.make_fingerprint

Creates a stable identifier based on input data characteristics.
Used for automatic session identification without user intervention.

internal

Provides drop-in replacements for 'purrr' and 'furrr' mapping
functions with built-in fault tolerance, automatic checkpointing, and
seamless recovery capabilities. When long-running computations are
interrupted due to errors, system crashes, or other failures, simply
re-run the same code to automatically resume from the last checkpoint.
Ideal for large-scale data processing, API calls, web scraping, and
other time-intensive operations where reliability is critical. For
'purrr' methodology, see Wickham and Henry (2023)
<https://purrr.tidyverse.org/>.

Zaoqu Liu

SafeMapper

Fault-Tolerant Functional Programming with Automatic
Checkpointing

.make_fingerprint function

<dl><dt>data</dt>
<dd>List of input data vectors.</dd>
<dt>mode</dt>
<dd>Character string indicating the operation mode.</dd></dl>

Arguments

Generate Data Fingerprint — .make_fingerprint

<dl>

<dt>data</dt>
<dd>List of input data vectors.</dd>


<dt>mode</dt>
<dd>Character string indicating the operation mode.</dd>

</dl>

.make_fingerprint: Generate Data Fingerprint

Description

Usage

Value

Arguments