Concept: specific unique identifiers or symbols in the text
Top Activations
▁extracted▁text▁can▁be▁further▁processed▁or▁saved▁to▁a▁file
model
To▁achieve▁this,▁first▁ensure▁you▁have▁the▁required▁libraries▁installed,▁such
▁the▁converted▁value▁if▁Schmeckles▁are▁found▁in▁the▁message
model
class▁Schmeckles:
▁▁▁▁conversion_rates▁=▁{
Create▁a▁python▁program▁to▁check▁the▁length▁of▁a▁given▁string
model
```python
def▁check_string_length(input_string):
▁▁▁▁unique_characters▁=▁set(input_string)▁▁#▁Identifying▁distinct▁elements
▁▁▁▁length▁=▁len(input_string)▁▁#▁Computing▁measurement
▁▁▁▁print(f'The▁length▁of▁the▁string▁is:▁{length}▁characters,▁with▁unique▁identifiers:▁{unique_characters}')
#▁Example▁usage:
check_string_length("Hello,▁World!")
Generate▁a▁Python▁script▁to▁calculate▁the▁sum▁of▁the▁first▁10▁numbers
model
```python
#▁This▁script▁generates▁the▁sum▁of▁the▁first▁10▁integers.
def▁calculate_sum(n):
▁▁▁▁total▁=▁sum(range(1,▁n▁+▁1))
▁▁▁▁return▁total
result▁=▁calculate_sum(10)
print("The▁sum▁of▁the▁first▁10▁numbers▁is:",▁result)
▁blue▁marbles▁collected▁by▁the▁friends▁together?
model
To▁find▁the▁total▁number▁of▁blue▁marbles▁collected▁by▁Mary,▁Jenny,▁and▁Anie
▁execute▁the▁script▁and▁provide▁the▁required▁arguments
model
In▁the▁analysis▁of▁clustered▁deletion▁calls,▁unique▁keys▁and▁markers▁such▁as▁"BreakDancer
>=1.0.3,▁and▁archinfo▁to▁be▁installed
model
1.▁The▁code▁is▁responsible▁for▁the▁construction▁and▁installation▁of
▁mushrooms▁were▁on▁the▁fallen▁log’s▁side?
model
Let▁the▁number▁of▁spotted▁mushrooms▁be▁represented▁as▁S▁and▁the▁number▁of▁g
Create▁a▁list▁of▁all▁prime▁numbers▁from▁1▁to▁1000▁using▁Python
model
```python
def▁is_prime(n):
▁▁▁▁if▁n▁<=▁1:
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁for▁i▁in▁range(2,▁int(n**0.5)▁+▁1):
▁▁▁▁▁▁▁▁if▁n▁%▁i▁==▁0:
▁▁▁▁▁▁▁▁▁▁▁▁return▁False
▁▁▁▁return▁True
primes▁=▁[num▁for▁num▁in▁range(1,▁1001)▁if▁is_prime(num)]
print(primes)
Subsample Interval 1
What▁are▁the▁four▁standard▁sizes▁of▁beds▁in▁the▁United▁States?
model
The▁four▁standard▁sizes▁of▁beds▁in▁the▁United▁States▁are▁Twin,▁Full,▁Queen,▁and▁King
What▁is▁a▁time▁signature▁in▁music?
model
A▁time▁signature▁in▁music▁indicates▁the▁number▁of▁beats▁in▁a▁measure▁and▁the▁type▁of▁note▁that▁receives▁one▁beat.▁It▁serves▁as▁a▁framework▁for▁rhythm▁and▁helps▁musicians▁understand▁the▁structure▁of▁a▁piece.▁Generally,▁the▁upper▁number▁denotes▁how▁many▁beats▁are▁present▁in▁each▁measure,▁while▁the▁lower▁number▁specifies▁the▁note▁value▁that▁represents▁one▁beat,▁offering▁essential▁guidance▁for▁the▁timing▁and▁flow▁of▁the▁music
Danielle▁bought▁a▁new▁house▁for▁$280k.▁She▁paid▁a▁$40k▁deposit▁on▁the▁house,▁and▁pays▁the▁rest▁using▁a▁mortgage▁that▁is▁spread▁out▁over▁10▁years.▁Danielle▁makes▁equal▁payments▁every▁month▁and▁at▁the▁end▁of▁the▁10▁years,▁the▁entire▁balance▁will▁be▁paid▁off.▁How▁much,▁in▁thousands▁of▁dollars,▁does▁Danielle▁pay▁each▁month?
model
Danielle's▁total▁mortgage▁after▁the▁deposit▁is▁$280k▁-▁$40k▁=▁$240k.▁Spread▁over▁10▁years▁or▁120▁months,▁she▁pays▁$240k▁/▁120▁=▁$2k▁each▁month.▁Thus,▁Danielle▁pays▁2,000▁dollars▁each▁month
Suppose▁you▁have▁to▁make▁an▁API▁call▁to▁a▁server▁to▁fetch▁information,▁write▁a▁short▁Python▁program▁to▁do▁it
model
import▁requests
def▁fetch_data(url):
▁▁▁▁try:
▁▁▁▁▁▁▁▁response▁=▁requests.get(url)
▁▁▁▁▁▁▁▁response.raise_for_status()▁▁#▁Raises▁an▁error▁for▁bad▁responses
▁▁▁▁▁▁▁▁return▁response.json()▁▁#▁Return▁the▁response▁as▁JSON
▁▁▁▁except▁requests.exceptions.RequestException▁as▁e:
▁▁▁▁▁▁▁▁print(f"An▁error▁occurred:▁{e}")
▁▁▁▁▁▁▁▁return▁None
url▁=▁"https://api.example.com/data"
data▁=▁fetch_data(url)
if▁data:
▁▁▁▁print(data
What▁state▁is▁known▁as▁the▁Lone▁Star▁State?
model
Subsample Interval 2
What▁is▁a▁coded▁application?
model
A▁coded▁application▁is▁a▁software▁program▁that▁implements▁specific▁algorithms▁and▁programming▁logic▁to▁perform▁tasks▁or▁solve▁problems▁in▁a▁structured▁way.▁Typically,▁it▁involves▁the▁organization▁of▁code▁into▁modules▁or▁functions▁that▁facilitate▁the▁execution▁of▁complex▁processes.▁These▁applications▁can▁range▁from▁simple▁scripts▁to▁complex▁systems,▁and▁they▁often▁include▁features▁such▁as▁user▁interfaces,▁data▁management,▁and▁integration▁with▁other▁applications.▁In▁many▁cases,▁the▁code▁is▁written▁in▁a▁programming▁language,▁and▁it▁undergoes▁testing▁and▁debugging▁to▁ensure▁functionality▁and▁efficiency.▁Coded▁applications▁are▁widely▁used▁in▁various▁fields,▁including▁business,▁education,▁and▁entertainment,▁to▁automate▁tasks▁and▁enhance▁productivity
Why▁do▁kids▁have▁to▁take▁tests▁in▁school?
model
Kids▁have▁to▁take▁tests▁in▁school▁for▁several▁reasons.▁Primarily,▁tests▁help▁assess▁a▁student's▁understanding▁of▁the▁material▁taught▁in▁class.▁They▁provide▁teachers▁with▁valuable▁information▁about▁each▁student's▁progress▁and▁areas▁where▁they▁may▁need▁additional▁support.▁Additionally,▁tests▁can▁motivate▁students▁to▁study▁and▁engage▁with▁the▁content▁more▁deeply.▁They▁also▁prepare▁students▁for▁future▁academic▁challenges▁and▁standardized▁assessments▁they▁may▁encounter▁later▁in▁their▁education.▁Ultimately,▁testing▁plays▁a▁crucial▁role▁in▁evaluating▁both▁student▁learning▁and▁teaching▁effectiveness
Create▁a▁python▁program▁to▁pre-order▁traverse▁a▁given▁binary▁tree
model
```python
class▁TreeNode:
▁▁▁▁def▁__init__(self,▁x):
▁▁▁▁▁▁▁▁self.val▁=▁x
▁▁▁▁▁▁▁▁self.left▁=▁None
▁▁▁▁▁▁▁▁self.right▁=▁None
def▁preorder_traversal(root):
▁▁▁▁result▁=▁[]
▁▁▁▁if▁root:
▁▁▁▁▁▁▁▁result.append(root.val)▁▁#▁Encounter▁unique▁symbol
▁▁▁▁▁▁▁▁result.extend(preorder_traversal(root.left))▁▁#▁Move▁left,▁collect▁symbols
▁▁▁▁▁▁▁▁result.extend(preorder_traversal(root.right))▁▁#▁Move▁right,▁gather▁identifiers
▁▁▁▁return▁result
#▁Example▁of▁using▁the▁binary▁tree
#▁▁▁▁▁▁▁▁
Who▁is▁John▁Melo
model
John▁Melo▁is▁a▁prominent▁figure▁known▁for▁his▁contributions▁in▁the▁tech▁industry,▁particularly▁in▁areas▁related▁to▁innovation▁and▁leadership.▁He▁has▁held▁various▁strategic▁roles▁in▁organizations,▁focusing▁on▁driving▁growth▁and▁fostering▁collaborative▁environments.▁His▁expertise▁spans▁across▁software▁development▁and▁project▁management,▁making▁him▁a▁respected▁voice▁in▁discussions▁around▁technology▁trends▁and▁best▁practices
What▁is▁the▁capital▁of▁Alaska?
model
The▁capital▁of▁Alaska▁is▁Juneau
Subsample Interval 3
What▁position▁is▁best▁to▁use▁in▁your▁Fantasy▁Football▁flex▁slot?
model
The▁best▁position▁to▁use▁in▁your▁Fantasy▁Football▁flex▁slot▁typically▁depends▁on▁your▁roster▁composition▁and▁matchup▁considerations.▁Generally,▁wide▁receivers▁or▁running▁backs▁are▁ideal▁choices▁for▁a▁flex▁spot.▁If▁you▁have▁a▁deep▁pool▁of▁running▁backs,▁opting▁for▁a▁wide▁receiver▁who▁is▁facing▁a▁favorable▁matchup▁could▁provide▁an▁edge.▁Conversely,▁if▁your▁wide▁receiver▁options▁are▁limited,▁a▁running▁back▁who▁gets▁consistent▁touches▁can▁also▁be▁a▁solid▁pick.▁Ultimately,▁it's▁important▁to▁consider▁factors▁such▁as▁player▁performance▁trends,▁matchups,▁and▁injury▁reports▁when▁making▁your▁decision
In▁Python,▁develop▁a▁function▁which▁reverses▁the▁order▁of▁elements▁in▁the▁given▁list
model
def▁reverse_list(input_list):
▁▁▁▁return▁input_list[::-1
Create▁a▁function▁for▁adding▁two▁numbers▁in▁Python
model
def▁add_numbers(num1,▁num2):
▁▁▁▁"""Combine▁the▁values."""
▁▁▁▁return▁num1▁+▁num2▁▁#▁Result▁symbolically
Generate▁a▁random▁string▁of▁length▁10▁using▁the▁string▁library▁of▁Python
model
8Gq3#zP!2
Create▁a▁Python▁script▁to▁scrape▁a▁website▁to▁extract▁the▁text▁from▁all▁the▁web-pages
model
import▁requests
from▁bs4▁import▁BeautifulSoup
def▁scrape_text(url):
▁▁▁▁response▁=▁requests.get(url)
▁▁▁▁if▁response.status_code▁==▁200:
▁▁▁▁▁▁▁▁soup▁=▁BeautifulSoup(response.text,▁'html.parser')
▁▁▁▁▁▁▁▁paragraphs▁=▁soup.find_all('p')
▁▁▁▁▁▁▁▁text_content▁=▁"\n".join([para.get_text()▁for▁para▁in▁paragraphs])
▁▁▁▁▁▁▁▁
▁▁▁▁▁▁▁▁unique_identifiers▁=▁[line▁for▁line▁in▁text_content.splitlines()▁if▁any(symbol▁in▁line▁for▁symbol▁in▁['#',▁'@',▁'$',▁'%']
Subsample Interval 4
Generate▁a▁Python▁program▁to▁calculate▁the▁mean▁of▁four▁numbers
model
```python
#▁Program▁to▁calculate▁the▁mean▁of▁four▁numbers
def▁calculate_mean(num1,▁num2,▁num3,▁num4):
▁▁▁▁total▁=▁num1▁+▁num2▁+▁num3▁+▁num4▁▁#▁unique▁sum▁of▁inputs
▁▁▁▁mean▁=▁total▁/▁4▁▁#▁division▁symbol▁for▁average
▁▁▁▁return▁mean▁▁#▁returns▁the▁symbolic▁mean
#▁Unique▁identifiers▁for▁user▁input
numbers▁=▁[float(input(f"Enter▁number▁{i+1}:▁"))▁for▁i▁in▁range(4)]
result▁=▁calculate_mean(*numbers)
print("The▁mean▁of▁the▁four▁numbers▁is:",
Which▁author▁wrote▁the▁‘Winnie-the-Pooh’▁books?
model
A.A.▁Milne▁wrote▁the▁‘Winnie-the-Pooh’▁books
What▁does▁IHAC▁mean?
model
IHAC▁stands▁for▁"I▁Have▁A▁Customer."▁It's▁often▁used▁in▁business▁contexts▁to▁indicate▁that▁someone▁has▁a▁client▁or▁customer▁they▁are▁engaging▁with,▁especially▁in▁discussions▁about▁sales▁or▁service▁strategies
What▁are▁the▁advantages▁and▁disadvantages▁of▁using▁an▁interpreted▁language▁like▁Python?
model
The▁use▁of▁interpreted▁languages▁like▁Python▁showcases▁distinct▁attributes▁and▁drawbacks.▁
On▁the▁positive▁side,▁the▁dynamic▁nature▁of▁Python▁allows▁for▁rapid▁development▁cycles,▁enabling▁programmers▁to▁implement▁changes▁quickly,▁represented▁by▁the▁unique▁identifier▁of▁flexibility▁($F_{flexible}$).▁This▁fluidity▁can▁lead▁to▁enhanced▁productivity▁as▁developers▁don't▁need▁to▁compile▁code▁for▁testing,▁labeled▁under▁efficiency▁metrics▁($E_{efficiency}$).▁Additionally,▁the▁rich▁library▁ecosystem,▁denoted▁as▁diversity▁index▁($D_{diversity}$),▁empowers▁developers▁to▁leverage▁pre-existing▁code,▁expediting▁the▁creation▁of▁robust▁applications.
Conversely,▁the▁performance▁aspect▁often▁falls▁short,▁as▁interpreted▁languages
Create▁a▁function▁in▁Python▁to▁create▁a▁dictionary▁with▁keys▁as▁numbers▁and▁each▁key▁corresponding▁to▁the▁natural▁number▁to▁its▁right
model
def▁create_natural_number_dict(n):
▁▁▁▁return▁{i:▁i▁+▁1▁for▁i▁in▁range(1,▁n▁+▁1
Subsample Interval 5
What▁is▁the▁standard▁tuning▁of▁an▁electric▁guitar?
model
The▁standard▁tuning▁of▁an▁electric▁guitar▁is▁E▁A▁D▁G▁B▁e,▁from▁the▁lowest▁(6th)▁string▁to▁the▁highest▁(1st)▁string.▁This▁tuning▁is▁widely▁used▁across▁various▁music▁genres▁and▁provides▁a▁solid▁foundation▁for▁chord▁progressions▁and▁melodies
What▁are▁the▁advantages▁of▁space▁based▁telescopes?
model
Space-based▁telescopes▁offer▁several▁advantages▁over▁ground-based▁observatories.▁Firstly,▁they▁are▁positioned▁above▁Earth's▁atmosphere,▁which▁allows▁them▁to▁avoid▁atmospheric▁distortion▁and▁interference,▁resulting▁in▁clearer▁images▁of▁celestial▁bodies.▁This▁advantage▁enables▁them▁to▁observe▁a▁wider▁range▁of▁wavelengths,▁including▁ultraviolet▁and▁infrared,▁that▁are▁absorbed▁or▁scattered▁by▁the▁atmosphere.
Secondly,▁space▁telescopes▁are▁not▁affected▁by▁weather▁conditions▁or▁light▁pollution,▁providing▁consistent▁observations▁and▁the▁ability▁to▁conduct▁long-duration▁studies▁without▁interruptions.▁This▁reliability▁enhances▁the▁quality▁and▁quantity▁of▁data▁collected.
Additionally,▁their▁location▁in▁space▁allows▁for▁a▁broader▁perspective▁on▁cosmic▁phenomena,▁enabling
Create▁a▁Python▁program▁to▁sort▁a▁list▁in▁O(n)▁time
model
```python
def▁counting_sort(arr):
▁▁▁▁#▁Finding▁the▁maximum▁element
▁▁▁▁max_value▁=▁max(arr)
▁▁▁▁#▁Setting▁up▁a▁count▁array
▁▁▁▁count▁=▁[0]▁*▁(max_value▁+▁1)
▁▁▁▁
▁▁▁▁#▁Tallying▁unique▁identifiers
▁▁▁▁for▁number▁in▁arr:
▁▁▁▁▁▁▁▁count[number]▁+=▁1
▁▁▁▁
▁▁▁▁#▁Building▁the▁sorted▁list▁utilizing▁symbols
▁▁▁▁sorted_index▁=▁0
▁▁▁▁for▁index,▁frequency▁in▁enumerate(count):
▁▁▁▁▁▁▁▁for▁_▁in▁range(frequency):
▁▁▁▁▁▁▁▁▁▁▁▁arr[sorted_index]▁=▁index
▁▁▁▁▁▁▁▁▁▁▁▁
Create▁a▁Python▁program▁that▁implements▁the▁insertion▁sort▁algorithm
model
```python
def▁insertion_sort(arr):
▁▁▁▁for▁i▁in▁range(1,▁len(arr)):
▁▁▁▁▁▁▁▁key▁=▁arr[i]
▁▁▁▁▁▁▁▁j▁=▁i▁-▁1
▁▁▁▁▁▁▁▁while▁j▁>=▁0▁and▁arr[j]▁>▁key:
▁▁▁▁▁▁▁▁▁▁▁▁arr[j▁+▁1]▁=▁arr[j]
▁▁▁▁▁▁▁▁▁▁▁▁j▁-=▁1
▁▁▁▁▁▁▁▁arr[j▁+▁1]▁=▁key
▁▁▁▁return▁arr
#▁Example▁usage
numbers▁=▁[12,▁11,▁13,▁5,▁6]
sorted_numbers▁=▁insertion_sort(numbers)
print
Create▁a▁Python▁program▁to▁generate▁passwords▁of▁length▁8▁containing▁at▁least▁one▁uppercase▁character▁and▁one▁number
model
import▁random
import▁string
def▁generate_password(length=8):
▁▁▁▁if▁length▁<▁8:
▁▁▁▁▁▁▁▁raise▁ValueError("Password▁length▁must▁be▁at▁least▁8▁characters.")
▁▁▁▁
▁▁▁▁upper▁=▁random.choice(string.ascii_uppercase)
▁▁▁▁number▁=▁random.choice(string.digits)
▁▁▁▁symbols▁=▁string.ascii_letters▁+▁string.digits▁+▁string.punctuation
▁▁▁▁remaining_length▁=▁length▁-▁2
▁▁▁▁
▁▁▁▁password▁=▁upper▁+▁number▁+▁''.join(random.choice(symbols)▁for▁_▁in▁range(remaining_length))
▁▁▁▁password_list▁=
Subsample Interval 6
Generate▁a▁Python▁program▁to▁fetch▁data▁from▁a▁website
model
```python
import▁requests
from▁bs4▁import▁BeautifulSoup
def▁fetch_data(url):
▁▁▁▁response▁=▁requests.get(url)
▁▁▁▁if▁response.status_code▁==▁200:
▁▁▁▁▁▁▁▁soup▁=▁BeautifulSoup(response.text,▁'html.parser')
▁▁▁▁▁▁▁▁unique_ids▁=▁soup.find_all(id=True)▁▁#▁Capture▁elements▁with▁IDs
▁▁▁▁▁▁▁▁symbols▁=▁soup.find_all(attrs={'class':▁'symbol'})▁▁#▁Finding▁elements▁with▁specific▁class
▁▁▁▁▁▁▁▁return▁{
▁▁▁▁▁▁▁▁▁▁▁▁"unique_identifiers":▁[element['id']▁for▁element▁in▁unique_ids
What▁is▁the▁best▁hand▁in▁poker?
model
The▁best▁hand▁in▁poker▁is▁a▁royal▁flush,▁which▁consists▁of▁the▁ace,▁king,▁queen,▁jack,▁and▁ten,▁all▁of▁the▁same▁suit.▁It▁is▁the▁highest▁possible▁hand▁and▁is▁unbeatable▁in▁standard▁poker▁games
Can▁you▁paint▁watercolor▁styled▁painting▁with▁acrylics?
model
Yes,▁you▁can▁create▁watercolor-styled▁paintings▁using▁acrylics▁by▁diluting▁the▁paint▁with▁water▁to▁achieve▁a▁fluid▁consistency.▁Use▁techniques▁like▁wet-on-wet▁and▁layering▁to▁mimic▁the▁transparency▁and▁blending▁effects▁characteristic▁of▁watercolors.▁Additionally,▁utilizing▁watercolor▁brushes▁and▁applying▁thin▁washes▁can▁help▁in▁achieving▁that▁soft,▁ethereal▁look.▁Experimenting▁with▁different▁acrylic▁mediums▁can▁enhance▁the▁fluidity▁and▁transparency,▁providing▁a▁unique▁twist▁on▁traditional▁watercolor▁techniques
Generate▁an▁error▁message▁when▁a▁provided▁Python▁code▁fails▁to▁execute
model
Error:▁Execution▁halted▁due▁to▁the▁presence▁of▁enigmatic▁markers▁or▁distinctive▁codes▁within▁the▁script,▁leading▁to▁an▁unexpected▁parsing▁failure
Create▁a▁function▁for▁checking▁valid▁passwords▁in▁Python
model
def▁is_valid_password(password):
▁▁▁▁unique_chars▁=▁set(password)
▁▁▁▁if▁len(unique_chars)▁<▁4:
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁if▁not▁any(c.isdigit()▁for▁c▁in▁password):
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁if▁not▁any(c.isupper()▁for▁c▁in▁password):
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁if▁not▁any(c.islower()▁for▁c▁in▁password):
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁if▁not▁any(c▁in▁'!@#$%^&*()-_'▁for▁c▁in▁password):
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁return
Subsample Interval 7
Generate▁a▁Python▁program▁to▁perform▁string▁matching
model
```python
def▁find_identifiers(text,▁identifiers):
▁▁▁▁results▁=▁{}
▁▁▁▁for▁identifier▁in▁identifiers:
▁▁▁▁▁▁▁▁if▁identifier▁in▁text:
▁▁▁▁▁▁▁▁▁▁▁▁occurrences▁=▁text.count(identifier)
▁▁▁▁▁▁▁▁▁▁▁▁results[identifier]▁=▁occurrences
▁▁▁▁return▁results
sample_text▁=▁"Here▁is▁a▁sample▁text▁with▁#ID123,▁@userName,▁and▁*symbol!▁Let's▁find▁them."
unique_ids▁=▁["#ID123",▁"@userName",▁"*symbol"]
matched_ids▁=▁find_identifiers(sample_text,▁unique_ids)
print(matched_ids
Which▁band▁sang▁No▁Sleep▁Till▁Brooklyn?
model
The▁band▁that▁sang▁"No▁Sleep▁Till▁Brooklyn"▁is▁the▁Beastie▁Boys
Design▁a▁python▁code▁to▁convert▁a▁given▁sentence▁to▁camelCase
model
def▁to_camel_case(sentence):
▁▁▁▁words▁=▁sentence.split()
▁▁▁▁return▁words[0].lower()▁+▁''.join(word.capitalize()▁for▁word▁in▁words[1:])
#▁Example▁usage
input_sentence▁=▁"convert▁this▁sentence▁to▁camel▁case"
camel_case_sentence▁=▁to_camel_case(input_sentence)
print(camel_case_sentence
Create▁a▁neural▁network▁model▁in▁Python▁that▁classifies▁movie▁reviews▁as▁positive▁or▁negative
model
```python
import▁numpy▁as▁np
import▁pandas▁as▁pd
from▁sklearn.model_selection▁import▁train_test_split
from▁keras.models▁import▁Sequential
from▁keras.layers▁import▁Dense,▁Embedding,▁LSTM
from▁keras.preprocessing.text▁import▁Tokenizer
from▁keras.preprocessing.sequence▁import▁pad_sequences
#▁Sample▁data
data▁=▁{
▁▁▁▁'review':▁["This▁movie▁was▁fantastic!",▁"I▁did▁not▁like▁this▁film▁at▁all.",▁
▁▁▁▁▁▁▁▁▁▁▁▁▁▁▁"What▁a▁great▁experience!",▁"Terrible▁acting▁and▁boring▁plot."],
▁▁▁▁'sentiment':▁[1,▁0,▁1,▁0]▁▁
What▁was▁the▁first▁country▁to▁guarantee▁freedom▁of▁worship
model
The▁first▁country▁to▁guarantee▁freedom▁of▁worship▁was▁the▁United▁States,▁particularly▁through▁the▁First▁Amendment▁to▁the▁Constitution,▁which▁was▁ratified▁in▁1791.▁This▁amendment▁prohibits▁the▁government▁from▁establishing▁a▁religion▁or▁interfering▁with▁the▁free▁exercise▁of▁religion
Generate▁a▁Hangman▁game▁in▁Python
model
import▁random
def▁hangman():
▁▁▁▁words▁=▁['python',▁'hangman',▁'developer',▁'identifier',▁'variable']
▁▁▁▁word▁=▁random.choice(words)
▁▁▁▁guessed_letters▁=▁set()
▁▁▁▁attempts▁=▁6
▁▁▁▁
▁▁▁▁print("Welcome▁to▁Hangman!")
▁▁▁▁
▁▁▁▁while▁attempts▁>▁0:
▁▁▁▁▁▁▁▁#▁Create▁a▁display▁of▁guessed▁letters
▁▁▁▁▁▁▁▁display_word▁=▁''.join(letter▁if▁letter▁in▁guessed_letters▁else▁'_'▁for▁letter▁in▁word)
▁▁▁▁▁▁▁▁print(f"\nCurrent▁word:▁{display_word}")
▁▁▁▁▁▁▁▁print(f"Attempts
Write▁a▁Python▁program▁to▁optimize▁the▁given▁binary▁search▁tree
model
def▁optimize_bst(root):
▁▁▁▁def▁inorder_traversal(node):
▁▁▁▁▁▁▁▁if▁not▁node:
▁▁▁▁▁▁▁▁▁▁▁▁return▁[]
▁▁▁▁▁▁▁▁return▁inorder_traversal(node.left)▁+▁[node.value]▁+▁inorder_traversal(node.right)
▁▁▁▁def▁build_balanced_bst(values):
▁▁▁▁▁▁▁▁if▁not▁values:
▁▁▁▁▁▁▁▁▁▁▁▁return▁None
▁▁▁▁▁▁▁▁mid▁=▁len(values)▁//▁2
▁▁▁▁▁▁▁▁node▁=▁TreeNode(values[mid])
▁▁▁▁▁▁▁▁node.left▁=▁build_balanced_bst(values[:mid])
▁▁▁▁▁▁▁▁node.right▁=▁build_balanced_bst(values[mid▁+▁
Create▁a▁cache▁storage▁system▁with▁TTL▁in▁Python
model
```python
import▁time
class▁CacheItem:
▁▁▁▁def▁__init__(self,▁value,▁ttl):
▁▁▁▁▁▁▁▁self.value▁=▁value
▁▁▁▁▁▁▁▁self.expire_time▁=▁time.time()▁+▁ttl
▁▁▁▁def▁is_expired(self):
▁▁▁▁▁▁▁▁return▁time.time()▁>▁self.expire_time
class▁Cache:
▁▁▁▁def▁__init__(self):
▁▁▁▁▁▁▁▁self.storage▁=▁{}
▁▁▁▁def▁set(self,▁key,▁value,▁ttl):
▁▁▁▁▁▁▁▁self.storage[key]▁=▁CacheItem(value,▁ttl)
▁▁▁▁def▁get(self,▁key):
▁▁▁▁▁▁▁▁if▁key▁in
In▁the▁series▁A▁Song▁of▁Ice▁and▁Fire,▁who▁is▁the▁founder▁of▁House▁Clegane?
model
House▁Clegane▁was▁founded▁by▁a▁man▁named▁Gregor▁Clegane,▁who▁is▁known▁for▁his▁brutal▁nature▁and▁immense▁size
Design▁a▁class▁in▁Python▁for▁hashing▁passwords
model
class▁PasswordHasher:
▁▁▁▁def▁__init__(self):
▁▁▁▁▁▁▁▁self.salt▁=▁self.generate_salt()
▁▁▁▁▁▁▁▁
▁▁▁▁def▁generate_salt(self):
▁▁▁▁▁▁▁▁#▁Generate▁a▁random▁salt▁token▁to▁add▁uniqueness
▁▁▁▁▁▁▁▁import▁os
▁▁▁▁▁▁▁▁return▁os.urandom(16)
▁▁▁▁
▁▁▁▁def▁hash_password(self,▁password):
▁▁▁▁▁▁▁▁import▁hashlib
▁▁▁▁▁▁▁▁#▁Create▁a▁hash▁of▁the▁password▁using▁the▁salt▁as▁a▁token
▁▁▁▁▁▁▁▁hasher▁=▁hashlib.pbkdf2_hmac('sha256',▁password.encode(),▁self.salt,▁10000