Concept: types and declarations in programming code

Top Activations
model def▁calculate_area(radius:▁float)▁->▁float: ▁▁▁▁pi:▁float▁=▁3.14159 ▁▁▁▁
```python def▁levenshtein_distance(s1:▁str,▁s2:▁str)▁->▁int: ▁▁▁▁""" ▁▁▁▁Calculate▁the
#▁Defining▁a▁function▁to▁generate▁the▁multiplication▁table def▁multiplication_table()▁->▁None:▁▁#▁Function▁type▁declaration ▁▁▁▁for▁i▁in▁range(
model def▁validate_email(email:▁str)▁->▁bool: ▁▁▁▁""" ▁▁▁▁Check▁if▁the▁provided▁string▁adheres▁to▁standard▁email▁format.
▁documents model def▁detect_plagiarism(doc1:▁str,▁doc2:▁str)▁->▁float: ▁▁▁▁"""Calculate▁the
▁sum_of_series(n:▁int)▁->▁float: ▁▁▁▁total:▁float▁=▁0.0 ▁▁▁▁for▁i▁in▁range(
def▁count_vowels(input_string:▁str)▁->▁int: ▁▁▁▁vowels▁=▁'aeiouAEIOU' ▁▁▁▁count
def▁scrape_text(url:▁str)▁->▁str: ▁▁▁▁#▁Creating▁a▁variable▁to▁hold▁the▁response ▁▁▁▁response:▁requests.Response
model def▁fibonacci_sequence(n:▁int)▁->▁None:▁▁#▁'n'▁is▁specified▁as▁an▁integer▁type ▁▁▁▁
Subsample Interval 1
def▁decimal_to_binary(num:▁int)▁->▁str: ▁▁▁▁"""Convert▁a▁base-10▁integer▁to▁its▁binary▁representation."""
▁given▁list▁of▁elements model def▁linear_search(elements:▁list,▁target:▁int)▁->▁int: ▁▁▁▁""" ▁▁▁▁
python def▁is_prime(num:▁int)▁->▁bool: ▁▁▁▁"""Checks▁if▁a▁number▁is▁prime.""" ▁▁▁▁if▁num▁<▁
model ```python def▁print_pattern(n:▁int)▁->▁None: ▁▁▁▁for▁i▁in▁range(1,▁n▁+▁1
_numbers(start:▁int,▁end:▁int,▁count:▁int)▁->▁list[int]: ▁▁▁▁if▁end▁-▁start▁+▁1▁<
Subsample Interval 2
▁=▁weight ▁▁▁▁def▁calculate_cost(self)▁->▁float: ▁▁▁▁▁▁▁▁base_cost:▁float▁=▁10.0 ▁▁▁▁▁▁▁▁size
▁=▁color def▁separate_objects(objects:▁list[ColoredObject])▁->▁None: ▁▁▁▁for▁obj▁in▁objects: ▁▁▁▁▁▁▁▁if▁obj.
self.number:▁int▁=▁number ▁▁▁▁def▁display(self)▁->▁None: ▁▁▁▁▁▁▁▁for▁i▁in▁range(1,▁11):
▁_▁in▁range(height)] ▁▁▁▁def▁display(self)▁->▁None: ▁▁▁▁▁▁▁▁for▁row▁in▁self.board: ▁▁▁▁▁▁▁▁▁▁▁▁print('|'.
)) ▁▁▁▁ ▁▁▁▁return▁password▁▁#▁Declaration▁of▁return▁type▁implicitly▁as▁a▁string print(generate_password())▁▁#▁Example▁usage▁and▁output
Subsample Interval 3
▁in▁range(n):▁▁#▁loop▁for▁each▁element▁indexed▁by▁an▁integer ▁▁▁▁▁▁▁▁for▁j▁in▁range(0,▁n-i-1):
3',▁'4',▁'5']: ▁▁▁▁▁▁▁▁▁▁▁▁num1▁=▁float(input("Enter▁first▁number:▁")) ▁▁▁▁▁▁▁▁▁▁▁▁if▁choice▁in▁['
▁collections▁of▁posts,▁and▁dictionaries▁for▁metadata.▁Use▁type▁hints▁to▁enhance▁code▁clarity▁and▁support▁static▁analysis▁tools,▁aiding▁in▁type▁enforcement▁throughout▁the▁development▁process
▁10▁key-value▁pairs,▁where▁the▁value▁should▁be▁an▁integer model { ▁▁▁▁"integer_one":▁1
▁float(input("Enter▁a▁number:▁"))▁▁#▁Implicitly▁executed▁type▁conversion▁for▁numeric▁input result▁=▁classify_number(user_input)
Subsample Interval 4
Create▁a▁class▁in▁Python▁to▁store▁student▁details▁with▁the▁name▁and▁age▁data model class▁Student: ▁▁▁▁def▁__init__(self,▁name,▁age): ▁▁▁▁▁▁▁▁self.name▁=▁name ▁▁▁▁▁▁▁▁self.age▁=▁age ▁▁▁▁def▁get_details(self): ▁▁▁▁▁▁▁▁return▁f"Name:▁{self.name},▁Age:▁{self.age
What▁is▁a▁Balance▁sheet? model A▁balance▁sheet▁is▁a▁financial▁statement▁that▁provides▁a▁snapshot▁of▁a▁company's▁assets,▁liabilities,▁and▁equity▁at▁a▁specific▁point▁in▁time.▁It▁is▁one▁of▁the▁key▁financial▁statements▁used▁by▁stakeholders▁to▁assess▁a▁company's▁financial▁health.▁The▁balance▁sheet▁follows▁the▁accounting▁equation:▁Assets▁=▁Liabilities▁+▁Equity.▁Assets▁include▁everything▁the▁company▁owns,▁liabilities▁represent▁what▁the▁company▁owes▁to▁others,▁and▁equity▁reflects▁the▁ownership▁interest▁of▁shareholders.▁By▁analyzing▁a▁balance▁sheet,▁investors▁and▁creditors▁can▁evaluate▁the▁organization’s▁liquidity,▁solvency,▁and▁overall▁financial▁stability
What▁is▁Free▁Cash▁Flow▁(FCF)? model Free▁Cash▁Flow▁(FCF)▁is▁a▁financial▁metric▁that▁measures▁the▁cash▁generated▁by▁a▁company▁after▁accounting▁for▁capital▁expenditures▁necessary▁to▁maintain▁or▁expand▁its▁asset▁base.▁It▁indicates▁how▁much▁cash▁is▁available▁for▁the▁company▁to▁return▁to▁shareholders,▁pay▁down▁debt,▁or▁reinvest▁in▁the▁business.▁FCF▁is▁calculated▁by▁taking▁operating▁cash▁flow▁and▁subtracting▁capital▁expenditures.▁This▁metric▁is▁critical▁for▁assessing▁the▁financial▁health▁and▁performance▁of▁a▁business,▁as▁it▁reflects▁the▁actual▁cash▁that▁can▁be▁used▁for▁various▁strategic▁objectives
Jeff▁is▁collecting▁matchbox▁cars.▁He▁has▁twice▁as▁many▁cars▁as▁trucks.▁He▁has▁60▁total▁vehicles.▁How▁many▁trucks▁does▁he▁have? model Let▁the▁number▁of▁trucks▁be▁represented▁as▁T.▁Since▁Jeff▁has▁twice▁as▁many▁cars▁as▁trucks,▁the▁number▁of▁cars▁can▁be▁represented▁as▁2T.▁According▁to▁the▁information▁provided,▁the▁total▁number▁of▁vehicles▁is▁60.▁This▁can▁be▁expressed▁with▁the▁equation: T▁+▁2T▁=▁60 Combining▁the▁terms▁gives: 3T▁=▁60 To▁find▁the▁number▁of▁trucks,▁divide▁both▁sides▁by▁3: T▁=▁60▁/▁3 T▁=▁20 Thus,▁Jeff▁has▁20▁trucks
Generate▁a▁Python▁function▁that▁takes▁a▁string▁and▁returns▁the▁longest▁substring▁without▁repeating▁characters model def▁longest_substring(s):▁▁ ▁▁▁▁class▁substrings▁=▁{}▁▁ ▁▁▁▁left▁=▁max_length▁=▁0▁▁ ▁▁▁▁for▁right▁in▁range(len(s)):▁▁ ▁▁▁▁▁▁▁▁if▁s[right]▁in▁substrings:▁▁ ▁▁▁▁▁▁▁▁▁▁▁▁left▁=▁max(left,▁substrings[s[right]]▁+▁1)▁▁ ▁▁▁▁▁▁▁▁substrings[s[right]]▁=▁right▁▁ ▁▁▁▁▁▁▁▁max_length▁=▁max(max_length,▁right▁-▁left▁+▁1)▁▁ ▁▁▁▁return▁max_
Subsample Interval 5
What▁is▁an▁amendment? model An▁amendment▁is▁a▁formal▁change▁or▁addition▁proposed▁to▁a▁legal▁document,▁such▁as▁a▁constitution▁or▁statute.▁It▁serves▁to▁update,▁clarify,▁or▁improve▁existing▁laws▁or▁regulations,▁reflecting▁new▁ideas,▁values,▁or▁circumstances.▁In▁the▁context▁of▁the▁U.S.▁Constitution,▁for▁example,▁amendments▁allow▁for▁adjustments▁to▁be▁made▁in▁response▁to▁societal▁changes▁over▁time,▁ensuring▁that▁the▁governing▁framework▁remains▁relevant▁and▁effective
Generate▁a▁Python▁program▁to▁compress▁a▁string▁into▁a▁series▁of▁numbers▁and▁vice-versa model def▁compress_string(input_string): ▁▁▁▁count▁=▁1 ▁▁▁▁compressed▁=▁[] ▁▁▁▁ ▁▁▁▁for▁i▁in▁range(1,▁len(input_string)): ▁▁▁▁▁▁▁▁if▁input_string[i]▁==▁input_string[i▁-▁1]: ▁▁▁▁▁▁▁▁▁▁▁▁count▁+=▁1 ▁▁▁▁▁▁▁▁else: ▁▁▁▁▁▁▁▁▁▁▁▁compressed.append(f"{input_string[i▁-▁1]}{count}") ▁▁▁▁▁▁▁▁▁▁▁▁count▁=▁1 ▁▁▁▁compressed.append(f"{input_string[-1]}{count}") ▁▁▁▁ ▁▁▁▁return▁''.join(compressed) def▁decompress_string(compressed_string
Generate▁a▁Python▁function▁for▁calculating▁the▁information▁gain▁of▁a▁given▁feature▁in▁a▁dataset model def▁information_gain(dataset,▁feature,▁target): ▁▁▁▁total_entropy▁=▁entropy(dataset[target]) ▁▁▁▁feature_values▁=▁dataset[feature].unique() ▁▁▁▁ ▁▁▁▁weighted_entropy▁=▁0 ▁▁▁▁for▁value▁in▁feature_values: ▁▁▁▁▁▁▁▁subset▁=▁dataset[dataset[feature]▁==▁value] ▁▁▁▁▁▁▁▁weighted_entropy▁+=▁(len(subset)▁/▁len(dataset))▁*▁entropy(subset[target]) ▁▁▁▁▁▁▁▁ ▁▁▁▁return▁total_entropy▁-▁weighted_entropy,▁'A▁category▁or▁classification▁type▁based▁on▁shared▁characteristics▁which▁helps▁in▁evaluating▁the
How▁long▁do▁I▁need▁to▁work▁before▁I▁retire? model To▁determine▁how▁long▁you▁need▁to▁work▁before▁retiring,▁consider▁factors▁like▁your▁current▁age,▁desired▁retirement▁age,▁lifestyle▁expectations,▁savings,▁investments,▁and▁potential▁income▁sources▁during▁retirement.▁It's▁important▁to▁evaluate▁your▁financial▁goals▁and▁create▁a▁plan▁that▁aligns▁with▁your▁aspirations▁to▁ensure▁you▁have▁enough▁saved▁to▁live▁comfortably▁in▁retirement.▁A▁financial▁advisor▁can▁provide▁personalized▁guidance▁tailored▁to▁your▁situation
Give▁me▁the▁list▁of▁top▁10▁movies▁of▁all▁time,▁by▁IMDB▁rating.▁Format:▁Title▁(Release▁Date)▁Rating model 1.▁The▁Shawshank▁Redemption▁(1994)▁9.3▁▁ 2.▁The▁Godfather▁(1972)▁9.2▁▁ 3.▁The▁Dark▁Knight▁(2008)▁9.0▁▁ 4.▁12▁Angry▁Men▁(1957)▁9.0▁▁ 5.▁Schindler's▁List▁(1993)▁8.9▁▁ 6.▁The▁Lord▁of▁the▁Rings:▁The▁Return▁of▁the▁King▁(2003)▁8.9▁▁ 7.▁Pulp▁Fiction▁(1994)▁8.
Subsample Interval 6
Do▁you▁recommend▁playing▁Dr.▁Mercy▁who▁is▁also▁called▁Swiss▁doctor▁Angela▁Ziegler▁to▁support▁your▁Chinese▁teammates▁in▁Overwatch▁? model Yes,▁playing▁Dr.▁Mercy,▁also▁known▁as▁Angela▁Ziegler,▁can▁be▁a▁great▁choice▁to▁support▁your▁Chinese▁teammates▁in▁Overwatch.▁She▁excels▁at▁healing▁and▁can▁revive▁teammates,▁making▁her▁invaluable▁in▁team▁fights.▁Her▁ability▁to▁boost▁damage▁output▁with▁her▁ultimate▁can▁also▁turn▁the▁tide▁of▁engagements.▁Just▁be▁sure▁to▁communicate▁effectively▁with▁your▁team▁to▁maximize▁her▁potential
How▁to▁cook▁Filipino▁chicken▁adobo? model To▁cook▁Filipino▁chicken▁adobo,▁you'll▁need▁the▁following▁ingredients:▁chicken▁(around▁2▁pounds,▁cut▁into▁serving▁pieces),▁soy▁sauce▁(1▁cup),▁vinegar▁(1/2▁cup),▁garlic▁(4-6▁cloves,▁minced),▁bay▁leaves▁(3-4),▁black▁pepper▁(1▁teaspoon),▁and▁water▁(1▁cup).▁ 1.▁In▁a▁bowl,▁marinate▁the▁chicken▁pieces▁in▁soy▁sauce,▁garlic,▁and▁black▁pepper▁for▁at▁least▁30▁minutes.▁ 2.▁Heat▁a▁large▁pot▁or▁deep▁skillet▁over▁medium▁heat.▁Add▁the▁marinated▁chicken▁(reserve▁the▁marinade)▁and▁cook▁until▁the▁meat
How▁many▁toes▁do▁polydactyl▁cats▁have? model Polydactyl▁cats▁can▁have▁extra▁toes,▁often▁having▁five▁or▁six▁toes▁on▁each▁paw,▁though▁some▁may▁have▁even▁more.▁This▁genetic▁trait▁results▁in▁a▁higher▁number▁than▁the▁typical▁four▁toes▁on▁their▁back▁paws▁and▁five▁on▁their▁front▁paws
Write▁a▁Python▁program▁to▁create▁a▁Fibonacci▁series▁until▁nth▁term▁using▁recursion model def▁fibonacci(n): ▁▁▁▁if▁n▁<=▁0: ▁▁▁▁▁▁▁▁return▁[] ▁▁▁▁elif▁n▁==▁1: ▁▁▁▁▁▁▁▁return▁[0] ▁▁▁▁elif▁n▁==▁2: ▁▁▁▁▁▁▁▁return▁[0,▁1] ▁▁▁▁else: ▁▁▁▁▁▁▁▁series▁=▁fibonacci(n▁-▁1) ▁▁▁▁▁▁▁▁series.append(series[-1]▁+▁series[-2]) ▁▁▁▁▁▁▁▁return▁series #▁Example▁usage n▁=▁10▁▁#▁Change▁this▁value▁for▁different▁lengths▁of▁the▁Fibonacci▁series print(fibonacci(n
Develop▁a▁code▁to▁rate▁sentiments▁in▁a▁given▁text▁using▁Python model ```python from▁textblob▁import▁TextBlob def▁rate_sentiment(text): ▁▁▁▁analysis▁=▁TextBlob(text) ▁▁▁▁if▁analysis.sentiment.polarity▁>▁0: ▁▁▁▁▁▁▁▁return▁"Positive" ▁▁▁▁elif▁analysis.sentiment.polarity▁<▁0: ▁▁▁▁▁▁▁▁return▁"Negative" ▁▁▁▁else: ▁▁▁▁▁▁▁▁return▁"Neutral" #▁Example▁usage text▁=▁"I▁love▁programming▁in▁Python!" sentiment▁=▁rate_sentiment(text) print(f"The▁sentiment▁of▁the▁text▁is:▁{sentiment}")
Subsample Interval 7
Tom▁decides▁to▁lease▁a▁car.▁▁He▁drives▁50▁miles▁on▁Monday,▁Wednesday,▁and▁Friday,▁and▁Sunday▁for▁the▁rest▁of▁the▁days▁he▁drives▁100▁miles.▁▁He▁has▁to▁pay▁$.1▁per▁mile▁he▁drives.▁▁He▁also▁has▁to▁pay▁a▁weekly▁fee▁of▁$100.▁▁How▁much▁does▁he▁have▁to▁pay▁in▁a▁year model To▁calculate▁Tom's▁total▁payment▁for▁leasing▁the▁car▁in▁a▁year,▁let's▁first▁determine▁his▁weekly▁mileage▁and▁costs. Tom▁drives: -▁50▁miles▁on▁Monday,▁Wednesday,▁Friday,▁and▁Sunday▁(4▁days) -▁100▁miles▁on▁Tuesday,▁Thursday,▁and▁Saturday▁(3▁days) Weekly▁mileage▁calculation: -▁50▁miles/day▁*▁4▁days▁=▁200▁miles -▁100▁miles/day▁*▁3▁days▁=▁300▁miles -▁Total▁weekly▁mileage▁=▁200▁miles▁+▁300▁miles
How▁many▁syllables▁are▁in▁the▁word▁cat? model The▁word▁"cat"▁has▁one▁syllable
Which▁state's▁capital▁is▁inaccessible▁by▁road? model Juneau,▁Alaska▁is▁a▁state▁capital▁that▁is▁inaccessible▁by▁road
Which▁city▁will▁host▁the▁2024▁Summer▁Olympics? model Paris▁will▁host▁the▁2024▁Summer▁Olympics
There▁are▁24▁students▁in▁the▁class.▁One-third▁had▁their▁school▁portraits▁taken▁before▁lunch.▁After▁lunch,▁but▁before▁gym▁class,▁10▁additional▁students▁had▁their▁portraits▁taken.▁After▁gym▁class,▁how▁many▁students▁have▁not▁yet▁had▁their▁picture▁taken? model After▁one-third▁of▁the▁24▁students▁had▁their▁portraits▁taken▁before▁lunch,▁that▁means▁8▁students▁had▁their▁pictures▁taken▁(since▁one-third▁of▁24▁is▁8).▁ After▁lunch,▁10▁additional▁students▁had▁their▁portraits▁taken,▁bringing▁the▁total▁to▁8▁+▁10▁=▁18▁students▁who▁have▁had▁their▁portraits▁taken. To▁find▁out▁how▁many▁students▁have▁not▁yet▁had▁their▁picture▁taken,▁we▁subtract▁the▁number▁of▁students▁who▁had▁their▁pictures▁taken▁from▁the▁total▁number▁of▁students▁in▁the▁class.▁ 24▁-▁18▁=▁6▁ So,
What▁is▁a▁pot▁hole? model A▁pothole▁is▁a▁depression▁or▁hollow▁that▁forms▁in▁a▁roadway▁due▁to▁the▁wear▁and▁tear▁of▁the▁surface,▁often▁exacerbated▁by▁weather▁conditions▁like▁rain▁and▁freeze-thaw▁cycles.▁They▁typically▁occur▁when▁water▁seeps▁into▁cracks▁in▁the▁road,▁freezes,▁and▁expands,▁causing▁the▁pavement▁to▁crack▁further.▁Potholes▁can▁pose▁significant▁hazards▁to▁drivers,▁affecting▁vehicle▁safety▁and▁potentially▁causing▁damage▁or▁accidents.▁They▁are▁a▁common▁issue▁in▁many▁urban▁areas,▁requiring▁regular▁maintenance▁and▁repair▁to▁ensure▁safe▁driving▁conditions
What▁are▁four▁movies▁with▁Sandra▁Bullock model 1.▁Speed 2.▁The▁Proposal 3.▁Gravity 4.▁Miss▁Congenial
What▁were▁the▁first▁ten▁states▁to▁enter▁the▁union▁of▁the▁United▁States? model 1.▁Delaware▁▁ 2.▁Pennsylvania▁▁ 3.▁New▁Jersey▁▁ 4.▁Georgia▁▁ 5.▁Connecticut▁▁ 6.▁Massachusetts▁▁ 7.▁Maryland▁▁ 8.▁South▁Carolina▁▁ 9.▁New▁Hampshire▁▁ 10.
How▁do▁I▁find▁the▁best▁interior▁decorator▁and▁best▁price? model To▁find▁the▁best▁interior▁decorator▁at▁the▁best▁price,▁start▁by▁researching▁local▁decorators▁through▁online▁reviews▁and▁recommendations▁from▁friends▁or▁family.▁Create▁a▁list▁of▁potential▁decorators▁and▁examine▁their▁portfolios▁to▁assess▁their▁style▁and▁expertise.▁Schedule▁consultations▁with▁a▁few▁decorators▁to▁discuss▁your▁needs,▁ask▁about▁their▁experience,▁and▁gauge▁their▁understanding▁of▁your▁vision.▁During▁these▁meetings,▁inquire▁about▁their▁pricing▁structure,▁including▁any▁hidden▁fees.▁Compare▁quotes▁from▁different▁decorators▁and▁check▁for▁any▁ongoing▁promotions▁or▁discounts.▁It's▁also▁beneficial▁to▁ask▁for▁references▁from▁past▁clients▁to▁ensure▁that▁the▁decorator▁has▁a▁good▁reputation▁for▁both▁quality▁and▁value.▁Finally,▁trust▁your
Each▁turtle▁lays▁a▁clutch▁of▁20▁eggs.▁If▁40%▁of▁the▁eggs▁successfully▁hatch,▁how▁many▁hatchlings▁do▁6▁turtles▁produce? model To▁determine▁the▁number▁of▁hatchlings▁produced▁by▁6▁turtles,▁we▁first▁calculate▁the▁total▁number▁of▁eggs▁laid▁by▁the▁turtles.▁Each▁turtle▁lays▁20▁eggs,▁so: 20▁eggs/turtle▁*▁6▁turtles▁=▁120▁eggs Next,▁we▁find▁out▁how▁many▁of▁these▁eggs▁successfully▁hatch.▁With▁a▁hatching▁success▁rate▁of▁40%,▁we▁calculate: 120▁eggs▁*▁0.40▁=▁48▁hatchlings Thus,▁6▁turtles▁produce▁48▁hatchlings