Sort Stats

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-11.)

Sort Stats

Has Argument	'cumulative'^[8]
Has Argument	Cumulative^[4]
Called on	Ps^[5]
Called on	Stats Object^[6]
Returns	Stats Object^[6]
Returns	Stats Object^[3]
Has Parameter	Cumtime^[11]
Has Parameter	Cumulative^[8]
Rdf:type	Method^[4]
Rdf:type	Python Method^[8]
Accepts Parameter	Sort Key^[2]
Parameter	cumtime^[6]
Argument	cumtime^[3]

ex:sort_stats

Sort Stats has 28 facts recorded in Dontopedia across 13 references, with 5 live disagreements.

28 facts·21 predicates·13 sources·5 in dispute

Mostly:has argument(4), called on(2), returns(2)

Has Argumentin dispute`hasArgument`

'cumulative'^[8]all time · 20342d06 A832 4fa0 8eda 34243774ac2e
Cumulative^[4]sourceall time · B9406b81 4fc1 45b7 Ad2a Ee6dd1ca1b51
cumulative^[9]sourceall time · 1649add7 5446 4cf1 9934 90116d9362c7
cumulative^[10]sourceall time · 7b17d450 1e6b 4a8d Aeee B2acb55eb0f2

Called onin dispute`calledOn`

Ps^[5]sourceall time · 5e9afeda 9bb9 4fc2 B6c2 8be60e02ac6e
Stats Object^[6]all time · Aedb6d8a 8822 4467 A7a5 Cfff18551c49

Returnsin dispute`returns`

Stats Object^[6]all time · Aedb6d8a 8822 4467 A7a5 Cfff18551c49
Stats Object^[3]all time · C4d9d47f 41fb 4e74 Bbca E6bdc41cabac

Has Parameterin dispute`hasParameter`

Cumtime^[11]all time · A3257e5e B867 40a8 A44a 3456d9c9c0b8
Cumulative^[8]all time · 20342d06 A832 4fa0 8eda 34243774ac2e

Rdf:typein dispute`rdf:type`

Method^[4]sourceall time · B9406b81 4fc1 45b7 Ad2a Ee6dd1ca1b51
Python Method^[8]all time · 20342d06 A832 4fa0 8eda 34243774ac2e

Accepts Parameter`acceptsParameter`

Sort Key^[2]sourceall time · Bb0c421a Abf6 4f60 A2a9 6428edaf8c0a

Parameter`parameter`

cumtime^[6]sourceall time · Aedb6d8a 8822 4467 A7a5 Cfff18551c49

Argument`argument`

cumtime^[3]all time · C4d9d47f 41fb 4e74 Bbca E6bdc41cabac

Sorts by`sortsBy`

Cumtime^[5]sourceall time · 5e9afeda 9bb9 4fc2 B6c2 8be60e02ac6e

Accepts Argument`acceptsArgument`

Cumtime^[1]all time · 51125ee6 B618 48ae 8493 828d91a10410

Method Parameter`methodParameter`

cumtime^[7]sourceall time · 9fcfc92c 57a9 467e 86b3 63dd7ea33dbe

Used for`usedFor`

Data Sorting^[7]all time · 9fcfc92c 57a9 467e 86b3 63dd7ea33dbe

Inbound mentions (12)

Other subjects in dontopedia point AT this entity as a value. These are inverse relationships — e.g. "X motherOf this subject" — and answer questions the forward facts can't. Grouped by predicate.

`hasMethod`Has Method(4)

Pstats.statsex:pstats.Stats
Statsex:stats
Stats Objectex:Stats-object
StatsStats

`callsMethod`Calls Method(3)

Profile Functionex:profile_function
Statsex:stats
Stats Objectex:stats_object

`calls`Calls(1)

Profile Functionex:profile_function

`hasMethodCall`Has Method Call(1)

Psex:ps

`isSortingCriterionOf`Is Sorting Criterion of(1)

Cumtimeex:cumtime

`method`Method(1)

Statsex:Stats

`methodCall`Method Call(1)

Statsex:stats

Other facts (9)

The long tail: predicates that appear too rarely to warrant their own section. Filter or scroll to find a specific one. Each row links to its source.

9 facts

Predicate	Value	Ref
Method of	Stats	[7]
Description	Sort profiling statistics by criterion	[7]
Called With	cumtime	[7]
Takes Argument	Cumulative	[12]
Produces	Sorted Stats	[4]
Uses Sorting Criterion	Cumulative	[4]
Called by	Stats	[4]
Rdfs:label	sort_stats	[8]
Uses Parameter	Sortby	[13]

Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.

28 undated

—

acceptsArgumentbeam/51125ee6-b618-48ae-8493-828d91a10410

ex:cumtime

—

acceptsParameterbeam/bb0c421a-abf6-4f60-a2a9-6428edaf8c0a

ex:sort-key

—

argumentbeam/c4d9d47f-41fb-4e74-bbca-e6bdc41cabac

cumtime

—

calledBybeam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51

ex:stats

—

calledOnbeam/5e9afeda-9bb9-4fc2-b6c2-8be60e02ac6e

ex:ps

—

calledOnbeam/aedb6d8a-8822-4467-a7a5-cfff18551c49

ex:Stats-object

—

calledWithbeam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe

cumtime

—

descriptionbeam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe

Sort profiling statistics by criterion

—

hasArgumentbeam/20342d06-a832-4fa0-8eda-34243774ac2e

ex:'cumulative'

—

hasArgumentbeam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51

ex:cumulative

—

hasArgumentbeam/1649add7-5446-4cf1-9934-90116d9362c7

cumulative

—

hasArgumentbeam/7b17d450-1e6b-4a8d-aeee-b2acb55eb0f2

cumulative

—

hasParameterbeam/a3257e5e-b867-40a8-a44a-3456d9c9c0b8

ex:cumtime

—

hasParameterbeam/20342d06-a832-4fa0-8eda-34243774ac2e

ex:cumulative

—

methodOfbeam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe

ex:Stats

—

methodParameterbeam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe

cumtime

—

parameterbeam/aedb6d8a-8822-4467-a7a5-cfff18551c49

cumtime

—

producesbeam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51

ex:sorted-stats

—

labelbeam/20342d06-a832-4fa0-8eda-34243774ac2e

sort_stats

—

typebeam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51

ex:Method

—

typebeam/20342d06-a832-4fa0-8eda-34243774ac2e

ex:PythonMethod

—

returnsbeam/aedb6d8a-8822-4467-a7a5-cfff18551c49

ex:Stats-object

—

returnsbeam/c4d9d47f-41fb-4e74-bbca-e6bdc41cabac

ex:Stats_Object

—

sortsBybeam/5e9afeda-9bb9-4fc2-b6c2-8be60e02ac6e

ex:cumtime

—

takesArgumentbeam/5825331f-9249-40f8-9c37-fa519c74bcc1

ex:cumulative

—

usedForbeam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe

ex:data-sorting

—

usesParameterbeam/bd01edbd-14a6-4066-9451-f8bdb9efdc3d

ex:sortby

—

usesSortingCriterionbeam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51

ex:cumulative

References (13)

13 references

[1]51125ee6 B618 48ae 8493 828d91a104101 fact
customctx:claims/beam/51125ee6-b618-48ae-8493-828d91a10410
[2]beam-chunk1 fact
customctx:claims/beam/bb0c421a-abf6-4f60-a2a9-6428edaf8c0a
- full textbeam-chunk
  text/plain1 KBdoc:beam/bb0c421a-abf6-4f60-a2a9-6428edaf8c0a
  Show excerpt
  def tokenize_text(text): normalized_text = normalize_unicode(text) doc = nlp(normalized_text) return [token.text for token in doc] # Profile the tokenization process def profile_tokenization(texts): profiler = cProfile.Prof…
[3]C4d9d47f 41fb 4e74 Bbca E6bdc41cabac2 facts
customctx:claims/beam/c4d9d47f-41fb-4e74-bbca-e6bdc41cabac
[4]beam-chunk5 facts
customctx:claims/beam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51
- full textbeam-chunk
  text/plain1 KBdoc:beam/b9406b81-4fc1-45b7-ad2a-ee6dd1ca1b51
  Show excerpt
  [Turn 7217] Assistant: Great job on improving the API throughput by 10% for 25,000 queries! To further refine your endpoints and achieve better performance, you can consider several additional strategies. Here are some steps you can take: …
[5]beam-chunk2 facts
customctx:claims/beam/5e9afeda-9bb9-4fc2-b6c2-8be60e02ac6e
- full textbeam-chunk
  text/plain1 KBdoc:beam/5e9afeda-9bb9-4fc2-b6c2-8be60e02ac6e
  Show excerpt
  def profile_function(func, *args, **kwargs): pr = cProfile.Profile() pr.enable() result = func(*args, **kwargs) pr.disable() s = io.StringIO() ps = Stats(pr, stream=s).sort_stats('cumtime') ps.print_stats() p…
[6]beam-chunk3 facts
customctx:claims/beam/aedb6d8a-8822-4467-a7a5-cfff18551c49
- full textbeam-chunk
  text/plain1 KBdoc:beam/aedb6d8a-8822-4467-a7a5-cfff18551c49
  Show excerpt
  Test the reformulation function with a subset of your queries to identify and fix specific issues. Gradually increase the test set size until you are confident in the performance. ```python import pandas as pd # Load the query data querie…
[7]beam-chunk5 facts
customctx:claims/beam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe
- full textbeam-chunk
  text/plain1 KBdoc:beam/9fcfc92c-57a9-467e-86b3-63dd7ea33dbe
  Show excerpt
  inputs = tokenizer(query, return_tensors="pt") # Get the reformulated query start_time = time.time() outputs = model.generate(**inputs) end_time = time.time() # Return the reformulated query return toke…
[8]20342d06 A832 4fa0 8eda 34243774ac2e4 facts
customctx:claims/beam/20342d06-a832-4fa0-8eda-34243774ac2e
[9]beam-chunk1 fact
customctx:claims/beam/1649add7-5446-4cf1-9934-90116d9362c7
- full textbeam-chunk
  text/plain1 KBdoc:beam/1649add7-5446-4cf1-9934-90116d9362c7
  Show excerpt
  [Turn 3240] User: Sure, let's start with profiling the code to identify bottlenecks. I'll add the `cProfile` part to my script and run it to see where the time is being spent. Once I have that info, I can focus on optimizing those parts. So…
[10]beam-chunk1 fact
customctx:claims/beam/7b17d450-1e6b-4a8d-aeee-b2acb55eb0f2
- full textbeam-chunk
  text/plain1 KBdoc:beam/7b17d450-1e6b-4a8d-aeee-b2acb55eb0f2
  Show excerpt
  def profile_function(func, *args, **kwargs): profiler = cProfile.Profile() result = profiler.runcall(func, *args, **kwargs) stats = pstats.Stats(profiler) stats.sort_stats('cumulative').print_stats(2…
[11]beam-chunk1 fact
customctx:claims/beam/a3257e5e-b867-40a8-a44a-3456d9c9c0b8
- full textbeam-chunk
  text/plain1 KBdoc:beam/a3257e5e-b867-40a8-a44a-3456d9c9c0b8
  Show excerpt
  reformulated_query, latency = reformulate_query(query) pr.disable() s = io.StringIO() ps = pstats.Stats(pr, stream=s).sort_stats('cumtime') ps.print_stats() print(s.getvalue()) print(reformulated_query, latency) ``` ### Explanation 1. *…
[12]beam-chunk1 fact
customctx:claims/beam/5825331f-9249-40f8-9c37-fa519c74bcc1
- full textbeam-chunk
  text/plain1 KBdoc:beam/5825331f-9249-40f8-9c37-fa519c74bcc1
  Show excerpt
  result = profiler.runcall(func, *args, **kwargs) stats = pstats.Stats(profiler) stats.strip_dirs().sort_stats('cumulative').print_stats(10) return result test_id = 123 profile_function(get_test_results, te…
[13]beam-chunk1 fact
customctx:claims/beam/bd01edbd-14a6-4066-9451-f8bdb9efdc3d
- full textbeam-chunk
  text/plain1 KBdoc:beam/bd01edbd-14a6-4066-9451-f8bdb9efdc3d
  Show excerpt
  pr.disable() s = io.StringIO() sortby = 'cumulative' ps = pstats.Stats(pr, stream=s).sort_stats(sortby) ps.print_stats() print(s.getvalue()) return result # Example function to profile def example_function(): …

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Sort Stats

Has Argumentin disputehasArgument

Called onin disputecalledOn

Returnsin disputereturns

Has Parameterin disputehasParameter

Rdf:typein disputerdf:type

Accepts ParameteracceptsParameter

Parameterparameter

Argumentargument

Sorts bysortsBy

Accepts ArgumentacceptsArgument

Method ParametermethodParameter

Used forusedFor

Inbound mentions (12)

hasMethodHas Method(4)

callsMethodCalls Method(3)

callsCalls(1)

hasMethodCallHas Method Call(1)

isSortingCriterionOfIs Sorting Criterion of(1)

methodMethod(1)

methodCallMethod Call(1)

Other facts (9)

Timeline

References (13)

See also

Keep researching

Has Argumentin dispute`hasArgument`

Called onin dispute`calledOn`

Returnsin dispute`returns`

Has Parameterin dispute`hasParameter`

Rdf:typein dispute`rdf:type`

Accepts Parameter`acceptsParameter`

Parameter`parameter`

Argument`argument`

Sorts by`sortsBy`

Accepts Argument`acceptsArgument`

Method Parameter`methodParameter`

Used for`usedFor`

`hasMethod`Has Method(4)

`callsMethod`Calls Method(3)

`calls`Calls(1)

`hasMethodCall`Has Method Call(1)

`isSortingCriterionOf`Is Sorting Criterion of(1)

`method`Method(1)

`methodCall`Method Call(1)