From 6c689e20e8d23d21bea60e8d7ddbcda5d7d25329 Mon Sep 17 00:00:00 2001 From: Mikhail Yohman Date: Sat, 21 Dec 2024 18:40:04 -0700 Subject: [PATCH 1/3] Update generator guide to add convert_query_response and re-ordered guide. --- .vale/styles/Infrahub/spelling.yml | 3 +- docs/docs/guides/generator.mdx | 272 ++++++++++++++++------ docs/docs/media/guides/generator_pc_1.png | Bin 0 -> 135716 bytes docs/docs/media/guides/generator_pc_2.png | Bin 0 -> 299322 bytes docs/docs/media/guides/generator_pc_3.png | Bin 0 -> 62868 bytes 5 files changed, 201 insertions(+), 74 deletions(-) create mode 100644 docs/docs/media/guides/generator_pc_1.png create mode 100644 docs/docs/media/guides/generator_pc_2.png create mode 100644 docs/docs/media/guides/generator_pc_3.png diff --git a/.vale/styles/Infrahub/spelling.yml b/.vale/styles/Infrahub/spelling.yml index 252b2269f8..5fbbbcddb9 100644 --- a/.vale/styles/Infrahub/spelling.yml +++ b/.vale/styles/Infrahub/spelling.yml @@ -4,5 +4,6 @@ message: "Did you really mean '%s'?" level: error filters: - '[pP]y.*\b' - - '\bimport_.*\b' # New filter to ignore variables starting with 'import_' + - '\bimport_.*\b' # New filter to ignore variables starting with 'import_' + - '\w+__value' # New filter to skip Infrahub filters in documentation (name__value) ignore: spelling-exceptions.txt diff --git a/docs/docs/guides/generator.mdx b/docs/docs/guides/generator.mdx index 6e8b6ddae0..4f8c7dddd9 100644 --- a/docs/docs/guides/generator.mdx +++ b/docs/docs/guides/generator.mdx @@ -13,8 +13,8 @@ The goal of this guide is to develop a Generator and add it to Infrahub, we will 1. Identify the relevant data you want to extract from the database using a [GraphQL query](/topics/graphql), that can take an input parameter to filter the data 2. Write a Python script that uses the GraphQL query to read information from the system and generates new data based on the response 3. Create an entry for the generator within an .infrahub.yml file. -4. Create a Git repository -5. Test the generator with infrahubctl +4. Test the generator with infrahubctl +5. Create a Git repository 6. Add the repository to Infrahub as an external repository 7. Validate that the generator works by triggering it through a proposed change @@ -24,9 +24,11 @@ What your generator will look like will depend on what your schema looks like an As the default Infrahub schema doesn't have a lot of object types to use as a test, we will illustrate how this could work by adding two nodes to the schema. -Load the following schema using the [infrahubctl schema](/infrahubctl/infrahubctl-schema) command. +### Create and load example schema + +Create a **widgets.yml** file with the following: -```yaml +```yaml title="widgets.yml" # yaml-language-server: $schema=https://schema.infrahub.app/infrahub/schema/latest.json --- version: '1.0' @@ -56,34 +58,78 @@ nodes: unique: true ``` -Perform these steps in the frontend. +Load the following schema using the [infrahubctl schema](/infrahubctl/infrahubctl-schema) command. + +```shell +infrahubctl schema load widgets.yml +``` + +```shell +schema 'widgets.yml' loaded successfully +1 schema processed in 8.453 seconds. +``` + +### Add two new nodes + +Perform these steps in the [Infrahub UI](http://localhost:8000). 1. Create two new widget objects - One with the name `widget1` and count 1 - One with the name `widget2` and count 2 -2. Create a Standard group called "widgets" +2. Create a [Standard group](http://localhost:8000/objects/CoreGroup) called "**widgets** 3. Add both of the created objects to the new group +:::info +Any widget object must be added to or part of the **widgets** group to be tied to the generator. +::: + ## 1. Identify the relevant data Here we define a GraphQL query that we will use to gather information. -```graphql -query Widgets($name: String!) { - TestWidget(name__value: $name) { - edges { - node { - name { - value + + + ```graphql title="example_generator/widget_query.gql" + query Widgets($name: String!) { + TestWidget(name__value: $name) { + edges { + node { + name { + value + } + count { + value + } + } } - count { - value + } + } + ``` + + + Here we must provide `__typename` and `id` within the query so the SDK can convert the query to the correct type and properly stored in the SDK. + + ```graphql title="example_generator/widget_query.gql" + query Widgets($name: String!) { + TestWidget(name__value: $name) { + edges { + node { + __typename + id + name { + value + } + count { + value + } } } } } -} -``` + ``` + + + Create a local directory on your computer where we will store the generator files. @@ -91,55 +137,105 @@ Create a local directory on your computer where we will store the generator file mkdir example_generator ``` -Within that directory store the above GraphQL query as widget_query.gql. - ## 2. Create a Python Generator The Generator class needs to implement a `generate` function that receives a `data` parameter that contains the response from the GraphQL query. The goal of this generator will be to create a number of resources that depends on the set count of the widgets. -```python -from infrahub_sdk.generator import InfrahubGenerator - - -class WidgetGenerator(InfrahubGenerator): - async def generate(self, data: dict) -> None: - widget = data["TestWidget"]["edges"][0]["node"] - widget_name: str = widget["name"]["value"] - widget_count: str = widget["count"]["value"] - - for count in range(1, widget_count + 1): - - payload = { - "name": f"{widget_name.lower()}-{count}", - } - obj = await self.client.create(kind="TestResource", data=payload) - await obj.save(allow_upsert=True) -``` + + + + ```python title="example_generator/widget_generator.py" + from infrahub_sdk.generator import InfrahubGenerator + + class WidgetGenerator(InfrahubGenerator): + async def generate(self, data: dict) -> None: + # We can now access the nodes as typical SDK objects + widget = data["TestWidget"]["edges"][0]["node"] + widget_name: str = widget["name"]["value"] + widget_count: str = widget["count"]["value"] + for count in range(1, widget_count + 1): + payload = { + "name": f"{widget_name.lower()}-{count}", + } + obj = await self.client.create(kind="TestResource", data=payload) + await obj.save(allow_upsert=True) + ``` + + + + ```python title="example_generator/widget_generator.py" + from infrahub_sdk.generator import InfrahubGenerator + + class WidgetGenerator(InfrahubGenerator): + async def generate(self, data: dict) -> None: + # We can now access the nodes as typical SDK objects + widget = self.nodes[0] # or self.store.get(data["TestWidget"]["edges"][0]["node"]["id"]) + widget_name: str = widget.name.value + widget_count: str = widget.count.value + + for count in range(1, widget_count + 1): + + payload = { + "name": f"{widget_name.lower()}-{count}", + } + obj = await self.client.create(kind="TestResource", data=payload) + await obj.save(allow_upsert=True) + ``` + + -Store this class within a new file called widget_generator.py. + +Store this class within a new file called **widget_generator.py** within the **example_generator** directory. ## 3. Create an .infrahub.yml file The [.infrahub.yml](/topics/infrahub-yml) file allows you to tie the different [components of a generator](/topics/generator) together into a working unit. -```yaml -# yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json ---- -generator_definitions: - - name: widget_generator - file_path: "widget_generator.py" - targets: widgets - query: widget_query - class_name: WidgetGenerator - parameters: - name: "name__value" - -queries: - - name: widget_query - file_path: "widget_query.gql" -``` + + + + ```yaml title=".infrahub.yml" + + # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json + --- + generator_definitions: + - name: widget_generator + file_path: "widget_generator.py" + targets: widgets + query: widget_query + class_name: WidgetGenerator + parameters: + name: "name__value" + + queries: + - name: widget_query + file_path: "widget_query.gql" + ``` + + + + ```yaml title=".infrahub.yml" + + # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json + --- + generator_definitions: + - name: widget_generator + file_path: "widget_generator.py" + targets: widgets + query: widget_query + convert_query_response: true + class_name: WidgetGenerator + parameters: + name: "name__value" + + queries: + - name: widget_query + file_path: "widget_query.gql" + ``` + + @@ -148,8 +244,9 @@ queries: - **file_path**: the relative file path to the file containing the generator as seen from within a Git repository - **targets**: the name of a group of which the members will be a target for this generator - **query**: the name of the GraphQL query used within this generator + - **convert_query_response**: convert the result of the GraphQL query to SDK InfrahubNode objects + - **class_name**: the name of the Python class in the generator file - **parameters**: the parameter to pass to the generator GraphQL query, in this case this we will pass the name of the object (widget) as the name parameter - - **query**: the name of the GraphQL query used within this generator Here the `name` refers to the query's name and `file_path` should point to the GraphQL file within the repository. @@ -158,27 +255,15 @@ queries: See [this topic](/topics/infrahub-yml) for a full explanation of everything that can be defined in the `.infrahub.yml` file. -## 4. Create a Git repository +## 4. Test the generator using infrahubctl -Within the `example_generator` folder you should now have 3 files: - -- `widget_query.gql`: Contains the GraphQL query -- `generator.py`: Contains the Python code for the generator -- `.infrahub.yml`: Contains the definition for the generator - -Before we can test our generator we must add the files to a local Git repository. +Using infrahubctl you can first verify that the **.infrahub.yml** file is formatted correctly by listing available generators. ```shell -git init --initial-branch=main -git add . -git commit -m "First commit" +infrahubctl generator --list ``` -## 5. Test the generator using infrahubctl - -Using infrahubctl you can first verify that the `.infrahub.yml` file is formatted correctly by listing available generators. - -```shell title="❯ infrahubctl generator --list" +```shell Generators defined in repository: 1 widget_generator (widget_generator.py::Generator) Target: widgets ``` @@ -200,6 +285,47 @@ infrahubctl generator widget_generator --branch=test-branch1 name=widget1 infrahubctl generator widget_generator --branch=test-branch1 name=widget2 ``` -Now you should see the tree TestResource objects within `test-branch1` one for the first widget and two for the second one. +Now you should see the tree [TestResource](http://localhost:8000/objects/TestResource?branch=test-branch1) objects within `test-branch1` one for the first widget and two for the second one. + +![resources](../media/guides/generator_pc_3.png) + +Load the following schema using the [infrahubctl branch](/infrahubctl/infrahubctl-branch) command. + +```shell +infrahubctl branch merge 'test-branch1' +``` + +## 5. Create a Git repository + +The root directory should include the **.infrahub.yml** file and **example_generator** folder. + +- `.infrahub.yml`: Contains the definition for the generator + +Within the `example_generator` folder you should now have 2 files: + +- `widget_query.gql`: Contains the GraphQL query +- `widget_generator.py`: Contains the Python code for the generator + +Before we can run our generator in an Proposed Change (PC) pipeline we must add the files to a local Git repository and push them up to a remote Git repository. + +```shell +git init --initial-branch=main +git add . +git commit -m "First commit" +git push +``` + +With this step completed you can [add your repository to Infrahub](/guides/repository) and then the generators will be executed as part of the proposed change CI pipeline. + +## 6. Generator in the CI pipeline -With this step completed you can [add your repository to Infrahub](/guides/repository) and then the generators will be executed as part of the proposed change pipeline. +1. Navigate to [widgets](http://localhost:8000/objects/TestWidget) in the Infrahub UI +2. Create a new branch named **widget-3** +3. Create a new widget with the name of **widget3** and count of **3** +4. Add **widget3** to the **widgets** group +5. Create a [Proposed Change](http://localhost:8000/proposed-changes?branch=widget-3) +6. Navigate to the **Checks** tab +7. Once the **generator** CI check has completed, navigate to the **Data** tab +![generator ci/cd](../media/guides/generator_pc_1.png) +8. 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znI2dsR3w19N&n(SRPV-ha$ead`y8nX2x8}xD!vFl``Cn8i1K>pL zvHibf3yj2`7I2CtB0FvW#RwXP7{G}?^)lN3@@V-6uHqNr3;$x|4yHfoOvEv&tPKgP RRzU-PWF?g(ipAdf{eLOwLJj}` literal 0 HcmV?d00001 From 317950dfed8a60df18d2daacbc02ef9a23348bcc Mon Sep 17 00:00:00 2001 From: Mikhail Yohman Date: Thu, 26 Dec 2024 08:03:16 -0700 Subject: [PATCH 2/3] Add some details around convert_query_response. --- docs/docs/guides/generator.mdx | 157 +++++++++++++++++---------------- 1 file changed, 83 insertions(+), 74 deletions(-) diff --git a/docs/docs/guides/generator.mdx b/docs/docs/guides/generator.mdx index 4f8c7dddd9..a96a60a635 100644 --- a/docs/docs/guides/generator.mdx +++ b/docs/docs/guides/generator.mdx @@ -10,9 +10,9 @@ Within Infrahub a generator is defined in an [external repository](/topics/repos The goal of this guide is to develop a Generator and add it to Infrahub, we will achieve this by following these steps. -1. Identify the relevant data you want to extract from the database using a [GraphQL query](/topics/graphql), that can take an input parameter to filter the data -2. Write a Python script that uses the GraphQL query to read information from the system and generates new data based on the response -3. Create an entry for the generator within an .infrahub.yml file. +1. Create an entry for the generator within an .infrahub.yml file. +2. Identify the relevant data you want to extract from the database using a [GraphQL query](/topics/graphql), that can take an input parameter to filter the data +3. Write a Python script that uses the GraphQL query to read information from the system and generates new data based on the response 4. Test the generator with infrahubctl 5. Create a Git repository 6. Add the repository to Infrahub as an external repository @@ -80,12 +80,87 @@ Perform these steps in the [Infrahub UI](http://localhost:8000). 3. Add both of the created objects to the new group :::info -Any widget object must be added to or part of the **widgets** group to be tied to the generator. +Any widget object must be added to or be part of the **widgets** group to be tied to the generator. ::: -## 1. Identify the relevant data +## 1. Create an .infrahub.yml file -Here we define a GraphQL query that we will use to gather information. +The [.infrahub.yml](/topics/infrahub-yml) file allows you to tie the different [components of a generator](/topics/generator) together into a working unit. + +:::info Convert query to Infrahub SDK objects +We provide `convert_query_response` option to be toggled to be able to access objects from the GraphQL query as Infrahub SDK objects rather than the raw dictionary response. + +This allows you to manage the returned data with helper methods on the SDK objects such as `save`, `fetch`, etc. on the returned data rather than having to build a payload to send back to Infrahub to manage the objects. + +Read more on the [Infrahub Python SDK](/python-sdk). +::: + + + + + + + ```yaml title=".infrahub.yml" + # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json + --- + generator_definitions: + - name: widget_generator + file_path: "example_generator/widget_generator.py" + targets: widgets + query: widget_query + class_name: WidgetGenerator + parameters: + name: "name__value" + + queries: + - name: widget_query + file_path: "example_generator/widget_query.gql" + ``` + + + + + ```yaml title=".infrahub.yml" + # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json + --- + generator_definitions: + - name: widget_generator + file_path: "example_generator/widget_generator.py" + targets: widgets + query: widget_query + convert_query_response: true + class_name: WidgetGenerator + parameters: + name: "name__value" + + queries: + - name: widget_query + file_path: "example_generator/widget_query.gql" + ``` + + + + + + This defines a generator definition with the following properties: + - **name**: a unique name for the generator + - **file_path**: the relative file path to the file containing the generator as seen from within a Git repository + - **targets**: the name of a group of which the members will be a target for this generator + - **query**: the name of the GraphQL query used within this generator + - **convert_query_response**: convert the result of the GraphQL query to SDK InfrahubNode objects + - **class_name**: the name of the Python class in the generator file + - **parameters**: the parameter to pass to the generator GraphQL query, in this case this we will pass the name of the object (widget) as the name parameter + + + Here the `name` refers to the query's name and `file_path` should point to the GraphQL file within the repository. + + + +See [this topic](/topics/infrahub-yml) for a full explanation of everything that can be defined in the `.infrahub.yml` file. + +## 2. Identify the relevant data + +Here we define a GraphQL query that we will use to gather the information that will be passed into the generator. @@ -107,7 +182,7 @@ Here we define a GraphQL query that we will use to gather information. ``` - Here we must provide `__typename` and `id` within the query so the SDK can convert the query to the correct type and properly stored in the SDK. + Here we must provide `__typename` and `id` within the query so the SDK can convert the query to the correct type and properly store within the SDK. ```graphql title="example_generator/widget_query.gql" query Widgets($name: String!) { @@ -137,7 +212,7 @@ Create a local directory on your computer where we will store the generator file mkdir example_generator ``` -## 2. Create a Python Generator +## 3. Create a Python Generator The Generator class needs to implement a `generate` function that receives a `data` parameter that contains the response from the GraphQL query. @@ -189,72 +264,6 @@ The goal of this generator will be to create a number of resources that depends Store this class within a new file called **widget_generator.py** within the **example_generator** directory. -## 3. Create an .infrahub.yml file - -The [.infrahub.yml](/topics/infrahub-yml) file allows you to tie the different [components of a generator](/topics/generator) together into a working unit. - - - - - ```yaml title=".infrahub.yml" - - # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json - --- - generator_definitions: - - name: widget_generator - file_path: "widget_generator.py" - targets: widgets - query: widget_query - class_name: WidgetGenerator - parameters: - name: "name__value" - - queries: - - name: widget_query - file_path: "widget_query.gql" - ``` - - - - ```yaml title=".infrahub.yml" - - # yaml-language-server: $schema=https://schema.infrahub.app/python-sdk/repository-config/latest.json - --- - generator_definitions: - - name: widget_generator - file_path: "widget_generator.py" - targets: widgets - query: widget_query - convert_query_response: true - class_name: WidgetGenerator - parameters: - name: "name__value" - - queries: - - name: widget_query - file_path: "widget_query.gql" - ``` - - - - - - This defines a generator definition with the following properties: - - **name**: a unique name for the generator - - **file_path**: the relative file path to the file containing the generator as seen from within a Git repository - - **targets**: the name of a group of which the members will be a target for this generator - - **query**: the name of the GraphQL query used within this generator - - **convert_query_response**: convert the result of the GraphQL query to SDK InfrahubNode objects - - **class_name**: the name of the Python class in the generator file - - **parameters**: the parameter to pass to the generator GraphQL query, in this case this we will pass the name of the object (widget) as the name parameter - - - Here the `name` refers to the query's name and `file_path` should point to the GraphQL file within the repository. - - - -See [this topic](/topics/infrahub-yml) for a full explanation of everything that can be defined in the `.infrahub.yml` file. - ## 4. Test the generator using infrahubctl Using infrahubctl you can first verify that the **.infrahub.yml** file is formatted correctly by listing available generators. From 0c2b3ad9271960d5c013ce0290e06bdc4b66d5c3 Mon Sep 17 00:00:00 2001 From: Mikhail Yohman Date: Tue, 31 Dec 2024 08:29:08 -0700 Subject: [PATCH 3/3] Moved created git repository to step 1 and other minor updates. --- docs/docs/guides/generator.mdx | 49 +++++++++++++++++++++------------- 1 file changed, 30 insertions(+), 19 deletions(-) diff --git a/docs/docs/guides/generator.mdx b/docs/docs/guides/generator.mdx index a96a60a635..cc8c7342d8 100644 --- a/docs/docs/guides/generator.mdx +++ b/docs/docs/guides/generator.mdx @@ -10,12 +10,12 @@ Within Infrahub a generator is defined in an [external repository](/topics/repos The goal of this guide is to develop a Generator and add it to Infrahub, we will achieve this by following these steps. -1. Create an entry for the generator within an .infrahub.yml file. -2. Identify the relevant data you want to extract from the database using a [GraphQL query](/topics/graphql), that can take an input parameter to filter the data -3. Write a Python script that uses the GraphQL query to read information from the system and generates new data based on the response -4. Test the generator with infrahubctl -5. Create a Git repository -6. Add the repository to Infrahub as an external repository +1. Create a Git repository +2. Create an entry for the generator within an .infrahub.yml file. +3. Identify the relevant data you want to extract from the database using a [GraphQL query](/topics/graphql), that can take an input parameter to filter the data +4. Write a Python script that uses the GraphQL query to read information from the system and generates new data based on the response +5. Test the generator with infrahubctl +6. Push changes to GitHub and add the repository to Infrahub as an external repository 7. Validate that the generator works by triggering it through a proposed change ## Preparations @@ -83,7 +83,19 @@ Perform these steps in the [Infrahub UI](http://localhost:8000). Any widget object must be added to or be part of the **widgets** group to be tied to the generator. ::: -## 1. Create an .infrahub.yml file +## 1. Create GitHub repository + +Follow GitHub's instructions on [creating a new repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/creating-a-new-repository). + +:::info Initialize with a README +For ease, it is suggested to **Initialize this repository with: Add a README file**. + +This allows you to clone the repository down without any extra commands. +::: + +Once the repository is created, [clone the repository](https://docs.github.com/en/repositories/creating-and-managing-repositories/cloning-a-repository) down and change directory into the cloned folder. + +## 2. Create an .infrahub.yml file The [.infrahub.yml](/topics/infrahub-yml) file allows you to tie the different [components of a generator](/topics/generator) together into a working unit. @@ -158,7 +170,7 @@ Read more on the [Infrahub Python SDK](/python-sdk). See [this topic](/topics/infrahub-yml) for a full explanation of everything that can be defined in the `.infrahub.yml` file. -## 2. Identify the relevant data +## 3. Identify the relevant data Here we define a GraphQL query that we will use to gather the information that will be passed into the generator. @@ -212,7 +224,7 @@ Create a local directory on your computer where we will store the generator file mkdir example_generator ``` -## 3. Create a Python Generator +## 4. Create a Python Generator The Generator class needs to implement a `generate` function that receives a `data` parameter that contains the response from the GraphQL query. @@ -264,7 +276,7 @@ The goal of this generator will be to create a number of resources that depends Store this class within a new file called **widget_generator.py** within the **example_generator** directory. -## 4. Test the generator using infrahubctl +## 5. Test the generator using infrahubctl Using infrahubctl you can first verify that the **.infrahub.yml** file is formatted correctly by listing available generators. @@ -277,7 +289,7 @@ Generators defined in repository: 1 widget_generator (widget_generator.py::Generator) Target: widgets ``` -:::note +:::warning When running a generator with `infrahubctl` the [SDK tracking](/python-sdk/topics/tracking) feature isn't used. The reason for this is that internally Infrahub uses the ID of the generator_definition to control the tracking, this isn't available from the outside. For this reason it is recommended to create test branches when developing generators and validating the results. @@ -298,35 +310,34 @@ Now you should see the tree [TestResource](http://localhost:8000/objects/TestRes ![resources](../media/guides/generator_pc_3.png) -Load the following schema using the [infrahubctl branch](/infrahubctl/infrahubctl-branch) command. +Merge the changes into the **main** branch using [infrahubctl branch](/infrahubctl/infrahubctl-branch) command. ```shell infrahubctl branch merge 'test-branch1' ``` -## 5. Create a Git repository +## 6. Commit and add repository to Infrahub The root directory should include the **.infrahub.yml** file and **example_generator** folder. - `.infrahub.yml`: Contains the definition for the generator -Within the `example_generator` folder you should now have 2 files: +Within the **example_generator** folder you should now have 2 files: - `widget_query.gql`: Contains the GraphQL query - `widget_generator.py`: Contains the Python code for the generator -Before we can run our generator in an Proposed Change (PC) pipeline we must add the files to a local Git repository and push them up to a remote Git repository. +Before we can run our generator in an Proposed Change (PC) pipeline we must push the files up to the remote Git repository we created in **Step 1**. ```shell -git init --initial-branch=main git add . -git commit -m "First commit" +git commit -m "Add generator" git push ``` -With this step completed you can [add your repository to Infrahub](/guides/repository) and then the generators will be executed as part of the proposed change CI pipeline. +Now that we have the latest changes, [add your repository to Infrahub](/guides/repository) and then the generators will be executed as part of the proposed change CI pipeline. -## 6. Generator in the CI pipeline +## 7. Generator in the CI pipeline 1. Navigate to [widgets](http://localhost:8000/objects/TestWidget) in the Infrahub UI 2. Create a new branch named **widget-3**