŧ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻāĻŦāĻ‚ āĻ°āĻŋāĻ¸ā§‹āĻ°ā§āĻ¸ āĻ—ā§āĻ°ā§āĻĒā§‡āĻ° āĻ¨āĻžāĻŽ āĻ¸āĻ āĻŋāĻ•āĻ­āĻžāĻŦā§‡ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ āĻ¤ā§ˆāĻ°āĻŋāĻ° āĻ¸āĻŽā§ŸāĨ¤ + +1. āĻšāĻžāĻŦā§‡ āĻāĻ•āĻŸāĻŋ āĻ¨āĻ¤ā§āĻ¨ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ¯ā§‹āĻ— āĻ•āĻ°āĻŋ āĻāĻŦāĻ‚ `gps-sensor` āĻ¨āĻžāĻŽ āĻĻāĻŋāĻ‡āĨ¤ āĻ•āĻžāĻ¨ā§‡āĻ•āĻļāĻ¨ āĻ¸ā§āĻŸā§āĻ°āĻŋāĻ‚ āĻŸāĻŋ āĻ¨ā§‹āĻŸ āĻ°āĻžāĻ–āĻŋ + +1. āĻ†āĻ—ā§‡āĻ° āĻ§āĻžāĻĒ āĻĨā§‡āĻ•ā§‡ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ¸āĻ‚āĻ¯ā§‹āĻ— āĻ¸ā§āĻŸā§āĻ°āĻŋāĻ‚ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¨āĻ¤ā§āĻ¨ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ -āĻ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĒāĻžāĻ āĻžāĻ¤ā§‡ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ•ā§‹āĻĄ āĻ†āĻĒāĻĄā§‡āĻŸ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + + > ⚠ī¸ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ [āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸ-ā§¨ āĻ˛ā§‡āĻ¸āĻ¨-ā§Ē āĻĨā§‡āĻ•ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ¸āĻ‚āĻ¯ā§‹āĻœāĻ¨ā§‡āĻ° āĻ¨āĻŋāĻ°ā§āĻĻā§‡āĻļāĻžāĻŦāĻ˛āĻŋ ](../../../../2-farm/lessons/4-migrate-your-plant-to-the-cloud/README.md#connect-your-device-to-the-iot-service) āĻ…āĻ¨ā§āĻ¸āĻ°āĻŖ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ + +1. āĻ¯āĻ–āĻ¨ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°ā§‡āĻ°āĻŖ āĻ•āĻ°āĻŦ, āĻ¤āĻ–āĻ¨ āĻāĻŸāĻŋ āĻ¨āĻŋāĻŽā§āĻ¨āĻ˛āĻŋāĻ–āĻŋāĻ¤ āĻŦāĻŋāĻ¨ā§āĻ¯āĻžāĻ¸ā§‡ JSON āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡: + + ```json + { + "gps" : + { + "lat" : , + "lon" : + } + } + ``` + +1. āĻĒā§āĻ°āĻ¤āĻŋ āĻŽāĻŋāĻ¨āĻŋāĻŸā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĒāĻžāĻ āĻžāĻ¤ā§‡ āĻšāĻŦā§‡ āĻ¯āĻžāĻ¤ā§‡ āĻĻā§ˆāĻ¨āĻŋāĻ• āĻŽā§āĻ¯āĻžāĻ¸ā§‡āĻœ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻāĻ° āĻ˛āĻŋāĻŽāĻŋāĻŸ āĻļā§‡āĻˇ āĻ¨āĻž āĻšā§ŸāĨ¤ + +āĻ†āĻŽāĻ°āĻž āĻ¯āĻĻāĻŋ Wio āĻŸāĻžāĻ°ā§āĻŽāĻŋāĻ¨āĻžāĻ˛ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§āĻ°āĻŋ, āĻ¤āĻžāĻšāĻ˛ā§‡ āĻ¸āĻŽāĻ¸ā§āĻ¤ āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ā§€āĻ¯āĻŧ āĻ˛āĻžāĻ‡āĻŦā§āĻ°ā§‡āĻ°āĻŋ āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻāĻŦāĻ‚ āĻāĻ•āĻŸāĻŋ NTP āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ° āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¸āĻŽāĻ¯āĻŧ āĻ¨āĻŋāĻ°ā§āĻ§āĻžāĻ°āĻŖ āĻ•āĻ°āĻžāĻ° āĻĒā§āĻ°ā§Ÿā§‹āĻœāĻ¨ āĻšāĻŦā§‡āĨ¤ āĻ—āĻ¤ āĻĒāĻžāĻ  āĻĨā§‡āĻ•ā§‡ āĻŦāĻŋāĻĻā§āĻ¯āĻŽāĻžāĻ¨ āĻ•ā§‹āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ , āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ•ā§‹āĻĄāĻŸāĻŋ āĻĻā§āĻŦāĻžāĻ°āĻž āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻ¯ā§‡ āĻāĻŸāĻŋ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ˛ā§‹āĻ•ā§‡āĻļāĻ¨ āĻĒāĻžāĻ āĻžāĻ¨ā§‹āĻ° āĻ†āĻ—ā§‡ āĻ¸āĻŋāĻ°āĻŋāĻ¯āĻŧāĻžāĻ˛ āĻĒā§‹āĻ°ā§āĻŸ āĻĨā§‡āĻ•ā§‡ āĻ¸āĻŽāĻ¸ā§āĻ¤ āĻĄā§‡āĻŸāĻž āĻĒāĻĄāĻŧā§‡āĻ›ā§‡āĨ¤ JSON āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸ āĻ¤ā§ˆāĻ°āĻŋ āĻ•āĻ°āĻ¤ā§‡ āĻ¨āĻŋāĻŽā§āĻ¨āĻ˛āĻŋāĻ–āĻŋāĻ¤ āĻ•ā§‹āĻĄāĻŸāĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŋ: + +```cpp +DynamicJsonDocument doc(1024); +doc["gps"]["lat"] = gps.location.lat(); +doc["gps"]["lon"] = gps.location.lng(); +``` +āĻ­āĻžāĻ°ā§āĻšā§āĻ¯āĻŧāĻžāĻ˛ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ˛ā§‡, āĻāĻŸāĻŋāĻ° āĻœāĻ¨ā§āĻ¯ āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ā§€āĻ¯āĻŧ āĻ¸āĻŽāĻ¸ā§āĻ¤ āĻ˛āĻžāĻ‡āĻŦā§āĻ°ā§‡āĻ°āĻŋ āĻ‡āĻ¨āĻ¸ā§āĻŸāĻ˛ āĻ•āĻ°āĻžāĻ° āĻŦāĻŋāĻˇā§ŸāĻŸāĻŋ āĻŽāĻ¨ā§‡ āĻ°āĻžāĻ–āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + +āĻ°āĻžāĻ¸ā§āĻĒāĻŦā§‡āĻ°āĻŋ āĻĒāĻžāĻ‡ āĻāĻŦāĻ‚ āĻ­āĻžāĻ°ā§āĻšā§āĻ¯āĻŧāĻžāĻ˛ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻ‰āĻ­āĻ¯āĻŧ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ā§‡āĻ° āĻœāĻ¨ā§āĻ¯, āĻ…āĻ•ā§āĻˇāĻžāĻ‚āĻļ āĻāĻŦāĻ‚ āĻĻā§āĻ°āĻžāĻ˜āĻŋāĻŽāĻžāĻ‚āĻļā§‡āĻ° āĻŽāĻžāĻ¨āĻ—ā§āĻ˛āĻŋ āĻĒā§‡āĻ¤ā§‡ āĻ—āĻ¤ āĻĒāĻžāĻ  āĻĨā§‡āĻ•ā§‡ āĻŦāĻŋāĻĻā§āĻ¯āĻŽāĻžāĻ¨ āĻ•ā§‹āĻĄāĻŸāĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¨āĻŋāĻŽā§āĻ¨āĻ˛āĻŋāĻ–āĻŋāĻ¤ āĻ•ā§‹āĻĄ āĻ¸āĻš āĻ¤āĻžāĻĻā§‡āĻ° āĻ¸āĻ āĻŋāĻ• JSON āĻĢāĻ°ā§āĻŽā§āĻ¯āĻžāĻŸā§‡ āĻĒāĻžāĻ āĻžāĻ¤ā§‡ āĻšāĻŦā§‡: + +```python +message_json = { "gps" : { "lat":lat, "lon":lon } } +print("Sending telemetry", message_json) +message = Message(json.dumps(message_json)) +``` + +> 💁 āĻĒā§āĻ°ā§Ÿā§‹āĻœāĻ¨ā§€ā§Ÿ āĻ¸āĻ•āĻ˛ āĻ•ā§‹āĻĄ [code/wio-terminal](code/wio-terminal), [code/pi](code/pi) āĻŦāĻž [code/virtual-device](code/virtual-device) āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ°ā§‡ āĻĒāĻžāĻ“ā§ŸāĻž āĻ¯āĻžāĻŦā§‡ āĨ¤ + +Run your device code and ensure messages are flowing into IoT Hub using the `az iot hub monitor-events` CLI command. +āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ•ā§‹āĻĄāĻŸāĻŋ āĻ°āĻžāĻ¨ āĻ•āĻ°ā§‡ āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻ¯ā§‡ āĻŦāĻžāĻ°ā§āĻ¤āĻžāĻ—ā§āĻ˛āĻŋ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦā§‡āĻ° āĻŽāĻ§ā§āĻ¯ā§‡ āĻĒā§āĻ°āĻŦāĻžāĻšāĻŋāĻ¤ āĻšāĻšā§āĻ›ā§‡ `az iot hub monitor-events` āĻāĻ° āĻŽāĻžāĻ§ā§āĻ¯āĻŽā§‡, āĻ¸āĻŋāĻāĻ˛āĻ†āĻ‡ āĻ•āĻŽāĻžāĻ¨ā§āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡āĨ¤ + +## Hot, Warm, āĻāĻŦāĻ‚ Cold Path + +āĻāĻ•āĻŸāĻŋ IoT āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻĨā§‡āĻ•ā§‡ āĻ•ā§āĻ˛āĻžāĻ‰āĻĄā§‡ āĻĒā§āĻ°āĻŦāĻžāĻšāĻŋāĻ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻŦāĻ¸āĻŽāĻ¯āĻŧ āĻ°āĻŋāĻ¯āĻŧā§‡āĻ˛ āĻŸāĻžāĻ‡āĻŽā§‡ āĻĒā§āĻ°āĻ¸ā§‡āĻ¸ āĻ•āĻ°āĻž āĻšāĻ¯āĻŧ āĻ¨āĻžāĨ¤ āĻ•āĻŋāĻ›ā§ āĻĄā§‡āĻŸāĻž āĻ°āĻŋāĻ¯āĻŧā§‡āĻ˛ āĻŸāĻžāĻ‡āĻŽ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻžāĻ•āĻ°āĻŖā§‡āĻ° āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ āĻšāĻ¯āĻŧ, āĻ•āĻŋāĻ›ā§ āĻĄā§‡āĻŸāĻž āĻ…āĻ˛ā§āĻĒ āĻ•āĻŋāĻ›ā§āĻ•ā§āĻˇāĻŖ āĻĒāĻ°ā§‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ¯āĻŧ, āĻāĻŦāĻ‚ āĻ…āĻ¨ā§āĻ¯āĻžāĻ¨ā§āĻ¯ āĻĄā§‡āĻŸāĻž āĻ…āĻ¨ā§‡āĻ• āĻĒāĻ°ā§‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°āĻ˛ā§‡āĻ“ āĻšā§ŸāĨ¤ āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ¸āĻŽāĻ¯āĻŧā§‡ āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°ā§‡ āĻāĻŽāĻ¨ āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻžāĻ¤ā§‡ āĻ¤āĻĨā§āĻ¯ āĻĒā§āĻ°āĻŦāĻžāĻšāĻ•ā§‡ Hot, Warm āĻāĻŦāĻ‚ Cold Path āĻŦāĻ˛āĻž āĻšāĻ¯āĻŧāĨ¤ + +### Hot Path + +āĻšāĻŸ āĻĒāĻžāĻĨ (Hot Path) āĻāĻŽāĻ¨ āĻĄā§‡āĻŸāĻž āĻŦā§‹āĻāĻžāĻ¯āĻŧ āĻ¯āĻž āĻ°āĻŋāĻ¯āĻŧā§‡āĻ˛ āĻŸāĻžāĻ‡āĻŽā§‡ āĻŦāĻž āĻ°āĻŋāĻ¯āĻŧā§‡āĻ˛ āĻŸāĻžāĻ‡āĻŽā§‡āĻ° āĻ•āĻžāĻ›āĻžāĻ•āĻžāĻ›āĻŋ āĻ¸āĻŽā§Ÿā§‡āĻ‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻžāĻ•āĻ°āĻŖā§‡āĻ° āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ āĻšāĻ¯āĻŧāĨ¤ āĻāĻ˛āĻžāĻ°ā§āĻŸ āĻĻā§‡ā§ŸāĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ¯ā§‡āĻŽāĻ¨ - āĻ¯ā§‡ āĻ•ā§‹āĻ¨āĻ“ āĻ—āĻžāĻĄāĻŧāĻŋ āĻāĻ•āĻŸāĻŋ āĻĄāĻŋāĻĒā§‹āĻ° āĻ•āĻžāĻ›ā§‡ āĻ†āĻ¸āĻ›ā§‡ āĻ…āĻĨāĻŦāĻž āĻāĻ•āĻŸāĻŋ āĻ°ā§‡āĻĢā§āĻ°āĻŋāĻœāĻžāĻ°ā§‡āĻŸā§‡āĻĄ āĻŸā§āĻ°āĻžāĻ•ā§‡āĻ° āĻ¤āĻžāĻĒāĻŽāĻžāĻ¤ā§āĻ°āĻž āĻ–ā§āĻŦ āĻŦā§‡āĻļāĻŋ āĻāĻŽāĻ¨ āĻĒāĻ°āĻŋāĻ¸ā§āĻĨāĻŋāĻ¤āĻŋāĻ° āĻŽā§‹āĻ•āĻžāĻŦā§‡āĻ˛āĻž āĻ•āĻ°āĻ¤ā§‡ āĻ¸āĻ¤āĻ°ā§āĻ•āĻ¤āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻšāĻŸ āĻĒāĻžāĻĨ āĻĄā§‡āĻŸāĻž āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻšā§ŸāĨ¤ + +āĻšāĻŸ āĻĒāĻžāĻĨ āĻĄā§‡āĻŸāĻž āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯, āĻ•ā§āĻ˛āĻžāĻ‰āĻĄ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻžāĻ—ā§āĻ˛āĻŋ āĻ•ā§‹āĻĄ āĻĒāĻžāĻ“āĻ¯āĻŧāĻžāĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻžāĻĨā§‡ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋāĻ¤ā§‡ āĻ¸āĻžāĻĄāĻŧāĻž āĻĻā§‡āĻŦā§‡āĨ¤ + +### Warm path + +āĻ‰āĻˇā§āĻŖ āĻĒāĻĨ (Warm path) āĻŦāĻ˛āĻ¤ā§‡ āĻāĻŽāĻ¨ āĻ¤āĻĨā§āĻ¯āĻ•ā§‡ āĻŦā§‹āĻāĻžāĻ¯āĻŧ āĻ¯āĻž āĻĒā§āĻ°āĻžāĻĒā§āĻ¤āĻŋāĻ° āĻĒāĻ°ā§‡ āĻ…āĻ˛ā§āĻĒ āĻ•āĻŋāĻ›ā§āĻ•ā§āĻˇāĻŖ āĻ¸āĻŽā§Ÿ āĻ¨āĻŋā§Ÿā§‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ¯āĻŧ, āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ āĻ°āĻŋāĻĒā§‹āĻ°ā§āĻŸāĻŋāĻ‚ āĻŦāĻž āĻ¸ā§āĻŦāĻ˛ā§āĻĒāĻŽā§‡āĻ¯āĻŧāĻžāĻĻā§€ āĻŦāĻŋāĻļā§āĻ˛ā§‡āĻˇāĻŖāĨ¤ āĻ†āĻ—ā§‡āĻ° āĻĻāĻŋāĻ¨ā§‡āĻ° āĻ¸āĻ‚āĻ—ā§ƒāĻšā§€āĻ¤ āĻĄā§‡āĻŸāĻž āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ—āĻžāĻĄāĻŧāĻŋāĻ° āĻŽāĻžāĻ‡āĻ˛ā§‡āĻœā§‡āĻ° āĻĻā§ˆāĻ¨āĻŋāĻ• āĻ°āĻŋāĻĒā§‹āĻ°ā§āĻŸā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ‡ āĻ§āĻ°āĻŖā§‡āĻ° āĻĒāĻĻā§āĻ§āĻ¤āĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻšā§ŸāĨ¤ + +āĻ•ā§āĻ˛āĻžāĻ‰āĻĄ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ā§‡āĻ° āĻŽāĻžāĻ§ā§āĻ¯āĻŽā§‡ āĻāĻ‡ āĻĄā§‡āĻŸāĻž āĻāĻŽāĻ¨āĻ­āĻžāĻŦā§‡ āĻ¸ā§āĻŸā§‹āĻ° āĻ•āĻ°āĻž āĻšā§Ÿ āĻ¯āĻžāĻ¤ā§‡ āĻĻā§āĻ°ā§āĻ¤ āĻ…ā§āĻ¯āĻžāĻ•ā§āĻ¸ā§‡āĻ¸ āĻ•āĻ°āĻž āĻ¯āĻžāĻ¯āĻŧāĨ¤ + +### Cold path + +āĻ āĻžāĻ¨ā§āĻĄāĻž āĻĒāĻĨ (Cold path) āĻŦāĻ˛āĻ¤ā§‡ āĻāĻ¤āĻŋāĻšāĻžāĻ¸āĻŋāĻ• āĻ¤āĻĨā§āĻ¯ āĻŦā§‹āĻāĻžāĻ¯āĻŧ, āĻĻā§€āĻ°ā§āĻ˜āĻŽā§‡āĻ¯āĻŧāĻžāĻĻā§‡ āĻ¤āĻĨā§āĻ¯ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°ā§‡ āĻ¯āĻ–āĻ¨āĻ‡ āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ āĻšāĻ¯āĻŧ āĻ¤āĻ–āĻ¨ āĻŦāĻŋāĻļā§āĻ˛ā§‡āĻˇāĻŖ āĻ•āĻ°āĻž āĻšāĻŦā§‡āĨ¤ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ, āĻ¯āĻžāĻ¨āĻŦāĻžāĻšāĻ¨ā§‡āĻ° āĻŦāĻžāĻ°ā§āĻˇāĻŋāĻ• āĻŽāĻžāĻ‡āĻ˛ā§‡āĻœ āĻ°āĻŋāĻĒā§‹āĻ°ā§āĻŸ āĻĒā§‡āĻ¤ā§‡ āĻ āĻžāĻ¨ā§āĻĄāĻž āĻĒāĻĨ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻ¯āĻžā§Ÿ āĻ…āĻĨāĻŦāĻž āĻœā§āĻŦāĻžāĻ˛āĻžāĻ¨āĻŋ āĻ–āĻ°āĻš āĻ•āĻŽāĻžāĻ¨ā§‹āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¸āĻŦāĻšā§‡āĻ¯āĻŧā§‡ āĻ…āĻ¨ā§āĻ•ā§‚āĻ˛ āĻ°ā§āĻŸ āĻ–ā§āĻāĻœā§‡ āĻŦā§‡āĻ° āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ°ā§āĻŸ āĻŦāĻŋāĻļā§āĻ˛ā§‡āĻˇāĻŖ āĻšāĻžāĻ˛āĻžāĻ¤ā§‡āĻ“ āĻāĻŸāĻŋ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻ¯āĻžā§Ÿ āĨ¤ + +āĻ•ā§‹āĻ˛ā§āĻĄ āĻĒāĻžāĻĨ āĻĄā§‡āĻŸāĻž āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ data warehouse āĻ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŋāĻ¤ āĻšāĻ¯āĻŧ - āĻĄā§‡āĻŸāĻžāĻ—ā§āĻ˛āĻŋāĻ° āĻŦāĻĄāĻŧ āĻĒāĻ°āĻŋāĻŽāĻžāĻŖā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻĄāĻŋāĻœāĻžāĻ‡āĻ¨ āĻ•āĻ°āĻž āĻĄā§‡āĻŸāĻžāĻŦā§‡āĻ¸ āĻ¯āĻž āĻ•āĻ–āĻ¨āĻ“ āĻĒāĻ°āĻŋāĻŦāĻ°ā§āĻ¤āĻ¨ āĻšāĻŦā§‡ āĻ¨āĻž āĻāĻŦāĻ‚ āĻĻā§āĻ°ā§āĻ¤ āĻāĻŦāĻ‚ āĻ¸āĻšāĻœā§‡āĻ‡ āĻ•ā§ā§Ÿā§‡āĻ°āĻŋ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ āĻ¸āĻžāĻ§āĻžāĻ°āĻŖāĻ¤ āĻ•ā§āĻ˛āĻžāĻ‰āĻĄ āĻ…ā§āĻ¯āĻžāĻĒā§āĻ˛āĻŋāĻ•ā§‡āĻļāĻ¨ā§‡ āĻ¨āĻŋāĻ¯āĻŧāĻŽāĻŋāĻ¤āĻ­āĻžāĻŦā§‡ āĻĒā§āĻ°āĻ¤āĻŋāĻĻāĻŋāĻ¨, āĻ¸āĻĒā§āĻ¤āĻžāĻš āĻŦāĻž āĻŽāĻžāĻ¸ā§‡ āĻāĻ•āĻŸāĻŋ āĻ¨āĻŋāĻ¯āĻŧāĻŽāĻŋāĻ¤ āĻ¸āĻŽāĻ¯āĻŧā§‡ āĻšāĻ˛āĻŦā§‡ āĻ‰āĻˇā§āĻŖ āĻĒāĻĨā§‡āĻ° āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻĨā§‡āĻ•ā§‡ āĻ“ā§Ÿā§āĻ¯āĻžāĻ°āĻšāĻžāĻ‰āĻ¸ā§‡ āĻāĻ‡ āĻĄā§‡āĻŸāĻž āĻ¸ā§āĻĨāĻžāĻ¨āĻžāĻ¨ā§āĻ¤āĻ° āĻ•āĻ°āĻžāĻ° āĻ•āĻžāĻœāĨ¤ + +✅ āĻāĻ‡ āĻĒāĻžāĻ āĻ—ā§āĻ˛āĻŋāĻ¤ā§‡ āĻ†āĻŽāĻ°āĻž āĻāĻ–āĻ¨ āĻĒāĻ°ā§āĻ¯āĻ¨ā§āĻ¤ āĻ¯ā§‡ āĻĄā§‡āĻŸāĻž āĻ•ā§āĻ¯āĻžāĻĒāĻšāĻžāĻ° āĻ•āĻ°ā§‡āĻ›āĻŋ āĻ¸ā§‡ āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻšāĻŋāĻ¨ā§āĻ¤āĻž āĻ•āĻ°āĻŋāĨ¤ āĻāĻ—ā§āĻ˛ā§‹ āĻ•āĻŋ hot, warm āĻ¨āĻžāĻ•āĻŋ cold path āĻāĻ° āĻ¤āĻĨā§āĻ¯? + +## āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨ āĻ•ā§‹āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋ āĻĒāĻ°āĻŋāĻšāĻžāĻ˛āĻ¨āĻž + +āĻāĻ•āĻŦāĻžāĻ° āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦā§‡āĻ° āĻŽāĻ§ā§āĻ¯ā§‡ āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°āĻŦāĻžāĻšāĻŋāĻ¤ āĻšāĻ¯āĻŧā§‡ āĻ—ā§‡āĻ˛ā§‡, āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸ-āĻšāĻžāĻŦ āĻ¸āĻžāĻŽāĻžā§āĻœāĻ¸ā§āĻ¯āĻĒā§‚āĻ°ā§āĻŖ āĻāĻ¨ā§āĻĄāĻĒāĻ¯āĻŧā§‡āĻ¨ā§āĻŸā§‡ āĻĒā§āĻ°āĻ•āĻžāĻļāĻŋāĻ¤ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋ āĻļā§‹āĻ¨āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻ•āĻŋāĻ›ā§ āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻ˛ā§‡āĻ¸ āĻ•ā§‹āĻĄ āĻ˛āĻŋāĻ–āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹āĨ¤ āĻāĻŸāĻŋ āĻ‰āĻˇā§āĻŖ āĻĒāĻĨā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻšāĻŦā§‡ āĻāĻŦāĻ‚ āĻĒāĻ°āĻŦāĻ°ā§āĻ¤ā§€ āĻĒāĻžāĻ ā§‡ āĻ¯āĻžāĻ¤ā§āĻ°āĻžāĻ° āĻĒā§āĻ°āĻ¤āĻŋāĻŦā§‡āĻĻāĻ¨ āĻ¤ā§ˆāĻ°ā§€ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻšāĻŦā§‡āĨ¤ + +![Sending GPS telemetry from an IoT device to IoT Hub, then to Azure Functions via an event hub trigger](../../../../images/gps-telemetry-iot-hub-functions.png) + +### āĻ•āĻžāĻœ - āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨ āĻ•ā§‹āĻĄ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸāĻ—ā§āĻ˛āĻŋ āĻĒāĻ°āĻŋāĻšāĻžāĻ˛āĻ¨āĻž + +1. Azure Functions CLI āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻāĻ•āĻŸāĻŋ Azure Functions āĻ…ā§āĻ¯āĻžāĻĒ āĻ¤ā§ˆāĻ°āĻŋ āĻ•āĻ°āĻŋāĨ¤ āĻĒāĻžāĻ‡āĻĨāĻ¨ āĻ°āĻžāĻ¨āĻŸāĻžāĻ‡āĻŽ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŋ āĻāĻŦāĻ‚ āĻāĻŸāĻŋ āĻāĻ•āĻŸāĻŋ āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ°ā§‡ āĻ¤ā§ˆāĻ°āĻŋ āĻ•āĻ°āĻŋ āĻ¯āĻžāĻ° āĻ¨āĻžāĻŽ `gps-trigger` āĻāĻŦāĻ‚ āĻĢāĻžāĻ‚āĻļāĻ¨ āĻ…ā§āĻ¯āĻžāĻĒ āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸā§‡āĻ° āĻ¨āĻžāĻŽā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ•āĻ‡ āĻ¨āĻžāĻŽ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ Virtual environment āĻ¤ā§ˆāĻ°ā§€āĻ° āĻŦāĻŋāĻˇā§ŸāĻŸāĻŋ āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + + > ⚠ī¸ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ [āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸ-ā§¨ āĻ˛ā§‡āĻ¸āĻ¨-ā§Ģ āĻĨā§‡āĻ•ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻ¸āĻžāĻ°ā§āĻ­āĻŋāĻ¸ā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻ˛ā§‡āĻ¸ āĻāĻĒā§āĻ˛āĻŋāĻ•ā§‡āĻļāĻ¨ āĻ¤ā§ˆāĻ°ā§€āĻ° āĻ¨āĻŋāĻ°ā§āĻĻā§‡āĻļāĻžāĻŦāĻ˛āĻŋ](../../../../2-farm/lessons/5-migrate-application-to-the-cloud/README.md#create-a-serverless-application) āĻ…āĻ¨ā§āĻ¸āĻ°āĻŖ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ + +1. Add an IoT Hub event trigger that uses the IoT Hub's Event Hub compatible endpoint. + + > ⚠ī¸ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ [āĻĒā§āĻ°āĻœā§‡āĻ•ā§āĻŸ-ā§¨ āĻ˛ā§‡āĻ¸āĻ¨-ā§Ģ āĻĨā§‡āĻ•ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸ āĻŸā§āĻ°āĻŋāĻ—āĻžāĻ° āĻ¤ā§ˆāĻ°ā§€āĻ° āĻ¨āĻŋāĻ°ā§āĻĻā§‡āĻļāĻžāĻŦāĻ˛āĻŋ](../../../../2-farm/lessons/5-migrate-application-to-the-cloud/README.md#create-an-iot-hub-event-trigger) āĻ…āĻ¨ā§āĻ¸āĻ°āĻŖ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡āĨ¤ + +1. āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸ āĻšāĻžāĻŦ āĻ¸āĻžāĻŽāĻžā§āĻœāĻ¸ā§āĻ¯āĻĒā§‚āĻ°ā§āĻŖ āĻāĻ¨ā§āĻĄāĻĒāĻ¯āĻŧā§‡āĻ¨ā§āĻŸ āĻ¸āĻ‚āĻ¯ā§‹āĻ— āĻ¸ā§āĻŸā§āĻ°āĻŋāĻ‚ āĻ¸ā§‡āĻŸ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ `local.settings.json` āĻĢāĻžāĻ‡āĻ˛ā§‡ āĻāĻŦāĻ‚ `function.json` āĻĢāĻžāĻ‡āĻ˛ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¸ā§‡āĻ‡ āĻāĻ¨ā§āĻŸā§āĻ°āĻŋāĻ° KEY āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + +1. āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ Azurite app āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ local storage emulator āĻšāĻŋāĻ¸ā§‡āĻŦā§‡āĨ¤ + +1. āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻĨā§‡āĻ•ā§‡ āĻ‡āĻ­ā§‡āĻ¨ā§āĻŸ āĻ—ā§āĻ°āĻšāĻŖ āĻ•āĻ°āĻ›ā§‡ āĻ•āĻŋāĻ¨āĻž āĻ¤āĻž āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻĢāĻžāĻ‚āĻļāĻ¨ āĻ…ā§āĻ¯āĻžāĻĒāĻŸāĻŋ āĻšāĻžāĻ˛āĻžāĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ āĻāĻ–āĻžāĻ¨ āĻĨā§‡āĻ•ā§‡āĻ‡ āĻ¨āĻŋāĻļā§āĻšāĻŋāĻ¤ āĻ•āĻ°āĻž āĻ¯āĻžāĻŦā§‡ āĻ¯ā§‡ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸āĻŸāĻŋ āĻšāĻ˛āĻ›ā§‡ āĻāĻŦāĻ‚ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĒāĻžāĻ āĻžāĻšā§āĻ›ā§‡āĨ¤ + + ```output + Python EventHub trigger processed an event: {"gps": {"lat": 47.73481, "lon": -122.25701}} + ``` + +## Azure āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ…ā§āĻ¯āĻžāĻ•āĻžāĻ‰āĻ¨ā§āĻŸ + +![The Azure Storage logo](../../../../images/azure-storage-logo.png) + +Azure āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ…ā§āĻ¯āĻžāĻ•āĻžāĻ‰āĻ¨ā§āĻŸ āĻāĻ•āĻŸāĻŋ āĻ¸āĻžāĻ§āĻžāĻ°āĻŖ āĻ‰āĻĻā§āĻĻā§‡āĻļā§āĻ¯ā§‡ (General Purpose) āĻŦā§āĻ¯āĻŦāĻšā§ƒāĻ¤ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻĒāĻ°āĻŋāĻˇā§‡āĻŦāĻž āĻ¯āĻž āĻŦāĻŋāĻ­āĻŋāĻ¨ā§āĻ¨ āĻ‰āĻĒāĻžāĻ¯āĻŧā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻ†āĻŽāĻ°āĻž āĻŦā§āĻ˛āĻŦ āĻšāĻŋāĻ¸āĻžāĻŦā§‡, āĻ¸āĻžāĻ°āĻŋāĻ¤ā§‡, āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻŦāĻž āĻĢāĻžāĻ‡āĻ˛ āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋāĨ¤ + +### Blob storage + +*āĻŦā§āĻ˛āĻŦ* āĻŽāĻžāĻ¨ā§‡ āĻšāĻ˛ā§‹ āĻŦāĻžāĻ‡āĻ¨āĻžāĻ°āĻŋ āĻŦāĻĄāĻŧ āĻŦāĻ¸ā§āĻ¤ā§ (binary large objects) āĻ¤āĻŦā§‡ āĻ¯ā§‡āĻ•ā§‹āĻ¨ āĻ•āĻžāĻ āĻžāĻŽā§‹āĻŦāĻŋāĻšā§€āĻ¨ āĻĄā§‡āĻŸāĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ‡ āĻļāĻŦā§āĻĻ āĻŦā§āĻ¯āĻŦāĻšā§ƒāĻ¤ āĻšā§ŸāĨ¤ āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻĄā§‡āĻŸāĻž āĻ§āĻžāĻ°āĻŖāĻ•āĻžāĻ°ā§€ JSON āĻĄāĻ•ā§āĻŽā§‡āĻ¨ā§āĻŸ āĻĨā§‡āĻ•ā§‡ āĻļā§āĻ°ā§ āĻ•āĻ°ā§‡ āĻ‡āĻŽā§‡āĻœ āĻāĻŦāĻ‚ āĻŽā§āĻ­āĻŋ āĻĢāĻžāĻ‡āĻ˛āĻ—ā§āĻ˛āĻŋāĻ¤ā§‡āĻ“ āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ āĻ¯ā§‡āĻ•ā§‹āĻ¨ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻ¯āĻžā§ŸāĨ¤ āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ *āĻ•āĻ¨āĻŸā§‡āĻ‡āĻ¨āĻžāĻ°* āĻāĻ° āĻ§āĻžāĻ°āĻŖāĻž āĻ°āĻ¯āĻŧā§‡āĻ›ā§‡, āĻāĻ—ā§āĻ˛ā§‹ āĻ¨āĻžāĻŽāĻ¯ā§āĻ•ā§āĻ¤ āĻŦāĻžāĻ•ā§‡āĻŸ/āĻĒāĻžāĻ¤ā§āĻ° āĻ¯āĻžāĻ° āĻŽāĻ§ā§āĻ¯ā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻ¯āĻžā§Ÿ, āĻāĻ•āĻŸāĻŋ āĻ°āĻŋāĻ˛ā§‡āĻļāĻ¨āĻžāĻ˛ āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻœā§‡ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡āĻ° āĻŽāĻ¤ā§‹āĨ¤ āĻāĻ‡ āĻĒāĻžāĻ¤ā§āĻ°ā§‡ āĻŦā§āĻ˛āĻŦ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ• āĻŦāĻž āĻāĻ•āĻžāĻ§āĻŋāĻ• āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ° āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡ āĻāĻŦāĻ‚ āĻĒā§āĻ°āĻ¤āĻŋāĻŸāĻŋ āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ°ā§‡ āĻ…āĻ¨ā§āĻ¯āĻžāĻ¨ā§āĻ¯ āĻĢā§‹āĻ˛ā§āĻĄāĻžāĻ° āĻĨāĻžāĻ•āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡, āĻ¯ā§‡āĻ­āĻžāĻŦā§‡ āĻ•āĻŽā§āĻĒāĻŋāĻ‰āĻŸāĻžāĻ°ā§‡āĻ° āĻšāĻžāĻ°ā§āĻĄāĻĄāĻŋāĻ¸ā§āĻ•ā§‡ āĻĢāĻžāĻ‡āĻ˛ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻšāĻ¯āĻŧāĨ¤ + +IoT āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻ†āĻŽāĻ°āĻž āĻāĻ‡ āĻĒāĻžāĻ ā§‡ āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŦāĨ¤ + +✅ āĻ•āĻŋāĻ›ā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•:[Azure Blob Storage](https://docs.microsoft.com/azure/storage/blobs/storage-blobs-overview?WT.mc_id=academic-17441-jabenn) āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻĒā§œā§‡ āĻ†āĻ°ā§‹ āĻŦāĻŋāĻ¸ā§āĻ¤āĻžāĻ°āĻŋāĻ¤ āĻœāĻžāĻ¨āĻžāĻ° āĻšā§‡āĻˇā§āĻŸāĻž āĻ•āĻ°āĻŋāĨ¤ + +### Table storage + +āĻŸā§‡āĻŦāĻŋāĻ˛ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ†āĻ§āĻž āĻ•āĻžāĻ āĻžāĻŽā§‹āĻ—āĻ¤ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĻā§‡āĻ¯āĻŧāĨ¤ āĻŸā§‡āĻŦāĻŋāĻ˛ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ†āĻ¸āĻ˛ā§‡ āĻāĻ•āĻŸāĻŋ NoSQL āĻĄāĻžāĻŸāĻžāĻŦā§‡āĻ¸, āĻ¤āĻžāĻ‡ āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡āĻ° āĻāĻ•āĻŸāĻŋ āĻ¸āĻ‚āĻœā§āĻžāĻžāĻ¯āĻŧāĻŋāĻ¤ āĻ¸ā§‡āĻŸ āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ āĻšāĻ¯āĻŧ āĻ¨āĻž, āĻ•āĻŋāĻ¨ā§āĻ¤ā§ āĻāĻŸāĻŋ āĻāĻ• āĻŦāĻž āĻāĻ•āĻžāĻ§āĻŋāĻ• āĻŸā§‡āĻŦāĻŋāĻ˛ā§‡ āĻĄā§‡āĻŸāĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻĄāĻŋāĻœāĻžāĻ‡āĻ¨ āĻ•āĻ°āĻž āĻšāĻ¯āĻŧā§‡āĻ›ā§‡, āĻĒā§āĻ°āĻ¤āĻŋāĻŸāĻŋ āĻ¸āĻžāĻ°āĻŋāĻ° āĻ¸āĻ‚āĻœā§āĻžāĻž āĻĻāĻŋāĻ¤ā§‡ āĻ…āĻ¨āĻ¨ā§āĻ¯ āĻ•ā§€ (unique key) āĻĻāĻŋāĻ¯āĻŧā§‡āĨ¤ + +✅ āĻ•āĻŋāĻ›ā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•: [Azure Table Storage](https://docs.microsoft.com/azure/storage/tables/table-storage-overview?WT.mc_id=academic-17441-jabenn) āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻĒā§œā§‡ āĻ†āĻ°ā§‹ āĻŦāĻŋāĻ¸ā§āĻ¤āĻžāĻ°āĻŋāĻ¤ āĻœāĻžāĻ¨āĻžāĻ° āĻšā§‡āĻˇā§āĻŸāĻž āĻ•āĻ°āĻŋāĨ¤ + +### Queue storage + +āĻ•āĻŋāĻ‰ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻāĻ•āĻŸāĻŋ āĻ¸āĻžāĻ°āĻŋāĻ¤ā§‡ 64KB āĻ†āĻ•āĻžāĻ°ā§‡āĻ° āĻŦāĻžāĻ°ā§āĻ¤āĻž āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĻā§‡āĻ¯āĻŧāĨ¤ āĻ†āĻŽāĻ°āĻž āĻ¸āĻžāĻ°āĻŋāĻ° āĻĒāĻŋāĻ›āĻ¨ā§‡āĻ° āĻĻāĻŋāĻ•ā§‡ āĻŦāĻžāĻ°ā§āĻ¤āĻž āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžā§āĻ°āĻŋ āĻāĻŦāĻ‚ āĻ¸ā§‡āĻ—ā§āĻ˛āĻŋ āĻ†āĻŦāĻžāĻ° āĻ¸āĻžāĻŽāĻ¨ā§‡ āĻĨā§‡āĻ•ā§‡ āĻĒāĻĄāĻŧāĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋāĨ¤ Queue āĻāĻ–āĻžāĻ¨ā§‡ āĻŦāĻžāĻ°ā§āĻ¤āĻžāĻ—ā§āĻ˛āĻŋāĻ•ā§‡ āĻ…āĻ¨āĻŋāĻ°ā§āĻĻāĻŋāĻˇā§āĻŸāĻ•āĻžāĻ˛ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°ā§‡ āĻ¯āĻ¤āĻ•ā§āĻˇāĻŖ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻ¸ā§āĻĒā§‡āĻ¸ āĻ°āĻ¯āĻŧā§‡āĻ›ā§‡, āĻ¤āĻžāĻ‡ āĻāĻŸāĻŋ āĻŦāĻžāĻ°ā§āĻ¤āĻžāĻ—ā§āĻ˛āĻŋāĻ•ā§‡ āĻĻā§€āĻ°ā§āĻ˜āĻŽā§‡āĻ¯āĻŧāĻžāĻĻā§€ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻĻā§‡āĻ¯āĻŧāĨ¤ āĻ¤āĻžāĻ°āĻĒāĻ° āĻ¯āĻ–āĻ¨ āĻĒā§āĻ°āĻ¯āĻŧā§‹āĻœāĻ¨ āĻšā§Ÿ āĻ¤āĻž āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻž āĻ¯āĻžā§ŸāĨ¤ āĻ‰āĻĻāĻžāĻšāĻ°āĻŖāĻ¸ā§āĻŦāĻ°ā§‚āĻĒ, āĻ¯āĻĻāĻŋ āĻœāĻŋāĻĒāĻŋāĻāĻ¸ āĻĄā§‡āĻŸāĻž āĻĒā§āĻ°āĻ¸ā§‡āĻ¸ āĻ•āĻ°āĻžāĻ° āĻœāĻ¨ā§āĻ¯ āĻāĻ•āĻŸāĻŋ āĻŽāĻžāĻ¸āĻŋāĻ• āĻ•āĻžāĻœ āĻšāĻžāĻ˛āĻžāĻ¤ā§‡ āĻšā§Ÿ, āĻ¤āĻžāĻšāĻ˛ā§‡ āĻĒā§āĻ°āĻ¤āĻŋāĻĻāĻŋāĻ¨ āĻāĻŸāĻŋāĻ•ā§‡ āĻāĻ• āĻŽāĻžāĻ¸ā§‡āĻ° āĻœāĻ¨ā§āĻ¯ āĻ¸āĻžāĻ°āĻŋāĻ¤ā§‡ āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹, āĻ¤āĻžāĻ°āĻĒāĻ° āĻŽāĻžāĻ¸ā§‡āĻ° āĻļā§‡āĻˇā§‡ āĻ¸āĻžāĻ°āĻŋāĻ° āĻ¸āĻŦ āĻŦāĻžāĻ°ā§āĻ¤āĻž āĻāĻ•āĻ¸āĻžāĻĨā§‡ āĻĒā§āĻ°āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻž āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŦā§‹āĨ¤ + +✅ āĻ•āĻŋāĻ›ā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•: [Azure Queue Storage](https://docs.microsoft.com/azure/storage/queues/storage-queues-introduction?WT.mc_id=academic-17441-jabenn) āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻĒā§œā§‡ āĻ†āĻ°ā§‹ āĻŦāĻŋāĻ¸ā§āĻ¤āĻžāĻ°āĻŋāĻ¤ āĻœāĻžāĻ¨āĻžāĻ° āĻšā§‡āĻˇā§āĻŸāĻž āĻ•āĻ°āĻŋāĨ¤ + +### File storage + +āĻĢāĻžāĻ‡āĻ˛ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻšāĻ˛ āĻ•ā§āĻ˛āĻžāĻ‰āĻĄā§‡ āĻĢāĻžāĻ‡āĻ˛ā§‡āĻ° āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ āĻāĻŦāĻ‚ āĻ¯ā§‡ āĻ•ā§‹āĻ¨āĻ“ āĻ…ā§āĻ¯āĻžāĻĒ āĻŦāĻž āĻĄāĻŋāĻ­āĻžāĻ‡āĻ¸ āĻ¸ā§āĻŦā§€āĻ•ā§ƒāĻ¤ āĻ¸ā§āĻŸā§āĻ¯āĻžāĻ¨ā§āĻĄāĻžāĻ°ā§āĻĄ āĻĒā§āĻ°ā§‹āĻŸā§‹āĻ•āĻ˛ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻ¸āĻ‚āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻĒāĻžāĻ°ā§‡āĨ¤ āĻ†āĻŽāĻ°āĻž āĻĢāĻžāĻ‡āĻ˛ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻ¤āĻĨā§āĻ¯ āĻ°āĻžāĻ–āĻ¤ā§‡ āĻĒāĻžāĻ°āĻŋ, āĻ¤āĻžāĻ°āĻĒāĻ°ā§‡ āĻĒāĻŋāĻ¸āĻŋ āĻŦāĻž āĻŽā§āĻ¯āĻžāĻ•ā§‡āĻ° āĻĄā§āĻ°āĻžāĻ‡āĻ­ āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻŽāĻžāĻ‰āĻ¨ā§āĻŸ āĻ•āĻ°āĻž āĻ¯āĻžā§ŸāĨ¤ + +✅ āĻ•āĻŋāĻ›ā§ āĻ—āĻŦā§‡āĻˇāĻŖāĻž āĻ•āĻ°āĻž āĻ¯āĻžāĻ•: [Azure File Storage](https://docs.microsoft.com/azure/storage/files/storage-files-introduction?WT.mc_id=academic-17441-jabenn) āĻ¸āĻŽā§āĻĒāĻ°ā§āĻ•ā§‡ āĻĒā§œā§‡ āĻ†āĻ°ā§‹ āĻŦāĻŋāĻ¸ā§āĻ¤āĻžāĻ°āĻŋāĻ¤ āĻœāĻžāĻ¨āĻžāĻ° āĻšā§‡āĻˇā§āĻŸāĻž āĻ•āĻ°āĻŋāĨ¤ + +## āĻ¸āĻžāĻ°ā§āĻ­āĻžāĻ°āĻŦāĻŋāĻšā§€āĻ¨ āĻ•ā§‹āĻĄāĻ•ā§‡ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ āĻ¸āĻ‚āĻ¯ā§āĻ•ā§āĻ¤āĻ•āĻ°āĻŖ + +āĻ†āĻ‡āĻ“āĻŸāĻŋ āĻšāĻžāĻŦ āĻĨā§‡āĻ•ā§‡ āĻŦāĻžāĻ°ā§āĻ¤āĻžāĻ—ā§āĻ˛āĻŋ āĻ¸āĻžā§āĻšāĻ¯āĻŧ āĻ•āĻ°āĻ¤ā§‡ āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻĢāĻžāĻ‚āĻļāĻ¨ āĻ…ā§āĻ¯āĻžāĻĒāĻŸāĻŋāĻ•ā§‡ āĻāĻ–āĻ¨ āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ¸āĻ‚āĻ¯ā§āĻ•ā§āĻ¤ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ āĻāĻŸāĻŋ āĻ•āĻ°āĻžāĻ° 2 āĻŸāĻŋ āĻ‰āĻĒāĻžāĻ¯āĻŧ āĻ°āĻ¯āĻŧā§‡āĻ›ā§‡: + +* āĻĢāĻžāĻ‚āĻļāĻ¨ āĻ•ā§‹āĻĄā§‡āĻ° āĻ­āĻŋāĻ¤āĻ°ā§‡, āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœ Python SDK āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°ā§‡ āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ āĻ¸āĻ‚āĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻāĻŦāĻ‚ āĻĄā§‡āĻŸāĻž āĻŦā§āĻ˛āĻŦ āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻ°āĻžāĻ–āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ +* āĻ†āĻŽāĻžāĻĻā§‡āĻ° āĻāĻ•āĻŸāĻŋ āĻ†āĻ‰āĻŸāĻĒā§āĻŸ āĻĢāĻžāĻ‚āĻļāĻ¨ āĻŦāĻžāĻ‡āĻ¨ā§āĻĄāĻŋāĻ‚ āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡ āĻĢāĻžāĻ‚āĻļāĻ¨ā§‡āĻ° āĻ°āĻŋāĻŸāĻžāĻ°ā§āĻ¨ āĻ­ā§āĻ¯āĻžāĻ˛ā§ āĻŦā§āĻ˛ā§‹āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡ āĻŦāĻžāĻ‡āĻ¨ā§āĻĄ āĻ•āĻ°āĻ¤ā§‡ āĻāĻŦāĻ‚ āĻāĻ•ā§āĻˇā§‡āĻ¤ā§āĻ°ā§‡ āĻŦā§āĻ˛āĻŦāĻŸāĻŋ āĻ¸ā§āĻŦāĻ¯āĻŧāĻ‚āĻ•ā§āĻ°āĻŋāĻ¯āĻŧāĻ­āĻžāĻŦā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻ¤ā§‡ āĻšāĻŦā§‡āĨ¤ + +āĻāĻ‡ āĻĒāĻžāĻ ā§‡, āĻ†āĻŽāĻ°āĻž āĻŦā§āĻ˛āĻŦ āĻ¸ā§āĻŸā§‹āĻ°ā§‡āĻœā§‡āĻ° āĻ¸āĻžāĻĨā§‡ āĻ•ā§€āĻ­āĻžāĻŦā§‡ āĻ¯ā§‹āĻ—āĻžāĻ¯ā§‹āĻ— āĻ•āĻ°āĻ¤ā§‡ āĻšāĻ¯āĻŧ āĻ¤āĻž āĻĻā§‡āĻ–āĻ¤ā§‡ Python SDK āĻŦā§āĻ¯āĻŦāĻšāĻžāĻ° āĻ•āĻ°āĻŦāĨ¤ + +![Sending GPS telemetry from an IoT device to IoT Hub, then to Azure Functions via an event hub trigger, then saving it to blob storage](../../../../images/save-telemetry-to-storage-from-functions.png) + +āĻ¨āĻŋāĻŽā§āĻ¨āĻ˛āĻŋāĻ–āĻŋāĻ¤ āĻĢāĻ°āĻŽā§āĻ¯āĻžāĻŸā§‡ āĻĄā§‡āĻŸāĻž āĻāĻ•āĻŸāĻŋ JSON āĻŦā§āĻ˛āĻŦ āĻšāĻŋāĻ¸āĻžāĻŦā§‡ āĻ¸āĻ‚āĻ°āĻ•ā§āĻˇāĻŖ āĻ•āĻ°āĻž āĻšāĻŦā§‡: + +```json +{ + "device_id": , + "timestamp" :