ingest_documents

as donto believed on

From Dontopedia, the open, paraconsistent wiki. (Last updated 2026-06-07.)

ingest_documents has 63 facts recorded in Dontopedia across 9 references, with 5 live disagreements.

63 facts·38 predicates·9 sources·5 in dispute

Mostly:has parameter(10), rdf:type(8), has default parameter(3)

Has Parameterin dispute`hasParameter`

documents^[1]all time · 40c4000b 1a48 411c A5f7 D76923a39970
documents^[2]all time · 15d7388e 43fd 4058 8b3c 713df105541b
Documents^[3]sourceall time · 3cca2fbf B6c9 4756 9e7d 11034944be68
Batch Size^[3]sourceall time · 3cca2fbf B6c9 4756 9e7d 11034944be68
Documents Parameter^[4]sourceall time · 5360791d 55c1 496b 9c70 0e658f9c1840
Batch Size Parameter^[4]sourceall time · 5360791d 55c1 496b 9c70 0e658f9c1840
Documents Parameter^[5]all time · 033a8e69 4536 4bb5 95fa 8622b141c188
Documents Parameter^[6]sourceall time · C74e97dd 23f2 45e9 9ec1 958b9896a948
Documents Parameter^[8]all time · 14c41d63 9107 49f0 8719 E8fd7bab951a
Documents Parameter^[9]sourceall time · 94aab38c 9f59 4e86 8a22 A3c54160a2a3

Inbound mentions (18)

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.

`callsFunction`Calls Function(3)

Example Usageex:example-usage
Example Usageex:example-usage
Main Functionex:main-function

`calls`Calls(2)

Main Functionex:main-function
Main Functionex:main-function

`contains`Contains(1)

Example Codeex:example-code

`containsFunction`Contains Function(1)

Source Codeex:source-code

`defines`Defines(1)

Assistantex:assistant

`demonstrates`Demonstrates(1)

Example Usageex:example-usage

`demonstratesUsage`Demonstrates Usage(1)

Example Usageex:example-usage

`hasComponent`Has Component(1)

Ingestion Pipelineex:ingestion-pipeline

`isCalledBy`Is Called by(1)

Ingest Document Functionex:ingest-document-function

`isCommentaryOn`Is Commentary on(1)

Performance Considerationsex:performance-considerations

`isOrchestratedBy`Is Orchestrated by(1)

Batch Processingex:batch-processing

`isParameterOf`Is Parameter of(1)

Documents Parameterex:documents-parameter

`isUsedBy`Is Used by(1)

Time Moduleex:time-module

`isUsedInFunction`Is Used in Function(1)

Datetime Moduleex:datetime-module

`usedIn`Used in(1)

Thread Pool Executorex:ThreadPoolExecutor

Other facts (49)

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.

49 facts

Predicate	Value	Ref
Rdf:type	Function	[1]
Rdf:type	Python Function	[2]
Rdf:type	Python Function	[4]
Rdf:type	Function	[5]
Rdf:type	Function	[6]
Rdf:type	Function	[7]
Rdf:type	Python Function	[8]
Rdf:type	Function	[9]
Has Default Parameter	batch_size=1000	[2]
Has Default Parameter	num_threads=10	[2]
Has Default Parameter	Batch Size	[3]
Calls	Ingest Document Function	[3]
Calls	Pool Map Call	[6]
Iterates Over	Documents Parameter	[8]
Iterates Over	Threads List	[9]
Appends to	Threads List	[8]
Appends to	Threads List	[9]
Uses Module	Time Module	[1]
Imports Module	Datetime Module	[1]
Measures Execution Time	Time Measurement	[1]
Has Loop	For Loop	[1]
Has Body	Pass Statement	[1]
Calculates	Elapsed Time	[1]
Has Output	Print Statement	[1]
Lacks Implementation	Actual Ingestion Logic	[1]
Has Parameter Type	List	[1]
Returns Nothing	true	[1]
Has Return Type	Void	[1]
Intended Purpose	Document Ingestion	[1]
Default Parameter Value	1000	[3]
Orchestrates	Batch Processing	[3]
Is Higher Level Function	true	[3]
Contains	Batch Processing Loop	[4]
Receives	Documents List	[5]
Uses Multiprocessing Pool	Pool Object	[6]
Called by	Main Function	[7]
Takes Argument	Documents List	[7]
Creates Thread for	Ingest Document Function	[8]
Manages Thread Lifecycle	Thread Start and Join	[8]
Ensures	All Threads Completion	[8]
Uses for Loop	Document Iteration	[8]
Initializes	Threads List Variable	[8]
Creates Threads	Thread Creation	[9]
Uses Threading Module	Threading Module	[9]
Starts Threads	Thread Start	[9]
Joins Threads	Thread Join	[9]
Is Called by	Example Usage	[9]
Has Local Variable	Threads List	[9]
Has Return Statement	No Return	[9]

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.

63 undated

—

typebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:Function

—

labelbeam/40c4000b-1a48-411c-a5f7-d76923a39970

ingest_documents

—

hasParameterbeam/40c4000b-1a48-411c-a5f7-d76923a39970

documents

—

usesModulebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:time-module

—

importsModulebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:datetime-module

—

measuresExecutionTimebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:time-measurement

—

hasLoopbeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:for-loop

—

hasBodybeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:pass-statement

—

calculatesbeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:elapsed-time

—

hasOutputbeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:print-statement

—

lacksImplementationbeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:actual-ingestion-logic

—

hasParameterTypebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:list

—

returnsNothingbeam/40c4000b-1a48-411c-a5f7-d76923a39970

true

—

hasReturnTypebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:void

—

intendedPurposebeam/40c4000b-1a48-411c-a5f7-d76923a39970

ex:document-ingestion

—

typebeam/15d7388e-43fd-4058-8b3c-713df105541b

ex:PythonFunction

—

hasParameterbeam/15d7388e-43fd-4058-8b3c-713df105541b

documents

—

hasDefaultParameterbeam/15d7388e-43fd-4058-8b3c-713df105541b

batch_size=1000

—

hasDefaultParameterbeam/15d7388e-43fd-4058-8b3c-713df105541b

num_threads=10

—

hasParameterbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

ex:documents

—

hasParameterbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

ex:batch-size

—

defaultParameterValuebeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

1000

—

callsbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

ex:ingest-document-function

—

orchestratesbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

ex:batch-processing

—

hasDefaultParameterbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

ex:batch-size

—

isHigherLevelFunctionbeam/3cca2fbf-b6c9-4756-9e7d-11034944be68

true

—

typebeam/5360791d-55c1-496b-9c70-0e658f9c1840

ex:PythonFunction

—

hasParameterbeam/5360791d-55c1-496b-9c70-0e658f9c1840

ex:documents-parameter

—

hasParameterbeam/5360791d-55c1-496b-9c70-0e658f9c1840

ex:batch-size-parameter

—

containsbeam/5360791d-55c1-496b-9c70-0e658f9c1840

ex:batch-processing-loop

—

typebeam/033a8e69-4536-4bb5-95fa-8622b141c188

ex:Function

—

hasParameterbeam/033a8e69-4536-4bb5-95fa-8622b141c188

ex:documents-parameter

—

receivesbeam/033a8e69-4536-4bb5-95fa-8622b141c188

ex:documents-list

—

typebeam/c74e97dd-23f2-45e9-9ec1-958b9896a948

ex:Function

—

labelbeam/c74e97dd-23f2-45e9-9ec1-958b9896a948

ingest_documents

—

hasParameterbeam/c74e97dd-23f2-45e9-9ec1-958b9896a948

ex:documents-parameter

—

usesMultiprocessingPoolbeam/c74e97dd-23f2-45e9-9ec1-958b9896a948

ex:pool-object

—

callsbeam/c74e97dd-23f2-45e9-9ec1-958b9896a948

ex:pool-map-call

—

calledBybeam/7da9ea7b-c0ac-49fd-b423-5ee8dee6084a

ex:main-function

—

takesArgumentbeam/7da9ea7b-c0ac-49fd-b423-5ee8dee6084a

ex:documents-list

—

typebeam/7da9ea7b-c0ac-49fd-b423-5ee8dee6084a

ex:Function

—

typebeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:PythonFunction

—

labelbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ingest_documents

—

hasParameterbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:documents-parameter

—

createsThreadForbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:ingest-document-function

—

managesThreadLifecyclebeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:thread-start-and-join

—

iteratesOverbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:documents-parameter

—

appendsTobeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:threads-list

—

ensuresbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:all-threads-completion

—

usesForLoopbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:document-iteration

—

initializesbeam/14c41d63-9107-49f0-8719-e8fd7bab951a

ex:threads-list-variable

—

typebeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:Function

—

labelbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ingest_documents

—

hasParameterbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:documents-parameter

—

createsThreadsbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:thread-creation

—

usesThreadingModulebeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:threading-module

—

startsThreadsbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:thread-start

—

joinsThreadsbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:thread-join

—

isCalledBybeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:example-usage

—

hasLocalVariablebeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:threads-list

—

appendsTobeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:threads-list

—

iteratesOverbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:threads-list

—

hasReturnStatementbeam/94aab38c-9f59-4e86-8a22-a3c54160a2a3

ex:no-return

References (9)

9 references

[1]40c4000b 1a48 411c A5f7 D76923a3997015 facts
ctx:claims/beam/40c4000b-1a48-411c-a5f7-d76923a39970
[2]15d7388e 43fd 4058 8b3c 713df105541b4 facts
ctx:claims/beam/15d7388e-43fd-4058-8b3c-713df105541b
[3]3cca2fbf B6c9 4756 9e7d 11034944be687 facts
ctx:claims/beam/3cca2fbf-b6c9-4756-9e7d-11034944be68
- full textbeam-chunk
  text/plain1 KBdoc:beam/3cca2fbf-b6c9-4756-9e7d-11034944be68
  Show excerpt
  - `pool.map(ingest_document, documents)`: Distributes the documents across the worker processes for parallel processing. 2. **Simulated Ingestion**: - `time.sleep(0.01)`: Simulates the ingestion time for each document. 3. **Logging*…
[4]5360791d 55c1 496b 9c70 0e658f9c18404 facts
ctx:claims/beam/5360791d-55c1-496b-9c70-0e658f9c1840
- full textbeam-chunk
  text/plain1 KBdoc:beam/5360791d-55c1-496b-9c70-0e658f9c1840
  Show excerpt
  [Turn 523] Assistant: Certainly! When discussing the results of technical problem-solving efforts, it's important to include accuracy percentages to provide a clear measure of performance. ### Optimizing the Ingestion Pipeline To achieve …
[5]033a8e69 4536 4bb5 95fa 8622b141c1883 facts
ctx:claims/beam/033a8e69-4536-4bb5-95fa-8622b141c188
- full textbeam-chunk
  text/plain1 KBdoc:beam/033a8e69-4536-4bb5-95fa-8622b141c188
  Show excerpt
  for i in range(0, len(documents), batch_size): batch = documents[i:i + batch_size] with Pool(processes=os.cpu_count()) as pool: pool.map(ingest_document, batch) def main(): documents = [f"document_{i}" f…
[6]C74e97dd 23f2 45e9 9ec1 958b9896a9485 facts
ctx:claims/beam/c74e97dd-23f2-45e9-9ec1-958b9896a948
- full textbeam-chunk
  text/plain1 KBdoc:beam/c74e97dd-23f2-45e9-9ec1-958b9896a948
  Show excerpt
  4. **Monitoring and Logging**: Implement monitoring and logging to ensure high uptime and diagnose issues quickly. ### Example Implementation Let's modify your code to use multiprocessing to handle the ingestion of documents concurrently.…
[7]7da9ea7b C0ac 49fd B423 5ee8dee6084a3 facts
ctx:claims/beam/7da9ea7b-c0ac-49fd-b423-5ee8dee6084a
- full textbeam-chunk
  text/plain1 KBdoc:beam/7da9ea7b-c0ac-49fd-b423-5ee8dee6084a
  Show excerpt
  documents = [f"document_{i}" for i in range(18000)] start_time = datetime.now() ingest_documents(documents) end_time = datetime.now() total_time = end_time - start_time print(f"Total ingestion time: {total_time}") …
[8]14c41d63 9107 49f0 8719 E8fd7bab951a10 facts
ctx:claims/beam/14c41d63-9107-49f0-8719-e8fd7bab951a
[9]94aab38c 9f59 4e86 8a22 A3c54160a2a312 facts
ctx:claims/beam/94aab38c-9f59-4e86-8a22-a3c54160a2a3
- full textbeam-chunk
  text/plain1 KBdoc:beam/94aab38c-9f59-4e86-8a22-a3c54160a2a3
  Show excerpt
  format='%(asctime)s - %(levelname)s - %(message)s') def ingest_document(document): try: # ingestion logic here logging.info(f"Ingesting document: {document}") # Simulate ingestion logic …

Keep researching

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ingest_documents

Has Parameterin disputehasParameter

Inbound mentions (18)

callsFunctionCalls Function(3)

callsCalls(2)

containsContains(1)

containsFunctionContains Function(1)

definesDefines(1)

demonstratesDemonstrates(1)

demonstratesUsageDemonstrates Usage(1)

hasComponentHas Component(1)

isCalledByIs Called by(1)

isCommentaryOnIs Commentary on(1)

isOrchestratedByIs Orchestrated by(1)

isParameterOfIs Parameter of(1)

isUsedByIs Used by(1)

isUsedInFunctionIs Used in Function(1)

usedInUsed in(1)

Other facts (49)

Timeline

References (9)

See also

Keep researching

Has Parameterin dispute`hasParameter`

`callsFunction`Calls Function(3)

`calls`Calls(2)

`contains`Contains(1)

`containsFunction`Contains Function(1)

`defines`Defines(1)

`demonstrates`Demonstrates(1)

`demonstratesUsage`Demonstrates Usage(1)

`hasComponent`Has Component(1)

`isCalledBy`Is Called by(1)

`isCommentaryOn`Is Commentary on(1)

`isOrchestratedBy`Is Orchestrated by(1)

`isParameterOf`Is Parameter of(1)

`isUsedBy`Is Used by(1)

`isUsedInFunction`Is Used in Function(1)

`usedIn`Used in(1)