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\name{.internal.selfref} | ||
\alias{.internal.selfref} | ||
\title{Internal Self-Reference Attribute in data.table} | ||
\description{ | ||
The `.internal.selfref` attribute is an internal mechanism used by \code{data.table} to optimize memory management and performance. This attribute ensures that \code{data.table} objects can be modified by reference without unnecessary copying, enabling efficient data manipulation. | ||
} | ||
\usage{ | ||
\code{.internal.selfref} | ||
} | ||
\details{ | ||
The `.internal.selfref` attribute is a pointer that allows \code{data.table} objects to reference their own memory location. This avoids redundant memory allocation when performing in-place modifications such as adding or updating columns, filtering rows, or performing joins. | ||
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If the `.internal.selfref` attribute is lost or corrupted (e.g., due to operations that inadvertently break reference semantics), \code{data.table} falls back to standard \code{data.frame}-like behavior, which can lead to reduced performance due to copying. | ||
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Users generally do not need to interact directly with `.internal.selfref`, but understanding its purpose can help debug issues related to memory usage or unexpected copying in \code{data.table} operations. | ||
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Note that `.internal.selfref` is automatically managed by \code{data.table} and is not intended to be modified by users. | ||
} | ||
\value{ | ||
The `.internal.selfref` attribute is an internal implementation detail and does not produce a value that users would typically interact with. It is invisible during regular \code{data.table} operations. | ||
} | ||
\seealso{ | ||
\code{\link{data.table}}, \code{\link{setkey}}, \code{\link{merge}}, \code{\link{[.data.table}} | ||
} | ||
\examples{ | ||
# Example to illustrate the presence of .internal.selfref | ||
dt <- data.table(A = 1:5, B = letters[1:5]) | ||
attr(dt, ".internal.selfref") # Check the internal self-reference attribute | ||
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# Modify the data.table in-place | ||
dt[, C := A * 2] | ||
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# Verify .internal.selfref is maintained | ||
attr(dt, ".internal.selfref") | ||
} | ||
\keyword{ internal } |