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lint network functions
This document was generated from 'src/documentation/print-linter-wiki.ts' on 2025-09-29, 19:42:57 UTC presenting an overview of flowR's linter (v2.5.0, using R v4.5.0). Please do not edit this file/wiki page directly.
Network Functions [overview]
This rule is a best-effort
rule.
Marks network functions that execute network operations, such as downloading files or making HTTP requests.
This linting rule is implemented in src/linter/rules/network-functions.ts.
Linting rules can be configured by passing a configuration object to the linter query as shown in the example below.
The network-functions
rule accepts the following configuration options:
-
fns
The list of function names that should be marked in the given context if their arguments match. -
onlyTriggerWithArgument
only trigger if the function's read argument is linked to a value that matches this pattern
read.csv("https://example.com/data.csv")
download.file("https://foo.bar")
The linting query can be used to run this rule on the above example:
[ { "type": "linter", "rules": [ { "name": "network-functions", "config": {} } ] } ]
Results (prettified and summarized):
Query: linter (3 ms)
╰ Network Functions (network-functions):
╰ certain:
╰ Function read.csv
at 2.1-40
╰ Function download.file
at 3.1-32
╰ Metadata: {"totalCalls":2,"totalFunctionDefinitions":2,"searchTimeMs":3,"processTimeMs":0}
All queries together required ≈3 ms (1ms accuracy, total 4 ms)
Show Detailed Results as Json
The analysis required 3.5 ms (including parsing and normalization and the query) within the generation environment.
In general, the JSON contains the Ids of the nodes in question as they are present in the normalized AST or the dataflow graph of flowR. Please consult the Interface wiki page for more information on how to get those.
{
"linter": {
"results": {
"network-functions": {
"results": [
{
"certainty": "certain",
"function": "read.csv",
"range": [
2,
1,
2,
40
]
},
{
"certainty": "certain",
"function": "download.file",
"range": [
3,
1,
3,
32
]
}
],
".meta": {
"totalCalls": 2,
"totalFunctionDefinitions": 2,
"searchTimeMs": 3,
"processTimeMs": 0
}
}
},
".meta": {
"timing": 3
}
},
".meta": {
"timing": 3
}
}
These examples are synthesized from the test cases in: test/functionality/linter/lint-network-functions.test.ts
Testing the nested use the 'url' function in other function calls
Given the following input:
foo(url("http://example.com"))
And using the following configuration:
{ fns: ['url'] }
We expect the linter to report the following:
certainty: LintingResultCertainty.Certain, function: 'url', range: [1,5,1,29]
See here for the test-case implementation.
Given the following input:
`download.file("${prefix}foo.org/bar.csv", "local.csv")`
And using the following configuration:
{ fns: ['download.file'] }
We expect the linter to report the following:
certainty: LintingResultCertainty.Certain, function: 'download.file', range: [1,1,1,prefix.length+45]
See here for the test-case implementation.
Given the following input:
httr::GET("http://example.com")
And using the following configuration:
{ fns: ['GET'] }
We expect the linter to report the following:
certainty: LintingResultCertainty.Certain, function: 'httr::GET', range: [1,1,1,31]
See here for the test-case implementation.
Given the following input:
read.csv("www.example.com")
And using the following configuration:
{ fns: ['read.csv'] }
We expect the linter to report the following:
* no lints
See here for the test-case implementation.
Given the following input:
download.file("data/local.csv", "local.csv")
And using the following configuration:
{ fns: ['read.csv'] }
We expect the linter to report the following:
* no lints
See here for the test-case implementation.
Given the following input:
file("data/local.csv")
And using the following configuration:
{ fns: NETWORK_FUNCTIONS.info.defaultConfig.fns }
We expect the linter to report the following:
* no lints
See here for the test-case implementation.
Given the following input:
print("http://example.com")
And using the following configuration:
{ fns: NETWORK_FUNCTIONS.info.defaultConfig.fns }
We expect the linter to report the following:
* no lints
See here for the test-case implementation.
Given the following input:
read.csv(file = "http://example.com/data.csv")
And using the following configuration:
{ fns: ['read.csv'] }
We expect the linter to report the following:
certainty: LintingResultCertainty.Certain, function: 'read.csv', range: [1,1,1,46]
See here for the test-case implementation.
Given the following input:
url <- "http://example.com/data.csv"; read.csv(url)
And using the following configuration:
{ fns: ['read.csv'] }
We expect the linter to report the following:
certainty: LintingResultCertainty.Certain, function: 'read.csv', range: [1,39,1,51]
See here for the test-case implementation.
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