Angular and RxJS

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According to original Documentation the pipable operator is that function take observables as a input and it returns another observable .previous observable stays unmodified. pipe(...fns: UnaryFunction<any, any>[]): UnaryFunction<any, any> Pipes let you combine multiple functions into a single function. The pipe() function takes as its arguments the functions you want to combine, and returns a new function that, when executed, runs the composed functions in...

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Use these quick guides before reading the article, or return to them when you need help preparing questions for a doctor.

Start here Choose the right pathway for symptoms, reports, medicines, or urgent warning signs. Disease article roadmap Read this topic step by step: meaning, symptoms, warning signs, diagnosis, treatment, prevention, and follow-up. Treatment planner Prepare questions about treatment choices, benefits, risks, side effects, and follow-up. Family & caregiver guide Organize symptoms, reports, medicines, questions, and follow-up safely. Nutrition & diet guide Prepare food, hydration, supplement, and medicine-timing questions safely. Prevention guide Organize risk factors, protective habits, screening, and warning signs. Recovery guide Prepare a safe plan for activity, rehabilitation, warning signs, and follow-up.
Educational health guideWritten for patient understanding and clinical awareness.
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Emergency safety firstUrgent warning signs are highlighted below.

According to original Documentation

the pipable operator is that function take observables as a input and it returns another observable .previous observable stays unmodified.

pipe(...fns: UnaryFunction<any, any>[]): UnaryFunction<any, any>

Pipes let you combine multiple functions into a single function. The pipe() function takes as its arguments the functions you want to combine, and returns a new function that, when executed, runs the composed functions in sequence.

The purpose of the PIPE() function is to lump together all the functions that take, and return observable. It takes an observable initially, then that observable is used throughout the pipe() function by each function used inside of it.

First function takes the observable, processes it, modify its value, and passes to the next function, then next function takes the output observable of the first function, processes it, and passes to the next function, then it goes on until all the functions inside of pipe() function use that observable, finally you have the processed observable. At the end you can execute the observable with subscribe() function to extract the value out of it. Remember, the values in the original observable are not changed.!!

Observable.pipe(function1(), function2(), function3(), function4())

And remember You need to call subscribe on the observable to execute the request.

Angular and RxJS

First note the difference between concepts pipe in the context of Angular and RxJS

We have pipes concept in Angular and pipe() function in RxJS.

  1. Pipes in Angular: A pipe takes in data as input and transforms it to the desired output https://angular.io/guide/pipes

  2. pipe() function in RxJS: You can use pipes to link operators together. Pipes let you combine multiple functions into a single function.

The pipe() function takes as its arguments the functions you want to combine, and returns a new function that, when executed, runs the composed functions in sequence. https://angular.io/guide/rx-library (search for pipes in this URL, you can find the same)

pipe() is a function/method that is used to chain multiple RxJS operators while map() and filter() are operators that operate and transform the values of an Observable (sequence of values). They are similar to the map() and filter() methods of JavaScript arrays.

What does this pipe() function exactly mean in this case?

return (
  this.http.get <
  Hero >
  url.pipe(
    tap((_) => this.log(`fetched hero id=${id}`)),
    catchError(this.handleError < Hero > `getHero id=${id}`),
  )
)

The pipe() in above example is the pipe() method of RxJS 5.5 (RxJS is the default for all Angular apps).

The pipe() function takes as its arguments the functions you want to combine, and returns a new function that, when executed, runs the composed functions in sequence.

tap() – RxJS tap operator will look at the Observable value and do something with that value. In other words, after a successful API request, the tap() operator will do any function you want it to perform with the response. In the example, it will just log that string.

catchError() – catchError does exactly the same thing but with error response. If you want to throw an error or want to call some function if you get an error, you can do it here. In the example, it will call handleError() and inside that, it will just log that string.

RxJS Operators are functions that build on the observables foundation to enable sophisticated manipulation of collections.

For example, RxJS defines operators such as map(), filter(), concat(), and flatMap().

You can use pipes to link operators together. Pipes let you combine multiple functions into a single function.

It decouples the streaming operations (map, filter, reduce…) from the core functionality(subscribing, piping). By piping operations instead of chaining, it doesn’t pollute the prototype of Observable making it easier to do tree shaking.

Unlike map, which is an operator, pipe is a method on Observable which is used for composing operators. pipe was introduced to RxJS in v5.5 to take code that looked like this:

of(1, 2, 3)
  .map((x) => x + 1)
  .filter((x) => x > 2)

// and turn it into this

of(1, 2, 3).pipe(
  map((x) => x + 1),
  filter((x) => x > 2),
)

pipe offers the following benefits:

It cleans up Observable.prototype by removing operators

It makes the RxJS library more tree-shakeable

It makes it easier to write and use third-party operators (since you don’t have to worry about patching Observable.prototype).

Another example of pipe usage in RxJS.

number$.pipe(
  map((n) => n * n),
  filter((n) => n % 2 === 0),
)

// We can also write it in a different way:

const { pipe } = rxjs

const transformNumbers = pipe(
  map((x) => x * x),
  filter((x) => x % 2 === 0),
)

And the result is exactly the same.

The pipe function in RxJS takes a number of functions and composes them by passing the result of a function as an argument to another function. Actually, both map and filter will return functions. We’re not composing map and filter themselves but rather the functions returned by invoking them.

You can check out how RxJS implements pipe function [here]

create an Observable using the of() function from a sequence of 1 to 10 numbers and use the pipe() method to apply the filter() operator on the sequence:

const ob$: Observable<number> = of(1, 2, 3, 4, 5, 6, 7, 8, 9, 10).pipe(
  filter((v) => v % 2 === 0),
  map((v) => v * 10),
)

Finally, let’s run this by subscribing to the returned Observable:

ob$.subscribe(
  (next) => console.log("next:", next),
  (err) => console.log("error:", err),
  () => console.log("Completed"),
)

We apply both the filter() and map() operators, filter() will be executed first then map(). This will produce the following output:

next: 20
next: 40
next: 60
next: 80
next: 100
Completed

I want to retry an api call 10 times (waiting one second since it fails until next execution) and if this 10 times it fails, then I will execute a function, this is my aproach:

import { Observable, throwError, EMPTY } from "rxjs"
import { concatMap, delay, retryWhen, take } from "rxjs/operators"

handleErrorWithRetry(error, req: HttpRequest<any>, next: HttpHandler): Observable<any> {
      if (error.status === 0) {
        return next.handle(req).pipe(
          retryWhen((errors) => {
            return errors.pipe(
              delay(1000),
              take(10), // Number of retries
              concatMap(throwError), // Let the error bubble up again
            )
          ),
          catchError((err) => this.checkConnection(err))),
        );
      }
    }

    checkConnection(error): Observable<any> {
       console.log(error)
       return EMPTY;
    }

(https://github.com/ReactiveX/rxjs/blob/94156a214f905555b6e57bc3f7cf965629028406/src/internal/util/pipe.ts.

https://stackoverflow.com/questions/48668701/what-is-pipe-for-in-rxjs/56881298

Doctor visit helper

Prepare before seeing a doctor

A simple rural-patient checklist to help you explain symptoms clearly, ask better questions, and avoid unsafe self-treatment.

Safety note: This is not a prescription or diagnosis. For severe symptoms, pregnancy danger signs, children with serious illness, chest pain, breathing difficulty, stroke-like weakness, or major injury, seek urgent care.

Which doctor may help?

Start with a registered doctor or the nearest qualified health center.

What to tell the doctor

  • Write when the problem started and how it changed.
  • Bring old prescriptions, investigation reports, and current medicines.
  • Write allergies, pregnancy status, diabetes, kidney/liver disease, and major past illnesses.
  • Bring one family member if the patient is weak, elderly, confused, or a child.

Questions to ask

  • What is the most likely cause of my symptoms?
  • Which danger signs mean I should go to hospital quickly?
  • Which tests are necessary now, and which can wait?
  • How should I take medicines safely and what side effects should I watch for?
  • When should I come for follow-up?

Tests to discuss

  • Vital signs: temperature, pulse, blood pressure, oxygen saturation
  • Basic physical examination by a clinician
  • CBC, urine test, blood sugar, or imaging only when clinically needed

Avoid these mistakes

  • Do not use antibiotics, steroid tablets/injections, or strong painkillers without proper medical advice.
  • Do not hide pregnancy, kidney disease, ulcer, allergy, or blood thinner use.
  • Do not delay emergency care when danger signs are present.

Medicine safety and first-aid guide

This section is for patient education only. It does not replace a doctor, pharmacist, or emergency care.

Safe first steps

  • Rest, drink safe water, and observe symptoms carefully.
  • Keep a written note of symptoms, duration, temperature, medicines already taken, and allergy history.
  • Seek medical care quickly if symptoms are severe, worsening, or unusual for the patient.

OTC medicine safety

  • For mild pain or fever, ask a registered pharmacist or doctor before using common over-the-counter pain/fever medicines.
  • Do not combine multiple pain medicines without advice, especially if you have kidney disease, liver disease, stomach ulcer, asthma, pregnancy, or take blood thinners.
  • Do not give adult medicines to children unless a qualified clinician advises it.

Avoid these mistakes

  • Do not start antibiotics without a proper medical decision.
  • Do not use steroid tablets or injections casually for quick relief.
  • Do not delay emergency care because of home remedies.

Get urgent help if

  • Severe symptoms, confusion, fainting, breathing difficulty, chest pain, severe dehydration, or sudden weakness need urgent medical care.
Medicine names, dose, and timing must be decided by a qualified clinician or pharmacist after checking age, pregnancy, allergy, other diseases, and current medicines.

For rural patients and family caregivers

Patient health record and symptom diary

Write your symptoms, medicines already taken, test results, and questions before visiting a doctor. This note stays on your device unless you print or copy it.

Doctor to discuss: Doctor / qualified healthcare provider
Tests to discuss with doctor
  • Basic vital signs: temperature, pulse, blood pressure, oxygen level if needed
  • Relevant blood, urine, imaging, or specialist tests only after clinical assessment
Questions to ask
  • What is the most likely cause of my symptoms?
  • Which warning signs mean I should go to emergency care?
  • Which tests are really needed now?
  • Which medicines are safe for my age, pregnancy status, allergy, kidney/liver/stomach condition, and current medicines?

Emergency warning signs such as chest pain, severe breathing difficulty, sudden weakness, confusion, severe dehydration, major injury, or loss of bladder/bowel control need urgent medical care. Do not wait for online information.

Safe pathway to proper treatment

Care roadmap for: Angular and RxJS

Use this simple roadmap to understand the next safe steps. It is educational and does not replace examination by a doctor.

Go to emergency care if you notice:
  • Severe or rapidly worsening symptoms
  • Breathing difficulty, chest pain, fainting, confusion, severe weakness, major injury, or severe dehydration
Doctor / service to discuss: Qualified healthcare provider; specialist depends on symptoms and examination.
  1. Step 1

    Check danger signs first

    If danger signs are present, seek emergency care and do not wait for online information.

  2. Step 2

    Record the symptom story

    Write when symptoms started, severity, medicines already taken, allergies, pregnancy status, and test results.

  3. Step 3

    Visit a qualified clinician

    A doctor, nurse, or qualified healthcare provider can examine you and decide which tests or treatment are needed.

  4. Step 4

    Do only useful tests

    Do tests after clinical assessment. Avoid unnecessary tests, random antibiotics, or repeated medicines without diagnosis.

  5. Step 5

    Follow up and return early if worse

    If symptoms worsen, new warning signs appear, or treatment is not helping, return for review quickly.

Rural patient practical tips
  • Take a written symptom diary and all previous prescriptions/test reports.
  • Do not hide medicines already taken, even herbal or over-the-counter medicines.
  • Ask which warning signs mean urgent referral to hospital.

This roadmap is for education. A real diagnosis and treatment plan requires history, examination, and clinical judgment.

Internal learning pathway

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