tracemem package:base R Documentation _T_r_a_c_e _C_o_p_y_i_n_g _o_f _O_b_j_e_c_t_s _D_e_s_c_r_i_p_t_i_o_n: This function marks an object so that a message is printed whenever the internal function 'duplicate' is called. This happens when two objects share the same memory and one of them is modified. It is a major cause of hard-to-predict memory use in R. _U_s_a_g_e: tracemem(x) untracemem(x) retracemem(x, previous = NULL) _A_r_g_u_m_e_n_t_s: x: An R object, not a function or environment or 'NULL'. previous: A value as returned by 'tracemem' or 'retracemem'. _D_e_t_a_i_l_s: This functionality is optional, determined at compilation, because it makes R run a little more slowly even when no objects are being traced. 'tracemem' and 'untracemem' give errors when R is not compiled with memory profiling; 'retracemem' does not (so it can be left in code during development). When an object is traced any copying of the object by the C function 'duplicate' or by arithmetic or mathematical operations produces a message to standard output. The message consists of the string 'tracemem', the identifying strings for the object being copied and the new object being created, and a stack trace showing where the duplication occurred. 'retracemem()' is used to indicate that a variable should be considered a copy of a previous variable (e.g. after subscripting). The messages can be turned off with 'tracingState'. It is not possible to trace functions, as this would conflict with 'trace' and it is not useful to trace 'NULL', environments, promises, weak references, or external pointer objects, as these are not duplicated. These functions are primitive and use positional matching of arguments. _V_a_l_u_e: A character string for identifying the object in the trace output (an address in hex enclosed in angle brackets), or 'NULL' (invisibly for 'untracemem'. _S_e_e _A_l_s_o: 'trace', 'Rprofmem' _E_x_a_m_p_l_e_s: ## Not run: a <- 1:10 tracemem(a) ## b and a share memory b <- a b[1] <- 1 untracemem(a) ## copying in lm d <- stats::rnorm(10) tracemem(d) lm(d ~ a+log(b)) ## f is not a copy and is not traced f <- d[-1] f+1 ## indicate that f should be traced as a copy of d retracemem(f, retracemem(d)) f+1 ## End(Not run)