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ApiLogicServer
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ApiLogicServer
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ApiLogicServer
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9357.e2f466b8.chunk.js
const sla_doc = '<div class="MuiTypography-root jss4" style="color: rgba(0, 0, 0, 0.66)">' + '<div style="text-align:center">' + '<h2>Welcome to API Logic Server</h2>' + '</div><br>' + '<h3><a class="custom" style="color: #3f51b5;" rel="nofollow" href="https://github.com/valhuber/ApiLogicServer/blob/main/README.md/" target="_blank">API Logic Server</a> ' + 'creates <i>customizable</i> model-driven systems, instantly from your ' + 'database:' + '</h3>' + '<h4>1. Automatic Admin App</h4>' + '<ul>' + ' <li>For instant collaboration and Back Office data maintenance</li>' + ' <li>Rich functionality: multi-page, multi-table</li>' + ' <li>Explore this Admin App, ' + ' and how to <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Admin-Customization/" target="_blank">customize it</a></li>' + '</ul>' + '<h4>2. API, with <a class="custom" style="color: #3f51b5;" rel="nofollow" href="/api_logic_server_api_name" target="_blank">oas/Swagger</a></h4>' + '<ul>' + ' <li>For custom app dev, integration</li>' + ' <li>Rich functionality: endpoint for each table, with filtering, pagination, related data</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://github.com/valhuber/ApiLogicServer/wiki#customize-the-api-with-expose_servicespy-add-rpcs-services" target="_blank">Customizable</a>: add your own endpoints</li>' + '</ul>' + '<h4>3. Business Logic, for <span class="JoinedField" title="Often nearly half the app -- automation required"><span>backend processing</span> </span></h4>' + '<ul>' + ' <li>Spreadsheet-like rules for multi-table derivations and constraints</li>' + ' <li>Extensible with Python events for email, messages, etc</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Logic-Why/" target="_blank">Explore</a> ' + ' how logic can meaningfully improve ' + ' <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://github.com/valhuber/LogicBank/wiki/by-code" title="Rules are 40X more concise than code, and address over 95% of database logic" target="_blank">conciseness</a> ' + ' and quality</li>' + '</ul>' + '</div>' function getContent(){ let result = '<button class="MuiButtonBase-root MuiButton-root MuiButton-text makeStyles-widget-159 MuiButton-textPrimary" tabindex="0" type="button" ><span class="MuiButton-label">Loaded External Component. </span></button>'; result = "" result += sla_doc; return result; }
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/create_from_model/templates/home.js
home.js
import { React } from "react"; import { List, Datagrid, TextField, DateField, NumberField, EditButton, } from "react-admin"; import Grid from '@material-ui/core/Grid'; import { TabbedShowLayout, Tab } from 'react-admin'; import { Edit, Create, Show, SimpleForm, ReferenceInput, SelectInput, TextInput, DateInput, NumberInput, SimpleShowLayout, ReferenceManyField, ShowController, useRecordContext } from "react-admin"; import Paper from '@material-ui/core/Paper'; import { Typography } from '@material-ui/core'; import { useRefresh } from 'react-admin'; import { useDataProvider } from 'react-admin'; import { FunctionField } from 'react-admin'; import DeleteIcon from "@material-ui/icons/Delete"; const customerFilters = [ <TextInput source="q" label="Search" alwaysOn /> ]; export const ApiLogicServer_componentList = props => { const dataProvider = useDataProvider(); const refresh = useRefresh(); return <List filters={customerFilters} perPage={10} {...props} > <Datagrid rowClick="show"> // ApiLogicServer_list_columns <EditButton label="Edit"/> // This functionField is similar to react-admin "DeleteButton" <FunctionField onClick={(e)=> {e.stopPropagation()}} label="Delete" render={record => <DeleteIcon style={{fill: "#3f51b5"}} onClick={(item)=>deleteField(dataProvider, record, refresh)}/>} /> </Datagrid> </List> }; export const ApiLogicServer_componentEdit = props => ( <Edit {...props}> <SimpleForm> // ApiLogicServer_edit_columns </SimpleForm> </Edit> ); const deleteField = (dataProvider, record, refresh) => { dataProvider.delete('ApiLogicServer_component', record).then(()=>{ refresh(); } ).catch((e)=> alert('error')) } export const ApiLogicServer_componentCreate = props => ( <Create {...props}> <SimpleForm> // ApiLogicServer_add_columns </SimpleForm> </Create > ); const ApiLogicServer_componentTitle = ({ record }) => { return <span>Post {record ? `ID: "${record.id}" ContactName: "${record.ContactName}"` : ''}</span>; }; const ShowField = ({ source }) => { const record = useRecordContext(); return record ? ( <Grid item xs={3}> <Typography variant="body2" color="textSecondary" component="p"> {source} </Typography> <Typography variant="body2" component="p"> {record[source]} </Typography> </Grid> ) : null; }; export const ApiLogicServer_componentShow = props => { return ( <Show title={<ApiLogicServer_componentTitle />} {...props}> <SimpleShowLayout> <Typography variant="h5" component="h5" style={{ margin: "30px 0px 30px" }}> ApiLogicServer_component Data: </Typography> <Grid container spacing={3} margin={5} m={40}> // ApiLogicServer_show_columns </Grid> // ApiLogicServer_related </SimpleShowLayout> </Show> ); }
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/create_from_model/templates/react_admin_component.js
react_admin_component.js
import os from flask_appbuilder.security.manager import ( AUTH_OID, AUTH_REMOTE_USER, AUTH_DB, AUTH_LDAP, AUTH_OAUTH, ) basedir = os.path.abspath(os.path.dirname(__file__)) # Your App secret key SECRET_KEY = "\2\1thisismyscretkey\1\2\e\y\y\h" # The SQLAlchemy connection string. SQLALCHEMY_DATABASE_URI = "sqlite:///" + os.path.join(basedir, "app.db") # SQLALCHEMY_DATABASE_URI = 'mysql://myapp@localhost/myapp' # SQLALCHEMY_DATABASE_URI = 'postgresql://root:password@localhost/myapp' # Flask-WTF flag for CSRF CSRF_ENABLED = True # ------------------------------ # GLOBALS FOR APP Builder # ------------------------------ # Uncomment to setup Your App name # APP_NAME = "My App Name" # Uncomment to setup Setup an App icon # APP_ICON = "static/img/logo.jpg" # ---------------------------------------------------- # AUTHENTICATION CONFIG # ---------------------------------------------------- # The authentication type # AUTH_OID : Is for OpenID # AUTH_DB : Is for database (username/password() # AUTH_LDAP : Is for LDAP # AUTH_REMOTE_USER : Is for using REMOTE_USER from web server AUTH_TYPE = AUTH_DB # Uncomment to setup Full admin role name # AUTH_ROLE_ADMIN = 'Admin' # Uncomment to setup Public role name, no authentication needed # AUTH_ROLE_PUBLIC = 'Public' # Will allow user self registration # AUTH_USER_REGISTRATION = True # The default user self registration role # AUTH_USER_REGISTRATION_ROLE = "Public" # When using LDAP Auth, setup the ldap server # AUTH_LDAP_SERVER = "ldap://ldapserver.new" # Uncomment to setup OpenID providers example for OpenID authentication # OPENID_PROVIDERS = [ # { 'name': 'Yahoo', 'url': 'https://me.yahoo.com' }, # { 'name': 'AOL', 'url': 'http://openid.aol.com/<username>' }, # { 'name': 'Flickr', 'url': 'http://www.flickr.com/<username>' }, # { 'name': 'MyOpenID', 'url': 'https://www.myopenid.com' }] # --------------------------------------------------- # Babel config for translations # --------------------------------------------------- # Setup default language BABEL_DEFAULT_LOCALE = "en" # Your application default translation path BABEL_DEFAULT_FOLDER = "translations" # The allowed translation for you app LANGUAGES = { "en": {"flag": "gb", "name": "English"}, "pt": {"flag": "pt", "name": "Portuguese"}, "pt_BR": {"flag": "br", "name": "Pt Brazil"}, "es": {"flag": "es", "name": "Spanish"}, "de": {"flag": "de", "name": "German"}, "zh": {"flag": "cn", "name": "Chinese"}, "ru": {"flag": "ru", "name": "Russian"}, "pl": {"flag": "pl", "name": "Polish"}, } # --------------------------------------------------- # Image and file configuration # --------------------------------------------------- # The file upload folder, when using models with files UPLOAD_FOLDER = basedir + "/app/static/uploads/" # The image upload folder, when using models with images IMG_UPLOAD_FOLDER = basedir + "/app/static/uploads/" # The image upload url, when using models with images IMG_UPLOAD_URL = "/static/uploads/" # Setup image size default is (300, 200, True) # IMG_SIZE = (300, 200, True) # Theme configuration # these are located on static/appbuilder/css/themes # you can create your own and easily use them placing them on the same dir structure to override # APP_THEME = "bootstrap-theme.css" # default bootstrap # APP_THEME = "cerulean.css" # APP_THEME = "amelia.css" # APP_THEME = "cosmo.css" # APP_THEME = "cyborg.css" # APP_THEME = "flatly.css" # APP_THEME = "journal.css" # APP_THEME = "readable.css" # APP_THEME = "simplex.css" # APP_THEME = "slate.css" # APP_THEME = "spacelab.css" # APP_THEME = "united.css" # APP_THEME = "yeti.css"
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/create_from_model/templates/basic_web_app/config.py
config.py
# Northwind Sample, without customizations This is the _no-customizations_ version of the Northwind Sample project. It enables you to: 1. See exactly what database introspection creates 2. Introduce customizations to explore them and their impact To introduce customizations, use the terminal and run: ``` ApiLogicServer add-cust ``` &nbsp;&nbsp; # API Logic Server This project was created by API Logic Server. Edit / extend this readme as desired. &nbsp;&nbsp; # Setup and Run ### Establish your Python environment Install your projects' virtual environment as described in [Virtual Environment](https://apilogicserver.github.io/Docs/Project-Env/). See also the `venv_setup` directory in your API Logic Project. ### For SqlServer, install `pyodbc` Not required for docker-based projects (it's pre-installed). For local installs, see the [Install pyodbc](https://apilogicserver.github.io/Docs/Install-pyodbc/). ### Run Then, start the API, either by IDE launch configurations, or by command line: ``` python api_logic_server_run.py ``` * **Open the Admin App -** [http://localhost:5656/admin-app/index.html#/Home](http://localhost:5656/admin-app/index.html#/Home) &nbsp;&nbsp; # Project Information | About | Info | |:-------------------------|:-----------------------------------| | Created | creation-date | | API Logic Server Version | api_logic_server_version | | Created in directory | api_logic_server_project_directory | | API Name | api_logic_server_api_name | &nbsp;&nbsp; # Key Technologies API Logic Server is based on the projects shown below. Consult their documentation for important information. ### SARFS JSON:API Server [SAFRS: Python OpenAPI & JSON:API Framework](https://github.com/thomaxxl/safrs) SAFRS is an acronym for SqlAlchemy Flask-Restful Swagger. The purpose of this framework is to help python developers create a self-documenting JSON API for sqlalchemy database objects and relationships. These objects are serialized to JSON and created, retrieved, updated and deleted through the JSON API. Optionally, custom resource object methods can be exposed and invoked using JSON. Class and method descriptions and examples can be provided in yaml syntax in the code comments. The description is parsed and shown in the swagger web interface. The result is an easy-to-use swagger/OpenAPI and JSON:API compliant API implementation. ### LogicBank [Transaction Logic for SQLAlchemy Object Models](https://apilogicserver.github.io/Docs/Logic/) Use Logic Bank to govern SQLAlchemy update transaction logic - multi-table derivations, constraints, and actions such as sending mail or messages. Logic consists of _both:_ * **Rules - 40X** more concise using a spreadsheet-like paradigm, and * **Python - control and extensibility,** using standard tools and techniques Logic Bank is based on SQLAlchemy - it handles `before_flush` events to enforce your logic. Your logic therefore applies to any SQLAlchemy-based access - JSON:Api, Admin App, etc. ### SQLAlchemy [Object Relational Mapping for Python](https://docs.sqlalchemy.org/en/13/). SQLAlchemy provides Python-friendly database access for Python. It is used by JSON:Api, Logic Bank, and the Admin App. SQLAlchemy processing is based on Python `model` classes, created automatically by API Logic Server from your database, and saved in the `database` directory. ### Admin App This generated project also contains a React Admin app: * Multi-page - including page transitions to "drill down" * Multi-table - master / details (with tab sheets) * Intelligent layout - favorite fields first, predictive joins, etc * Logic Aware - updates are monitored by business logic &nbsp;&nbsp; # Project Structure This project was created with the following directory structure: | Directory | Usage | Key Customization File | Typical Customization | |:-------------- |:------------------------------|:-----------------------------------|:--------------------------------------------------------------------------------------| | ```api``` | JSON:API | ```api/customize_api.py``` | Add new end points / services | | ```database``` | SQLAlchemy Data Model Classes | ```database/customize_models.py``` | Add derived attributes, and relationships missing in the schema | | ```logic``` | Transactional Logic | ```logic/declare_logic.py``` | Declare multi-table derivations, constraints, and events such as send mail / messages | | ```ui``` | Admin App | ```ui/admin/admin.yaml``` | Control field display - order, captions etc. | ### Key Customization File - Typical Customization In the table above, the _Key Customization Files_ are created as stubs, intended for you to add customizations that extend the created API, Logic and Web App. Since they are separate files, the project can be recreated (e.g., synchronized with a revised schema), and these files can be easily copied into the new project, without line-by-line merges. Please see the ```nw``` sample for examples of typical customizations.
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw_no_cust/readme.md
readme.md
# Tutorial <details markdown> <br> <summary>Welcome to this Tutorial</summary> Use this Tutorial for a quick tour of API Logic Server - **Instant** project creation from a database - **Fully customizable,** using both standard code (Flask/SQLAlchemy) in *your* IDE, and - **Logic** -- multi-table derivation and constraint logic using unique spreadsheet-like rules This contains several projects. These projects use the [Northwind Sample Database](https://apilogicserver.github.io/Docs/Sample-Database/) (customers, orders, products). | Project | What it is | Use it to... | |:---- |:------|:-----------| | 1. Instant_Creation | Northwind Database - Uncustomized | Explore **automated project creation** from Database | | 2. Customized | Northwind Database - Customized | Explore **customizing** with code | | 3. Logic | Northwind Database - Customized, with Logic | Explore **customizing** with code, and rule-based logic | | Next Steps | Create other sample databases | More examples - initial project creation from Database | &nbsp; > If you are running via `pip install` (not Docker or Codespaces), you need to [setup your virtual environment](https://apilogicserver.github.io/Docs/Project-Env/#shared-venv). </details> &nbsp; <details markdown> <br> <summary>0. App_Fiddle: Manually Coded -- Learn Flask / SQLAlchemy - Fully customizable, but slow</summary> This first app (_0. App_Fiddle_) illustrates a typical framework-based approach for creating projects - a minimal project for seeing core Flask and SQLAlchemy services in action. Let's run/test it, then explore the code. To run, use the Run Configuration, and test with `cURL`. <details markdown> <summary>&nbsp;&nbsp;&nbsp;Show me how </summary> &nbsp; To run the basic app: 1. Click **Run and Debug** (you should see *0. App Fiddle), and the green button to start the server 2. Copy the `cURL` text, and paste it into the `bash`/`zsh` window 3. When you have reviewed the result ([here's the readme](./1.%20App_Fiddle/readme.md)), **stop** the server ![](https://github.com/ApiLogicServer/Docs/blob/main/docs/images/tutorial/1-basic-app-tutorial.png?raw=true) </details> &nbsp; <details markdown> <summary>&nbsp;&nbsp;&nbsp;--> Fully Customizable, but Faster Would Be Better</summary> &nbsp; Frameworks are flexible, and leverage your existing dev environment (IDE, git, etc). But the manual effort is time-consuming, and complex. This minimal project **does not provide:** <img align="right" width="150" height="150" src="https://github.com/ApiLogicServer/Docs/blob/main/docs/images/vscode/app-fiddle/horse-feathers.jpg?raw=true" alt="Horse Feathers"> * an API endpoint for each table * We saw above it's straightforward to provide a *single endpoint.* It's quite another matter -- ***weeks to months*** -- to provide endpoints for **all** the tables, with pagination, filtering, and related data access. That's a horse of an entirely different feather.<br><br> * a User Interface * any security, or business logic (multi-table derivations and constraints). Instead of frameworks, we might consider a Low Code approach. Low Code tools provide excellent custom user interfaces. However, these often require extensive screen painting, and typically require a proprietary IDE. And neither frameworks nor Low-Code address multi-table derivation and constraint logic. This is typically nearly half the effort. The next section introduces an approach that is as flexible as a framework, but faster than Low Code for APIs and Admin Apps. </details> </details> &nbsp; <details markdown> <summary>1. Instant Creation -- Flexible as a Framework, Faster than Low Code</summary> <br> The *1. Instant_Creation* app illustrates an alternative, creating an entire project by reading your schema. This automated approach is: * **Instant:** faster than Low Code screen painting, with instant APIs and Admin User Interfaces: * **Admin UI:** multi-page / multi-table apps, with page navigations, automatic joins and declarative hide/show. No HTML or JavaScript required. Ready for Agile collaboration. * Custom UIs can be built using your tool of choice (React, Angular, etc), using the API<br><br> * **API:** an endpoint for each table, with filtering, sorting, pagination and related data access. Swagger is automatic. Ready for custom app dev. * **Fully Customizable:** with **standard dev tools**. Use *your IDE*, Python, and Flask/SQLAlchemy to create new services. We'll see several examples below. * **Open Source:** install with pip or docker. To execute (see *Show me how*, below, for details): **start the server** with **Run and Debug >> *1. Instant Creation***, and then start the Browser at localhost:5656 **(url in the console log)** <details markdown> <summary>&nbsp;&nbsp;&nbsp;Show me how </summary> ![](https://github.com/ApiLogicServer/Docs/blob/main/docs/images/tutorial/2-apilogicproject-tutorial.png?raw=true) &nbsp; </details> &nbsp; This application was *not coded* - **it was created** using the API Logic Server CLI (Command Language Interface), with 1 command (not necessary to do now - it's already been done): ```bash cd tutorial ApiLogicServer create --db_url=sqlite:///sample_db.sqlite --project_name=nw ``` If you *do* want to execute: **stop** the server, restart with **Run and Debug >> nw**, and then start the Browser at localhost:5656 (url in the console log). &nbsp; > Key Takeway: you will achieve this level automation for your projects: provide a database, get an instant API and Admin App. Ready for agile collaboration, custom app dev. Then, customize in your IDE. &nbsp; <details markdown> <summary>&nbsp;&nbsp;&nbsp;What is API Logic Server </summary> &nbsp; **What is Installed** API Logic server installs with `pip`, in a docker container, or in codespaces. As shown below, it consists of a: * **CLI:** the `ApiLogicServer create` command you saw above * **Runtime Packages:** for API, UI and Logic execution<br> ![](https://apilogicserver.github.io/Docs/images/Architecture-What-Is.png) &nbsp; **Development Architecture** It operates as shown below: * A) Create your database as usual * B) Use the CLI to generate an executable project * The system reads your database to create an executable API Logic Project * C) Customize and debug it in VSCode, PyCharm, etc. ![](https://apilogicserver.github.io/Docs/images/creates-and-runs.png) &nbsp; **Standard, Scalable Modern Architecture** * A modern 3-tiered architecture, accessed by **APIs** * Logic is **automatically reused**, factored out of web apps and custom services * **Containerized** for scalable cloud deployment - the project includes a dockerfile to containerize it to DockerHub. ![API Logic Server Intro](https://apilogicserver.github.io/Docs/images/Architecture.png) </details> &nbsp; <details markdown> <summary>&nbsp;&nbsp;&nbsp;--> Instant, But Customization Required</summary> &nbsp; An instant Admin App and API are a great start, but there are some significant short-comings: * **Limited endpoints -** we may require additional endpoints beyond those automatically created * **No security -** no login authentication * **No logic -** multi-table derivations and constraints for save logic * For example, open **Customer** (left nav menu), **click `ALFKI`**, and **EDIT > DELETE the first Order**. Re-click Customer from the left nav menu - it should have reduced the customer's balance from 2102, but it's unchanged. That's because there is *no logic...* * Backend update logic can be as much as half the effort, so we really haven't achieved "Low Code" until this are addressed. Let's see how these are addressed, in the next sections. </details> </details> &nbsp; <details markdown> <summary>2. Customized -- Admin App, New Endpoint... Standard Dev Tools</summary> <br> Customizations are addressed using your IDE, using **Standard use Flask and SQLAlchemy**, exactly as you normally do. Customizations are illustrated in the project [`2. Customized`](2.%20Customized/). To see the effect of the changes, run the app like this: 1. **Stop the server** using the red "stop" button. 2. **Restart the server** with the same procedure as Step 1, above, but choose Run Configuration ***2. Customized***.<br> <details markdown> <summary>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Remind me how</summary> &nbsp; 1. Restart the Server: 1. Click **Run and Debug** 2. Use the dropdown to select **3. API Logic Project: Logic**, and 3. Click the green button to start the server <br><br> 2. Start the Browser at localhost:5656, using the **url shown in the console log** ![](https://apilogicserver.github.io/Docs/images/tutorial/2-apilogicproject-tutorial.png) </details> &nbsp; This project is the customized version of _1. Instant_Creation_, above. The table below lists some of the key customizations you can explore. &nbsp; <p align="center"> <h2 align="center">Explore Key Customizations</h2> </p> <p align="center"> Explore customizations in project: <i>2. Customized</i><br> Click Explore Code to see the code.<br> <b>TL;DR - scan code marked by <--</b> </p> | Customization Area | Try It | Click to Explore Code | Notes | |:-----------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------|:---------------------| | **New API endpoint <--** | `curl -X GET "http://localhost:5656/filters_cats"` | [```api/customize_api.py```](2.%20Customized/api/customize_api.py) | Standard Flask/SQLAlchemy | | **Admin App <--** | Observe **help text** describes features | [```ui/admin/admin.yaml```](2.%20Customized/ui/admin/admin.yaml) | Not complex JS, HTML | &nbsp; </details> &nbsp; <details markdown> <summary>3. Logic -- Unique Spreadsheet-like Rules (40X more concise), Plus Python</summary> <br> In addition to standard Flask/SQLAlchemy use, you can declare rules for multi-table derivations and constraints. Declare rules using Python as a DSL, leveraging IDE support for type-checking, code completion, logging and debugging. Rules are extensible using standard Python. This enables you to address non-database oriented logic such as sending mail or messages.<br><br> **Rules operate like a spreadsheet** Rules plug into SQLAlchemy events, and execute as follows: | Logic Phase | Why It Matters | |:-----------------------------|:---------------------| | **Watch** for changes at the attribute level | Performance - Automatic Attribute-level Pruning | | **React** if referenced data is changed | Ensures Reuse - Invocation is automatic<br>Derivations are optimized (e.g. *adjustment updates* - not aggregate queries) | | **Chain** to other referencing data | Simplifies Maintenance - ordering is automatic | &nbsp; Customizations are illustrated in the project [`3. Logic`](3.%20Logic/). To see the effect of the changes, run the app like this: 1. **Stop the server** using the red "stop" button. 2. **Restart the server** with the same procedure as Step 2, above, but choose Run Configuration ***3. Logic***.<br> <details markdown> <summary>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Remind me how</summary> &nbsp; 1. Restart the Server: 1. Click **Run and Debug** 2. Use the dropdown to select **3. API Logic Project: Logic**, and 3. Click the green button to start the server <br><br> 2. Start the Browser at localhost:5656, using the **url shown in the console log** ![](https://apilogicserver.github.io/Docs/images/tutorial/2-apilogicproject-tutorial.png) </details> &nbsp; This project further customizes _2. Customized_, above. The table below lists some of the key customizations you can explore. &nbsp; <p align="center"> <h2 align="center">Explore Key Customizations</h2> </p> <p align="center"> Explore customizations in project: <i>3. ApiLogicProject_Logic</i><br> Click Explore Code to see the code.<br> <b>TL;DR - scan code marked by <--</b> </p> | Customization Area | Try It | Click to Explore Code | Notes | |:-----------------------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------------------------------------------------------------------------|:---------------------| | **New API endpoint <--** | Use Swagger for endpoint: *CategoriesEndPoint/get_cats*<br><br>See [docs](https://apilogicserver.github.io/Docs/Security-Swagger/) - authenticate as **u1** | [```api/customize_api.py```](3.%20Logic/api/customize_api.py) | Standard Flask/SQLAlchemy | | **Multi-table Update Logic <--** | Delete Order now adjusts the customer balance | [```logic/declare_logic.py```](3.%20Logic/logic/declare_logic.py) | Spreadsheet-like rules | | **Admin App <--** | Observe **help text** describes features | [```ui/admin/admin.yaml```](3.%20Logic/ui/admin/admin.yaml) | Not complex JS, HTML | | **Login Authentication** | Click Category - observe you need to **login** now (user u1, password p) | [```config.py```](3.%20Logic/config.py) | See SECURITY_ENABLED | | **Role-Based Authorization** | Observe categories has **fewer rows** | [```security/declare_security.py```](3.%20Logic/security/declare_security.py) | | &nbsp; Use the [```Detailed Tutorial```](3.%20Logic/Tutorial.md) to further explore this app. </details> &nbsp; <details markdown> &nbsp; <summary>Key Takeaways: Instant App/API, Fully Flexible, Unique Declarative Rules</summary> You have seen the **fastest and simplest** way to create **modern, scalable API-based database systems:** 1. Use the `ApiLogicServer create` command to create a Flask/SQLAlchemy project from your database. Zero learning curve. Projects are **instantly executable**, providing: * **an Admin App:** multi-page, multi-table apps -- ready for business user agile collaboration * **an API:** end points for each table, with filtering, sorting, pagination and related data access -- ready for custom app dev<br><br> 2. **Open Flexibility:** leverage standards for development and deployment: * Dev: customize and debug with **<span style="background-color:Azure;">standard dev tools</span>**. Use *your IDE (e.g. <span style="background-color:Azure;">VSCode, PyCharm</span>)*, <span style="background-color:Azure;">Python</span>, and Flask/SQLAlchemy to create new services. Manage projects with <span style="background-color:Azure;">GitHub</span>. * Deploy: **containerize** your project - deploy on-premise or to the cloud <span style="background-color:Azure;">(Azure, AWS, etc)</span>. * *Flexible as a framework, Faster then Low Code for Admin Apps* 3. ***Declare* security and multi-table constraint/validation logic**, using **declarative spreadsheet-like rules**. Addressing the backend *half* of your system, logic consists of rules, extensible with Python event code. * *40X more concise than code - unique to API Logic Server*<br><br> </details> &nbsp; <details markdown> &nbsp; <summary>Next Steps: New Projects</summary> As shown above, it's easy to create projects with a single command. To help you explore, ApiLogicServer provides several pre-installed sqlite sample databases: ```bash cd tutorial ApiLogicServer create --db_url=sqlite:///sample_db.sqlite --project_name=nw # that's a bit of a mouthful, so abbreviations are provided for pre-included samples ApiLogicServer create --project_name=nw --db_url=nw- # same sample as 2, above ApiLogicServer create --project_name=chinook --db_url=chinook # artists and albums ApiLogicServer create --project_name=classicmodels --db_url=classicmodels # customers, orders ApiLogicServer create --project_name=todo --db_url=todo # 1 table database ``` Then, **restart** the server as above, using the pre-created Run Configuration for `Execute <new project>`.<br><br> > Next, try it on your own databases: if you have a database, you can have an API and an Admin app in minutes. &nbsp; <details markdown> <summary> SQLAlchemy url required for your own databases </summary> &nbsp; The system provides shorthand notations for the pre-installed sample databases above. For your own databases, you will need to provide a SQLAlchemy URI for the `db_url` parameter. These can be tricky - try `ApiLogicServer examples`, or, when all else fails, [try the docs](https://apilogicserver.github.io/Docs/Database-Connectivity/). </details> &nbsp; Click here for the [docs](https://apilogicserver.github.io/Docs/). </details> &nbsp; <details markdown> <summary> Notes </summary> &nbsp; **Project Structure** This tutorial is actually 3 independent projects. When you create a project using `ApiLogicServer create --project_name=my_project`, the system will create a free-standing project. The project will include your container settings, IDE settings etc, so you can just open it your IDE to run and debug. &nbsp; **Guided Demo** Demonstrations of API Logic Server often follow this script, provided as take-away notes. <details markdown> <summary> Guided Demo Summary </summary> &nbsp; 1. Run the automatic **Admin App, and Swagger**<br><br> 2. Explore the Admin App (no html, js): `ui/admin/admin.yaml`<br><br> 3. Explore the API * **Automatic API:** `api/expose_api_models.py` * `database/models.py` - from schema * **Custom Endpoint:** `api/customize_api.py` - see `add_order()`<br><br> 4. Explore `logic/declare_logic.py` * **Executable Design** - declarative * **Breakpoint here**<br><br> 5. Run **Custom APIs and Logic Execution / Debugging** * In swagger: **POST ServicesEndPoint/add_order > Try it out** * At the breakpoint, observe the * **Debugger State** -- row attributes, etc * **Logic Log** -- line for each rule fire, showing row, with indents for chaining </details markdown> &nbsp; </details markdown> </details> &nbsp; <details markdown> <summary>Key Technology Concepts </summary> <p align="center"> <h2 align="center">Key Technology Concepts</h2> </p> <p align="center"> Select a skill of interest, and<br>Click the link to see sample code </p> &nbsp; | Tech Area | Skill | App_Fiddle Example | APILogicProject Logic Example | Notes | |:---- |:------|:-----------|:--------|:--------| | __Flask__ | Setup | [```flask_basic.py```](0.%20App_Fiddle/flask_basic.py) | [```api_logic_server_run.py```](3.%20Logic/api_logic_server_run.py) | | | | Events | | [```ui/admin/admin_loader.py```](3.%20Logic/ui/admin/admin_loader.py) | | | __API__ | Create End Point | [```api/end_points.py```](0.%20App_Fiddle/api/end_points.py) | [```api/customize_api.py```](3.%20Logic/api/customize_api.py) | see `def order():` | | | Call endpoint | | [```test/.../place_order.py```](3.%20Logic/test/api_logic_server_behave/features/steps/place_order.py) | | | __Config__ | Config | [```config.py```](3.%20Logic/config.py) | | | | | Env variables | | [```config.py```](3.%20Logic/config.py) | os.getenv(...) | | __SQLAlchemy__ | Data Model Classes | [```database/models.py```](3.%20Logic/database/models.py) | | | | | Read / Write | [```api/end_points.py```](3.%20Basic_App/api/end_points.py) | [```api/customize_api.py```](3.%20Logic/api/customize_api.py) | see `def order():` | | | Multiple Databases | | [```database/bind_databases.py```](3.%20Logic/database/bind_databases.py) | | | | Events | | [```security/system/security_manager.py```](3.%20Logic/security/system/security_manager.py) | | | __Logic__ | Business Rules | n/a | [```logic/declare_logic.py```](3.%20Logic/logic/declare_logic.py) | ***Unique*** to API Logic Server | | __Security__ | Multi-tenant | n/a | [```security/declare_security.py```](3.%20Logic/security/declare_security.py) | | | __Behave__ | Testing | | [```test/.../place_order.py```](3.%20Logic/test/api_logic_server_behave/features/steps/place_order.py) | | | __Alembic__ | Schema Changes | | [```database/alembic/readme.md```](3.%20Logic/database/alembic/readme.md) | | | __Docker__ | Dev Env | | [```.devcontainer/devcontainer.json```](.devcontainer/devcontainer.json) | See also "For_VS_Code.dockerFile" | | | Containerize Project | | [```devops/docker/build-container.dockerfile```](3.%20Logic/devops/docker/build-container.dockerfile) | |
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/readme.md
readme.md
import sqlite3 from os import path import logging import sys from typing import Any, Optional, Tuple import sqlalchemy from sqlalchemy.ext.hybrid import hybrid_property from sqlalchemy.orm import object_mapper import flask_sqlalchemy from logic_bank.rule_bank.rule_bank import RuleBank app_logger = logging.getLogger(__name__) def log(msg: object) -> None: app_logger.debug(msg) # print("TIL==> " + msg) def connection() -> sqlite3.Connection: ROOT: str = path.dirname(path.realpath(__file__)) log(ROOT) _connection = sqlite3.connect(path.join(ROOT, "sqlitedata.db")) return _connection def dbpath(dbname: str) -> str: ROOT: str = path.dirname(path.realpath(__file__)) log('ROOT: '+ROOT) PATH: str = path.join(ROOT, dbname) log('DBPATH: '+PATH) return PATH def json_to_entities(from_row: str or object, to_row): """ transform json object to SQLAlchemy rows, for save & logic :param from_row: json service payload: dict - e.g., Order and OrderDetailsList :param to_row: instantiated mapped object (e.g., Order) :return: updates to_row with contents of from_row (recursively for lists) """ def get_attr_name(mapper, attr)-> Tuple[Optional[Any], str]: """ returns name, type of SQLAlchemy attr metadata object """ attr_name = None attr_type = "attr" if hasattr(attr, "key"): attr_name = attr.key elif isinstance(attr, hybrid_property): attr_name = attr.__name__ elif hasattr(attr, "__name__"): attr_name = attr.__name__ elif hasattr(attr, "name"): attr_name = attr.name if attr_name == "OrderDetailListX" or attr_name == "CustomerX": print("Debug Stop") if isinstance(attr, sqlalchemy.orm.relationships.RelationshipProperty): # hasattr(attr, "impl"): # sqlalchemy.orm.relationships.RelationshipProperty if attr.uselist: attr_type = "list" else: # if isinstance(attr.impl, sqlalchemy.orm.attributes.ScalarObjectAttributeImpl): attr_type = "object" return attr_name, attr_type row_mapper = object_mapper(to_row) for each_attr_name in from_row: if hasattr(to_row, each_attr_name): for each_attr in row_mapper.attrs: mapped_attr_name, mapped_attr_type = get_attr_name(row_mapper, each_attr) if mapped_attr_name == each_attr_name: if mapped_attr_type == "attr": value = from_row[each_attr_name] setattr(to_row, each_attr_name, value) elif mapped_attr_type == "list": child_from = from_row[each_attr_name] for each_child_from in child_from: child_class = each_attr.entity.class_ # eachOrderDetail = OrderDetail(); order.OrderDetailList.append(eachOrderDetail) child_to = child_class() # instance of child (e.g., OrderDetail) json_to_entities(each_child_from, child_to) child_list = getattr(to_row, each_attr_name) child_list.append(child_to) pass elif mapped_attr_type == "object": log("a parent object - skip (future - lookups here?)") break rule_count = 0 from flask import request, jsonify def rules_report(): """ logs report of all rules, using rules_bank.__str__() """ global rule_count rules_bank = RuleBank() logic_logger = logging.getLogger("logic_logger") rule_count = 0 logic_logger.debug(f'\nThe following rules have been activated\n') list_rules = rules_bank.__str__() loaded_rules = list(list_rules.split("\n")) for each_rule in loaded_rules: logic_logger.info(each_rule + '\t\t## ') rule_count += 1 logic_logger.info(f'Logic Bank - {rule_count} rules loaded') def server_log(request, jsonify): """ Used by test/*.py - enables client app to log msg into server """ import os import datetime from pathlib import Path import logging global rule_count def add_file_handler(logger, name: str, log_dir): """Add a file handler for this logger with the specified `name` (and store the log file under `log_dir`).""" # Format for file log for each_handler in logger.handlers: each_handler.flush() handler_name = str(each_handler) if "stderr" in handler_name: pass # print(f'do not delete stderr') else: logger.removeHandler(each_handler) fmt = '%(asctime)s | %(levelname)8s | %(filename)s:%(lineno)d | %(message)s' formatter = logging.Formatter(fmt) formatter = logging.Formatter('%(message)s - %(asctime)s - %(name)s - %(levelname)s') # Determine log path/file name; create log_dir if necessary now = datetime.datetime.now().strftime('%Y%m%d_%H%M%S') log_name = f'{str(name).replace(" ", "_")}' # {now}' if len(log_name) >= 26: log_name = log_name[0:25] if not os.path.exists(log_dir): try: os.makedirs(log_dir) except: app_logger.info(f'util.add_file_handler unable to create dir {log_dir}') log_dir = '/tmp' if sys.platform.startswith('linux') else '.' app_logger.info(f'Defaulting to {log_dir}.') log_file = os.path.join(log_dir, log_name) + '.log' if os.path.exists(log_file): os.remove(log_file) else: pass # file does not exist # Create file handler for logging to a file (log all five levels) # print(f'create file handler for logging: {log_file}') logger.file_handler = logging.FileHandler(log_file) logger.file_handler.setLevel(logging.DEBUG) logger.file_handler.setFormatter(formatter) logger.addHandler(logger.file_handler) msg = request.args.get('msg') test = request.args.get('test') if test is not None and test != "None": if test == "None": print(f'None for msg: {msg}') logic_logger = logging.getLogger('logic_logger') # for debugging user logic # logic_logger.info("\n\nLOGIC LOGGER HERE\n") dir = request.args.get('dir') add_file_handler(logic_logger, test, Path(os.getcwd()).joinpath(dir)) if msg == "Rules Report": rules_report() logic_logger.info(f'Logic Bank {__version__} - {rule_count} rules loaded') else: app_logger.info(f'{msg}') return jsonify({"result": f'ok'}) def format_nested_object(row , replace_attribute_tag: str = "" , remove_links_relationships: bool = False) -> dict: """ Args: row (safrs.DB.Model): models instance (object + related objects) replace_attribute_tag (str): replace _attribute_ tag with this name remove_links_relationships (bool): remove these tags Example: in sample nw project, see customize_api: order() Returns: _type_: row suitable for safrs response (a dict) """ row_as_dict = jsonify(row).json log(f'row_to_dict: {row_as_dict}') if replace_attribute_tag != "": row_as_dict[replace_attribute_tag] = row_as_dict.pop('attributes') if remove_links_relationships: row_as_dict.pop('links') row_as_dict.pop('relationships') return row_as_dict def rows_to_dict(result: flask_sqlalchemy.BaseQuery) -> list: """ Converts SQLAlchemy result (mapped or raw) to dict array of un-nested rows Args: result (object): list of serializable objects (e.g., dict) Returns: list of rows as dicts """ rows = [] for each_row in result: row_as_dict = {} log(f'type(each_row): {type(each_row)}') if isinstance (each_row, sqlalchemy.engine.row.Row): # raw sql, eg, sample catsql key_to_index = each_row._key_to_index # note: SQLAlchemy 2 specific for name, value in key_to_index.items(): row_as_dict[name] = each_row[value] else: row_as_dict = each_row.to_dict() rows.append(row_as_dict) return rows def sys_info(): """ Print env and path """ import os, socket print("\n\nsys_info here") print("\nEnvironment Variables...") env = os.environ for each_variable in os.environ: print(f'.. {each_variable} = {env[each_variable]}') print("\nPYTHONPATH..") for p in sys.path: print(".." + p) print("") print(f'sys.prefix (venv): {sys.prefix}\n') print("") hostname = socket.gethostname() try: local_ip = socket.gethostbyname(hostname) except: local_ip = f"Warning - Failed local_ip = socket.gethostbyname(hostname) with hostname: {hostname}" print(f"hostname={hostname} on local_ip={local_ip}\n\n")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/0. App_Fiddle/util.py
util.py
from os import environ, path from pathlib import Path import os from dotenv import load_dotenv import logging # for complete flask_sqlachemy config parameters and session handling, # read: file flask_sqlalchemy/__init__.py AND flask/config.py ''' app.config.setdefault('SQLALCHEMY_DATABASE_URI', 'sqlite:///:memory:') app.config.setdefault('SQLALCHEMY_BINDS', None) app.config.setdefault('SQLALCHEMY_NATIVE_UNICODE', None) app.config.setdefault('SQLALCHEMY_ECHO', False) app.config.setdefault('SQLALCHEMY_RECORD_QUERIES', None) app.config.setdefault('SQLALCHEMY_POOL_SIZE', None) app.config.setdefault('SQLALCHEMY_POOL_TIMEOUT', None) app.config.setdefault('SQLALCHEMY_POOL_RECYCLE', None) app.config.setdefault('SQLALCHEMY_MAX_OVERFLOW', None) app.config.setdefault('SQLALCHEMY_COMMIT_ON_TEARDOWN', False) ''' basedir = path.abspath(path.dirname(__file__)) load_dotenv(path.join(basedir, "default.env")) app_logger = logging.getLogger('api_logic_server_app') class Config: """Set Flask configuration from .env file.""" # General Config SECRET_KEY = environ.get("SECRET_KEY") FLASK_APP = environ.get("FLASK_APP") FLASK_ENV = environ.get("FLASK_ENV") DEBUG = environ.get("DEBUG") running_at = Path(__file__) project_abs_dir = running_at.parent.absolute() # Database SQLALCHEMY_DATABASE_URI = f"sqlite:///{str(project_abs_dir.joinpath('database/db.sqlite'))}" # override SQLALCHEMY_DATABASE_URI here as required app_logger.debug(f'config.py - SQLALCHEMY_DATABASE_URI: {SQLALCHEMY_DATABASE_URI}') # as desired, use env variable: export SQLALCHEMY_DATABASE_URI='sqlite:////Users/val/dev/servers/docker_api_logic_project/database/db.sqliteXX' if os.getenv('SQLALCHEMY_DATABASE_URI'): # e.g. export SECURITY_ENABLED=true SQLALCHEMY_DATABASE_URI = os.getenv('SQLALCHEMY_DATABASE_URI') app_logger.debug(f'.. overridden from env variable: {SQLALCHEMY_DATABASE_URI}') SQLALCHEMY_TRACK_MODIFICATIONS = False PROPAGATE_EXCEPTIONS = False
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/0. App_Fiddle/config.py
config.py
# 1. Learn APIs using Flask / SQLAlchemy This is a manually coded server providing a few APIs for [this database](https://apilogicserver.github.io/Docs/Sample-Database/). It is the smallest example of a typical project for a modern database API server. &nbsp; # APIs Here's a brief overview of APIs. &nbsp; ## Requirement: Networked Database Access Most database applications require networked database access. You simply cannot call database access libraries (e.g., ODBC, JDBC) from a mobile app or a remote computer for B2B or application integration. &nbsp; ## RESTful APIs: Leverage HTTP, JSON REST has emerged as a loose standard for APIs, by leveraging 2 key technology elements: * **HTTP protocol:** Web Browsers utilize this, invoking `Get` commands to obtain `html` responses, but HTTP is far more extensive as shown in the table below. * **JSON:** JavaScript Object Notation is supported by virtually all language, providing readable formatting for objects/properties, including lists and sub-objects. &nbsp; ## Example: retrieve some data HTTP is invoked with a URL, as shown in the following cURL command, identifies a verb, a server/port, an endpoint (`order`) and arguments: ``` curl -X GET "http://localhost:8080/order?Id=10643" ``` &nbsp; ## Key Elements | HTTP Component | Designates | Notes | Example | |:----|:--------|:--------|:--------| | **Verb** | `Post`, `Get`, `Patch`, `Delete` | Maps well to ***crud*** | `Get` | | Server:port | Identifies server | | http://localhost:8080 | | **Endpoint** | Can be series of nodes | Analogous to **table/view** name | `Order` | | **Arguments** | Key/values Start with `?`, separate by `&` | E.g., **filter/sort**. Caution: special characters | `?Id=10643` | | Return Code | Success/failure | a number | 200 means success | | **Response** | The requested data | JSON format | See below | | **Request** | Data for insert, update | JSON format | Not used for `Get` | | *Header* | **Authentication** | typically a token | Commonly JWT (Java Web Token) | &nbsp; <details markdown> <br> <summary>Response Example</summary> ```json { "AmountTotal": "1086.00", "City": "None", "CloneFromOrder": "None", "Country": "None", "CustomerId": "ALFKI", "Customer_Name": "Alfreds Futterkiste", "EmployeeId": "6", "Freight": "29.4600000000", "Id": "10643", "OrderDate": "2013-08-25", "OrderDetailCount": "3", "OrderDetailListAsDicts": [ { "Amount": "684.0000000000", "Discount": "0.25", "Id": "1040", "OrderId": "10643", "ProductId": "28", "ProductName": "R\u00f6ssle Sauerkraut", "Quantity": "15", "ShippedDate": "None", "UnitPrice": "45.6000000000" }, { "Amount": "378.0000000000", "Discount": "0.25", "Id": "1041", "OrderId": "10643", "ProductId": "39", "ProductName": "Chartreuse verte", "Quantity": "21", "ShippedDate": "None", "UnitPrice": "18.0000000000" }, { "Amount": "24.0000000000", "Discount": "0.25", "Id": "1042", "OrderId": "10643", "ProductId": "46", "ProductName": "Spegesild", "Quantity": "2", "ShippedDate": "None", "UnitPrice": "12.0000000000" } ], "Ready": "True", "RequiredDate": "2013-09-22", "ShipAddress": "Obere Str. 57", "ShipCity": "Berlin", "ShipCountry": "Germany", "ShipName": "Alfreds Futterkiste", "ShipZip": "12209", "ShipRegion": "Western Europe", "ShipVia": "1", "ShippedDate": "None" } ``` </details> &nbsp; ### Considerable Design Required There is ***considerable*** variation with RESTful servers: * how the arguments are specified * how exactly are request/response objects structured, etc. Resolving these is a substantial design task, requiring considerable time and experience. Standards such as **JSON:API** can therefore save time and improve quality. &nbsp; # Python Frameworks Creating an API Server requires 2 basic tools: a Framework, and database access. There are several libraries for creating Web Servers in Python, including Django, Fast API, and Flask. Here we will explore: * Flask - a framework for receiving HTTP calls and returning responses * SQLAlchemy - SQL Access &nbsp; ## Framework - Flask A framework is a "your code goes here" library, providing backend functions to handle api calls, html calls, etc. The framework provides key basic functions such as: * listening for incoming calls, and **invoking your code** (your 'handler') * providing **access to url parameters and request data** * enabling you to **return a response** in a designated format, such as html or json A popular framework in Python is ***Flask***, illustrated in this application. Basically: ```python @app.route('/order', methods=['GET']) # Tell Flask: call this on order request def order(): order_id = request.args.get('Id') # Obtain URL argument from Flask ``` &nbsp; ## Data Access - SQLAlchemy ORM In your handler, you may need to read or write database data. You can use raw SQL, or an ORM (Object Relational Manager) such as SQLAlchemy. ORMs can facilitate database access: * **use Objects** (instead of dictionaries), which provide IDE services such as code completion to simplify coding and reduce errors * simplified **access to related data** (e.g., a simple way to get the OrderDetails for an Order) * **custom naming** - independent of database table/columns * See `Category.CategoryName`, `Order.ShipZip`<br><br> * other services, such as support for type hierarchies There are 2 basic elements for using an ORM: * provide **data model classes** - these are used to read/write data, and can also be used to create / update the database structure (add tables and columns). See `database/models.py`: ```python class Customer(Base): __tablename__ = 'Customer' _s_collection_name = 'Customer' __bind_key__ = 'None' Id = Column(String(8000), primary_key=True) CompanyName = Column(String(8000)) OrderList = relationship('Order', cascade_backrefs=False, backref='Customer') ``` * use **data access** - verbs to read/write data. See `api/end_points.py`: ```python order = db.session.query(models.Order).filter(models.Order.Id == order_id).one() for each_order_detail in order.OrderDetailList: # SQLAlchemy related data access ``` --- &nbsp; # Exploring the App &nbsp; ## App Structure Long before you use the Flask/SQLAlchemy tools, you need to create project structure. You can explore [```1. Learn APIs using Flask SqlAlchemy```](../1.%20Learn%20APIs%20using%20Flask%20SqlAlchemy/): * `api` - a directory for api code * `database` - a directory for SQLAlchemy artifacts There are also important devops artifacts: * `.devcontainer/` - files here enable your project to be run in docker images (including Codespaces), and to package your application as an image for production deployment * `config.py` - use this to set up key configuration parameters, including code to override them with environment variables &nbsp; ## Server See [```flask_basic.py```](/1.%20Learn%20APIs%20using%20Flask%20SqlAlchemy/flask_basic.py) to see how to establish a Flask server. It's this program you ran to start the server. &nbsp; ## API Explore [```api/end_points.py```](/1.%20Learn%20APIs%20using%20Flask%20SqlAlchemy/api/end_points.py) for examples of handling api calls. See `def order():`. &nbsp; ## Data Access There are 2 files to explore for SQLAlchemy: * See [```database/models.py```](/1.%20Learn%20APIs%20using%20Flask%20SqlAlchemy/database/models.py) for examples of defining objects (models) for database rows. These correspond to the tables in your database. * See [```api/end_points.py```](/1.%20Learn%20APIs%20using%20Flask%20SqlAlchemy/api/end_points.py) for examples of SQLAlchemy calls. See `def order():`.
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/0. App_Fiddle/readme.md
readme.md
from sqlalchemy import Boolean, Column, DECIMAL, Date, Float, ForeignKey, ForeignKeyConstraint, Integer, LargeBinary, String, Table, Text, text from sqlalchemy.orm import relationship from sqlalchemy.sql.sqltypes import NullType from sqlalchemy.ext.declarative import declarative_base ######################################################################################################################## # Classes describing database for SqlAlchemy ORM. ######################################################################################################################## from flask_sqlalchemy import SQLAlchemy db = SQLAlchemy() Base = declarative_base() metadata = Base.metadata #NullType = db.String # datatype fixup #TIMESTAMP= db.TIMESTAMP from sqlalchemy.dialects.sqlite import * ######################################################################################################################## class Category(Base): __tablename__ = 'CategoryTableNameTest' _s_collection_name = 'Category' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) CategoryName = Column('CategoryName_ColumnName', String(8000)) # logical name Description = Column(String(8000)) Client_id = Column(Integer) class Customer(Base): __tablename__ = 'Customer' _s_collection_name = 'Customer' __bind_key__ = 'None' Id = Column(String(8000), primary_key=True) CompanyName = Column(String(8000)) ContactName = Column(String(8000)) ContactTitle = Column(String(8000)) Address = Column(String(8000)) City = Column(String(8000)) Region = Column(String(8000)) PostalCode = Column(String(8000)) Country = Column(String(8000)) Phone = Column(String(8000)) Fax = Column(String(8000)) Balance = Column(DECIMAL) CreditLimit = Column(DECIMAL) OrderCount = Column(Integer, server_default=text("0")) UnpaidOrderCount = Column(Integer, server_default=text("0")) Client_id = Column(Integer) allow_client_generated_ids = True OrderList = relationship('Order', cascade_backrefs=False, backref='Customer') class CustomerDemographic(Base): __tablename__ = 'CustomerDemographic' _s_collection_name = 'CustomerDemographic' __bind_key__ = 'None' Id = Column(String(8000), primary_key=True) CustomerDesc = Column(String(8000)) allow_client_generated_ids = True class Department(Base): __tablename__ = 'Department' _s_collection_name = 'Department' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) DepartmentId = Column(ForeignKey('Department.Id')) DepartmentName = Column(String(100)) # see backref on parent: Department = relationship('Department', remote_side=[Id], cascade_backrefs=False, backref='DepartmentList') Department = relationship('Department', remote_side=[Id], cascade_backrefs=False, backref='DepartmentList') # special handling for self-relationships EmployeeList = relationship('Employee', primaryjoin='Employee.OnLoanDepartmentId == Department.Id', cascade_backrefs=False, backref='Department') EmployeeList1 = relationship('Employee', primaryjoin='Employee.WorksForDepartmentId == Department.Id', cascade_backrefs=False, backref='Department1') class Location(Base): __tablename__ = 'Location' _s_collection_name = 'Location' __bind_key__ = 'None' country = Column(String(50), primary_key=True) city = Column(String(50), primary_key=True) notes = Column(String(256)) allow_client_generated_ids = True OrderList = relationship('Order', cascade_backrefs=False, backref='Location') class Product(Base): __tablename__ = 'Product' _s_collection_name = 'Product' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) ProductName = Column(String(8000)) SupplierId = Column(Integer, nullable=False) CategoryId = Column(Integer, nullable=False) QuantityPerUnit = Column(String(8000)) UnitPrice = Column(DECIMAL, nullable=False) UnitsInStock = Column(Integer, nullable=False) UnitsOnOrder = Column(Integer, nullable=False) ReorderLevel = Column(Integer, nullable=False) Discontinued = Column(Integer, nullable=False) UnitsShipped = Column(Integer) OrderDetailList = relationship('OrderDetail', cascade_backrefs=False, backref='Product') class Region(Base): __tablename__ = 'Region' _s_collection_name = 'Region' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) RegionDescription = Column(String(8000)) class SampleDBVersion(Base): __tablename__ = 'SampleDBVersion' _s_collection_name = 'SampleDBVersion' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) Notes = Column(String(800)) class Shipper(Base): __tablename__ = 'Shipper' _s_collection_name = 'Shipper' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) CompanyName = Column(String(8000)) Phone = Column(String(8000)) class Supplier(Base): __tablename__ = 'Supplier' _s_collection_name = 'Supplier' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) CompanyName = Column(String(8000)) ContactName = Column(String(8000)) ContactTitle = Column(String(8000)) Address = Column(String(8000)) City = Column(String(8000)) Region = Column(String(8000)) ShipZip = Column('ShipPostalCode', String(8000)) # manual fix - alias Country = Column(String(8000)) Phone = Column(String(8000)) Fax = Column(String(8000)) HomePage = Column(String(8000)) class Territory(Base): __tablename__ = 'Territory' _s_collection_name = 'Territory' __bind_key__ = 'None' Id = Column(String(8000), primary_key=True) TerritoryDescription = Column(String(8000)) RegionId = Column(Integer, nullable=False) allow_client_generated_ids = True EmployeeTerritoryList = relationship('EmployeeTerritory', cascade_backrefs=False, backref='Territory') class Union(Base): __tablename__ = 'Union' _s_collection_name = 'Union' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) Name = Column(String(80)) EmployeeList = relationship('Employee', cascade_backrefs=False, backref='Union') t_sqlite_sequence = Table( 'sqlite_sequence', metadata, Column('name', NullType), Column('seq', NullType) ) class Employee(Base): __tablename__ = 'Employee' _s_collection_name = 'Employee' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) LastName = Column(String(8000)) FirstName = Column(String(8000)) Title = Column(String(8000)) TitleOfCourtesy = Column(String(8000)) BirthDate = Column(String(8000)) HireDate = Column(String(8000)) Address = Column(String(8000)) City = Column(String(8000)) Region = Column(String(8000)) PostalCode = Column(String(8000)) Country = Column(String(8000)) HomePhone = Column(String(8000)) Extension = Column(String(8000)) Notes = Column(String(8000)) ReportsTo = Column(Integer, index=True) PhotoPath = Column(String(8000)) EmployeeType = Column(String(16), server_default=text("Salaried")) Salary = Column(DECIMAL) WorksForDepartmentId = Column(ForeignKey('Department.Id')) OnLoanDepartmentId = Column(ForeignKey('Department.Id')) UnionId = Column(ForeignKey('Union.Id')) Dues = Column(DECIMAL) # see backref on parent: Department = relationship('Department', primaryjoin='Employee.OnLoanDepartmentId == Department.Id', cascade_backrefs=False, backref='EmployeeList') # see backref on parent: Union = relationship('Union', cascade_backrefs=False, backref='EmployeeList') # see backref on parent: Department1 = relationship('Department', primaryjoin='Employee.WorksForDepartmentId == Department.Id', cascade_backrefs=False, backref='EmployeeList_Department1') EmployeeAuditList = relationship('EmployeeAudit', cascade_backrefs=False, backref='Employee') EmployeeTerritoryList = relationship('EmployeeTerritory', cascade_backrefs=False, backref='Employee') OrderList = relationship('Order', cascade_backrefs=False, backref='Employee') class EmployeeAudit(Base): __tablename__ = 'EmployeeAudit' _s_collection_name = 'EmployeeAudit' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) Title = Column(String) Salary = Column(DECIMAL) LastName = Column(String) FirstName = Column(String) EmployeeId = Column(ForeignKey('Employee.Id')) CreatedOn = Column(Text) # see backref on parent: Employee = relationship('Employee', cascade_backrefs=False, backref='EmployeeAuditList') class EmployeeTerritory(Base): __tablename__ = 'EmployeeTerritory' _s_collection_name = 'EmployeeTerritory' __bind_key__ = 'None' Id = Column(String(8000), primary_key=True) EmployeeId = Column(ForeignKey('Employee.Id'), nullable=False) TerritoryId = Column(ForeignKey('Territory.Id')) allow_client_generated_ids = True # see backref on parent: Employee = relationship('Employee', cascade_backrefs=False, backref='EmployeeTerritoryList') # see backref on parent: Territory = relationship('Territory', cascade_backrefs=False, backref='EmployeeTerritoryList') class Order(Base): __tablename__ = 'Order' _s_collection_name = 'Order' __bind_key__ = 'None' __table_args__ = ( ForeignKeyConstraint(['Country', 'City'], ['Location.country', 'Location.city']), ) Id = Column(Integer, primary_key=True) CustomerId = Column(ForeignKey('Customer.Id'), nullable=False, index=True) EmployeeId = Column(ForeignKey('Employee.Id'), nullable=False, index=True) OrderDate = Column(String(8000)) RequiredDate = Column(Date) ShippedDate = Column(String(8000)) ShipVia = Column(Integer) Freight = Column(DECIMAL, server_default=text("0")) ShipName = Column(String(8000)) ShipAddress = Column(String(8000)) ShipCity = Column(String(8000)) ShipRegion = Column(String(8000)) ShipZip = Column('ShipPostalCode', String(8000)) # manual fix - alias ShipCountry = Column(String(8000)) AmountTotal = Column(DECIMAL(10, 2)) Country = Column(String(50)) City = Column(String(50)) Ready = Column(Boolean, server_default=text("TRUE")) OrderDetailCount = Column(Integer, server_default=text("0")) CloneFromOrder = Column(ForeignKey('Order.Id')) # see backref on parent: parent = relationship('Order', remote_side=[Id], cascade_backrefs=False, backref='OrderList') # see backref on parent: Location = relationship('Location', cascade_backrefs=False, backref='OrderList') # see backref on parent: Customer = relationship('Customer', cascade_backrefs=False, backref='OrderList') # see backref on parent: Employee = relationship('Employee', cascade_backrefs=False, backref='OrderList') parent = relationship('Order', remote_side=[Id], cascade_backrefs=False, backref='OrderList') # special handling for self-relationships OrderDetailList = relationship('OrderDetail', cascade='all, delete', cascade_backrefs=False, backref='Order') # manual fix class OrderDetail(Base): __tablename__ = 'OrderDetail' _s_collection_name = 'OrderDetail' __bind_key__ = 'None' Id = Column(Integer, primary_key=True) OrderId = Column(ForeignKey('Order.Id'), nullable=False, index=True) ProductId = Column(ForeignKey('Product.Id'), nullable=False, index=True) UnitPrice = Column(DECIMAL) Quantity = Column(Integer, server_default=text("1"), nullable=False) Discount = Column(Float, server_default=text("0")) Amount = Column(DECIMAL) ShippedDate = Column(String(8000)) # see backref on parent: Order = relationship('Order', cascade_backrefs=False, backref='OrderDetailList') # see backref on parent: Product = relationship('Product', cascade_backrefs=False, backref='OrderDetailList')
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/0. App_Fiddle/database/models.py
models.py
import logging from flask import request, jsonify from database import models import util from sqlalchemy import inspect def row2dict(row): """ Get dict for row. Note mapped rows are *logical*, not physical db table/column names. * see Category, Order.ShipZip https://docs.sqlalchemy.org/en/20/orm/mapping_styles.html#inspection-of-mapped-instances Args: row (_type_): row instance (mapped object) Returns: _type_: dict of attr names/values """ mapper = inspect(row.__class__).mapper return { c.key: str(getattr(row, c.key)) for c in mapper.attrs # not: for c in row.__table__.columns } def flask_events(app, db): """ Illustrate flask events """ app_logger = logging.getLogger(__name__) @app.route('/hello_world') def hello_world(): """ Illustrates simplest possible endpoint, with url args. The url suffix is specified in the annotation. Test it with: http://localhost:8080/hello_world?user=Basic_App Returns: json : a simple string """ user = request.args.get('user') # obtain URL argument from Flask via built-in request object app_logger.info(f'{user}') return jsonify({"result": f'hello, {user}'}) # the api response (in json) @app.route('/order', methods=['GET']) # tell Flask: call this function when /order request occurs def order(): """ End point to return a nested result set response, from related database rows Illustrates: 1. Obtain URL argument from Flask 2. Read data from SQLAlchemy, and related data (via foreign keys) 3. Restructure row results to desired json (e.g., for tool such as Sencha) 4. Use Flask to return nested response json Test: http://localhost:8080/order?Id=10643 curl -X GET "http://localhost:8080/order?Id=10643" """ # 1. Obtain URL argument from Flask order_id = request.args.get('Id') # 2. Read data from SQLAlchemy order = db.session.query(models.Order).\ filter(models.Order.Id == order_id).one() app_logger.info(f'\n Breakpoint - examine order in debugger \n') # 3. Restructure row results - format as result_std_dict result_std_dict = util.format_nested_object(row2dict(order) , remove_links_relationships=False) result_std_dict['Customer_Name'] = order.Customer.CompanyName # eager fetch result_std_dict['OrderDetailListAsDicts'] = [] for each_order_detail in order.OrderDetailList: # SQLAlchemy related data access each_order_detail_dict = util.format_nested_object(row=row2dict(each_order_detail) , remove_links_relationships=False) each_order_detail_dict['ProductName'] = each_order_detail.Product.ProductName result_std_dict['OrderDetailListAsDicts'].append(each_order_detail_dict) # 4. Use Flask to return nested response json (Flask jsonifies dict) return result_std_dict # rest response @app.route('/stop') def stop(): # test it with: http://localhost:8080/stop?msg=API stop - Stop Basic App Server """ Use this to stop the server from the Browser. See: https://stackoverflow.com/questions/15562446/how-to-stop-flask-application-without-using-ctrl-c """ import os, signal msg = request.args.get('msg') app_logger.info(f'\nStopped server: {msg}\n') os.kill(os.getpid(), signal.SIGINT) return jsonify({ "success": True, "message": "Server is shutting down..." }) logging.info("\n\n..Basic App, exposing end points: hello_world, order, stop\n")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/tutorial/0. App_Fiddle/api/end_points.py
end_points.py
import * as React from 'react'; import { styled } from '@mui/material/styles'; import ArrowForwardIosSharpIcon from '@mui/icons-material/ArrowForwardIosSharp'; import MuiAccordion from '@mui/material/Accordion'; import MuiAccordionSummary from '@mui/material/AccordionSummary'; import MuiAccordionDetails from '@mui/material/AccordionDetails'; import Typography from '@mui/material/Typography'; import { typography } from '@material-ui/system'; const Accordion = styled((props) => ( <MuiAccordion disableGutters elevation={0} square {...props} /> ))(({ theme }) => ({ border: `1px solid ${theme.palette.divider}`, '&:not(:last-child)': { borderBottom: 0, }, '&:before': { display: 'none', }, })); const AccordionSummary = styled((props) => ( <MuiAccordionSummary expandIcon={<ArrowForwardIosSharpIcon sx={{ fontSize: '0.9rem' }} />} {...props} /> ))(({ theme }) => ({ backgroundColor: theme.palette.mode === 'dark' ? 'rgba(255, 255, 255, .05)' : 'rgba(0, 0, 0, .03)', flexDirection: 'row-reverse', '& .MuiAccordionSummary-expandIconWrapper.Mui-expanded': { transform: 'rotate(90deg)', }, '& .MuiAccordionSummary-content': { marginLeft: theme.spacing(1), }, })); const AccordionDetails = styled(MuiAccordionDetails)(({ theme }) => ({ padding: theme.spacing(2), borderTop: '1px solid rgba(0, 0, 0, .125)', })); export default function CustomizedAccordions() { const [expanded, setExpanded] = React.useState('panel1'); const handleChange = (panel) => (event, newExpanded) => { setExpanded(newExpanded ? panel : false); }; return ( <div> <div className="MuiTypography-root jss4"> <Typography variant="h4" align="center">Welcome to API Logic Server -- Sample System</Typography> <Typography lineHeight = {2}><br></br><a rel="nofollow" href="https://github.com/valhuber/ApiLogicServer/blob/main/README.md/" target="_blank">API Logic Server</a> &nbsp;creates <i>customizable</i> model-driven systems, instantly from your&nbsp; <a href="https://apilogicserver.github.io/Docs/Sample-Database/" target="_blank">database</a>. <Typography><br></br></Typography> </Typography> <Accordion > <AccordionSummary aria-controls="panel1d-content" id="panel1d-header"> <Typography>This app was not coded - it was <i>created.</i> Click here to see how:</Typography> </AccordionSummary> <AccordionDetails> <Typography> <ul> <li><i>Automated: </i>create executable systems with this single command... <pre> &nbsp;&nbsp;&nbsp;ApiLogicServer <strong>create-and-run</strong> \<br></br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;--project_name=ApiLogicProject \ # customize with Python and your IDE<br></br> &nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;--db_url=sqlite:///nw.sqlite # your db here </pre> </li> <li><i>Model-driven: </i>creation builds executable&nbsp; <a rel="nofollow" href="https://apilogicserver.github.io/Docshitecture/#customizable-declarative-models" target="_blank">models</a> , not code <ul> <li> Dramatically simpler to understand, customize and maintain </li> </ul> <Typography>&nbsp;</Typography></li> <li><i>Customizable: </i>models are created into a project;&nbsp; <a rel="nofollow" href="https://apilogicserver.github.io/Docsject-Structure/" target="_blank">customize</a> &nbsp;with Python and your IDE <ul> <li>This system has about 20 rules, and 20 lines of code</li> </ul> </li> </ul> </Typography> </AccordionDetails> </Accordion> <Typography><br></br> 1.&nbsp; <a href="https://apilogicserver.github.io/Docsin-Tour/" target="_blank">Automatic Admin App</a> , you are running it now <ul> <li>For instant collaboration and Back Office data maintenance</li> <li>Rich functionality: multi-page, multi-table, automatic joins</li> <li>Explore this app (e.g., click Customer, at left), and how to <a rel="nofollow" href="https://apilogicserver.github.io/Docsin-Customization/" target="_blank">customize it</a></li> </ul> 2. <a href="/api" target="_blank">API</a>, with oas/Swagger <ul> <li>For custom app dev, application integration</li> <li>Rich functionality: endpoint for each table, with filtering, pagination, related data</li> <li><a rel="nofollow" href="https://github.com/valhuber/ApiLogicServer/wiki#customize-the-api-with-expose_servicespy-add-rpcs-services" target="_blank">Customizable</a>: add your own endpoints</li> </ul> 3.&nbsp; <a rel="nofollow" href="https://apilogicserver.github.io/Docsic/" target="_blank">Business Logic</a> , for <span title="Often nearly half the app -- automation required"><span>backend processing</span> </span> <ul> <li>Spreadsheet-like rules for multi-table derivations and constraints</li> <li>Extensible with Python events for email, messages, etc</li> <li>Explore &nbsp;how logic can meaningfully improve&nbsp; <a rel="nofollow" href="https://github.com/valhuber/LogicBank/wiki/by-code" title="Rules are 40X more concise than code, and address over 95% of database logic" target="_blank">conciseness</a> &nbsp;and quality</li> </ul> </Typography> </div> </div> ); }
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw_pa/home_nw_pa.js
home_nw_pa.js
# +++++++++++ GENERAL DEBUGGING TIPS +++++++++++ # getting imports and sys.path right can be fiddly! # We've tried to collect some general tips here: # https://help.pythonanywhere.com/pages/DebuggingImportError # +++++++++++ HELLO WORLD +++++++++++ # A little pure-wsgi hello world we've cooked up, just # to prove everything works. You should delete this # code to get your own working. HELLO_WORLD = """<html> <head> <title>PythonAnywhere hosted web application</title> </head> <body> <h1>Hello, World!</h1> <p> This is the default welcome page for a <a href="https://www.pythonanywhere.com/">PythonAnywhere</a> hosted web application. </p> <p> Find out more about how to configure your own web application by visiting the <a href="https://www.pythonanywhere.com/web_app_setup/">web app setup</a> page </p> </body> </html>""" """ def application(environ, start_response): if environ.get('PATH_INFO') == '/': status = '200 OK' content = HELLO_WORLD else: status = '404 NOT FOUND' content = 'Page not found.' response_headers = [('Content-Type', 'text/html'), ('Content-Length', str(len(content)))] start_response(status, response_headers) yield content.encode('utf8') """ # Below are templates for Django and Flask. You should update the file # appropriately for the web framework you're using, and then # click the 'Reload /yourdomain.com/' button on the 'Web' tab to make your site # live. # +++++++++++ VIRTUALENV +++++++++++ # If you want to use a virtualenv, set its path on the web app setup tab. # Then come back here and import your application object as per the # instructions below # +++++++++++ CUSTOM WSGI +++++++++++ # If you have a WSGI file that you want to serve using PythonAnywhere, perhaps # in your home directory under version control, then use something like this: # #import sys # #path = '/home/ApiLogicServer/path/to/my/app #if path not in sys.path: # sys.path.append(path) # #from my_wsgi_file import application # noqa # +++++++++++ DJANGO +++++++++++ # To use your own django app use code like this: #import os #import sys # ## assuming your django settings file is at '/home/ApiLogicServer/mysite/mysite/settings.py' ## and your manage.py is is at '/home/ApiLogicServer/mysite/manage.py' #path = '/home/ApiLogicServer/mysite' #if path not in sys.path: # sys.path.append(path) # #os.environ['DJANGO_SETTINGS_MODULE'] = 'mysite.settings' # ## then: #from django.core.wsgi import get_wsgi_application #application = get_wsgi_application() # +++++++++++ FLASK +++++++++++ # Flask works like any other WSGI-compatible framework, we just need # to import the application. Often Flask apps are called "app" so we # may need to rename it during the import: # # import sys # ## The "/home/ApiLogicServer" below specifies your home ## directory -- the rest should be the directory you uploaded your Flask ## code to underneath the home directory. So if you just ran ## "git clone [email protected]/myusername/myproject.git" ## ...or uploaded files to the directory "myproject", then you should ## specify "/home/ApiLogicServer/myproject" path = '/home/ApiLogicServer/dev/ApiLogicProject' # updated in creation process if path not in sys.path: sys.path.append(path) # from api_logic_server_run import flask_app as application # noqa # # NB -- many Flask guides suggest you use a file called run.py; that's # not necessary on PythonAnywhere. And you should make sure your code # does *not* invoke the flask development server with app.run(), as it # will prevent your wsgi file from working.
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw_pa/python_anywhere_wsgi.py
python_anywhere_wsgi.py
## About this Detailed Tutorial This Detailed Tutorial is designed for these scenarios: * You are using **codespaces** / VSCode, open to either the [tutorial project](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=593459232), or [app_fiddle](https://github.com/codespaces/new?hide_repo_select=true&ref=main&repo=594296622). * You are using a **local install** (pip install) version of API Logic Server, and have reviewed the [tutorial readme](https://github.com/ApiLogicServer/tutorial#readme). * You are using a **docker version** of API Logic Server, and have reviewed the [tutorial readme](https://github.com/ApiLogicServer/tutorial#readme). * Projects are pre-configured for VS Code with `.devcontainer` and `launch configurations,` so these instructions are oriented around VS Code. * You are reviewing the docs, and want to get a sense of the software In this tutorial, we will explore: * **create** - we will briefly review what actually happens during the create process. * **run** - we will first run the Admin App and the JSON:API. These will illustrate how automation creates an app and API from a data model. You can then infer what you'd get for one of your databases. * **customize** - we will then explore some customizations already done for the API and logic, and how to debug them. &nbsp;&nbsp; --- ## Key Underlying Concepts This tutorial illustrates some key concepts: ### _Declarative Models_, not code Observe that the files for the Admin App and API are models that describe _what, not how_. This makes it much easier to understand than large amounts of generated code. ### Preserve Customizations The system is designed to enable `rebuild`, so you can iterate the data model - _without losing your customizations._ In general, such customizations are kept in separate files from the model files. So, the model files can be rebuilt without affecting customization files. ### Logic Automation A unique feature of API Logic Server is provision for spreadsheet-like rules, customizable with Python. Rules address update logic (multi-table derivations and constraints), and security (authorization). &nbsp;&nbsp; --- ## Create [![Using VS Code](https://github.com/valhuber/apilogicserver/wiki/images//creates-and-runs-video.jpg?raw=true?raw=true)](https://youtu.be/tOojjEAct4M "Using VS Code with the ApiLogicServer container - click for video") The diagram above summarizes the create / run / customize process. When you issue the `ApiLogicServer create` CLI command, the system reads your schema and creates a customizable API Logic Project. > It's a video - click to view. &nbsp; ## Create and establish Python Environment After creation, you must establish your Python environment: * This is already complete for Codespace users * Other users - please see [Quick Start > Express Install](https://valhuber.github.io/ApiLogicServer/IDE-Execute/). Note there are different instructions, depending on how your install / IDE. &nbsp;&nbsp; ## Start the Server and Admin App > Stop any running servers that might still be running from the readme - &nbsp;&nbsp;(square red button at top in "Show me how", below). Now (see *Show me how*, below, for details): 1. Start the server with **Run and Debug >> *2. API Logic Project: Instant, Open***, and then 2. Start the Browser at localhost:5656 by **clicking the url shown in the console log.** <details markdown> <summary> Show me how </summary> &nbsp; To run the ApiLogicProject app: 1. Start the Server: 1. Click **Run and Debug** 2. Use the dropdown to select **3. API Logic Project: Logic**, and 3. Click the green button to start the server <br><br> 2. Start the Browser at localhost:5656 by **clicking the url shown in the console log.** <figure><img src="https://github.com/ApiLogicServer/Docs/blob/main/docs/images/tutorial/2-apilogicproject-tutorial.png?raw=true"></figure> </details> &nbsp; --- ## Run With the server started and the Admin App open in your Browser, we are ready to explore the Admin App and the API. &nbsp; ### Admin App: Multi-Page, Multi-Table, Automatic Joins After starting the server and browser, explore the Admin App in your browser: 1. Navigate to `Customer` * Depending on your screen size, you may need to hit the "hamburger menu" (top left) to see the left menu<br/><br/> 2. Click the first Customer row to see Customer Details 3. Observe the `Placed Order List` tab at the bottom 4. Click the first Order row 5. Observe the `Order Detail List` tab at the bottom 6. Observe the elements shown in the diagram * Multi-Page - 2 pages for each table (list, with search, and display) * Multi-Table - database relationships (typically from foreign keys) used to build master/detail pages * Automatic Joins - the Order Detail table contains `ProductId`, but the system has joined in the `Product Name`. You can edit the `admin.yaml` file to control such behavior. 7. __Leave the server and browser running__ <figure><img src="https://github.com/valhuber/apilogicserver/wiki/images/ui-admin/run-admin-app.png?raw=true"></figure> &nbsp;&nbsp; > **Key Take-away:** instant multi-page / multi-table admin apps, suitable for **back office, and instant agile collaboration.** &nbsp; ### JSON:API - Related Data, Filtering, Sorting, Pagination, Swagger Your API is instantly ready to support ui and integration development, available in swagger, as shown below. JSON:APIs are interesting because they are client configurable to **reduce network traffic** and **minimize organizational dependencies.** The creation process builds not only the API, but also swagger so you can explore it. The Admin App Home page provides a link to the swagger. In the browser: 1. Click __Home__ to open the Home Page 2. Click "2. API with __oas/Swagger__" to see the swagger 3. (Leave the swagger and server running) <figure><img src="https://github.com/valhuber/apilogicserver/wiki/images/ui-admin/swagger.png?raw=true"></figure> &nbsp;&nbsp;&nbsp; > **Key Take-away:** instant *rich* APIs, with filtering, sorting, pagination and swagger. **Custom App Dev is unblocked.** &nbsp;&nbsp; --- ## Customize and Debug That's quite a good start on a project. But we've all seen generators that get close, but fail because the results cannot be extended, debugged, or managed with tools such as git and diff. Let's examine how API Logic Server projects can be customized for both APIs and logic. We'll first have a quick look at the created project structure, then some typical customizations. To run the customized app: 1. Stop the server 2. Restart the server with **Run and Debug >> *3. API Logic Project: Logic***, and then 3. Start the Browser at localhost:5656 by **clicking the url shown in the console log.** 4. Re-access the swagger, and authorize (see below): * Click "2. API with __oas/Swagger__" to see the swagger (as you did above) * Get an **access_token** and **authorize** (see Show me how, below) <details markdown> <summary> Show me how </summary> &nbsp; **Get `access_token`:** * Click the `auth/Post` endpoint (at the end of the swagger) * Click **Try it out** * Click **Execute** (you'll need to scroll down a bit) * Copy the `access_token` to your clipboard <figure><img src="https://github.com/ApiLogicServer/Docs/blob/main/docs/images/security/token-get.png?raw=true"></figure> &nbsp; **Authenticate with your `access_token`** * Scroll up to the top of the swagger, and click **Authorize** * Enter **Bearer**, add a space, **paste** your `access_token`, click **Authorize**, and **Close** the dialog <figure><img src="https://github.com/ApiLogicServer/Docs/blob/main/docs/images/security/token-auth.png?raw=true"></figure> </details> &nbsp; ### Project Structure Use VS Code's **Project Explorer** to see the project structure under *3. ApiLogicProject_Logic*: | Directory | Usage | Key Customization File | Typical Customization | |:-------------- |:------------------------------|:-----------------------------------|:--------------------------------------------------------------------------------------| | ```api``` | JSON:API | ```api/customize_api.py``` | Add new end points / services | | ```database``` | SQLAlchemy Data Model Classes | ```database/customize_models.py``` | Add derived attributes, and relationships missing in the schema | | ```logic``` | Transactional Logic | ```logic/declare_logic.py``` | Declare multi-table derivations, constraints, and events such as send mail / messages | | ```security``` | Admin App | ```security/declare_security.py``` | Control role-based access to data rows | | ```ui``` | Admin App | ```ui/admin/admin.yaml``` | Control field display, ordering, etc. | <figure><img src="https://raw.githubusercontent.com/valhuber/ApiLogicServer/main/images/generated-project.png"></figure> Let's now explore some examples. ### Admin App Customization There is no code for the Admin app - it's behavior is declared in the `admin.yaml` model file. Alter this file to control labels, hide fields, change display order, etc: 1. In your IDE, open **Explorer > 3. ApiLogicProject_Logic/ui/admin/admin.yaml** * Find and alter the string `- label: 'Placed Order List'` (e.g, make it plural) * Click Save 3. Load the updated configuration: in the running Admin App, click __Configuration > Reset__ and __Apply__ 4. Revisit **Customer > Order** to observe the new label &nbsp;&nbsp;&nbsp; > **Key Take-away:** you can alter labels, which fields are displayed and their order, etc -- via a simple model. No need to learn a new framework, or deal with low-level code or html. &nbsp;&nbsp;&nbsp; ### API Customization While a standards-based API is a great start, sometimes you need custom endpoints tailored exactly to your business requirement. You can create these as shown below, where we create an additional endpoint for `add_order`. To review the implementation: 1. In your IDE, open **Explorer > 3. ApiLogicProject_Logic/api/customize_api.py**: 3. Set the breakpoint as shown in `add_order` 4. Use the swagger to access the `ServicesEndPoint > add_order`, and 1. **Try it out**, then 2. **execute** 5. Your breakpoint will be hit 1. You can examine the variables, step, etc. 6. Click **Continue** on the floating debug menu (upper right in screen shot below) <figure><img src="https://github.com/valhuber/apilogicserver/wiki/images/tutorial/customize-api.png?raw=true"></figure> &nbsp; ### Logic API and UI automation are impressive answers to _familiar_ challenges. Logic automation is a _unique_ answer to a significant and unaddressed problem: > For transaction systems, backend constraint and derivation logic is often nearly *half* the system. This is not addressed by conventional approaches of "your code goes here". The *logic* portion of API *Logic* server is a declarative approach - you declare spreadsheet-like rules for multi-table constraints and derivations. The 5 rules shown below represent the same logic as 200 lines of Python - a remarkable **40X.** > Since they automate all the re-use and dependency management, rules are [40X more concise](https://github.com/valhuber/LogicBank/wiki/by-code) than code. Like a spreadsheet, rules __watch__ for changes, __react__ by automatically executing relevant rules, which can __chain__ to activate other rules; you can [visualize the process here](https://valhuber.github.io/ApiLogicServer/Logic-Operation/#watch-react-chain). [Logic](https://valhuber.github.io/ApiLogicServer/Logic-Why/) consists of rules **and** conventional Python code. Explore it like this: 1. Open **Explorer > 3. ApiLogicProject_Logic/logic/declare_logic.py**: * Observe the 5 rules highlighted in the diagram below. These are built with code completion. 2. Set a breakpoint as shown in `congratulate_sales_rep` * This event illustrates that logic is mainly _rules,_ customizable with standard _Python code_ 3. Using swagger, re-execute the `add_order` endpoint 4. When you hit the breakpoint, expand `row` VARIABLES list (top left) <figure><img src="https://github.com/valhuber/apilogicserver/wiki/images/tutorial/debug-logic.png?raw=true"></figure> Internally, rules execute by listening to SQLAlchemy `before_flush` events, as [described here](https://valhuber.github.io/ApiLogicServer/Logic-Operation/#how-usage-and-operation-overview). > This rule architecture ensures that rules are always re-used across all client applications and integrations. This avoids common "fat client" approaches that embed logic in user interface controllers, which leads to replication and inconsistency. &nbsp; ### Security Logic The declarative approach addresses not only multi-table derivation and constraint logic, it addresses security. This controls who can login, and what data they see. The overview Tutorial noted how grants on the `Category` table controlled what rows users like _u1_ and _u2_ were able to see. The grant logic is in `security/declare_security.py`. For more on security, [see here](https://apilogicserver.github.io/Docs/Security-Overview/). &nbsp;&nbsp; --- ## Test You can test using standard api and ui test tools. We recommend exploring the [Behave framework](https://valhuber.github.io/ApiLogicServer/Behave/). This can be used as part of an overall agile approach as described in the [Logic Tutorial](https://valhuber.github.io/ApiLogicServer/Logic-Tutorial/). TL;DR - features and test scripts are predefined in the sample; to run them (with the server running): 1. Run Launch Configuration `Behave Run Behave` 2. Run Launch Configuration ``Behave Logic Report`` 3. Open `test/api_logic_server_behave/reports/Behave Logic Report.md` &nbsp;&nbsp; > The sample Scenarios below were chosen to illustrate the basic patterns of using rules. Open the disclosure box ("Tests - and their logic...") to see the implementation and notes. For more information, see [Testing with Behave](https://valhuber.github.io/ApiLogicServer/Behave/). &nbsp;&nbsp; --- ## Wrap up Let's recap what you've seen: * **ApiLogicProject Creation and Execution** - a database API and an Admin App - created automatically from a database, in moments instead of weeks or months * **Customizable** - the UI, API and Logic - using Visual Studio code, for both editing and debugging ### Next Steps After the Tutorial, these are excellent next steps: * Try other databases - here are [some installed samples](https://valhuber.github.io/ApiLogicServer/Data-Model-Examples/), and try your own * Explore the [Logic Tutorial](https://valhuber.github.io/ApiLogicServer/Logic-Tutorial/). ### Docker cleanup VS Code leaves the container and image definitions intact, so you can quickly resume your session. You may wish to delete this. It will look something like `vsc-ApiLogicProject...`. &nbsp;&nbsp;&nbsp;
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/Tutorial.md
Tutorial.md
import datetime from decimal import Decimal from logic_bank.exec_row_logic.logic_row import LogicRow from logic_bank.extensions.rule_extensions import RuleExtension from logic_bank.logic_bank import Rule from database import models import api.system.opt_locking.opt_locking as opt_locking import logging preferred_approach = True """ Some examples below contrast a preferred approach with a more manual one """ app_logger = logging.getLogger(__name__) def declare_logic(): """ Declare logic (rules and code) for multi-table derivations and constraints on API updates """ """ HOW TO USE RULES ================ Declare, Activate and Run... *Declare* Logic here, using Python with code completion. This logic pre-created for default database, nw.sqlite. You would normally declare your *own* rules. For details on these rules, see https://apilogicserver.github.io/Docs/Logic/ https://apilogicserver.github.io/Docs/Logic-Tutorial/ *Activation* occurs in api_logic_server_run.py: LogicBank.activate(session=session, activator=declare_logic, constraint_event=constraint_handler) Logic *runs* automatically, in response to transaction commits (typically via the API), for multi-table derivations and constraints, and events such as sending messages or mail it consists of spreadsheet-like Rules and Python code """ """ HOW RULES OPERATE ================= Rules operate much like a spreadsheet: Watch, for changes in referenced values React, by recomputing value Chain, to any referencing rules, including other tables (multi-table logic) SQL is automated, and optimized (e.g., adjust vs. select sum) Unlike procedural code, rules are declarative: automatically re-used (improves quality) automatically ordered per their dependencies (simplifies maintenance) automatically optimized (pruned, with sql optimizations such as adjust logic) These 5 rules apply to all transactions (automatic re-use), eg. * place order * change Order Detail product, quantity * add/delete Order Detail * ship / unship order * delete order * move order to new customer, etc This reuse is how 5 rules replace 200 lines of legacy code: https://github.com/valhuber/LogicBank/wiki/by-code """ """ FEATURE: Place Order ==================== You can use a BDD approach to doc/run test suites See test/api_logic_server/behave/features/place_order.feature See https://apilogicserver.github.io/Docs/Behave/ SCENARIO: Bad Order Custom Service When Order Placed with excessive quantity Then Rejected per CHECK CREDIT LIMIT LOGIC DESIGN: ("Cocktail Napkin Design") ======================================== Customer.Balance <= CreditLimit Customer.Balance = Sum(Order.AmountTotal where unshipped) Order.AmountTotal = Sum(OrderDetail.Amount) OrderDetail.Amount = Quantity * UnitPrice OrderDetail.UnitPrice = copy from Product """ if preferred_approach: Rule.constraint(validate=models.Customer, # logic design translates directly into rules as_condition=lambda row: row.Balance <= row.CreditLimit, error_msg="balance ({round(row.Balance, 2)}) exceeds credit ({round(row.CreditLimit, 2)})") Rule.sum(derive=models.Customer.Balance, # adjust iff AmountTotal or ShippedDate or CustomerID changes as_sum_of=models.Order.AmountTotal, where=lambda row: row.ShippedDate is None) # adjusts - *not* a sql select sum... Rule.sum(derive=models.Order.AmountTotal, # adjust iff Amount or OrderID changes as_sum_of=models.OrderDetail.Amount) Rule.formula(derive=models.OrderDetail.Amount, # compute price * qty as_expression=lambda row: row.UnitPrice * row.Quantity) Rule.copy(derive=models.OrderDetail.UnitPrice, # get Product Price (e,g., on insert, or ProductId change) from_parent=models.Product.UnitPrice) else: pass # 5 rules above, or these 200 lines of code: https://github.com/valhuber/LogicBank/wiki/by-code """ Demonstrate that logic == Rules + Python (for extensibility) """ def congratulate_sales_rep(row: models.Order, old_row: models.Order, logic_row: LogicRow): """ use events for sending email, messages, etc. """ if logic_row.ins_upd_dlt == "ins": # logic engine fills parents for insert sales_rep = row.Employee # parent accessor if sales_rep is None: # breakpoint here logic_row.log("no salesrep for this order") elif sales_rep.Manager is None: logic_row.log("no manager for this order's salesrep") else: logic_row.log(f'Hi, {sales_rep.Manager.FirstName} - ' f'Congratulate {sales_rep.FirstName} on their new order') category_1 = logic_row.session.query(models.Category).filter(models.Category.Id == 1).one() logic_row.log("Illustrate database access") # not granted for user: u2 # Note: *Client* access is subject to authorization # *Logic* is system code, not subject to authorization Rule.commit_row_event(on_class=models.Order, calling=congratulate_sales_rep) """ Simplify data entry with defaults """ def customer_defaults(row: models.Customer, old_row: models.Order, logic_row: LogicRow): if row.Balance is None: row.Balance = 0 if row.CreditLimit is None: row.CreditLimit = 1000 def order_defaults(row: models.Order, old_row: models.Order, logic_row: LogicRow): if row.Freight is None: row.Freight = 10 def order_detail_defaults(row: models.OrderDetail, old_row: models.OrderDetail, logic_row: LogicRow): if row.Quantity is None: row.Quantity = 1 if row.Discount is None: row.Discount = 0 Rule.early_row_event(on_class=models.Customer, calling=customer_defaults) Rule.early_row_event(on_class=models.Order, calling=order_defaults) Rule.early_row_event(on_class=models.OrderDetail, calling=order_detail_defaults) """ Simple constraints for error testing """ Rule.constraint(validate=models.Customer, as_condition=lambda row: row.CompanyName != 'x', error_msg="CustomerName cannot be 'x'") Rule.constraint(validate=models.Employee, as_condition=lambda row: row.LastName != 'x', error_msg="LastName cannot be 'x'") def valid_category_description(row: models.Category, old_row: models.Category, logic_row: LogicRow): if logic_row.ins_upd_dlt == "upd": return row.Description != 'x' else: return True Rule.constraint(validate=models.Category, calling=valid_category_description, error_msg="{row.Description} cannot be 'x'") """ More complex rules follow - see: https://github.com/valhuber/LogicBank/wiki/Examples https://github.com/valhuber/LogicBank/wiki/Rule-Extensibility """ def units_in_stock(row: models.Product, old_row: models.Product, logic_row: LogicRow): result = row.UnitsInStock - (row.UnitsShipped - old_row.UnitsShipped) return result # use lambdas for simple expressions, functions for complex logic (if/else etc) Rule.formula(derive=models.Product.UnitsInStock, calling=units_in_stock) # compute reorder required Rule.sum(derive=models.Product.UnitsShipped, as_sum_of=models.OrderDetail.Quantity, where=lambda row: row.ShippedDate is None) Rule.formula(derive=models.OrderDetail.ShippedDate, # unlike copy, referenced parent values cascade to children as_exp="row.Order.ShippedDate") Rule.count(derive=models.Customer.UnpaidOrderCount, as_count_of=models.Order, where=lambda row: row.ShippedDate is None) # *not* a sql select sum... Rule.count(derive=models.Customer.OrderCount, as_count_of=models.Order) Rule.count(derive=models.Order.OrderDetailCount, as_count_of=models.OrderDetail) """ STATE TRANSITION LOGIC, using old_row """ def raise_over_20_percent(row: models.Employee, old_row: models.Employee, logic_row: LogicRow): if logic_row.ins_upd_dlt == "upd" and row.Salary > old_row.Salary: return row.Salary >= Decimal('1.20') * old_row.Salary else: return True Rule.constraint(validate=models.Employee, calling=raise_over_20_percent, error_msg="{row.LastName} needs a more meaningful raise") """ EXTEND RULE TYPES Events, plus *generic* event handlers """ if preferred_approach: # AUDITING can be as simple as 1 rule RuleExtension.copy_row(copy_from=models.Employee, copy_to=models.EmployeeAudit, copy_when=lambda logic_row: logic_row.ins_upd_dlt == "upd" and logic_row.are_attributes_changed([models.Employee.Salary, models.Employee.Title])) else: def audit_by_event(row: models.Employee, old_row: models.Employee, logic_row: LogicRow): tedious = False # tedious code to repeat for every audited class if tedious: # see instead the following RuleExtension.copy_row below (you can create similar rule extensions) if logic_row.ins_upd_dlt == "upd" and logic_row.are_attributes_changed([models.Employee.Salary, models.Employee.Title]): copy_to_logic_row = logic_row.new_logic_row(models.EmployeeAudit) copy_to_logic_row.link(to_parent=logic_row) copy_to_logic_row.set_same_named_attributes(logic_row) copy_to_logic_row.insert(reason="Manual Copy " + copy_to_logic_row.name) # triggers rules... Rule.commit_row_event(on_class=models.Employee, calling=audit_by_event) def clone_order(row: models.Order, old_row: models.Order, logic_row: LogicRow): if row.CloneFromOrder is not None and logic_row.nest_level == 0: which = ["OrderDetailList"] logic_row.copy_children(copy_from=row.Order, which_children=which) Rule.row_event(on_class=models.Order, calling=clone_order) def handle_all(logic_row: LogicRow): # OPTIMISTIC LOCKING, [TIME / DATE STAMPING] """ This is generic - executed for all classes. Invokes optimistic locking. You can optionally do time and date stamping here, as shown below. Args: logic_row (LogicRow): from LogicBank - old/new row, state """ if logic_row.is_updated() and logic_row.old_row is not None and logic_row.nest_level == 0: opt_locking.opt_lock_patch(logic_row=logic_row) enable_creation_stamping = True # CreatedOn time stamping if enable_creation_stamping: row = logic_row.row if logic_row.ins_upd_dlt == "ins" and hasattr(row, "CreatedOn"): row.CreatedOn = datetime.datetime.now() logic_row.log("early_row_event_all_classes - handle_all sets 'Created_on"'') Rule.early_row_event_all_classes(early_row_event_all_classes=handle_all) app_logger.debug("..logic/declare_logic.py (logic == rules + code)")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/logic/declare_logic.py
declare_logic.py
const sla_doc = '<div class="MuiTypography-root jss4" style="color: rgba(0, 0, 0, 0.66)">' + '<div style="text-align:center">' + '<h2>Welcome to API Logic Server - Sample</h2>' + '</div><br>' + '<h3><a class="custom" style="color: #3f51b5;" rel="nofollow" href="https://apilogicserver.github.io/Docs/" target="_blank">API Logic Server</a> ' + 'creates <i>customizable</i> model-driven systems, instantly from your ' + '<a class="custom" style="color: #3f51b5;" rel="nofollow" href="https://apilogicserver.github.io/Docs/Sample-Database/" target="_blank">database:</a>' + '</h3>' + '<h4>1. Automatic Admin App</h4>' + '<ul>' + ' <li>For instant collaboration and Back Office data maintenance</li>' + ' <li>Rich functionality: multi-page, multi-table, automatic joins, declarative hide/show</li>' + ' <li><a class="custom" style="color: #3f51b5;" rel="nofollow" href="https://apilogicserver.github.io/Docs/Admin-Tour/" target="_blank">Explore</a> this Admin App, ' + ' and how to <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docsin-Customization/" target="_blank">customize it</a></li>' + '</ul>' + '<h4>2. API, with <a class="custom" style="color: #3f51b5;" rel="nofollow" href="/api" target="_blank">oas/Swagger</a></h4>' + '<ul>' + ' <li>For custom app dev, integration</li>' + ' <li>Rich functionality: endpoint for each table, with filtering, pagination, related data</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/API-Customize/" target="_blank">Customizable</a>: add your own endpoints</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="http://localhost:5656/stop" target="_blank">Stop</a> the server</li>' + '</ul>' + '<h4>3. Business Logic, for <span class="JoinedField" title="Often nearly half the app -- automation required"><span>backend processing</span> </span></h4>' + '<ul>' + ' <li>Spreadsheet-like rules for multi-table derivations and constraints</li>' + ' <li>Extensible with Python events for email, messages, etc</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Logic/" target="_blank">Explore</a> ' + ' how logic can meaningfully improve ' + ' <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Logic-Why/#rules-executable-design" title="Rules are 40X more concise than code, and address over 95% of database logic" target="_blank">conciseness</a> ' + ' and quality</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Logic-Tutorial/" target="_blank">Test</a> ' + ' using Behave, a TDD (Test Driven Design) framework </li>' + '</ul><br/><br/>' + '<h4>Explore this app</h4>' + ' <ul><li>Start with Customer (at left), and watch for the Info icons (upper right)</li></ul>' + '</div>' function getContent(){ let result = '<button class="MuiButtonBase-root MuiButton-root MuiButton-text makeStyles-widget-159 MuiButton-textPrimary" tabindex="0" type="button" ><span class="MuiButton-label">Loaded External Component. </span></button>'; result = "" result += sla_doc; return result; }
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/ui/admin/home.js
home.js
import sqlalchemy from sqlalchemy import create_engine, inspect, MetaData from sqlalchemy.orm import Session import models # ******************************************* # Use this to inspect SQLAlchemy2 connection # ******************************************* def print_meta(meta): print("\n\nmeta.sorted_tables (meta = models.metadata.sorted_tables)\n") for each_table in meta.sorted_tables: print(f'\n{each_table.key}') for each_column in each_table.columns: print(f'\t{each_column.name}') db_url = "sqlite:////Users/val/dev/ApiLogicServer/ApiLogicServer-dev/servers/ApiLogicProject/database/db.sqlite" # db_url = "sqlite:////Users/val/dev/servers/ApiLogicProject/database/nw-gold.sqlite" e = sqlalchemy.create_engine(db_url) inspector = inspect(e) conn = e.connect() with Session(e) as session: print(f'session: {session}') # metadata = MetaData(bind=e) metadata = MetaData() # SQLAlchemy2 meta = models.metadata # tables should show list of db tables print_meta(meta) print("\n\n") """ Caution - use of debugger may result in "no app context" https://stackoverflow.com/questions/34122949/working-outside-of-application-context-flask """ order_id = 10643 order : models.Order = session.query(models.Order).filter(models.Order.Id == order_id).one() # hover to view code completion... print(f'Order: {order.Id}, AmountTotal: {order.AmountTotal}, ready: {order.Ready}, Required: {order.RequiredDate}, Customer: {order.CustomerId}, Balance: {order.Customer.Balance}\n\n') order.AmountTotal departments = session.query(models.Department).all() for each_dept in departments: print(f'\nDept: {each_dept}') for each_works_for_emp in each_dept.EmployeeList1: print(f'...each_works_for_emp: {each_works_for_emp}') print("") for each_on_loan_emp in each_dept.EmployeeList: print(f'...each_on_loan_emp: {each_on_loan_emp}') print("") for each_sub_dept in each_dept.DepartmentList: print(f'...each_sub_dept: {each_sub_dept}')
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/database/db_debug.py
db_debug.py
from database import models import logging from safrs import jsonapi_attr from sqlalchemy.orm import relationship, remote, foreign from functools import wraps # This convenience func preserves name and docstring import decimal as decimal """ If you wish to drive models from the database schema, you can use this file to customize your schema (add relationships, derived attributes), and preserve customizations over iterations (regenerations of models.py). """ app_logger = logging.getLogger(__name__) def add_method(cls): """ Decorator to add method to class, e.g., derived attribute ProperSalary. Thanks to: https://mgarod.medium.com/dynamically-add-a-method-to-a-class-in-python-c49204b85bd6 """ def decorator(func): @wraps(func) def wrapper(self, *args, **kwargs): return func(*args, **kwargs) setattr(cls, func.__name__, wrapper) # Note we are not binding func, but wrapper which accepts self but does exactly the same as func return func # returning func means func can still be used normally return decorator # add relationship: https://docs.sqlalchemy.org/en/13/orm/join_conditions.html#specifying-alternate-join-conditions models.Employee.Manager = relationship('Employee', cascade_backrefs=False, backref='Manages', primaryjoin=remote(models.Employee.Id) == foreign(models.Employee.ReportsTo)) """ added relationships appear in your api / swagger, automatically. They must be manually added to your ui/admin/admin.yaml, e.g. - direction: tomany fks: - ReportsTo name: Manages resource: Employee - direction: toone fks: - ReportsTo name: Manager resource: Employee """ # add derived attribute: https://github.com/thomaxxl/safrs/blob/master/examples/demo_pythonanywhere_com.py @add_method(models.Employee) @jsonapi_attr def __proper_salary__(self): # type: ignore [no-redef] import database.models as models if isinstance(self, models.Employee): import decimal rtn_value = self.Salary rtn_value = decimal.Decimal('1.25') * rtn_value self._proper_salary = int(rtn_value) return self._proper_salary else: # print("class") return None @add_method(models.Employee) @__proper_salary__.setter def _proper_salary(self, value): # type: ignore [no-redef] self._proper_salary = value print(f'_proper_salary={self._proper_salary}') pass models.Employee.ProperSalary = __proper_salary__ app_logger.info("..database/customize_models.py: models.Employee.Manager(manages), Employee.ProperSalary")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/database/customize_models.py
customize_models.py
from functools import wraps import logging from flask_jwt_extended import get_jwt, jwt_required, verify_jwt_in_request from config import Config from security.system.authorization import Security import util from typing import List import safrs import sqlalchemy from flask import request, jsonify from safrs import jsonapi_rpc, SAFRSAPI from sqlalchemy.ext.hybrid import hybrid_property from sqlalchemy.orm import object_mapper from database import models from logic_bank.rule_bank.rule_bank import RuleBank # Customize this file to add endpoints/services, using SQLAlchemy as required # Separate from expose_api_models.py, to simplify merge if project rebuilt # Called by api_logic_server_run.py app_logger = logging.getLogger("api_logic_server_app") # only for create-and-run, no? def expose_services(app, api, project_dir, swagger_host: str, PORT: str): """ Illustrates Customized APIs, Data Access. * Observe that APIs not limited to database objects, but are extensible. * See: https://apilogicserver.github.io/Docs/API-Customize/ * See: https://github.com/thomaxxl/safrs/wiki/Customization Examples * order_nested_objects() - * Uses util.format_nested_objects() (-> jsonify(row).json) * CategoriesEndPoint get_cats() - swagger, row security * Uses util.rows_to_dict (-> row.to_dict()) * filters_cats() - model query with filters * Uses manual result creation (not util) * raw_sql_cats() - raw sql (non-modeled objects) * Uses util.rows_to_dict (-> iterate attributes) """ app_logger.info("..api/expose_service.py, exposing custom services: hello_world, add_order") api.expose_object(ServicesEndPoint) # Swagger-visible services api.expose_object(CategoriesEndPoint) @app.route('/hello_world') def hello_world(): """ Illustrates: * Use standard Flask, here for non-database endpoints. Test it with: http://localhost:5656/hello_world?user=ApiLogicServer """ user = request.args.get('user') # app_logger.info(f'hello_world returning: hello, {user}') app_logger.info(f'{user}') return jsonify({"result": f'hello, {user}'}) @app.route('/stop') def stop(): """ Use this to stop the server from the Browser. * See: https://stackoverflow.com/questions/15562446/how-to-stop-flask-application-without-using-ctrl-c * See: https://github.com/thomaxxl/safrs/wiki/Customization Usage: http://localhost:5656/stop?msg=API stop - Stop API Logic Server """ import os, signal msg = request.args.get('msg') app_logger.info(f'\nStopped server: {msg}\n') os.kill(os.getpid(), signal.SIGINT) return jsonify({ "success": True, "message": "Server is shutting down..." }) def bypass_security(): """ Support option to bypass security (see cats, below). """ def wrapper(fn): @wraps(fn) def decorator(*args, **kwargs): if Config.SECURITY_ENABLED == False: return fn(*args, **kwargs) verify_jwt_in_request(True) # must be issued if security enabled return fn(*args, **kwargs) return decorator return wrapper @app.route('/filters_cats') @bypass_security() def filters_cats(): """ Illustrates: * Explore SQLAlchemy and/or filters. Test (returns rows 2-5) (no auth): curl -X GET "http://localhost:5656/filters_cats" [no-filter | simple-filter]" """ from sqlalchemy import and_, or_ filter_type = request.args.get('filter') if filter_type is None: filter_type = "multiple filters" db = safrs.DB # Use the safrs.DB, not db! session = db.session # sqlalchemy.orm.scoping.scoped_session Security.set_user_sa() # an endpoint that requires no auth header (see also @bypass_security) if filter_type.startswith("n"): results = session.query(models.Category) # .filter(models.Category.Id > 1) elif filter_type.startswith("s"): # normally coded like this results = session.query(models.Category) \ .filter(models.Category.Id > 1) \ .filter(or_((models.Category.Client_id == 2), (models.Category.Id == 5))) else: # simulate grant logic (multiple filters) client_grant = models.Category.Client_id == 2 id_grant = models.Category.Id == 5 grant_filter = or_( client_grant, id_grant) results = session.query(models.Category) \ .filter(models.Category.Id > 1) \ .filter(grant_filter) return_result = [] for each_result in results: row = { 'id': each_result.Id, 'name': each_result.CategoryName} return_result.append(row) return jsonify({ "success": True, "result": return_result}) @app.route('/raw_sql_cats') @bypass_security() def raw_sql_cats(): """ Illustrates: * "Raw" SQLAlchemy table queries (non-mapped objects) * Observe phyical column name: CategoryName_ColumnName * Contrast to models.py, get_cats() Test (auth optional): curl -X GET "http://localhost:5656/raw_sql_cats" """ DB = safrs.DB sql_query = DB.text("SELECT * FROM CategoryTableNameTest") with DB.engine.begin() as connection: query_result = connection.execute(sql_query).all() rows_to_dict_rows = util.rows_to_dict(query_result) response = {"result": rows_to_dict_rows} return response @app.route('/order_nested_objects') def order_nested_objects(): """ Illustrates: * Returning a nested result set response * Using SQLAlchemy to obtain data, and related data * Restructuring row results to desired json (e.g., for tool such as Sencha) Test (auth optional): http://localhost:5656/order_nested_objects?Id=10643 curl -X GET "http://localhost:5656/order_nested_objects?Id=10643" """ order_id = request.args.get('Id') db = safrs.DB # Use the safrs.DB, not db! session = db.session # sqlalchemy.orm.scoping.scoped_session order = session.query(models.Order).filter(models.Order.Id == order_id).one() result_std_dict = util.format_nested_object(order , replace_attribute_tag='data' , remove_links_relationships=True) result_std_dict['data']['Customer_Name'] = order.Customer.CompanyName # eager fetch result_std_dict['data']['OrderDetailListAsDicts'] = [] for each_order_detail in order.OrderDetailList: # lazy fetch each_order_detail_dict = util.format_nested_object(row=each_order_detail , replace_attribute_tag='data' , remove_links_relationships=True) each_order_detail_dict['data']['ProductName'] = each_order_detail.Product.ProductName result_std_dict['data']['OrderDetailListAsDicts'].append(each_order_detail_dict) return result_std_dict @app.route('/server_log') def server_log(): """ Used by test/*.py - enables client app to log msg into server """ return util.server_log(request, jsonify) @app.route('/metadata') def metadata(): """ Swagger provides typical API discovery. This is for tool providers requiring programmatic access to api definition, e.g., to drive artifact code generation. Returns json for list of 1 / all resources, with optional attribute name/type, eg curl -X GET "http://localhost:5656/metadata?resource=Category&include=attributes" curl -X GET "http://localhost:5656/metadata?include=attributes" """ import inspect import sys from sqlalchemy.ext.declarative import declarative_base resource_name = request.args.get('resource') include_attributes = False include = request.args.get('include') if include: include_attributes = "attributes" in include resource_list = [] # array of attributes[], name (so, the name is last...) resource_objs = {} # objects, named = resource_name models_name = "database.models" cls_members = inspect.getmembers(sys.modules["database.models"], inspect.isclass) for each_cls_member in cls_members: each_class_def_str = str(each_cls_member) if (f"'{models_name}." in str(each_class_def_str) and "Ab" not in str(each_class_def_str)): each_resource_name = each_cls_member[0] each_resource_class = each_cls_member[1] each_resource_mapper = each_resource_class.__mapper__ if resource_name is None or resource_name == each_resource_name: resource_object = {"name": each_resource_name} resource_list.append(resource_object) resource_objs[each_resource_name] = {} if include_attributes: attr_list = [] for each_attr in each_resource_mapper.attrs: if not each_attr._is_relationship: try: attribute_object = {"name": each_attr.key, "type": str(each_attr.expression.type)} except: attribute_object = {"name": each_attr.key, "type": "unkown"} attr_list.append(attribute_object) resource_object["attributes"] = attr_list resource_objs[each_resource_name] = {"attributes": attr_list} # pick the format you like return_result = {"resources": resource_list} return_result = {"resources": resource_objs} return jsonify(return_result) class ServicesEndPoint(safrs.JABase): """ Illustrates * Custom service - visible in swagger * Quite small, since leverages logic/declare_logic rules """ @classmethod @jsonapi_rpc(http_methods=["POST"]) def add_order(self, *args, **kwargs): # yaml comment => swagger description """ # yaml creates Swagger description args : CustomerId: ALFKI EmployeeId: 1 Freight: 10 OrderDetailList : - ProductId: 1 Quantity: 1 Discount: 0 - ProductId: 2 Quantity: 2 Discount: 0 """ # test using swagger -> try it out (includes sample data, above) db = safrs.DB # Use the safrs.DB, not db! session = db.session # sqlalchemy.orm.scoping.scoped_session new_order = models.Order() session.add(new_order) util.json_to_entities(kwargs, new_order) # generic function - any db object return {"Thankyou For Your Order"} # automatic commit, which executes transaction logic class CategoriesEndPoint(safrs.JABase): """ Illustrates * Swagger-visible RPC that requires authentication (@jwt_required()). * Row Security Test in swagger (auth required) * Post to endpoint auth to obtain <access_token> value - copy to clipboard * Row Security - Users determines results * u1 - 1 row, u2 - 4 rows, admin - 9 rows * Authorize (top of swagger), using Bearer <access_token> * Post to CategoriesEndPoint/get_cats, observe results depend on login """ @staticmethod @jwt_required() @jsonapi_rpc(http_methods=['POST'], valid_jsonapi=False) def get_cats(): db = safrs.DB session = db.session result = session.query(models.Category) for each_row in result: app_logger.debug(f'each_row: {each_row}') rows = util.rows_to_dict(result) response = {"result": rows} return response
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/api/customize_api.py
customize_api.py
from behave import * import requests, pdb import json import test_utils host = "localhost" port = "5656" @given('Category: 1') def step_impl(context): pass @when('Get Cat1') def step_impl(context): get_cat1 = "http://localhost:5656/api/Category/1/?fields%5BCategory%5D=Id%2CCategoryName%2CDescription%2CClient_id%2C_check_sum_%2CS_CheckSum" r = requests.get(url=get_cat1, headers= test_utils.login()) response_text = r.text cat1 = json.loads(response_text) # 'str' object has no attribute 'read' context.cat1 = cat1 # checksum: -4130312969102546939 pass @then('Expected Cat1 Checksum') def step_impl(context): cat1 = context.cat1 expected_checksum = "-4130312969102546939" checksum = cat1["data"]["attributes"]["S_CheckSum"] assert checksum == "-4130312969102546939", f'Unexpected Checksum[{checksum}, expected {expected_checksum}]' @when('Patch Valid Checksum') def step_impl(context): patch_uri = "http://localhost:5656/api/Category/1/" patch_args = \ { "data": { "attributes": { "Description": "x", "S_CheckSum": "-4130312969102546939" }, "type": "Category", "id": "1" } } r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) context.response = r @then('Valid Checksum, Invalid Description') def step_impl(context): response_text = context.response.text assert "x cannot be" in response_text,\ "Opt Locking Failed: Matching Checksum test" @when('Patch Missing Checksum') def step_impl(context): patch_uri = "http://localhost:5656/api/Category/1/" patch_args = \ { "data": { "attributes": { "Description": "x", "S_CheckSum": "-4130312969102546939" }, "type": "Category", "id": "1" } } r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) context.response = r @when('Patch Invalid Checksum') def step_impl(context): patch_uri = "http://localhost:5656/api/Category/1/" patch_args = \ { "data": { "attributes": { "Description": "x", "S_CheckSum": "Patch Invalid Checksum" }, "type": "Category", "id": "1" } } r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) context.response = r @then('Invalid Checksum') def step_impl(context): response_text = context.response.text assert "Sorry, row altered by another" in response_text,\ "Patch Invalid Checksum"
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/test/api_logic_server_behave/features/steps/opt_locking.py
opt_locking.py
from behave import * import requests, pdb import test_utils import sys import json from dotmap import DotMap logic_logs_dir = "logs/scenario_logic_logs" """ These tests can be re-run -- they restore the data to original state. Good illustrations of API calls from Python. Rows used for testing: * customer: ALFKI, with a balance of 2102 * order: 10643, with an amount 1086 * orderdetail: 1040 * employee: Buchanan (5), with a salary of 95k """ def get_ALFLI(): get_uri = 'http://localhost:5656/api/Customer/ALFKI/?include=OrderList&fields%5BCustomer%5D=Id%2CCompanyName%2CBalance%2CCreditLimit%2COrderCount%2CUnpaidOrderCount' header = test_utils.login() r = requests.get(url=get_uri, headers= header) response_text = r.text status_code = r.status_code if status_code > 300: raise Exception(f'get_ALFKI failed with {r.text}') save_for_session = True if save_for_session: s = requests.Session() s.headers.update(header) result_data = json.loads(response_text) result_map = DotMap(result_data) result_attrs = result_map.data.attributes return result_attrs def get_truncated_scenario_name(scenario_name: str) -> str: """ address max file length (chop at 26), illegal characters """ scenario_trunc = scenario_name if scenario_trunc is not None and len(scenario_trunc) >= 26: scenario_trunc = scenario_name[0:25] scenario_trunc = f'{str(scenario_trunc).replace(" ", "_")}' return scenario_trunc @given('Customer Account: ALFKI') def step_impl(context): alfki_before = get_ALFLI() context.alfki_before = alfki_before pass @when('Good Order Placed') def step_impl(context): """ We place an Order with an Order Detail. It's one transaction. Note how the `Order.OrderTotal` and `Customer.Balance` are *adjusted* as Order Details are processed. Similarly, the `Product.UnitsShipped` is adjusted, and used to recompute `UnitsInStock` <figure><img src="https://github.com/valhuber/ApiLogicServer/wiki/images/behave/declare-logic.png?raw=true"></figure> > **Key Takeaway:** sum/count aggregates (e.g., `Customer.Balance`) automate ***chain up*** multi-table transactions. **Events - Extensible Logic** Inspect the log for __Hi, Andrew - Congratulate Nancy on their new order__. The `congratulate_sales_rep` event illustrates logic [Extensibility](https://apilogicserver.github.io/Docs/Logic/#extensibility-python-events) - using Python to provide logic not covered by rules, like non-database operations such as sending email or messages. <figure><img src="https://github.com/valhuber/ApiLogicServer/wiki/images/behave/send-email.png?raw=true"></figure> There are actually multiple kinds of events: * *Before* row logic * *After* row logic * On *commit,* after all row logic has completed (as here), so that your code "sees" the full logic results Events are passed the `row` and `old_row`, as well as `logic_row` which enables you to test the actual operation, chaining nest level, etc. You can set breakpoints in events, and inspect these. """ scenario_name = 'Good Order Custom Service' add_order_uri = f'http://localhost:5656/api/ServicesEndPoint/add_order' add_order_args = { "meta": { "method": "add_order", "args": { "CustomerId": "ALFKI", "EmployeeId": 1, "Freight": 11, "OrderDetailList": [ { "ProductId": 1, "Quantity": 1, "Discount": 0 }, { "ProductId": 2, "Quantity": 2, "Discount": 0 } ] } } } test_utils.prt(f'\n\n\n{scenario_name} - verify adjustments...\n',\ scenario_name) r = requests.post(url=add_order_uri, json=add_order_args, headers=test_utils.login()) context.response_text = r.text @then('Logic adjusts Balance (demo: chain up)') def step_impl(context): before = context.alfki_before expected_adjustment = 56 # find this from inspecting data on test run after = get_ALFLI() context.alfki_after = after assert before.Balance + expected_adjustment == after.Balance, \ f'On add, before balance {before.Balance} + {expected_adjustment} != new Balance {after.Balance}' @then('Logic adjusts Products Reordered') def step_impl(context): assert True is not False @then('Logic sends email to salesrep') def step_impl(context): stub = True if stub: assert True == True else: scenario_name = context.scenario.name scenario_trunc = get_truncated_scenario_name(scenario_name) logic_file_name = f'{logic_logs_dir}/{scenario_trunc}.log' with open(logic_file_name) as logic: logic_lines = logic.readlines() found = False for each_logic_line in logic_lines: if 'Congratulate' in each_logic_line: found = True break assert found, "Logic Log does not contain 'Congratulate'" @then('Logic adjusts aggregates down on delete order') def step_impl(context): scenario_name = 'Good Order Custom Svc - cleanup' test_utils.prt(f'\n\n\n{scenario_name} - verify credit check response...\n', scenario_name) # find ALFKI order with freight of 11 and delete it (hmm... cannot get created id) order_uri = "http://localhost:5656/api/Order/?include=Customer&fields%5BOrder%5D=Id%2CCustomerId%2CEmployeeId%2COrderDate%2CRequiredDate%2CShippedDate%2CShipVia%2CFreight%2CShipName%2CShipAddress%2CShipCity%2CShipRegion%2CShipPostalCode%2CShipCountry%2CAmountTotal%2CCountry%2CCity%2CReady%2COrderDetailCount&page%5Boffset%5D=0&page%5Blimit%5D=10&sort=Id%2CCustomerId%2CEmployeeId%2COrderDate%2CRequiredDate%2CShippedDate%2CShipVia%2CFreight%2CShipName%2CShipAddress%2CShipCity%2CShipRegion%2CShipPostalCode%2CShipCountry%2CAmountTotal%2CCountry%2CCity%2CReady%2COrderDetailCount%2Cid&filter%5BCustomerId%5D=ALFKI&filter%5BFreight%5D=11" r = requests.get(url=order_uri, headers= test_utils.login()) response_text = r.text result_data = json.loads(response_text) result_map = DotMap(result_data) orders = result_map.data for each_order in orders: order_id = each_order.id delete_uri = "http://localhost:5656/api/Order/" + str(order_id) + "/" # TODO - fails in SQLAlchemy 2 - stacktrace after commit on flush # sqlalchemy.exc.IntegrityError: (sqlite3.IntegrityError) NOT NULL constraint failed: OrderDetail.OrderId r = requests.delete(delete_uri, headers= test_utils.login()) before = context.alfki_before expected_adjustment = 0 after = get_ALFLI() context.alfki_after = after assert before.Balance + expected_adjustment == after.Balance, \ f'On delete, Before balance {before.Balance} + {expected_adjustment} != new Balance {after.Balance}' assert True is not False @when('Order Placed with excessive quantity') def step_impl(context): """ Familiar logic patterns: * Constrain a derived result * Chain up, to adjust parent sum/count aggregates Logic Design ("Cocktail Napkin Design") * Customer.Balance <= CreditLimit * Customer.Balance = Sum(Order.AmountTotal where unshipped) * Order.AmountTotal = Sum(OrderDetail.Amount) * OrderDetail.Amount = Quantity * UnitPrice * OrderDetail.UnitPrice = copy from Product """ scenario_name = 'Bad Order Custom Service' add_order_uri = f'http://localhost:5656/api/ServicesEndPoint/add_order' add_order_args = { "meta": { "method": "add_order", "args": { "CustomerId": "ALFKI", "EmployeeId": 1, "Freight": 10, "OrderDetailList": [ { "ProductId": 1, "Quantity": 1111, "Discount": 0 }, { "ProductId": 2, "Quantity": 2, "Discount": 0 } ] } } } test_utils.prt(f'\n\n\n{scenario_name} - verify credit check response...\n', scenario_name) r = requests.post(url=add_order_uri, json=add_order_args) context.response_text = r.text @then('Rejected per Check Credit') def step_impl(context): response_text = context.response_text print( "one last thing", "by the way", "\n") assert "exceeds credit" in response_text, f'Error - "exceeds credit not in {response_text}' # behave.log_capture.capture("THIS IS behave.log_capture.capture") def after_step(context, step): print("\nflush1 \n\n") # ensure print statements work print("\nflush2 \n\n") @when('Order Detail Quantity altered very high') def step_impl(context): """ Same constraint as above. > **Key Takeaway:** Automatic Reuse (_design one, solve many_) """ scenario_name = 'Alter Item Qty to exceed credit' test_utils.prt(f'\n\n\n{scenario_name} - verify credit check response...\n', scenario_name) patch_cust_uri = f'http://localhost:5656/api/OrderDetail/1040/' patch_args = \ { "data": { "attributes": { "Id": 1040, "Quantity": 1110 }, "type": "OrderDetail", "id": "1040" } } r = requests.patch(url=patch_cust_uri, json=patch_args, headers=test_utils.login()) response_text = r.text context.response_text = r.text @when('Order RequiredDate altered (2013-10-13)') def step_impl(context): """ We set `Order.RequiredDate`. This is a normal update. Nothing depends on the columns altered, so this has no effect on the related Customer, Order Details or Products. Contrast this to the *Cascade Update Test* and the *Custom Service* test, where logic chaining affects related rows. Only the commit event fires. > **Key Takeaway:** rule pruning automatically avoids unnecessary SQL overhead. """ scenario_name = 'Alter Required Date - adjust logic pruned' test_utils.prt(f'\n\n\n{scenario_name}... observe rules pruned for Order.RequiredDate (2013-10-13) \n\n', scenario_name) patch_uri = f'http://localhost:5656/api/Order/10643/' patch_args = \ { "data": { "attributes": { "RequiredDate": "2013-10-13", "Id": 10643}, "type": "Order", "id": 10643 }} r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) response_text = r.text context.response_text = r.text @then('Balance not adjusted') def step_impl(context): before = context.alfki_before expected_adjustment = 0 after = get_ALFLI() context.alfki_after = after assert before.Balance + expected_adjustment == after.Balance, \ f'Before balance {before.Balance} + {expected_adjustment} != new Balance {after.Balance}' @when('Order ShippedDate altered (2013-10-13)') def step_impl(context): """ We set `Order.ShippedDate`. This cascades to the Order Details, per the `derive=models.OrderDetail.ShippedDate` rule. This chains to adjust the `Product.UnitsShipped` and recomputes `UnitsInStock`, as above <figure><img src="https://github.com/valhuber/ApiLogicServer/wiki/images/behave/order-shipped-date.png?raw=true"></figure> > **Key Takeaway:** parent references (e.g., `OrderDetail.ShippedDate`) automate ***chain-down*** multi-table transactions. > **Key Takeaway:** Automatic Reuse (_design one, solve many_) """ scenario_name = 'Set Shipped - adjust logic reuse' test_utils.prt(f'\n\n\n{scenario_name}... observe rules pruned for Order.RequiredDate (2013-10-13) \n\n', scenario_name) patch_uri = f'http://localhost:5656/api/Order/10643/' patch_args = \ { "data": { "attributes": { "ShippedDate": "2013-10-13", "Id": 10643}, "type": "Order", "id": 10643 }} r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) response_text = r.text context.response_text = r.text @then('Balance reduced 1086') def step_impl(context): before = context.alfki_before expected_adjustment = -1086 shipped = get_ALFLI() context.alfki_shipped = shipped # alert - this variable not visible in next scenario... need to use given assert before.Balance + expected_adjustment == shipped.Balance, \ f'Before balance {before.Balance} + {expected_adjustment} != new Balance {shipped.Balance}' @given('Shipped Order') def step_impl(context): context.alfki_shipped = get_ALFLI() pass @when('Order ShippedDate set to None') def step_impl(context): """ Same logic as above. > **Key Takeaway:** Automatic Reuse (_design one, solve many_) """ scenario_name = 'Reset Shipped - adjust logic reuse' test_utils.prt(f'\n\n\n{scenario_name}... observe rules pruned for Order.RequiredDate (2013-10-13) \n\n', scenario_name) patch_uri = f'http://localhost:5656/api/Order/10643/' patch_args = \ { "data": { "attributes": { "ShippedDate": None, "Id": 10643}, "type": "Order", "id": 10643 }} r = requests.patch(url=patch_uri, json=patch_args, headers=test_utils.login()) response_text = r.text context.response_text = r.text @then('Logic adjusts Balance by -1086') def step_impl(context): before = context.alfki_shipped expected_adjustment = 1086 after = get_ALFLI() context.alfki_after = after assert before.Balance + expected_adjustment == after.Balance, \ f'Before balance {before.Balance} + {expected_adjustment} != new Balance {after.Balance}' @when('Cloning Existing Order') def step_impl(context): """ We create an order, setting CloneFromOrder. This copies the CloneFromOrder OrderDetails to our new Order. The copy operation is automated using `logic_row.copy_children()`: 1. `place_order.feature` defines the test 2. `place_order.py` implements the test. It uses the API to Post an Order, setting `CloneFromOrder` to trigger the copy logic 3. `declare_logic.py` implements the logic, by invoking `logic_row.copy_children()`. `which` defines which children to copy, here just `OrderDetailList` <figure><img src="https://github.com/valhuber/ApiLogicServer/wiki/images/behave/clone-order.png?raw=true"></figure> `CopyChildren` For more information, [see here](https://github.com/valhuber/LogicBank/wiki/Copy-Children) Useful in row event handlers to copy multiple children types to self from copy_from children. child-spec := < ‘child-list-name’ | < ‘child-list-name = parent-list-name’ > child-list-spec := [child-spec | (child-spec, child-list-spec)] Eg. RowEvent on Order which = ["OrderDetailList"] logic_row.copy_children(copy_from=row.parent, which_children=which) Eg, test/copy_children: child_list_spec = [ ("MileStoneList", ["DeliverableList"] # for each Milestone, get the Deliverables ), "StaffList" ] > **Key Takeaway:** copy_children provides a deep-copy service. """ scenario_name = 'Clone Existing Order' test_utils.prt(f'\n\n\n{scenario_name}... Clone Order per CloneFromOrder 10643 ($1086), for ALFKI ($2102, limit of $2200)) \n\n', scenario_name) add_order_uri = f'http://localhost:5656/api/ServicesEndPoint/add_order' clone_of_10643 = { "meta": { "method": "add_order", "args": { "CustomerId": "ALFKI", "EmployeeId": 1, "Freight": 11, "CloneFromOrder": 10643 } } } """ ALFKI - Balance: 2102, CreditLimit = 2200 Order 10643 """ test_utils.prt(f'\n\n\n{scenario_name} - verify adjustments...\n',\ scenario_name) r = requests.post(url=add_order_uri, json=clone_of_10643) context.response_text = r.text @then('Logic Copies ClonedFrom OrderDetails') def step_impl(context): response_text = context.response_text assert "exceeds credit" in response_text, f'Error - "exceeds credit not in {response_text}'
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/test/api_logic_server_behave/features/steps/place_order.py
place_order.py
from behave import * import requests, pdb import json import test_utils host = "localhost" port = "5656" @given('Employee 5 (Buchanan) - Salary 95k') def step_impl(context): pass @when('Patch Salary to 200k') def step_impl(context): """ Observe the logic log to see that it creates audit rows: 1. **Discouraged:** you can implement auditing with events. But auditing is a common pattern, and this can lead to repetitive, tedious code 2. **Preferred:** approaches use [extensible rules](https://github.com/valhuber/LogicBank/wiki/Rule-Extensibility#generic-event-handlers). Generic event handlers can also reduce redundant code, illustrated in the time/date stamping `handle_all` logic. This is due to the `copy_row` rule. Contrast this to the *tedious* `audit_by_event` alternative: <figure><img src="https://github.com/valhuber/ApiLogicServer/wiki/images/behave/salary_change.png?raw=true"></figure> > **Key Takeaway:** use **extensible own rule types** to automate pattern you identify; events can result in tedious amounts of code. """ scenario_name = 'Audit Salary Change' test_utils.prt(f'\n\n\n{scenario_name}... alter salary, ensure audit row created (also available in shell script\n\n', scenario_name) patch_emp_uri = f'http://localhost:5656/api/Employee/5/' patch_args = \ { "data": { "attributes": { "Salary": 200000, "Id": 5}, "type": "Employee", "id": 5 }} r = requests.patch(url=patch_emp_uri, json=patch_args, headers= test_utils.login()) context.response_text = r.text @then("Salary_audit row created") def step_impl(context): response_text = context.response_text assert '"Salary": 200000.0' in response_text or '"Salary":200000.0', \ f'Error - "Salary": 200000.0 not in patch response:\n{response_text}' audit_uri = f'http://localhost:5656/api/EmployeeAudit/?' \ 'include=Employee&fields%5BEmployeeAudit%5D=Id%2CTitle%2CSalary%2CLastName%2CFirstName%2CEmployeeId%2CCreatedOn&' \ 'page%5Boffset%5D=0&page%5Blimit%5D=10&sort=Id%2CTitle%2CSalary%2CLastName%2CFirstName%2CEmployeeId%2CCreatedOn%2Cid' r = requests.get(url=audit_uri, headers= test_utils.login()) response_text = r.text assert '"Salary": 200000.0' in response_text or '"Salary":200000.0', \ f'Error - "Salary": 200000.0 not in audit response:\n{response_text}' test_utils.prt(f'\n then Salary_audit row created... return DB to original state\n') patch_emp_uri = f'http://localhost:5656/api/Employee/5/' patch_args = \ { "data": { "attributes": { "Salary": 95000, "Id": 5}, "type": "Employee", "id": 5 }} r = requests.patch(url=patch_emp_uri, json=patch_args, headers= test_utils.login()) response_text = r.text @when('Patch Salary to 96k') def step_impl(context): """ Observe the use of `old_row ` > **Key Takeaway:** State Transition Logic enabled per `old_row` """ scenario_name = 'Raise Must be Meaningful' test_utils.prt(f'\n\n\n{scenario_name}... alter salary, ensure audit row created (also available in shell script\n\n', scenario_name) patch_emp_uri = f'http://localhost:5656/api/Employee/5/' patch_args = \ { "data": { "attributes": { "Salary": 96000, "Id": 5}, "type": "Employee", "id": 5 }} r = requests.patch(url=patch_emp_uri, json=patch_args, headers= test_utils.login()) context.response_text = r.text @then("Reject - Raise too small") def step_impl(context): response_text = context.response_text assert 'meaningful raise' in response_text, f'Error - "meaningful raise" not in response:\n{response_text}' @when('Retrieve Employee Row') def step_impl(context): """ Observe the use of `old_row ` > **Key Takeaway:** State Transition Logic enabled per `old_row` """ scenario_name = 'Manage ProperSalary' test_utils.prt(f'\n\n\n{scenario_name}... Get Employee - verify contains virtual ProperSalary\n\n', scenario_name) header = test_utils.login() get_emp_uri = f'http://localhost:5656/api/Employee/5/' r = requests.get(url=get_emp_uri, headers= header) context.response_text = r.text @then("Verify Contains ProperSalary") def step_impl(context): response_text = context.response_text assert 'ProperSalary' in response_text, f'Error - "ProperSalary" not in response:\n{response_text}'
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/test/api_logic_server_behave/features/steps/salary_change.py
salary_change.py
from behave import * import requests, pdb import json import test_utils host = "localhost" port = "5656" @given('Customer Account: VINET') def step_impl(context): pass @when('GET Orders API') def step_impl(context): # pdb.set_trace() # I want to add a break point in here (for whatever reason) # todo - host and port hard-coded get_order_uri = f'http://localhost:5656/api/Order/?' \ f'fields%5BOrder%5D=Id%2CCustomerId%2CEmployeeId%2COrderDate%2CAmountTotal' \ f'&page%5Boffset%5D=0&page%5Blimit%5D=10&filter%5BId%5D=10248' r = requests.get(url=get_order_uri, headers= test_utils.login()) response_text = r.text context.response_text = response_text assert True is not False @then('VINET retrieved') def step_impl(context): response_text = context.response_text assert "VINET" in response_text, f'Error - "VINET not in {response_text}' @given('Department 2') def step_impl(context): pass # sample db should contain this - verify by test @when('GET Department with SubDepartments API') def step_impl(context): assert True is not False @then('SubDepartments returned') def step_impl(context): get_dept_uri = f'http://{host}:{port}/api/Department/2/?' \ f'include=DepartmentList%2CEmployeeList%2CEmployeeList1%2CDepartment' \ f'&fields%5BDepartment%5D=Id%2CDepartmentId%2CDepartmentName' r = requests.get(url=get_dept_uri, headers= test_utils.login()) response_text = r.text result_data = json.loads(response_text) # 'str' object has no attribute 'read' relationships = result_data["data"]["relationships"] relationships_department = relationships["Department"] relationships_department_list = relationships["DepartmentList"] ceo_check = relationships_department["data"]["id"] # should be '1' ne_sales_check = relationships_department_list["data"][0]["id"] # should be 4 assert ceo_check == '1' and ne_sales_check == '4', \ f'Error - "CEO not in Department or NE Sales not in DepartmentList: {response_text}'
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/nw/test/api_logic_server_behave/features/steps/api.py
api.py
import sqlite3 from os import path import logging import sys from typing import Any, Optional, Tuple import sqlalchemy from sqlalchemy.ext.hybrid import hybrid_property from sqlalchemy.orm import object_mapper import flask_sqlalchemy from logic_bank.rule_bank.rule_bank import RuleBank app_logger = logging.getLogger(__name__) def log(msg: object) -> None: app_logger.debug(msg) # print("TIL==> " + msg) def connection() -> sqlite3.Connection: ROOT: str = path.dirname(path.realpath(__file__)) log(ROOT) _connection = sqlite3.connect(path.join(ROOT, "sqlitedata.db")) return _connection def dbpath(dbname: str) -> str: ROOT: str = path.dirname(path.realpath(__file__)) log('ROOT: '+ROOT) PATH: str = path.join(ROOT, dbname) log('DBPATH: '+PATH) return PATH def json_to_entities(from_row: str or object, to_row): """ transform json object to SQLAlchemy rows, for save & logic :param from_row: json service payload: dict - e.g., Order and OrderDetailsList :param to_row: instantiated mapped object (e.g., Order) :return: updates to_row with contents of from_row (recursively for lists) """ def get_attr_name(mapper, attr)-> Tuple[Optional[Any], str]: """ returns name, type of SQLAlchemy attr metadata object """ attr_name = None attr_type = "attr" if hasattr(attr, "key"): attr_name = attr.key elif isinstance(attr, hybrid_property): attr_name = attr.__name__ elif hasattr(attr, "__name__"): attr_name = attr.__name__ elif hasattr(attr, "name"): attr_name = attr.name if attr_name == "OrderDetailListX" or attr_name == "CustomerX": print("Debug Stop") if isinstance(attr, sqlalchemy.orm.relationships.RelationshipProperty): # hasattr(attr, "impl"): # sqlalchemy.orm.relationships.RelationshipProperty if attr.uselist: attr_type = "list" else: # if isinstance(attr.impl, sqlalchemy.orm.attributes.ScalarObjectAttributeImpl): attr_type = "object" return attr_name, attr_type row_mapper = object_mapper(to_row) for each_attr_name in from_row: if hasattr(to_row, each_attr_name): for each_attr in row_mapper.attrs: mapped_attr_name, mapped_attr_type = get_attr_name(row_mapper, each_attr) if mapped_attr_name == each_attr_name: if mapped_attr_type == "attr": value = from_row[each_attr_name] setattr(to_row, each_attr_name, value) elif mapped_attr_type == "list": child_from = from_row[each_attr_name] for each_child_from in child_from: child_class = each_attr.entity.class_ # eachOrderDetail = OrderDetail(); order.OrderDetailList.append(eachOrderDetail) child_to = child_class() # instance of child (e.g., OrderDetail) json_to_entities(each_child_from, child_to) child_list = getattr(to_row, each_attr_name) child_list.append(child_to) pass elif mapped_attr_type == "object": log("a parent object - skip (future - lookups here?)") break rule_count = 0 from flask import request, jsonify def rules_report(): """ logs report of all rules, using rules_bank.__str__() """ global rule_count rules_bank = RuleBank() logic_logger = logging.getLogger("logic_logger") rule_count = 0 logic_logger.debug(f'\nThe following rules have been activated\n') list_rules = rules_bank.__str__() loaded_rules = list(list_rules.split("\n")) for each_rule in loaded_rules: logic_logger.info(each_rule + '\t\t## ') rule_count += 1 logic_logger.info(f'Logic Bank - {rule_count} rules loaded') def server_log(request, jsonify): """ Used by test/*.py - enables client app to log msg into server """ import os import datetime from pathlib import Path import logging global rule_count def add_file_handler(logger, name: str, log_dir): """Add a file handler for this logger with the specified `name` (and store the log file under `log_dir`).""" # Format for file log for each_handler in logger.handlers: each_handler.flush() handler_name = str(each_handler) if "stderr" in handler_name: pass # print(f'do not delete stderr') else: logger.removeHandler(each_handler) fmt = '%(asctime)s | %(levelname)8s | %(filename)s:%(lineno)d | %(message)s' formatter = logging.Formatter(fmt) formatter = logging.Formatter('%(message)s - %(asctime)s - %(name)s - %(levelname)s') # Determine log path/file name; create log_dir if necessary now = datetime.datetime.now().strftime('%Y%m%d_%H%M%S') log_name = f'{str(name).replace(" ", "_")}' # {now}' if len(log_name) >= 26: log_name = log_name[0:25] if not os.path.exists(log_dir): try: os.makedirs(log_dir) except: app_logger.info(f'util.add_file_handler unable to create dir {log_dir}') log_dir = '/tmp' if sys.platform.startswith('linux') else '.' app_logger.info(f'Defaulting to {log_dir}.') log_file = os.path.join(log_dir, log_name) + '.log' if os.path.exists(log_file): os.remove(log_file) else: pass # file does not exist # Create file handler for logging to a file (log all five levels) # print(f'create file handler for logging: {log_file}') logger.file_handler = logging.FileHandler(log_file) logger.file_handler.setLevel(logging.DEBUG) logger.file_handler.setFormatter(formatter) logger.addHandler(logger.file_handler) msg = request.args.get('msg') test = request.args.get('test') if test is not None and test != "None": if test == "None": print(f'None for msg: {msg}') logic_logger = logging.getLogger('logic_logger') # for debugging user logic # logic_logger.info("\n\nLOGIC LOGGER HERE\n") dir = request.args.get('dir') add_file_handler(logic_logger, test, Path(os.getcwd()).joinpath(dir)) if msg == "Rules Report": rules_report() logic_logger.info(f'Logic Bank {__version__} - {rule_count} rules loaded') else: app_logger.info(f'{msg}') return jsonify({"result": f'ok'}) def format_nested_object(row , replace_attribute_tag: str = "" , remove_links_relationships: bool = False) -> dict: """ Args: row (safrs.DB.Model): models instance (object + related objects) replace_attribute_tag (str): replace _attribute_ tag with this name remove_links_relationships (bool): remove these tags Example: in sample nw project, see customize_api: order() Returns: _type_: row suitable for safrs response (a dict) """ row_as_dict = jsonify(row).json log(f'row_to_dict: {row_as_dict}') if replace_attribute_tag != "": row_as_dict[replace_attribute_tag] = row_as_dict.pop('attributes') if remove_links_relationships: if "links" in row_as_dict: row_as_dict.pop('links') if "relationships" in row_as_dict: row_as_dict.pop('relationships') return row_as_dict def rows_to_dict(result: flask_sqlalchemy.BaseQuery) -> list: """ Converts SQLAlchemy result (mapped or raw) to dict array of un-nested rows Args: result (object): list of serializable objects (e.g., dict) Returns: list of rows as dicts """ rows = [] for each_row in result: row_as_dict = {} log(f'type(each_row): {type(each_row)}') if isinstance (each_row, sqlalchemy.engine.row.Row): # raw sql, eg, sample catsql key_to_index = each_row._key_to_index # note: SQLAlchemy 2 specific for name, value in key_to_index.items(): row_as_dict[name] = each_row[value] else: row_as_dict = each_row.to_dict() # safrs helper rows.append(row_as_dict) return rows def sys_info(flask_app_config): """ Print env and path """ import os, socket print("\n\nsys_info here") print("\nEnvironment Variables...") env = os.environ for each_variable in os.environ: print(f'.. {each_variable} = {env[each_variable]}') print(f'\n\nflask_app.config: \n\t') flask_app_config_str = str(flask_app_config) flask_app_config_str = flask_app_config_str.replace(', ', ',\n\t') print((flask_app_config_str)) print("\n\nPYTHONPATH..") for p in sys.path: print(".." + p) print("") print(f'sys.prefix (venv): {sys.prefix}\n') print("") hostname = socket.gethostname() try: local_ip = socket.gethostbyname(hostname) except: local_ip = f"Warning - Failed local_ip = socket.gethostbyname(hostname) with hostname: {hostname}" print(f"hostname={hostname} on local_ip={local_ip}\n\n")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/util.py
util.py
from os import environ, path from pathlib import Path import os import typing from dotenv import load_dotenv import logging from enum import Enum # for complete flask_sqlachemy config parameters and session handling, # read: file flask_sqlalchemy/__init__.py AND flask/config.py ''' app.config.setdefault('SQLALCHEMY_DATABASE_URI', 'sqlite:///:memory:') app.config.setdefault('SQLALCHEMY_BINDS', None) app.config.setdefault('SQLALCHEMY_NATIVE_UNICODE', None) app.config.setdefault('SQLALCHEMY_ECHO', False) app.config.setdefault('SQLALCHEMY_RECORD_QUERIES', None) app.config.setdefault('SQLALCHEMY_POOL_SIZE', None) app.config.setdefault('SQLALCHEMY_POOL_TIMEOUT', None) app.config.setdefault('SQLALCHEMY_POOL_RECYCLE', None) app.config.setdefault('SQLALCHEMY_MAX_OVERFLOW', None) app.config.setdefault('SQLALCHEMY_COMMIT_ON_TEARDOWN', False) ''' class ExtendedEnum(Enum): """ enum that supports list() to print allowed values Thanks: https://stackoverflow.com/questions/29503339/how-to-get-all-values-from-python-enum-class """ @classmethod def list(cls): return list(map(lambda c: c.value, cls)) class OptLocking(ExtendedEnum): IGNORED = "ignored" OPTIONAL = "optional" REQUIRED = "required" basedir = path.abspath(path.dirname(__file__)) load_dotenv(path.join(basedir, "default.env")) app_logger = logging.getLogger('api_logic_server_app') def is_docker() -> bool: """ running docker? dir exists: /home/api_logic_server """ path = '/home/api_logic_server' path_result = os.path.isdir(path) # this *should* exist only on docker env_result = "DOCKER" == os.getenv('APILOGICSERVER_RUNNING') # assert path_result == env_result return path_result class Config: """ Set default Flask configuration from .env file. These values are overridden by api_logic_server_run cli args, and APILOGICPROJECT_ env variables. Code should therefore access these ONLY as described in Args, below. """ # Project Creation Defaults (overridden from args, env variables) CREATED_API_PREFIX = "/api" CREATED_FLASK_HOST = "api_logic_server_host" """ where clients find the API (eg, cloud server addr)""" CREATED_SWAGGER_HOST = "api_logic_server_swagger_host" """ where swagger (and other clients) find the API """ if CREATED_SWAGGER_HOST == "": CREATED_SWAGGER_HOST = CREATED_FLASK_HOST # if is_docker and CREATED_FLASK_HOST == "localhost": CREATED_FLASK_HOST = "0.0.0.0" # enables docker run.sh (where there are no args) CREATED_PORT = "api_logic_server_port" CREATED_SWAGGER_PORT = CREATED_PORT """ for codespaces - see values in launch config """ CREATED_HTTP_SCHEME = "http" # General Config SECRET_KEY = environ.get("SECRET_KEY") FLASK_APP = environ.get("FLASK_APP") FLASK_ENV = environ.get("FLASK_ENV") DEBUG = environ.get("DEBUG") running_at = Path(__file__) project_abs_dir = running_at.parent.absolute() # Database SQLALCHEMY_DATABASE_URI : typing.Optional[str] = f"replace_db_url" # override SQLALCHEMY_DATABASE_URI here as required app_logger.debug(f'config.py - SQLALCHEMY_DATABASE_URI: {SQLALCHEMY_DATABASE_URI}') # as desired, use env variable: export SQLALCHEMY_DATABASE_URI='sqlite:////Users/val/dev/servers/docker_api_logic_project/database/db.sqliteXX' if os.getenv('SQLALCHEMY_DATABASE_URI'): # e.g. export SECURITY_ENABLED=true SQLALCHEMY_DATABASE_URI = os.getenv('SQLALCHEMY_DATABASE_URI') app_logger.debug(f'.. overridden from env variable: {SQLALCHEMY_DATABASE_URI}') SECURITY_ENABLED = False # you must also: ApiLogicServer add-db --db_url=auth --bind_key=authentication SECURITY_PROVIDER = None if os.getenv('SECURITY_ENABLED'): # e.g. export SECURITY_ENABLED=true security_export = os.getenv('SECURITY_ENABLED') # type: ignore # type: str security_export = security_export.lower() # type: ignore if security_export in ["false", "no"]: # NO SEC SECURITY_ENABLED = False else: SECURITY_ENABLED = True app_logger.debug(f'Security .. overridden from env variable: {SECURITY_ENABLED}') if SECURITY_ENABLED: from security.authentication_provider.sql.auth_provider import Authentication_Provider SECURITY_PROVIDER = Authentication_Provider app_logger.debug(f'config.py - security enabled') else: app_logger.info(f'config.py - security disabled') # Begin Multi-Database URLs (from ApiLogicServer add-db...) # End Multi-Database URLs (from ApiLogicServer add-db...) # SQLALCHEMY_ECHO = environ.get("SQLALCHEMY_ECHO") SQLALCHEMY_TRACK_MODIFICATIONS = False PROPAGATE_EXCEPTIONS = False OPT_LOCKING = "replace_opt_locking" if os.getenv('OPT_LOCKING'): # e.g. export OPT_LOCKING=required opt_locking_export = os.getenv('OPT_LOCKING') # type: ignore # type: str opt_locking = opt_locking_export.lower() # type: ignore if opt_locking in OptLocking.list(): OPT_LOCKING = opt_locking else: print(f'\n{__name__}: Invalid OPT_LOCKING.\n..Valid values are {OptLocking.list()}') exit(1) app_logger.debug(f'Opt Locking .. overridden from env variable: {OPT_LOCKING}') class Args(): """ Singleton class - typed accessors for flask_app.config values. The source of truth is the flask_app.config. Set from created values in Config, overwritten by cli args, then APILOGICPROJECT_ env variables. This class provides **typed** access. """ values = None def __new__(cls, flask_app): if not hasattr(cls, 'instance'): cls.instance = super(Args, cls).__new__(cls) return cls.instance def __init__(self, flask_app): """ Create args object with CREATED_ defaults. Defaults assigned to flask_app.config[name] 1. flask_app.config names do not have suffix (e.g. flask_app.config["FLASK_HOST"]) 2. Override with CLI arguments (use -h to see names) 3. Then override with env variables (prefixed, e.g., APILOGICPROJECT_FLASK_HOST) Args: flask_app (_type_): created flask_app """ self.flask_app = flask_app self.api_prefix = Config.CREATED_API_PREFIX self.flask_host = Config.CREATED_FLASK_HOST self.swagger_host = Config.CREATED_SWAGGER_HOST self.port = Config.CREATED_PORT self.swagger_port = Config.CREATED_PORT self.http_scheme = Config.CREATED_HTTP_SCHEME self.verbose = False self.create_and_run = False @property def port(self) -> str: """ port to which flask will be bound """ return self.flask_app.config["PORT"] # if "PORT" in self.flask_app.config else self.__port @port.setter def port(self, a): self.flask_app.config["PORT"] = a @property def swagger_port(self) -> str: """ swagger port (eg, 443 for codespaces) """ return self.flask_app.config["SWAGGER_PORT"] @swagger_port.setter def swagger_port(self, a): self.flask_app.config["SWAGGER_PORT"] = a @property def swagger_host(self) -> str: """ ip clients use to access API """ return self.flask_app.config["SWAGGER_HOST"] @swagger_host.setter def swagger_host(self, a): self.flask_app.config["SWAGGER_HOST"] = a @property def flask_host(self) -> str: """ ip to which flask will be bound """ return self.flask_app.config["FLASK_HOST"] @flask_host.setter def flask_host(self, a): self.flask_app.config["FLASK_HOST"] = a @property def security_enabled(self) -> bool: """ is security enabled. Stored as string, returned as bool """ return_security = self.flask_app.config["SECURITY_ENABLED"] if isinstance(return_security, str): security = return_security.lower() # type: ignore if security in ["false", "no"]: # NO SEC return_security = False else: return_security = True return return_security @security_enabled.setter def security_enabled(self, a): self.flask_app.config["SECURITY_ENABLED"] = a @property def security_provider(self): """ class for auth provider (unused - see auth_provider) """ return self.flask_app.config["SECURITY_PROVIDER"] @security_provider.setter def security_provider(self, a): raise Exception("Sorry, security_provider must be specified in the Config class") @property def api_logic_server_home(self): """ location of ApiLogicServer-src (for admin_loader) """ return self.flask_app.config["APILOGICSERVER_HOME"] @api_logic_server_home.setter def api_logic_server_home(self, a): self.flask_app.config["APILOGICSERVER_HOME"] = a @property def opt_locking(self) -> str: """ values: ignored, optional, required """ return self.flask_app.config["OPT_LOCKING"] @opt_locking.setter def opt_locking(self, a): opt_locking_export = self.flask_app.config('OPT_LOCKING') # type: ignore # type: str opt_locking = opt_locking_export.lower() # type: ignore if opt_locking in OptLocking.list(): OPT_LOCKING = opt_locking else: print(f'\n{__name__}: Invalid APILOGICPROJECT_OPT_LOCKING.\n..Valid values are {OptLocking.list()}') exit(1) app_logger.debug(f'Opt Locking .. overridden from env variable: {OPT_LOCKING}') self.flask_app.config["OPT_LOCKING"] = a @property def api_prefix(self) -> str: """ uri node for this project (e.g, /api) """ return self.flask_app.config["API_PREFIX"] @api_prefix.setter def api_prefix(self, a): self.flask_app.config["API_PREFIX"] = a @property def http_scheme(self) -> str: """ http or https """ return self.flask_app.config["HTTP_SCHEME"] @http_scheme.setter def http_scheme(self, a): self.flask_app.config["HTTP_SCHEME"] = a @property def create_and_run(self): """ internal use: ApiLogicServer create-and-run """ return self.flask_app.config["CREATE_AND_RUN"] @create_and_run.setter def create_and_run(self, a): self.flask_app.config["CREATE_AND_RUN"] = a @property def verbose(self): """ activate key loggers for debug """ return self.flask_app.config["VERBOSE"] @verbose.setter def verbose(self, a): self.flask_app.config["VERBOSE"] = a @property def client_uri(self): """ in prod env, port might be omitted (e.g., nginx) """ return self.flask_app.config["CLIENT_URI"] if "CLIENT_URI" in self.flask_app.config \ else None @client_uri.setter def client_uri(self, a): self.flask_app.config["CLIENT_URI"] = a def __str__(self) -> str: rtn = f'.. flask_host: {self.flask_host}, port: {self.port}, \n'\ f'.. swagger_host: {self.swagger_host}, swagger_port: {self.swagger_port}, \n'\ f'.. client_uri: {self.client_uri}, \n'\ f'.. http_scheme: {self.http_scheme}, api_prefix: {self.api_prefix}, \n'\ f'.. | verbose: {self.verbose}, create_and_run: {self.create_and_run}' return rtn def get_cli_args(self, args: 'Args', dunder_name: str): """ returns tuple of start args: (flask_host, swagger_host, port, swagger_port, http_scheme, verbose, create_and_run) """ import socket import warnings import sys # global flask_host, swagger_host, port, swagger_port, http_scheme, verbose, create_and_run network_diagnostics = True hostname = socket.gethostname() try: local_ip = socket.gethostbyname(hostname) except: local_ip = f"Warning - Failed local_ip = socket.gethostbyname(hostname) with hostname: {hostname}" app_logger.debug(f"Failed local_ip = socket.gethostbyname(hostname) with hostname: {hostname}") app_logger.debug(f"Getting cli args, with hostname={hostname} on local_ip={local_ip}") args.verbose = False args.create_and_run = False def make_wide(formatter, w=120, h=36): """ Return a wider HelpFormatter, if possible.""" try: # https://stackoverflow.com/a/5464440 # beware: "Only the name of this class is considered a public API." kwargs = {'width': w, 'max_help_position': h} formatter(None, **kwargs) return lambda prog: formatter(prog, **kwargs) except TypeError: warnings.warn("argparse help formatter failed, falling back.") return formatter if dunder_name != "__main__": app_logger.debug(f"WSGI - no args, using creation default host/port.. sys.argv = {sys.argv}\n") else: # gunicorn-friendly host/port settings () # thanks to https://www.geeksforgeeks.org/command-line-arguments-in-python/#argparse import argparse # Initialize parser if len(sys.argv) == 1: app_logger.debug("No arguments - using creation default host/port") else: msg = "API Logic Project" parser = argparse.ArgumentParser( formatter_class=make_wide(argparse.ArgumentDefaultsHelpFormatter)) parser.add_argument("--port", help = f'port (Flask)', default = args.port) parser.add_argument("--flask_host", help = f'ip to which flask will be bound', default = args.flask_host) parser.add_argument("--swagger_host", help = f'ip clients use to access API', default = args.swagger_host) parser.add_argument("--swagger_port", help = f'swagger port (eg, 443 for codespaces)', default = args.port) parser.add_argument("--http_scheme", help = f'http or https', default = "http") parser.add_argument("--verbose", help = f'for more logging', default = False) parser.add_argument("--create_and_run", help = f'system use - log how to open project', default = False) parser.add_argument("flask_host_p", nargs='?', default = args.flask_host) parser.add_argument("port_p", nargs='?', default = args.port) parser.add_argument("swagger_host_p", nargs='?', default = args.swagger_host) parse_args = parser.parse_args() """ accepting both positional (compatibility) and keyword args... cases that matter: no args kw only: argv[1] starts with - pos only positional values always override keyword, so decide which parsed values to use... """ if sys.argv[1].startswith("-"): # keyword arguments args.port = parse_args.port args.flask_host = parse_args.flask_host args.swagger_host = parse_args.swagger_host args.swagger_port = parse_args.swagger_port args.http_scheme = parse_args.http_scheme args.verbose = parse_args.verbose in ["True", "true"] args.create_and_run = parse_args.create_and_run else: # positional arguments (compatibility) args.port = parse_args.port_p args.flask_host = parse_args.flask_host_p args.swagger_host = parse_args.swagger_host_p if args.swagger_host.startswith("https://"): args.swagger_host = args.swagger_host[8:] if args.swagger_host.endswith("/"): args.swagger_host = args.swagger_host[0:len(args.swagger_host)-1] use_codespace_defaulting = True # experimental support to run default launch config if use_codespace_defaulting and os.getenv('CODESPACES') and args.swagger_host == 'localhost': app_logger.info('\n Applying Codespaces default port settings') args.swagger_host = os.getenv('CODESPACE_NAME') + '-5656.githubpreview.dev' args.swagger_port = 443 args.http_scheme = 'https' return
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/config.py
config.py
# Using this readme This readme contains the following sections: | Section | Info | |:-------------------------|:-----------------------------------| | [1. Setup and Run](#1-setup-and-run) | Information about API Logic Server, and setting up your venv | | [2. Deployment](#2-deployment) | Deploy early previews to the cloud - enable team collaboration | | [3. Key Customization Files](#3-key-customization-files) | Quick idea of the key files you'll alter | | [4. Project Requirements](#4-project-requirements) | Options for capturing requirements | | [5. Project Information](#5-project-information) | Creation dates, versions | | [Appendix - Key Technologies](#appendix-key-technologies) | Doc links of key libraries | &nbsp; # 1. Setup and Run To run your project, the system requires various runtime systems for data access, api, and logic. These are included with API Logic Server ([architecture doc here](https://apilogicserver.github.io/Docs/Architecture-What-Is/)). So, to run your project ([instructions here](#setup-instructions)): 1. __Establish your Python Environment__ to activate these runtime systems 2. __Run__ Setup your Python environment, according to whether you did a *local install*, or *Docker*. Choose the appropriate section, then run. &nbsp; ## Establish Your Python Environment - Local Install You `requirements.txt` has already been created, so... ```bash title="Install API Logic Server in a Virtual Environment" python -m venv venv # may require python3 -m venv venv venv\Scripts\activate # mac/linux: source venv/bin/activate python -m pip install -r requirements.txt # accept "new Virtual environment" ``` Notes: * See also the `venv_setup` directory in this API Logic Project. * If using SqlServer, install `pyodbc`. Not required for docker-based projects. For local installs, see the [Quick Start](https://apilogicserver.github.io/Docs/Install-pyodbc/). * If you are creating multiple projects, you may wish to use a [Shared venv](https://apilogicserver.github.io/Docs/Project-Env/). &nbsp; ## Establish Your Python Environment - Docker Your runtime systems are part of Dev Container, which you probably activated when you [opened the project](https://apilogicserver.github.io/Docs/IDE-Execute/). * If you did not accept the "Open in Container" option when you started VSCode, use __View > Command Palette > Remote-Containers: Reopen in Container__. &nbsp; ## Run To run your project ![Start Project](https://github.com/ApiLogicServer/Docs/blob/main/docs/images/tutorial/2-apilogicproject-nutshell.png?raw=true) As shown above: 1. Use the pre-supplied Run Configuration; use either: * `**ApiLogicServer - No Security (e.g., for behave tests** to run *with security* (recommended initially) * `**ApiLogicServer** to run [with security](https://apilogicserver.github.io/Docs/Security-Swagger/) 2. Click the url in the console to start the Admin App * Use it to explore your data (shown below) * And your API (via Swagger) ![Admin App](https://github.com/ApiLogicServer/Docs/blob/main/docs/images/ui-admin/run-admin-app.png?raw=true) &nbsp; # 2. Deployment The `devops` directory contains several scripts for creating container images, testing them, and deploying them. Since API Logic Server creates working software (UI, API), you can do this after creating your project, to [collaborate with your team](https://apilogicserver.github.io/Docs/DevOps-Containers-Preview/). &nbsp; # 3. Key Customization Files Your project is ready to run, but it's likely you'll want to customize it - declare logic, new endpoints, etc. The ___Key Customization Files___ listed in the table below are created as stubs, intended for you to add customizations that extend the created API, Logic and Web App. * Since they are separate files, the project can be [rebuilt](https://apilogicserver.github.io/Docs/Project-Rebuild/) (e.g., synchronized with a revised schema), preserving your customizations. Please see the `nw` sample for examples of typical customizations. You can open it in GitHub (use Shift + "." to view in project mode) - [click here](https://github.com/ApiLogicServer/demo). | Directory | Usage | Key Customization File | Typical Customization | |:-------------- |:------------------------------|:-----------------------------------|:--------------------------------------------------------------------------------------| | ```api``` | **JSON:API**<br>*Ready to Run* | ```api/customize_api.py``` | Add new end points / services | | ```ui``` | **Multi-Page Admin App**<br>*Ready to Run* | ```ui/admin/admin.yaml``` | Control field display - order, captions etc. | | ```database``` | SQLAlchemy Data Model Classes | ```database/customize_models.py``` | Add derived attributes, and relationships missing in the schema | | ```logic``` | **Transactional Logic**<br>spreadsheet-like rules | ```logic/declare_logic.py``` | Declare multi-table derivations, constraints, and Python events such as send mail / messages | | ```security``` | Authentication, Authorization | ```security/declare_security.py``` | Control login, role-based row access | | ```tests``` | Behave Test Suite | ```tests/api_logic_server_behave/features``` | Declare and implement [Behave Tests](https://apilogicserver.github.io/Docs/Behave/) | &nbsp; # 4. Project Requirements Optionally, you can **document requirements** as part of an **executable test plan**. Test plan execution creates documentation (in markdown), including **requirements traceability** into implementation. [See example here](test/api_logic_server_behave/reports/Behave%20Logic%20Report%20Sample.md). &nbsp; # 5. Project Information This API Logic Project was created with the `ApiLogicServer create` command. For information on Managing API Logic Projects, [click here](https://apilogicserver.github.io/Docs/Project-Structure). | About | Info | |:-------------------------|:-----------------------------------| | Created | creation-date | | API Logic Server Version | api_logic_server_version | | Created in directory | api_logic_server_project_directory | | API Name | api_logic_server_api_name | | Execution begins with | `api_logic_server_run.py` | &nbsp; # Appendix: Key Technologies API Logic Server is based on the projects shown below. Consult their documentation for important information. &nbsp; ### SARFS JSON:API Server [SAFRS: Python OpenAPI & JSON:API Framework](https://github.com/thomaxxl/safrs) SAFRS is an acronym for SqlAlchemy Flask-Restful Swagger. The purpose of this framework is to help python developers create a self-documenting JSON API for sqlalchemy database objects and relationships. These objects are serialized to JSON and created, retrieved, updated and deleted through the JSON API. Optionally, custom resource object methods can be exposed and invoked using JSON. Class and method descriptions and examples can be provided in yaml syntax in the code comments. The description is parsed and shown in the swagger web interface. The result is an easy-to-use swagger/OpenAPI and JSON:API compliant API implementation. &nbsp; ### LogicBank [Transaction Logic for SQLAlchemy Object Models](https://apilogicserver.github.io/Docs/Logic-Why/) Use Logic Bank to govern SQLAlchemy update transaction logic - multi-table derivations, constraints, and actions such as sending mail or messages. Logic consists of _both:_ * **Rules - 40X** more concise using a spreadsheet-like paradigm, and * **Python - control and extensibility,** using standard tools and techniques Logic Bank is based on SQLAlchemy - it handles `before_flush` events to enforce your logic. Your logic therefore applies to any SQLAlchemy-based access - JSON:Api, Admin App, etc. &nbsp; ### SQLAlchemy [Object Relational Mapping for Python](https://docs.sqlalchemy.org/en/13/). SQLAlchemy provides Python-friendly database access for Python. It is used by JSON:Api, Logic Bank, and the Admin App. SQLAlchemy processing is based on Python `model` classes, created automatically by API Logic Server from your database, and saved in the `database` directory. &nbsp; ### Admin App This generated project also contains a React Admin app: * Multi-page - including page transitions to "drill down" * Multi-table - master / details (with tab sheets) * Intelligent layout - favorite fields first, predictive joins, etc * Logic Aware - updates are monitored by business logic
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/readme.md
readme.md
############################################################################### # # This file initializes and starts the API Logic Server (v api_logic_server_version, api_logic_server_created_on): # $ python3 api_logic_server_run.py [--help] # # Then, access the Admin App and API via the Browser, eg: # http://api_logic_server_host:api_logic_server_port # # You typically do not customize this file, # except to override Creation Defaults and Logging, below. # # See Main Code (at end). # Use log messages to understand API and Logic activation. # ############################################################################### import traceback try: import os, logging, logging.config, sys, yaml # failure here means venv probably not set except: track = traceback.format_exc() print(" ") print(track) print("venv probably not set") print("Please see https://apilogicserver.github.io/Docs/Project-Env/ \n") exit(1) from flask_sqlalchemy import SQLAlchemy import json from pathlib import Path from config import Args def is_docker() -> bool: """ running docker? dir exists: /home/api_logic_server """ path = '/home/api_logic_server' path_result = os.path.isdir(path) # this *should* exist only on docker env_result = "DOCKER" == os.getenv('APILOGICSERVER_RUNNING') # assert path_result == env_result return path_result current_path = os.path.abspath(os.path.dirname(__file__)) sys.path.append(current_path) if is_docker(): sys.path.append(os.path.abspath('/home/api_logic_server')) project_dir = str(current_path) os.chdir(project_dir) # so admin app can find images, code import util as util logic_logger_activate_debug = False """ True prints all rules on startup """ args = "" arg_num = 0 for each_arg in sys.argv: args += each_arg arg_num += 1 if arg_num < len(sys.argv): args += ", " project_name = os.path.basename(os.path.normpath(current_path)) from typing import TypedDict import safrs # fails without venv - see https://apilogicserver.github.io/Docs/Project-Env/ from safrs import ValidationError, SAFRSBase, SAFRSAPI as _SAFRSAPI from logic_bank.logic_bank import LogicBank from logic_bank.exec_row_logic.logic_row import LogicRow from logic_bank.rule_type.constraint import Constraint from sqlalchemy.ext.declarative import declarative_base from sqlalchemy.orm import Session import socket import warnings from flask import Flask, redirect, send_from_directory, send_file from flask_cors import CORS from safrs import ValidationError, SAFRSBase, SAFRSAPI import ui.admin.admin_loader as AdminLoader from security.system.authentication import configure_auth import database.multi_db as multi_db class SAFRSAPI(_SAFRSAPI): """ Extends SAFRSAPI to handle client_uri Args: _SAFRSAPI (_type_): _description_ """ def __init__(self, *args, **kwargs): client_uri = kwargs.pop('client_uri', None) if client_uri: kwargs['port'] = None kwargs['host'] = client_uri super().__init__(*args, **kwargs) # ================================== # LOGGING SETUP # ================================== current_path = os.path.abspath(os.path.dirname(__file__)) with open(f'{current_path}/logging.yml','rt') as f: # see also logic/declare_logic.py config=yaml.safe_load(f.read()) f.close() logging.config.dictConfig(config) # log levels: notset 0, debug 10, info 20, warn 30, error 40, critical 50 app_logger = logging.getLogger("api_logic_server_app") debug_value = os.getenv('APILOGICPROJECT_DEBUG') if debug_value is not None: # > export APILOGICPROJECT_DEBUG=True debug_value = debug_value.upper() if debug_value.startswith("F") or debug_value.startswith("N"): app_logger.setLevel(logging.INFO) else: app_logger.setLevel(logging.DEBUG) app_logger.debug(f'\nDEBUG level set from env\n') app_logger.info(f'\nAPI Logic Project ({project_name}) Starting with CLI args: \n.. {args}\n') app_logger.info(f'Created api_logic_server_created_on at {str(current_path)}\n') class ValidationErrorExt(ValidationError): """ This exception is raised when invalid input has been detected (client side input) Always send back the message to the client in the response """ def __init__(self, message="", status_code=400, api_code=2001, detail=None, error_attributes=None): Exception.__init__(self) self.error_attributes = error_attributes self.status_code = status_code self.message = message self.api_code = api_code self.detail: TypedDict = detail # ========================================================== # API Logic Server Setup # - Opens Database(s) # - Setup API, Logic, Security, Optimistic Locking # ========================================================== def api_logic_server_setup(flask_app: Flask, args: Args): """ API Logic Server Setup 1. Opens Database(s) 2. Setup API, Logic, Security, Optimistic Locking Args: flask_app (_type_): configured flask_app (servers, ports, db uri's) args (_type_): typed access to flask_app.config Raises: ValidationErrorExt: rebadge LogicBank errors for SAFRS API """ from sqlalchemy import exc as sa_exc global logic_logger_activate_debug with warnings.catch_warnings(): safrs_log_level = safrs.log.getEffectiveLevel() db_logger = logging.getLogger('sqlalchemy') db_log_level = db_logger.getEffectiveLevel() safrs_init_logger = logging.getLogger("safrs.safrs_init") do_hide_chatty_logging = True and not args.verbose if do_hide_chatty_logging and app_logger.getEffectiveLevel() <= logging.INFO: safrs.log.setLevel(logging.WARN) # notset 0, debug 10, info 20, warn 30, error 40, critical 50 db_logger.setLevel(logging.WARN) safrs_init_logger.setLevel(logging.WARN) multi_db.bind_dbs(flask_app) # https://stackoverflow.com/questions/34674029/sqlalchemy-query-raises-unnecessary-warning-about-sqlite-and-decimal-how-to-spe warnings.simplefilter("ignore", category=sa_exc.SAWarning) # alert - disable for safety msgs def constraint_handler(message: str, constraint: Constraint, logic_row: LogicRow): """ format LogicBank constraint exception for SAFRS """ if constraint.error_attributes: detail = {"model": logic_row.name, "error_attributes": constraint.error_attributes} else: detail = {"model": logic_row.name} raise ValidationErrorExt(message=message, detail=detail) admin_enabled = os.name != "nt" admin_enabled = False """ internal use, for future enhancements """ if admin_enabled: flask_app.config.update(SQLALCHEMY_BINDS={'admin': 'sqlite:////tmp/4LSBE.sqlite.4'}) db = SQLAlchemy() db.init_app(flask_app) with flask_app.app_context(): with open(Path(current_path).joinpath('security/system/custom_swagger.json')) as json_file: custom_swagger = json.load(json_file) safrs_api = SAFRSAPI(flask_app, app_db= db, host=args.swagger_host, port=args.swagger_port, client_uri=args.client_uri, prefix = args.api_prefix, custom_swagger=custom_swagger) db = safrs.DB # valid only after is initialized, above session: Session = db.session if admin_enabled: # unused (internal dev use) db.create_all() db.create_all(bind='admin') session.commit() from api import expose_api_models, customize_api import database.models app_logger.info("Data Model Loaded, customizing...") from database import customize_models from logic import declare_logic logic_logger = logging.getLogger('logic_logger') logic_logger_level = logic_logger.getEffectiveLevel() if logic_logger_activate_debug == False: logic_logger.setLevel(logging.INFO) app_logger.info("") LogicBank.activate(session=session, activator=declare_logic.declare_logic, constraint_event=constraint_handler) logic_logger.setLevel(logic_logger_level) app_logger.info("Declare Logic complete - logic/declare_logic.py (rules + code)" + f' -- {len(database.models.metadata.tables)} tables loaded\n') # db opened 1st access method_decorators : list = [] safrs_init_logger.setLevel(logging.WARN) expose_api_models.expose_models(safrs_api, method_decorators) app_logger.info(f'Declare API - api/expose_api_models, endpoint for each table on {args.swagger_host}:{args.swagger_port}, customizing...') customize_api.expose_services(flask_app, safrs_api, project_dir, swagger_host=args.swagger_host, PORT=args.port) # custom services if args.security_enabled: configure_auth(flask_app, database, method_decorators) multi_db.expose_db_apis(flask_app, session, safrs_api, method_decorators) if args.security_enabled: from security import declare_security # activate security app_logger.info("..declare security - security/declare_security.py" # not accurate: + f' -- {len(database.authentication_models.metadata.tables)}' + ' authentication tables loaded') from api.system.opt_locking import opt_locking from config import OptLocking if args.opt_locking == OptLocking.IGNORED.value: app_logger.info("\nOptimistic Locking: ignored") else: opt_locking.opt_locking_setup(session) SAFRSBase._s_auto_commit = False session.close() safrs.log.setLevel(safrs_log_level) db_logger.setLevel(db_log_level) # ================================== # MAIN CODE # ================================== flask_app = Flask("API Logic Server", template_folder='ui/templates') # templates to load ui/admin/admin.yaml CORS(flask_app, resources=[{r"/api/*": {"origins": "*"}}], allow_headers=["Content-Type", "Authorization", "Access-Control-Allow-Credentials"],supports_credentials=True) args = Args(flask_app=flask_app) # creation defaults flask_app.config.from_object("config.Config") app_logger.debug(f"\nConfig args: \n{args}") # config file (e.g., db uri's) args.get_cli_args(dunder_name=__name__, args=args) app_logger.debug(f"\nCLI args: \n{args}") # api_logic_server_run cl args flask_app.config.from_prefixed_env(prefix="APILOGICPROJECT") # env overrides (e.g., docker) app_logger.debug(f"\nENV args: \n{args}\n\n") if args.verbose: app_logger.setLevel(logging.DEBUG) safrs.log.setLevel(logging.DEBUG) # notset 0, debug 10, info 20, warn 30, error 40, critical 50 if app_logger.getEffectiveLevel() <= logging.DEBUG: util.sys_info(flask_app.config) app_logger.debug(f"\nENV args: \n{args}\n\n") api_logic_server_setup(flask_app, args) AdminLoader.admin_events(flask_app = flask_app, args = args, validation_error = ValidationError) if __name__ == "__main__": msg = f'API Logic Project loaded (not WSGI), version api_logic_server_version\n' if is_docker(): msg += f' (running from docker container at flask_host: {args.flask_host} - may require refresh)\n' else: msg += f' (running locally at flask_host: {args.flask_host})\n' app_logger.info(f'\n{msg}') if args.create_and_run: app_logger.info(f'==> Customizable API Logic Project created and running:\n' f'..Open it with your IDE at {project_dir}\n') if os.getenv('CODESPACES'): app_logger.info(f'API Logic Project (name: {project_name}) starting on Codespaces:\n' f'..Explore data and API on codespaces, swagger_host: {args.http_scheme}://{args.swagger_host}/\n') else: app_logger.info(f'API Logic Project (name: {project_name}) starting:\n' f'..Explore data and API at http_scheme://swagger_host:port {args.http_scheme}://{args.swagger_host}:{args.port}\n' f'.... with flask_host: {args.flask_host}\n' f'.... and swagger_port: {args.swagger_port}') flask_app.run(host=args.flask_host, threaded=True, port=args.port) else: msg = f'API Logic Project Loaded (WSGI), version api_logic_server_version\n' if is_docker(): msg += f' (running from docker container at {args.flask_host} - may require refresh)\n' else: msg += f' (running locally at flask_host: {args.flask_host})\n' app_logger.info(f'\n{msg}') app_logger.info(f'API Logic Project (name: {project_name}) starting:\n' f'..Explore data and API at http_scheme://swagger_host:port {args.http_scheme}://{args.swagger_host}:{args.port}\n' f'.... with flask_host: {args.flask_host}\n' f'.... and swagger_port: {args.swagger_port}')
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/api_logic_server_run.py
api_logic_server_run.py
This describes how to use Logic; for more information, [see here](https://apilogicserver.github.io/Docs/Logic-Why). &nbsp; ## Examples Examples from tutorial project: * Examples drawn from [tutorial project](https://github.com/ApiLogicServer/demo/blob/main/logic/declare_logic.py) * Use Shift + "." to view in project mode You can [find the rules here](https://apilogicserver.github.io/Docs/Logic). Below, we explore the syntax of 3 typical rules. &nbsp; ### 1. Multi-Table Derivations This declares the Customer.Balance as the sum of the unshipped Order.AmountTotal: ```python Rule.sum(derive=models.Customer.Balance, as_sum_of=models.Order.AmountTotal, where=lambda row: row.ShippedDate is None) ``` It means the rule engine **watches** for these changes: * Order inserted/deleted, or * AmountTotal or ShippedDate or CustomerID changes Iff changes are detected, the engine **reacts** by *adjusting* the Customer.Balance. SQLs are [optimized](#declarative-logic-important-notes). This would **chain** to check the Customers' Constraint rule, described below. &nbsp; ### 2. Constraints: lambda or function Constraints are multi-field conditions which must be true for transactions to succeed (else an exception is raised). You can express the condition as a lambda or a function: **As a lambda:** ```python Rule.constraint(validate=models.Customer, as_condition=lambda row: row.Balance <= row.CreditLimit, # parent references are supported error_msg="balance ({row.Balance}) exceeds credit ({row.CreditLimit})") ``` **Or, as a function:** ```python def check_balance(row: models.Customer, old_row: models.Customer, logic_row: LogicRow): if logic_row.ins_upd_dlt != "dlt": # see also: logic_row.old_row return row.Balance <= row.CreditLimit else: return True Rule.constraint(validate=models.Customer, calling=check_balance, error_msg=f"balance ({row.Balance}) exceeds credit ({row.CreditLimit})") ``` &nbsp; ### 3. Row Events: Extensible with Python Events are procedural Python code, providing extensibility for declarative rules: ```python def congratulate_sales_rep(row: models.Order, old_row: models.Order, logic_row: LogicRow): pass # event code here - sending email, messages, etc. Rule.commit_row_event(on_class=models.Order, calling=congratulate_sales_rep) ``` Note there are multiple kinds of events, so you can control whether they run before or after rule execution. For more information, [see here](https://apilogicserver.github.io/Docs/Logic-Type-Constraint). &nbsp; ## LogicRow: old_row, verb, etc A key argument to functions is `logic_row`: * **Wraps row and old_row,** plus methods for insert, update and delete - rule enforcement * **Additional instance variables:** ins_upd_dlt, nest_level, session, etc. * **Helper Methods:** are_attributes_changed, set_same_named_attributes, get_parent_logic_row(role_name), get_derived_attributes, log, is_inserted, etc Here is an example: ```python """ STATE TRANSITION LOGIC, using old_row """ def raise_over_20_percent(row: models.Employee, old_row: models.Employee, logic_row: LogicRow): if logic_row.ins_upd_dlt == "upd" and row.Salary > old_row.Salary: return row.Salary >= Decimal('1.20') * old_row.Salary else: return True Rule.constraint(validate=models.Employee, calling=raise_over_20_percent, error_msg="{row.LastName} needs a more meaningful raise") ``` Note the `log` method, which enables you to write row/old_row into the log with a short message: ```python logic_row.log("no manager for this order's salesrep") ``` &nbsp; ## Declarative Logic: Important Notes Logic *declarative*, which differs from conventional *procedural* logic: 1. **Automatic Invocation:** you don't call the rules; they execute in response to updates (via SQLAlchemy events). 2. **Automatic Ordering:** you don't order the rules; execution order is based on system-discovered depencencies. 3. **Automatic Optimizations:** logic is optimized to reduce SQLs. * Rule execution is *pruned* if dependent attributes are not altered * SQL is optimized, e.g., `sum` rules operate by *adjustment*, not expensive SQL `select sum` These simplify maintenance / iteration: you can be sure new logic is always called, in the correct order. &nbsp; ## Debugging Debug rules using **system-generated logic log** and your **IDE debugger**; for more information, [see here](https://apilogicserver.github.io/Docs/Logic-Use). &nbsp; ### Using the debugger Use the debugger as shown below. Note you can stop in lambda functions. ![Logic Debugger](https://apilogicserver.github.io/Docs/images/logic/logic-debug.png) &nbsp; ### Logic Log Logging is performed using standard Python logging, with a logger named `logic_logger`. Use `info` for tracing, and `debug` for additional information (e.g., all declared rules are logged). In addition, the system logs all rules that fire, to aid in debugging. Referring the the screen shot above: * Each line represents a rule execution, showing row state (old/new values), and the _{reason}_ that caused the update (e.g., client, sum adjustment) * Log indention shows multi-table chaining &nbsp; ## How Logic works *Activation* occurs in `api_logic_server_run.py`: ```python LogicBank.activate(session=session, activator=declare_logic, constraint_event=constraint_handler) ``` This installs the rule engine as a SQLAlchemy event listener (`before_flush`). So, Logic *runs* automatically, in response to transaction commits (typically via the API). Rules plug into SQLAlchemy events, and execute as follows: | Logic Phase | Why It Matters | |:-----------------------------|:---------------------| | **Watch** for changes at the attribute level | Performance - Automatic Attribute-level Pruning | | **React** by recomputing value | Ensures Reuse - Invocation is automatic<br>Derivations are optimized (e.g. *adjustment updates* - not aggregate queries) | | **Chain** to other referencing data | Simplifies Maintenance - ordering is automatic<br>Multi-table logic automation |
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/logic/readme_declare_logic.md
readme_declare_logic.md
import logging, sys, io from flask import Flask, redirect, send_from_directory, send_file from config import Config from config import Args from pathlib import Path import os, inspect from safrs import ValidationError admin_logger = logging.getLogger(__name__) # log levels: critical < error < warning(20) < info(30) < debug did_send_spa = False def get_sra_directory(args: Args) -> str: """ return location of minified sra, which can be... 1. in the venv (from install or Docker) -- the normal case (small projects, less git) 2. local to project: ui/safrs-react-admin 3. in env(APILOGICSERVER_HOME | APILOGICPROJECT_APILOGICSERVER_HOME) This enables the sra code to be re-used, reducing app size 32MB -> 2.5 MB """ directory = 'ui/safrs-react-admin' # local project sra typical API Logic Server path (index.yaml) if Path(directory).joinpath('robots.txt').is_file(): admin_logger.debug("return_spa - using local directory") else: # else use installed sra - from venv, or, for dev, in APILOGICSERVER_HOME try: # works for installed, docker, codespaces. not Azure from api_logic_server_cli.create_from_model import api_logic_server_utils as api_logic_server_utils except: dev_home = os.getenv('APILOGICSERVER_HOME') if dev_home: admin_logger.debug("ApiLogicServer not in venv, trying APILOGICSERVER_HOME") else: dev_home = args.api_logic_server_home if dev_home: admin_logger.debug("ApiLogicServer not in venv, trying APILOGICPROJECT_APILOGICSERVER_HOME") else: dev_home = os.getenv('HOME') if not dev_home: raise Exception('ApiLogicServer not in venv, env APILOGICSERVER_HOME or HOME must be set') sys.path.append(dev_home) from api_logic_server_cli.create_from_model import api_logic_server_utils as api_logic_server_utils admin_logger.debug("return_spa - install directory") utils_str = inspect.getfile(api_logic_server_utils) sra_path = Path(utils_str).parent.joinpath('safrs-react-admin-npm-build') directory = str(sra_path) return directory def admin_events(flask_app: Flask, args: Args, validation_error: ValidationError): """ events for serving minified safrs-admin, using admin.yaml """ @flask_app.route("/admin/<path:path>") def start_custom_app_return_spa(path=None): """ Step 1 - Start Custom App, and return minified safrs-react-admin app (acquired from safrs-react-admin/build) Custom url: http://localhost:5656/admin/custom_app """ global did_send_spa admin_logger.debug(f'API Logic Server - Start Custom App, return minified sra') if True or not did_send_spa: did_send_spa = True admin_logger.info(f'\nStart Custom App ({path}): return spa "ui/safrs-react-admin", "index.html"\n') directory = get_sra_directory(args) return send_from_directory(directory, 'index.html') # unsure how admin finds custom url @flask_app.route('/') def start_default_app(): """ Step 1 - Start default Admin App Default URL: http://localhost:5656/ """ admin_logger.info(f'API Logic Server - Start Default App - redirect /admin-app/index.html') return redirect('/admin-app/index.html') # --> return_spa @flask_app.route("/admin-app/<path:path>") def return_spa(path=None): """ Step 2 - return minified sra for default admin app """ global did_send_spa if path == "home.js": directory = "ui/admin" else: directory = get_sra_directory(args) if not did_send_spa: did_send_spa = True admin_logger.debug(f'return_spa - directory = {directory}, path= {path}') return send_from_directory(directory, path) @flask_app.route('/ui/admin/<path:path>') def admin_yaml(path=None): """ Step 3 - return admin file response (to now-running safrs-react-admin app) and text-substitutes to get url args from startup args (avoid specify twice for *both* server & admin.yaml) api_root: {http_type}://{swagger_host}:{port}/{api} (from ui_admin_creator) auth/endpoint: {http_type}://{swagger_host}:{port}/api/auth/login e.g. http://localhost:5656/ui/admin/admin.yaml """ use_type = "mem" if use_type == "mem": with open(f'ui/admin/{path}', "r") as f: # path is admin.yaml for default url/app content = f.read() if args.client_uri is not None: content = content.replace( '{http_type}://{swagger_host}:{port}', args.client_uri ) content = content.replace("{api}", args.api_prefix[1:]) else: content = content.replace("{http_type}", args.http_scheme) content = content.replace("{swagger_host}", args.swagger_host) content = content.replace("{port}", str(args.swagger_port)) # note - codespaces requires 443 here (typically via args) content = content.replace("{api}", args.api_prefix[1:]) if Config.SECURITY_ENABLED == False: content = content.replace("authentication", 'no-authentication') admin_logger.debug(f'loading ui/admin/admin.yaml') mem = io.BytesIO(str.encode(content)) return send_file(mem, mimetype='text/yaml') else: response = send_file("ui/admin/admin.yaml", mimetype='text/yaml') return response @flask_app.route('/ui/images/<path:path>') def get_image(path=None): """ return requested image data: Employee/janet.jpg url: http://localhost:5656/ui/images/Employee/janet.jpg """ response = send_file(f'ui/images/{path}', mimetype='image/jpeg') return response @flask_app.errorhandler(ValidationError) def handle_exception(e: ValidationError): res = {'code': e.status_code, 'errorType': 'Validation Error', 'errorMessage': e.message} # if debug: # res['errorMessage'] = e.message if hasattr(e, 'message') else f'{e}' return res, 400 @flask_app.after_request def after_request(response): ''' Enable CORS. Disable it if you don't need CORS or install Cors Library https://parzibyte.me/blog ''' response.headers[ "Access-Control-Allow-Origin"] = "*" # <- You can change "*" for a domain for example "http://localhost" response.headers["Access-Control-Allow-Credentials"] = "true" response.headers["Access-Control-Allow-Methods"] = "POST, GET, OPTIONS, PUT, DELETE, PATCH" response.headers["Access-Control-Allow-Headers"] = \ "Accept, Content-Type, Content-Length, Accept-Encoding, X-CSRF-Token, Authorization" # admin_logger.debug(f'cors after_request - response: {str(response)}') return response
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/ui/admin/admin_loader.py
admin_loader.py
const sla_doc = '<div class="MuiTypography-root jss4" style="color: rgba(0, 0, 0, 0.66)">' + '<div style="text-align:center">' + '<h2>Welcome to API Logic Server</h2>' + '</div><br>' + '<h3><a class="custom" style="color: #3f51b5;" rel="nofollow" href="https://apilogicserver.github.io/Docs/" target="_blank">API Logic Server</a> ' + 'creates <i>customizable</i> model-driven systems, instantly from your ' + 'database:' + '</h3>' + '<h4>1. Automatic Admin App</h4>' + '<ul>' + ' <li>For instant collaboration and Back Office data maintenance</li>' + ' <li>Rich functionality: multi-page, multi-table</li>' + ' <li>Explore this Admin App, ' + ' and how to <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Admin-Customization/" target="_blank">customize it</a></li>' + '</ul>' + '<h4>2. API, with <a class="custom" style="color: #3f51b5;" rel="nofollow" href="/api_logic_server_api_name" target="_blank">oas/Swagger</a></h4>' + '<ul>' + ' <li>For custom app dev, integration</li>' + ' <li>Rich functionality: endpoint for each table, with filtering, pagination, related data</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/API-Customize/" target="_blank">Customizable</a>: add your own endpoints</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="http://localhost:5656/stop" target="_blank">Stop</a> the server</li>' + '</ul>' + '<h4>3. Business Logic, for <span class="JoinedField" title="Often nearly half the app -- automation required"><span>backend processing</span> </span></h4>' + '<ul>' + ' <li>Spreadsheet-like rules for multi-table derivations and constraints</li>' + ' <li>Extensible with Python events for email, messages, etc</li>' + ' <li><a class="custom" style="color: #3f51b5" rel="nofollow" href="https://apilogicserver.github.io/Docs/Logic-Why/" target="_blank">Explore</a> ' + ' how logic can meaningfully improve ' + ' <a class="custom" style="color: #3f51b5" rel="nofollow" href="https://github.com/valhuber/LogicBank/wiki/by-code" title="Rules are 40X more concise than code, and address over 95% of database logic" target="_blank">conciseness</a> ' + ' and quality</li>' + '</ul>' + '</div>' function getContent(){ let result = '<button class="MuiButtonBase-root MuiButton-root MuiButton-text makeStyles-widget-159 MuiButton-textPrimary" tabindex="0" type="button" ><span class="MuiButton-label">Loaded External Component. </span></button>'; result = "" result += sla_doc; return result; }
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/ui/admin/home.js
home.js
This project integrates [Alembic](https://alembic.sqlalchemy.org/en/latest/index.html) to perform database migrations. * Manual: create migration scripts by hand, or * Autogenerate: alter your `database/models.py`, and have alembic create the migration scripts for you This project is preconfigured for alembic migrations: * initialized `database/alembic` directory * configured `database/alembic/env.py` for autogenerations * configured `database/alembic.ini` for directory structure ## Manual As described in the [Tutorial](https://alembic.sqlalchemy.org/en/latest/tutorial.html): ``` cd database alembic revision -m "my revision" ``` This will create `database/alembic/versions/xxx_my_revision.py`. * edit the `upgrade()` and `downgrade()` functions as shown in the Tutorial Then, to run the script ``` alembic upgrade head ``` ## Autogenerate [Autogenerate](https://alembic.sqlalchemy.org/en/latest/autogenerate.html) can be used to forward engineer an altered `database/models.py` to create migration scripts: ``` cd database alembic revision --autogenerate -m "Added Tables and Columns" # used to create version alembic upgrade head # runs the version, as above for Manual ``` #### Example - Sample Database Alter your model by pasting in the following, then follow the procedure above: ``` class CategoryNew(SAFRSBase, Base): __tablename__ = 'CategoryNew' Id = Column(Integer, primary_key=True) Name = Column(String(8000)) Description = Column(String(8000)) # NewCol = Column(String(8000)) ``` Then, comment out the NewCol line, and repeat the migration. > Note: this generates a number of warnings for the sample database. These are caused by _autonum_ columns declared as _null allowed_. These warnings are benign, and should not affect your own databases. ## Next steps Consider using [API Logic Server `rebuild`](https://github.com/valhuber/ApiLogicServer/wiki#rebuilding) services to upgrade your API and admin app.
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/database/alembic/readme.md
readme.md
from logging.config import fileConfig from sqlalchemy import engine_from_config from sqlalchemy import pool from alembic import context # this is the Alembic Config object, which provides # access to the values within the .ini file in use. config = context.config # Interpret the config file for Python logging. # This line sets up loggers basically. if config.config_file_name is not None: fileConfig(config.config_file_name) # add your model's MetaData object here # for 'autogenerate' support # customized for ApiLogicServer from database.models import Base target_metadata = Base.metadata # other values from the config, defined by the needs of env.py, # can be acquired: # my_important_option = config.get_main_option("my_important_option") # ... etc. def run_migrations_offline(): """Run migrations in 'offline' mode. This configures the context with just a URL and not an Engine, though an Engine is acceptable here as well. By skipping the Engine creation we don't even need a DBAPI to be available. Calls to context.execute() here emit the given string to the script output. """ url = config.get_main_option("sqlalchemy.url") context.configure( url=url, target_metadata=target_metadata, literal_binds=True, dialect_opts={"paramstyle": "named"}, ) with context.begin_transaction(): context.run_migrations() def run_migrations_online(): """Run migrations in 'online' mode. In this scenario we need to create an Engine and associate a connection with the context. """ connectable = engine_from_config( config.get_section(config.config_ini_section), prefix="sqlalchemy.", poolclass=pool.NullPool, ) with connectable.connect() as connection: context.configure( connection=connection, target_metadata=target_metadata ) with context.begin_transaction(): context.run_migrations() print("hello") if context.is_offline_mode(): run_migrations_offline() else: run_migrations_online()
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/database/alembic/env.py
env.py
Without customization, your API supports multi-table retrieval. For more information, [see here](https://apilogicserver.github.io/Docs/API-Multi-Table). This describes how to *add new endpoints*. For more information, [see here](https://apilogicserver.github.io/Docs/API-Customize). &nbsp; ## Examples Examples from tutorial project: * Examples drawn from [tutorial project](https://github.com/ApiLogicServer/demo/blob/main/api/customize_api.py) * Use Shift + "." to view in project mode &nbsp; ### New Endpoint: Standard Flask with Security, not exposed in Swagger Use standard Flask / SQLAlchemy (background [here](https://docs.sqlalchemy.org/en/20/core/connections.html)): ```python @app.route('/filters_cats') @admin_required() def filters_cats(): """ Illustrates: * Explore SQLAlchemy and/or filters. Test (returns rows 2-5) (no auth): curl -X GET "http://localhost:5656/filters_cats [no-filter | simple-filter]" """ from sqlalchemy import and_, or_ filter_type = request.args.get('filter') if filter_type is None: filter_type = "multiple filters" db = safrs.DB # Use the safrs.DB, not db! session = db.session # sqlalchemy.orm.scoping.scoped_session Security.set_user_sa() # an endpoint that requires no auth header (see also @admin_required) if filter_type.startswith("n"): results = session.query(models.Category) # .filter(models.Category.Id > 1) elif filter_type.startswith("s"): # normally coded like this results = session.query(models.Category) \ .filter(models.Category.Id > 1) \ .filter(or_((models.Category.Client_id == 2), (models.Category.Id == 5))) else: # simulate grant logic (multiple filters) client_grant = models.Category.Client_id == 2 id_grant = models.Category.Id == 5 grant_filter = or_( client_grant, id_grant) results = session.query(models.Category) \ .filter(models.Category.Id > 1) \ .filter(grant_filter) return_result = [] for each_result in results: row = { 'id': each_result.Id, 'name': each_result.CategoryName} return_result.append(row) return jsonify({ "success": True, "results": return_result}) ``` &nbsp; ### New Endpoint: Standard Flask, exposed in Swagger ```python class CategoriesEndPoint(safrs.JABase): """ Illustrates * Swagger-visible RPC that requires authentication (@jwt_required()). Test in swagger (auth required) * Post to endpoint auth to obtain <access_token> value - copy it to clipboard * Authorize (top of swagger), using Bearer <access_token> * Post to CategoriesEndPoint/get_cats, observe only row 1 returned """ @staticmethod @jwt_required() @jsonapi_rpc(http_methods=['POST'], valid_jsonapi=False) def get_cats(): db = safrs.DB session = db.session # Security.set_user_sa() # use to bypass authorization (also requires @admin_required) result = session.query(models.Category) for each_row in result: app_logger.debug(f'each_row: {each_row}') rows = util.rows_to_dict(result) response = {"result": rows} return response ``` &nbsp; ## Data Access The samples also illustrate several forms of data access, summarized in the table below. Note the use of `util.py`, included with all projects. | Function | Auth required | Illustrates | Util Usage | |:-------------- |:------------------------------|:-----------------------------------|:--------------------------------------------------------------------------------------| | ```order_nested_objects()``` | | Nested Model Objects | util.format_nested_objects() jsoniify(row).json | | ```get_cats()``` | Y | Model query |Util.rows_to_dict<br>..row.to_dict | | ```filters_cats()``` | Y | Model query, filters | No: No - Manual {} creation | | ```raw_sql_cats()``` | | Raw sql | Util.rows_to_dict<br>..fields iterator |
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/api/readme_customize_api.md
readme_customize_api.md
import logging import util import safrs from flask import request, jsonify from safrs import jsonapi_rpc from database import models # called by api_logic_server_run.py, to customize api (new end points, services). # separate from expose_api_models.py, to simplify merge if project recreated app_logger = logging.getLogger(__name__) def expose_services(app, api, project_dir, swagger_host: str, PORT: str): """ Customize API - new end points for services Brief background: see readme_customize_api.md """ app_logger.debug("api/customize_api.py - expose custom services") @app.route('/hello_world') def hello_world(): # test it with: http://api_logic_server_host:api_logic_server_port/hello_world?user=ApiLogicServer """ This is inserted to illustrate that APIs not limited to database objects, but are extensible. See: https://apilogicserver.github.io/Docs/API-Customize/ See: https://github.com/thomaxxl/safrs/wiki/Customization """ user = request.args.get('user') return jsonify({"result": f'hello, {user}'}) @app.route('/stop') def stop(): # test it with: http://localhost:5656/stop?msg=API stop - Stop API Logic Server """ Use this to stop the server from the Browser. See: https://stackoverflow.com/questions/15562446/how-to-stop-flask-application-without-using-ctrl-c See: https://github.com/thomaxxl/safrs/wiki/Customization """ import os, signal msg = request.args.get('msg') app_logger.info(f'\nStopped server: {msg}\n') os.kill(os.getpid(), signal.SIGINT) return jsonify({ "success": True, "message": "Server is shutting down..." }) @app.route('/server_log') def server_log(): """ Used by test/api_logic_server_behave/features/steps/test_utils.py - enables client app to log msg into server Special support for the msg parameter -- Rules Report """ return util.server_log(request, jsonify) @app.route('/metadata') def metadata(): """ Returns json for list of resources, with optional attribute name/type, eg curl -X GET "http://localhost:5656/metadata?resource=Category&include=attributes" curl -X GET "http://localhost:5656/metadata?include=attributes" """ from typing import List, Dict import inspect import sys from sqlalchemy.ext.declarative import declarative_base resource_name = request.args.get('resource') include_attributes = False include = request.args.get('include') if include: include_attributes = "attributes" in include resource_list = [] # array of attributes[], name (so, the name is last...) resource_objs = {} # objects, named = resource_name models_name = "database.models" cls_members = inspect.getmembers(sys.modules["database.models"], inspect.isclass) for each_cls_member in cls_members: each_class_def_str = str(each_cls_member) if (f"'{models_name}." in str(each_class_def_str) and "Ab" not in str(each_class_def_str)): each_resource_name = each_cls_member[0] each_resource_class = each_cls_member[1] each_resource_mapper = each_resource_class.__mapper__ if resource_name is None or resource_name == each_resource_name: resource_object = {"name": each_resource_name} resource_list.append(resource_object) resource_objs[each_resource_name] = {} if include_attributes: attr_list = [] for each_attr in each_resource_mapper.attrs: if not each_attr._is_relationship: try: attribute_object = {"name": each_attr.key, "type": str(each_attr.expression.type)} except: attribute_object = {"name": each_attr.key, "type": "unkown"} attr_list.append(attribute_object) resource_object["attributes"] = attr_list resource_objs[each_resource_name] = {"attributes": attr_list} # pick the format you like return_result = {"resources": resource_list} return_result = {"resources": resource_objs} return jsonify(return_result)
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/api/customize_api.py
customize_api.py
## Problem Statement Optimistic locking is a valuable feature for interactive systems, to **avoid update overwrites** and **maximize concurrency**, **without requiring special database columns**. &nbsp; ### Constraints Most systems operate under the following constraints: 1. **Maximize concurrency** by be eliminating long-duration locks * Rows cannot be locked (pessimistically) on read, _in case_ they are updated 2. **No special columns**, such as `VersionNumber` * Database design is often constrained by other applications, or by internal standards 3. **Minimize network traffic** and keep client coding simple * E.g., unwieldy to send all "old" values back &nbsp; ### Avoid Update Overwrites Within these constraints, the key objective is avoid overwriting updates. Consider the following scenario: | Time | User | Action | |:----- |:-------|:----| | T0 | U1 | Reads Row.Column with value V1 | | T1 | U2 | Reads same row | | T2 | U1 | Updates row with value V2 | | T3 | U2 | Updates row with value V3 - V2 value overwritten, U1 not happy | The objective, then, is to ***avoid overwriting U1's update***. &nbsp; ### Optimistic Locking A widely accepted solution is **optimistic locking:** 1. On reads, no database locks are acquired 2. On update, ensure the row has not changed since the user read it &nbsp; ## Approach: virtual `CheckSum` to detect changes Before summarizing the approach, we note some key elements provided by architectural components. &nbsp; ### Background: Key Architectural Elements &nbsp; #### 1. SAFRS `@jsonapi_attr` SAFRS API provides adding derived virtual (non-stored) attributes: [`@jsonapi_attr`](https://github.com/thomaxxl/safrs/blob/master/examples/demo_pythonanywhere_com.py) * This enables the server to compute unstored values, here, `S_CheckSum` * SAFRS supports sending such values on client `patch` operations, so it is visible in logic &nbsp; #### 2. SQLAlchemy `loaded_as_persistent` SQLAlchemy provides the `loaded_as_persistent` [event](https://docs.sqlalchemy.org/en/20/orm/events.html#sqlalchemy.orm.SessionEvents.loaded_as_persistent), enabling us to compute the `CheckSum`, store it in the row, so we can later check it on update. &nbsp; #### 3. The rules engine supports generic `before_logic` This enables us to check the row compare `CheckSum` values before updates; see [`logic/declare_logic](https://github.com/ApiLogicServer/demo/blob/main/logic/declare_logic.py). Note such logic has access to the about-to-be-updated row, and the old-row. &nbsp; ### Creation options You can configure optimistic locking when you create projects, with the following 2 CLI arguments: 1. `--opt_locking_attr` - this is the name of the attribute that contains the CheckSum. It defaults to `S_CheckSum` 2. `--opt_locking` - select one of the following (default is *optional*): | Option | Included on `Get` | Checked on `Patch` | |:----- |:-------|:----| | **ignored** | Never | Never | | **optional** | Always | Yes - but no error if omitted | | **required** | Always | Yes - error if omitted | &nbsp; ### Configuration options You can override the created `opt_locking` on server startup: * by updating the Config file, and * by using the `OPT_LOCKING` Env variable. The options are the same as shown in the table above. Note the env variables can be set on your IDE Run Configurations. &nbsp; ### Processing Overview The approach is summarized in the table below. See the the code in [`api/system/opt_locking/opt_locking.py`](https://github.com/ApiLogicServer/demo/blob/main/api/system/opt_locking/opt_locking.py) for details. &nbsp; | Phase | Responsibility | Action | Notes | |:-----|:-------|:-------|:----| | Design Time | **System** | Declare <`opt_locking_attr`> as a `@jsonapi_attr` | Project creation (CLI) builds `models.py` with @json_attr | | Runtime - Read | **System** | Compute Checksum | `opt_locking#loaded_as` (setup from from api_logic_server_run.py) | | Runtime - Call Patch | **User** App Code,<br>Admin App | Return as-read-Checksum | See examples below | | Runtime - Process Patch | **System** | Compare CheckSums: as-read vs. current | `opt_locking#opt_locking_patch`, via `logic/declare_logic.py`: generic before event | &nbsp; ---- &nbsp; ## Exploring Optimistic Locking You can explore this using the sample database with the the Admin App, or with the cURL commands below. Use the `No Security` run config. &nbsp; ### Category `Patch` - Missing S_Checksum passes This should bypass optlock check and report "can't be x" ``` curl -X 'PATCH' \ 'http://localhost:5656/api/Category/1/' \ -H 'accept: application/vnd.api+json' \ -H 'Content-Type: application/json' \ -d '{ "data": { "attributes": { "Description": "x" }, "type": "Category", "id": "1" } }' ``` &nbsp; ### Category `Patch` - Invalid S_Checksum raises exception This should fail "Sorry, row altered by another user..." ``` curl -X 'PATCH' \ 'http://localhost:5656/api/Category/1/' \ -H 'accept: application/vnd.api+json' \ -H 'Content-Type: application/json' \ -d '{ "data": { "attributes": { "Description": "x", "S_CheckSum": "Invalid S_Checksum raises exception" }, "type": "Category", "id": "1" } }' ``` &nbsp; ### Category 9 `Patch` valid S_CheckSum passes This should bypass optlock check and report "can't be x" ``` curl -X 'PATCH' \ 'http://localhost:5656/api/Category/9/' \ -H 'accept: application/vnd.api+json' \ -H 'Content-Type: application/json' \ -d '{ "data": { "attributes": { "Description": "x", "S_CheckSum": "83926768455664603" }, "type": "Category", "id": "9" } }' ``` &nbsp; ### Order 10643 Set Shipped (from null) This case tests different attribute ordering (per alias attribute), resulting in different checksums. Be sure to replace the db.sqlite after the test, since this changes it. ``` curl -X 'PATCH' \ 'http://localhost:5656/api/Order/10643/' \ -H 'accept: application/vnd.api+json' \ -H 'Content-Type: application/json' \ -d '{ "data": { "attributes": { "RequiredDate": "2013-10-13", "Id": 10643 }, "type": "Order", "id": 10643 } }' ``` ``` curl -X 'GET' \ 'http://localhost:5656/api/Order/10643/?include=parent%2COrderDetailList%2CCustomer%2CLocation%2CEmployee%2COrderList&fields%5BOrder%5D=ShipZip%2CId%2CCustomerId%2CEmployeeId%2COrderDate%2CRequiredDate%2CShippedDate%2CShipVia%2CFreight%2CShipName%2CShipAddress%2CShipCity%2CShipRegion%2CShipCountry%2CAmountTotal%2CCountry%2CCity%2CReady%2COrderDetailCount%2CCloneFromOrder%2C_check_sum_%2CCheckSum' \ -H 'accept: application/vnd.api+json' \ -H 'Content-Type: application/vnd.api+json' ```
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/api/system/opt_locking/readme.md
readme.md
import datetime from decimal import Decimal from logic_bank.exec_row_logic.logic_row import LogicRow from logic_bank.extensions.rule_extensions import RuleExtension from logic_bank.logic_bank import Rule from database import models import logging import sqlalchemy from sqlalchemy import inspect from sqlalchemy import event from safrs import SAFRSBase from safrs.util import classproperty from safrs.errors import JsonapiError from http import HTTPStatus from config import OptLocking from config import Args as args logger = logging.getLogger(__name__) def opt_locking_setup(session): """ Listen_for read events - set rows' CheckSum property for optimistic locking Called at Server start (api_logic_server_run)... """ @event.listens_for(session, 'loaded_as_persistent') def receive_loaded_as_persistent(session, instance): "listen for the 'loaded_as_persistent' (get) event - set CheckSum" checksum_value = checksum_row(instance) logger.debug(f'checksum_value: {checksum_value}') setattr(instance, "_check_sum_property", checksum_value) def checksum(list_arg: list) -> str: """ Args: list_arg (list): list of (rows') attribute values Returns: int: hash(list values), with special handling for None """ real_tuple = [] skip_none = True # work-around for non-repeatable hash(None) if skip_none: # https://bugs.python.org/issue19224 real_tuple = [] for each_entry in list_arg: if each_entry is None: real_tuple.append(13) else: real_tuple.append(each_entry) result = hash(tuple(real_tuple)) # print(f'checksum[{result}] from row: {list_arg})') result = str(result) # maxint 870744036720833075 https://stackoverflow.com/questions/47188449/json-max-int-number return result def checksum_row(row: object) -> str: """ Args: row (object): SQLAlchemy row Returns: int: hash(row attributes), using checksum() """ inspector = inspect(row) mapper = inspector.mapper iterate_properties = mapper.iterate_properties attr_list = [] for each_property in iterate_properties: # does not include CheckSum if each_property.key == "CheckSum": logger.debug(f'checksum_row (CheckSum) - good place for breakpoint') if isinstance(each_property, sqlalchemy.orm.properties.ColumnProperty): # logger.debug(f'row.property: {each_property} [{getattr(row, each_property.key)}] <{type(each_property)}>') attr_list.append(getattr(row, each_property.class_attribute.key)) return_value = checksum(attr_list) # logger.debug(f'checksum_row (get) [{return_value}], inspector: {inspector}') return return_value def checksum_old_row(logic_row: object) -> str: """ Args: logic_row (object): old_row (from LogicBank via declare_logic) Returns: int: hash(old_row attributes), using checksum() """ inspector = inspect(logic_row.row) # get the mapper from row, values from old_row mapper = inspector.mapper iterate_properties = mapper.iterate_properties attr_list = [] for each_property in iterate_properties: # does not include CheckSum if each_property.key == "CheckSum": logger.debug(f'checksum_row (CheckSum) - good place for breakpoint') if isinstance(each_property, sqlalchemy.orm.properties.ColumnProperty): # logger.debug(f'old_row.property: {each_property} [{getattr(logic_row.old_row, each_property.key)}] <{type(each_property)}>') attr_list.append(getattr(logic_row.old_row, each_property.class_attribute.key)) return_value = checksum(attr_list) # logger.debug(f'checksum_row (get) [{return_value}], inspector: {inspector}') return return_value class ALSError(JsonapiError): def __init__(self, message, status_code=HTTPStatus.BAD_REQUEST): super().__init__() self.message = message self.status_code = status_code def opt_lock_patch(logic_row: LogicRow): """ Called by logic/declare_logic in early (before logic) event for updates (patch) Compares as_read_checksum to old_row_checksum, to determine whether row changed since read - as_read_checksum is submitted in patch by client, from initial get (see receive_loaded_as_persistent) - old_row_checksum is provided by Logicbank - it's the current row on disk Args: logic_row (LogicRow): LogicBank row being updated Raises: ALSError: "Sorry, row altered by another user - please note changes, cancel and retry" ALSError: "Optimistic Locking error - required CheckSum not present" """ logger.debug(f'Opt Lock Patch') if hasattr(logic_row.row, "replace_opt_locking_attr"): as_read_checksum = logic_row.row.replace_opt_locking_attr old_row_checksum = checksum_old_row(logic_row) if as_read_checksum != old_row_checksum: logger.info(f"optimistic lock failure - as-read vs current: {as_read_checksum} vs {old_row_checksum}") raise ALSError(message="Sorry, row altered by another user - please note changes, cancel and retry") else: if args.opt_locking == OptLocking.OPTIONAL.value: logger.debug(f'No CheckSum -- ok, configured as optional') else: raise ALSError("Optimistic Locking error - required CheckSum not present")
ApiLogicServer
/ApiLogicServer-9.2.18-py3-none-any.whl/api_logic_server_cli/prototypes/base/api/system/opt_locking/opt_locking.py
opt_locking.py