Apollo conditional data sources & initialization lifecycle - graphql

I have a specific use case where a user’s data sources are conditional - e.g based on the data sources saved in the database for every specific user.
This also means every data source has unique credentials for every user, which is fine for RESTDataSource because I can use the willSendRequest to set the Authentication headers before each request.
However, I have custom data sources that have proprietary clients (for example JSForce for Salesforce) - and they have their own fetch mechanism.
As of now - I have a custom transformer directive that fetches the tokens from the database and adds it into the context - however, the directive is ran before the dataSource.initialize() method - so that I can’t use the credentials there because the context still doesn’t have it.
I also don’t want to initialize all data sources for every user even if he doesn’t use said data source in this request - but the dataSources() function doesn’t accept any parameter and is not contextual.
Bottom line is - is it possible to pass data sources conditionally based even on the Express request? When is the right time to pass the tokens and credentials to the dataSource? Maybe add my own custom init function and call it from the directive?

So you have options. Here are 2 choices:
1. Just add your dataSources
If you just initialize all dataSources, internally it can check to see if the user has access. You could have a getClient function that resolves on the client or throws an UnauthorizedError, depending.
2. Don't just add your dataSources
So if you really don't want to initialize the dataSources at ALL, you can absolutely do this by adding the "dataSources" yourself, just like Apollo does it.
const server = new ApolloServer({
// this example uses apollo-server-express
context: async ({ req, res }) => {
const accessToken = req.headers?.authorization?.split(' ')[1] || ''
const user = accessToken && buildUser(accessToken)
const context = { user }
// You can't use the name "dataSources" in your config because ApolloServer will puke, so I called them "services"
await addServices(context)
return context
}
})
const addServices = async (context) => {
const { user } = context;
const services = {
userAPI: new UserAPI(),
postAPI: new PostAPI(),
}
if (user.isAdmin) {
services.adminAPI = new AdminAPI()
}
const initializers = [];
for (const service of Object.values(services)) {
if (service.initialize) {
initializers.push(
service.initialize({
context,
cache: null, // or add your own cache
})
);
}
}
await Promise.all(initializers);
/**
* this is where you have to deviate from Apollo.
* You can't use the name "dataSources" in your config because ApolloServer will puke
* with the error 'Please use the dataSources config option instead of putting dataSources on the context yourself.'
*/
context.services = services;
}
Some notes:
1. You can't call them "dataSources"
If you return a property called "dataSources" on your context object, Apollo will not like it very much [meaning it throws an Error]. In my example, I used the name "services", but you can do whatever you want... except "dataSources".
With the above code, in your resolvers, just reference context.services.whatever instead.
2. This is what Apollo does
This pattern is copied directly from what Apollo already does for dataSources [source]
3. I recommend you still treat them as DataSources
I recommend you stick to the DataSources pattern and that your "services" all extend DataSource. It's going to be easier for everyone involved.
4. Type safety
If you're using TypeScript or something, you're going to lose a bit of type safety, since the context.services is either going to be one shape or another. Even if you're not, if you're not careful, you may end up throwing "Cannot read property users of undefined" errors instead of "Unauthorized" errors. You might be better off creating "dummy services" that reflect the same object shape but just throw Unauthorized.

Related

How to test a Nest.js parameter decorator that uses graphql execution context

I have created a decorator to retrieve the graphql query context and do some logic with it. It looks like this:
export const GraphQlProjections = (options?: ProjectionOptions) =>
createParamDecorator<ProjectionOptions, ExecutionContext, string[]>(
(opts: ProjectionOptions, ctx: ExecutionContext) => {
const gqlContext = GqlExecutionContext.create(ctx)
const info = gqlContext.getInfo()
const fields = Object.keys(fieldsProjection(info, opts))
return fields
}
)(options)
I'd like to write some unit tests for this - but I have no idea how to even go about it.
I've found some documentation for getting the decorator factory, but this does not help with setting up/mocking execution context to allow. Apollo server docs seem to reference some sort of mocking, but doesn't tell me how to achieve my goal.
I basically need to say 'Given this query, say, Query { user { name } }, what will my decorator return?'
To achieve this, it seems i need to somehow mock the execution context to contain a GraphQLResolveInfo object, which I also somehow need to generate. How can I achieve this? Or am i going about this the wrong way?

How do you handle optional schema/attribute?

I would like to know how do to handle an optional attribute in a schema.
For instance, I've got like:
const billSchema = new schema.Entity('bills')
billSchema.define({
_embedded: {
currentStep: stepSchema,
latestText: textSchema,
steps: [stepSchema],
}
})
Sometimes on some requests, "steps" exists but on others, it doesn't. And I 'd like not to create a schema for each type of API request.
Any idea?

Getting started with swashbuckle for blank web.api in vs2015

This is a beginner question. In 2015 I created a blank web.api project. I then added Swashbuckle 5.5.3 nuget package. I created a common controller listed below.
namespace StarterApi.Controllers
{
public class CommonController : ApiController
{
[HttpGet]
public HttpResponseMessage GetTestList(int id)
{
HttpResponseMessage msg = null;
try
{
//var principal = User as ClaimsPrincipal;
List<DDLDispValueVM> ctrList = new List<DDLDispValueVM> {
new DDLDispValueVM { Disp="one", Value="1"},
new DDLDispValueVM { Disp="two", Value="2"}
};
msg = Request.CreateResponse(HttpStatusCode.OK, ctrList);
}
catch (Exception ex)
{
msg = Request.CreateErrorResponse(HttpStatusCode.InternalServerError, ex);
}
return msg;
}
}
}
When I go to the url I get the swagger screen, but it is missing the Controller.
See Image.
I have a GitHub of the project at...
TestSwashbuckle
Here is the SwaggerConfig file
using System.Web.Http;
using WebActivatorEx;
using StarterApi;
using Swashbuckle.Application;
[assembly: PreApplicationStartMethod(typeof(SwaggerConfig), "Register")]
namespace StarterApi
{
public class SwaggerConfig
{
public static void Register()
{
var thisAssembly = typeof(SwaggerConfig).Assembly;
GlobalConfiguration.Configuration.EnableSwagger(c =>
{
// By default, the service root url is inferred from the request used to access the docs.
// However, there may be situations (e.g. proxy and load-balanced environments) where this does not
// resolve correctly. You can workaround this by providing your own code to determine the root URL.
//
//c.RootUrl(req => GetRootUrlFromAppConfig());
// If schemes are not explicitly provided in a Swagger 2.0 document, then the scheme used to access
// the docs is taken as the default. If your API supports multiple schemes and you want to be explicit
// about them, you can use the "Schemes" option as shown below.
//
//c.Schemes(new[] { "http", "https" });
// Use "SingleApiVersion" to describe a single version API. Swagger 2.0 includes an "Info" object to
// hold additional metadata for an API. Version and title are required but you can also provide
// additional fields by chaining methods off SingleApiVersion.
//
c.SingleApiVersion("v1", "StarterApi");
// If your API has multiple versions, use "MultipleApiVersions" instead of "SingleApiVersion".
// In this case, you must provide a lambda that tells Swashbuckle which actions should be
// included in the docs for a given API version. Like "SingleApiVersion", each call to "Version"
// returns an "Info" builder so you can provide additional metadata per API version.
//
//c.MultipleApiVersions(
// (apiDesc, targetApiVersion) => ResolveVersionSupportByRouteConstraint(apiDesc, targetApiVersion),
// (vc) =>
// {
// vc.Version("v2", "Swashbuckle Dummy API V2");
// vc.Version("v1", "Swashbuckle Dummy API V1");
// });
// You can use "BasicAuth", "ApiKey" or "OAuth2" options to describe security schemes for the API.
// See https://github.com/swagger-api/swagger-spec/blob/master/versions/2.0.md for more details.
// NOTE: These only define the schemes and need to be coupled with a corresponding "security" property
// at the document or operation level to indicate which schemes are required for an operation. To do this,
// you'll need to implement a custom IDocumentFilter and/or IOperationFilter to set these properties
// according to your specific authorization implementation
//
//c.BasicAuth("basic")
// .Description("Basic HTTP Authentication");
//
// NOTE: You must also configure 'EnableApiKeySupport' below in the SwaggerUI section
//c.ApiKey("apiKey")
// .Description("API Key Authentication")
// .Name("apiKey")
// .In("header");
//
//c.OAuth2("oauth2")
// .Description("OAuth2 Implicit Grant")
// .Flow("implicit")
// .AuthorizationUrl("http://petstore.swagger.wordnik.com/api/oauth/dialog")
// //.TokenUrl("https://tempuri.org/token")
// .Scopes(scopes =>
// {
// scopes.Add("read", "Read access to protected resources");
// scopes.Add("write", "Write access to protected resources");
// });
// Set this flag to omit descriptions for any actions decorated with the Obsolete attribute
//c.IgnoreObsoleteActions();
// Each operation be assigned one or more tags which are then used by consumers for various reasons.
// For example, the swagger-ui groups operations according to the first tag of each operation.
// By default, this will be controller name but you can use the "GroupActionsBy" option to
// override with any value.
//
//c.GroupActionsBy(apiDesc => apiDesc.HttpMethod.ToString());
// You can also specify a custom sort order for groups (as defined by "GroupActionsBy") to dictate
// the order in which operations are listed. For example, if the default grouping is in place
// (controller name) and you specify a descending alphabetic sort order, then actions from a
// ProductsController will be listed before those from a CustomersController. This is typically
// used to customize the order of groupings in the swagger-ui.
//
//c.OrderActionGroupsBy(new DescendingAlphabeticComparer());
// If you annotate Controllers and API Types with
// Xml comments (http://msdn.microsoft.com/en-us/library/b2s063f7(v=vs.110).aspx), you can incorporate
// those comments into the generated docs and UI. You can enable this by providing the path to one or
// more Xml comment files.
//
//c.IncludeXmlComments(GetXmlCommentsPath());
// Swashbuckle makes a best attempt at generating Swagger compliant JSON schemas for the various types
// exposed in your API. However, there may be occasions when more control of the output is needed.
// This is supported through the "MapType" and "SchemaFilter" options:
//
// Use the "MapType" option to override the Schema generation for a specific type.
// It should be noted that the resulting Schema will be placed "inline" for any applicable Operations.
// While Swagger 2.0 supports inline definitions for "all" Schema types, the swagger-ui tool does not.
// It expects "complex" Schemas to be defined separately and referenced. For this reason, you should only
// use the "MapType" option when the resulting Schema is a primitive or array type. If you need to alter a
// complex Schema, use a Schema filter.
//
//c.MapType<ProductType>(() => new Schema { type = "integer", format = "int32" });
// If you want to post-modify "complex" Schemas once they've been generated, across the board or for a
// specific type, you can wire up one or more Schema filters.
//
//c.SchemaFilter<ApplySchemaVendorExtensions>();
// In a Swagger 2.0 document, complex types are typically declared globally and referenced by unique
// Schema Id. By default, Swashbuckle does NOT use the full type name in Schema Ids. In most cases, this
// works well because it prevents the "implementation detail" of type namespaces from leaking into your
// Swagger docs and UI. However, if you have multiple types in your API with the same class name, you'll
// need to opt out of this behavior to avoid Schema Id conflicts.
//
//c.UseFullTypeNameInSchemaIds();
// Alternatively, you can provide your own custom strategy for inferring SchemaId's for
// describing "complex" types in your API.
//
//c.SchemaId(t => t.FullName.Contains('`') ? t.FullName.Substring(0, t.FullName.IndexOf('`')) : t.FullName);
// Set this flag to omit schema property descriptions for any type properties decorated with the
// Obsolete attribute
//c.IgnoreObsoleteProperties();
// In accordance with the built in JsonSerializer, Swashbuckle will, by default, describe enums as integers.
// You can change the serializer behavior by configuring the StringToEnumConverter globally or for a given
// enum type. Swashbuckle will honor this change out-of-the-box. However, if you use a different
// approach to serialize enums as strings, you can also force Swashbuckle to describe them as strings.
//
//c.DescribeAllEnumsAsStrings();
// Similar to Schema filters, Swashbuckle also supports Operation and Document filters:
//
// Post-modify Operation descriptions once they've been generated by wiring up one or more
// Operation filters.
//
//c.OperationFilter<AddDefaultResponse>();
//
// If you've defined an OAuth2 flow as described above, you could use a custom filter
// to inspect some attribute on each action and infer which (if any) OAuth2 scopes are required
// to execute the operation
//
//c.OperationFilter<AssignOAuth2SecurityRequirements>();
// Post-modify the entire Swagger document by wiring up one or more Document filters.
// This gives full control to modify the final SwaggerDocument. You should have a good understanding of
// the Swagger 2.0 spec. - https://github.com/swagger-api/swagger-spec/blob/master/versions/2.0.md
// before using this option.
//
//c.DocumentFilter<ApplyDocumentVendorExtensions>();
// In contrast to WebApi, Swagger 2.0 does not include the query string component when mapping a URL
// to an action. As a result, Swashbuckle will raise an exception if it encounters multiple actions
// with the same path (sans query string) and HTTP method. You can workaround this by providing a
// custom strategy to pick a winner or merge the descriptions for the purposes of the Swagger docs
//
//c.ResolveConflictingActions(apiDescriptions => apiDescriptions.First());
// Wrap the default SwaggerGenerator with additional behavior (e.g. caching) or provide an
// alternative implementation for ISwaggerProvider with the CustomProvider option.
//
//c.CustomProvider((defaultProvider) => new CachingSwaggerProvider(defaultProvider));
})
.EnableSwaggerUi(c =>
{
// Use the "InjectStylesheet" option to enrich the UI with one or more additional CSS stylesheets.
// The file must be included in your project as an "Embedded Resource", and then the resource's
// "Logical Name" is passed to the method as shown below.
//
//c.InjectStylesheet(containingAssembly, "Swashbuckle.Dummy.SwaggerExtensions.testStyles1.css");
// Use the "InjectJavaScript" option to invoke one or more custom JavaScripts after the swagger-ui
// has loaded. The file must be included in your project as an "Embedded Resource", and then the resource's
// "Logical Name" is passed to the method as shown above.
//
//c.InjectJavaScript(thisAssembly, "Swashbuckle.Dummy.SwaggerExtensions.testScript1.js");
// The swagger-ui renders boolean data types as a dropdown. By default, it provides "true" and "false"
// strings as the possible choices. You can use this option to change these to something else,
// for example 0 and 1.
//
//c.BooleanValues(new[] { "0", "1" });
// By default, swagger-ui will validate specs against swagger.io's online validator and display the result
// in a badge at the bottom of the page. Use these options to set a different validator URL or to disable the
// feature entirely.
//c.SetValidatorUrl("http://localhost/validator");
//c.DisableValidator();
// Use this option to control how the Operation listing is displayed.
// It can be set to "None" (default), "List" (shows operations for each resource),
// or "Full" (fully expanded: shows operations and their details).
//
//c.DocExpansion(DocExpansion.List);
// Specify which HTTP operations will have the 'Try it out!' option. An empty paramter list disables
// it for all operations.
//
//c.SupportedSubmitMethods("GET", "HEAD");
// Use the CustomAsset option to provide your own version of assets used in the swagger-ui.
// It's typically used to instruct Swashbuckle to return your version instead of the default
// when a request is made for "index.html". As with all custom content, the file must be included
// in your project as an "Embedded Resource", and then the resource's "Logical Name" is passed to
// the method as shown below.
//
//c.CustomAsset("index", containingAssembly, "YourWebApiProject.SwaggerExtensions.index.html");
// If your API has multiple versions and you've applied the MultipleApiVersions setting
// as described above, you can also enable a select box in the swagger-ui, that displays
// a discovery URL for each version. This provides a convenient way for users to browse documentation
// for different API versions.
//
//c.EnableDiscoveryUrlSelector();
// If your API supports the OAuth2 Implicit flow, and you've described it correctly, according to
// the Swagger 2.0 specification, you can enable UI support as shown below.
//
//c.EnableOAuth2Support(
// clientId: "test-client-id",
// clientSecret: null,
// realm: "test-realm",
// appName: "Swagger UI"
// //additionalQueryStringParams: new Dictionary<string, string>() { { "foo", "bar" } }
//);
// If your API supports ApiKey, you can override the default values.
// "apiKeyIn" can either be "query" or "header"
//
//c.EnableApiKeySupport("apiKey", "header");
});
}
}
}
4 items are still needed:
Uncomment the line in the SwaggerConfig Register() method that says c.IncludeXmlComments(GetXmlCommentsPath());
Add a private static string property to your SwaggerConfig class that specifies the path for the XML
private static string GetXmlCommentsPath()
{
var path = string.Format(#"{0}bin\StarterAPI.XML", System.AppDomain.CurrentDomain.BaseDirectory);
return path;
}
Generate XML by changing your build options as follows: in Project Properties, Build tab, Output section CHECK the XML documentation file and make it read: bin\StarterAPI.xml Notice that it is the same path as generated in the previous step...this links the build XML creation to the SwaggerConfig consumer.
Lastly, annotate your controller methods with /// tags , [HttpGet] annotations and [Route("")] annotations. The sample below looks mostly complete:
// GET api/Stuff/17205
/// <summary>
/// Returns Stuff record based on supplied Stuff_Id
/// </summary>
/// <param name="stuffId"></param>
/// <returns></returns>
[HttpGet]
[Route("api/Stuff/{stuffId}")]
public Stuff_Request Get(int stuffId) {
With Swashbuckle version 5.6.0 (actually you probably need only Swashbuckle.Core nuget package) you can configure it very easy.
Create SwaggerConfig class that looks like this:
public static class SwaggerConfig
{
public static void Register(HttpConfiguration configuration)
{
configuration.EnableSwagger(Configure).EnableSwaggerUi(ConfigureUi);
}
static void Configure(SwaggerDocsConfig config)
{
config.SingleApiVersion("V1", "MichalBialecki.com.Swagger.Example");
config.UseFullTypeNameInSchemaIds();
}
static void ConfigureUi(SwaggerUiConfig config)
{
config.DocExpansion(DocExpansion.None);
config.DisableValidator();
}
}
You also need to register it in Startup.cs:
SwaggerConfig.Register(config);
And that's it. It works for me.

Apollo Server - parse REST result in Connector, Resolver or Model

I am wrapping an older REST API service with an Apollo server. Calls to the REST service results in a JSON object that nests the payload 2 to 3 levels deep. For example:
{
- MRData: {
- CatTable : {
- Cats : []
And to further complicate matters, the nesting pattern and node names are different for each resource endpoint. So my question is, since each resource result will need custom manipulation, where is the best place to do it: in the Connector, Resolver or Model.
Connector
If done in the Connector, then a custom method is needed for each resource. Seems like a lot of boilerplate.
public fetchCats(resource: string) {
return new Promise<any>((resolve, reject) => {
request.get(url, (err, resp, body) => {
err ? reject(err) : resolve(JSON.parse(body).MRData.CatTable.Cats)
})
})
}
Resolver
The resolver method receives a promise but the result cannot be manipulated:
const allCats = (_, params, context) => context.cat.getCats()
.then((data) => { // to late to manipulate data here })
Model
The Model looks promising but not quite sure how to structure it:
public getCats() {
const cats = this.connector.fetchCats('/cats.json');
return cats;
}
Apollo will be (more often than not) integrated with REST API's. I'm looking forward discovering the best way to handle this case.
I would generally recommend doing the parsing in the connector, because they should abstract over the details of the backends. If connectors abstract over the backend, you should technically be able to switch out one backend for another when appropriate. For example you could switch from querying a REST API to sending queries directly to the database where it makes sense.
The consequence of this is that you'll need to build a new connector for every REST API, because no two REST APIs are the same.

When to use asObservable() in rxjs?

I am wondering what is the use of asObservable:
As per docs:
An observable sequence that hides the identity of the
source sequence.
But why would you need to hide the sequence?
When to use Subject.prototype.asObservable()
The purpose of this is to prevent leaking the "observer side" of the Subject out of an API. Basically to prevent a leaky abstraction when you don't want people to be able to "next" into the resulting observable.
Example
(NOTE: This really isn't how you should make a data source like this into an Observable, instead you should use the new Observable constructor, See below).
const myAPI = {
getData: () => {
const subject = new Subject();
const source = new SomeWeirdDataSource();
source.onMessage = (data) => subject.next({ type: 'message', data });
source.onOtherMessage = (data) => subject.next({ type: 'othermessage', data });
return subject.asObservable();
}
};
Now when someone gets the observable result from myAPI.getData() they can't next values in to the result:
const result = myAPI.getData();
result.next('LOL hax!'); // throws an error because `next` doesn't exist
You should usually be using new Observable(), though
In the example above, we're probably creating something we didn't mean to. For one, getData() isn't lazy like most observables, it's going to create the underlying data source SomeWeirdDataSource (and presumably some side effects) immediately. This also means if you retry or repeat the resulting observable, it's not going to work like you think it will.
It's better to encapsulate the creation of your data source within your observable like so:
const myAPI = {
getData: () => return new Observable(subscriber => {
const source = new SomeWeirdDataSource();
source.onMessage = (data) => subscriber.next({ type: 'message', data });
source.onOtherMessage = (data) => subscriber.next({ type: 'othermessage', data });
return () => {
// Even better, now we can tear down the data source for cancellation!
source.destroy();
};
});
}
With the code above, any behavior, including making it "not lazy" can be composed on top of the observable using RxJS's existing operators.
A Subject can act both as an observer and an observable.
An Obervable has 2 methods.
subscribe
unsubscribe
Whenever you subscribe to an observable, you get an observer which has next, error and complete methods on it.
You'd need to hide the sequence because you don't want the stream source to be publicly available in every component. You can refer to #BenLesh's example, for the same.
P.S. : When I first-time came through Reactive Javascript, I was not able to understand asObservable. Because I had to make sure I understand the basics clearly and then go for asObservable. :)
In addition to this answer I would mention that in my opinion it depends on the language in use.
For untyped (or weakly typed) languages like JavaScript it might make sense to conceal the source object from the caller by creating a delegate object like asObservable() method does. Although if you think about it it won't prevent a caller from doing observable.source.next(...). So this technique doesn't prevent the Subject API from leaking, but it indeed makes it more hidden form the caller.
On the other hand, for strongly typed languages like TypeScript the method asObservable() doesn't seem to make much sense (if any).
Statically typed languages solve the API leakage problem by simply utilizing the type system (e.g. interfaces). For example, if your getData() method is defined as returning Observable<T> then you can safely return the original Subject, and the caller will get a compilation error if attempting to call getData().next() on it.
Think about this modified example:
let myAPI: { getData: () => Observable<any> }
myAPI = {
getData: () => {
const subject = new Subject()
// ... stuff ...
return subject
}
}
myAPI.getData().next() // <--- error TS2339: Property 'next' does not exist on type 'Observable<any>'
Of course, since it all compiles to JavaScript in the end of the day there might still be cases when you want to create a delegate. But my point is that the room for those cases is much smaller then when using vanilla JavaScript , and probably in majority of cases you don't need that method.
(Typescript Only) Use Types Instead of asObservable()
I like what Alex Vayda is saying about using types instead, so I'm going to add some additional information to clarify.
If you use asObservable(), then you are running the following code.
/**
* Creates a new Observable with this Subject as the source. You can do this
* to create customize Observer-side logic of the Subject and conceal it from
* code that uses the Observable.
* #return {Observable} Observable that the Subject casts to
*/
asObservable(): Observable<T> {
const observable = new Observable<T>();
(<any>observable).source = this;
return observable;
}
This is useful for Javascript, but not needed in Typescript. I'll explain why below.
Example
export class ExampleViewModel {
// I don't want the outside codeworld to be able to set this INPUT
// so I'm going to make it private. This means it's scoped to this class
// and only this class can set it.
private _exampleData = new BehaviorSubject<ExampleData>(null);
// I do however want the outside codeworld to be able to listen to
// this data source as an OUTPUT. Therefore, I make it public so that
// any code that has reference to this class can listen to this data
// source, but can't write to it because of a type cast.
// So I write this
public exampleData$ = this._exampleData as Observable<ExampleData>;
// and not this
// public exampleData$ = this._exampleData.asObservable();
}
Both do the samething, but one doesn't add additional code calls or memory allocation to your program.
❌this._exampleData.asObservable();❌
Requires additional memory allocation and computation at runtime.
✅this._exampleData as Observable<ExampleData>;✅
Handled by the type system and will NOT add additional code or memory allocation at runtime.
Conclusion
If your colleagues try this, referenceToExampleViewModel.exampleData$.next(new ExampleData());, then it will be caught at compile time and the type system won't let them, because exampleData$ has been casted to Observable<ExampleData> and is no longer of type BehaviorSubject<ExampleData>, but they will be able to listen (.subscribe()) to that source of data or extend it (.pipe()).
This is useful when you only want a particular service or class to be setting the source of information. It also helps with separating the input from the output, which makes debugging easier.

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