This is the harder version of the problem. In this version, $1 \le n, m \le 2\cdot10^5$. You can hack this problem if you locked it. But you can hack the previous problem only if you locked both problems.

You are given a sequence of integers $a=[a_1,a_2,\dots,a_n]$ of length $n$. Its subsequence is obtained by removing zero or more elements from the sequence $a$ (they do not necessarily go consecutively). For example, for the sequence $a=[11,20,11,33,11,20,11]$:

• $[11,20,11,33,11,20,11]$, $[11,20,11,33,11,20]$, $[11,11,11,11]$, $[20]$, $[33,20]$ are subsequences (these are just some of the long list);
• $[40]$, $[33,33]$, $[33,20,20]$, $[20,20,11,11]$ are not subsequences.

Suppose that an additional non-negative integer $k$ ($1 \le k \le n$) is given, then the subsequence is called optimal if:

• it has a length of $k$ and the sum of its elements is the maximum possible among all subsequences of length $k$;
• and among all subsequences of length $k$ that satisfy the previous item, it is lexicographically minimal.

Recall that the sequence $b=[b_1, b_2, \dots, b_k]$ is lexicographically smaller than the sequence $c=[c_1, c_2, \dots, c_k]$ if the first element (from the left) in which they differ less in the sequence $b$ than in $c$. Formally: there exists $t$ ($1 \le t \le k$) such that $b_1=c_1$, $b_2=c_2$, ..., $b_{t-1}=c_{t-1}$ and at the same time $b_t<c_t$. For example:

• $[10, 20, 20]$ lexicographically less than $[10, 21, 1]$,
• $[7, 99, 99]$ is lexicographically less than $[10, 21, 1]$,
• $[10, 21, 0]$ is lexicographically less than $[10, 21, 1]$.

You are given a sequence of $a=[a_1,a_2,\dots,a_n]$ and $m$ requests, each consisting of two numbers $k_j$ and $pos_j$ ($1 \le k \le n$, $1 \le pos_j \le k_j$). For each query, print the value that is in the index $pos_j$ of the optimal subsequence of the given sequence $a$ for $k=k_j$.

For example, if $n=4$, $a=[10,20,30,20]$, $k_j=2$, then the optimal subsequence is $[20,30]$ — it is the minimum lexicographically among all subsequences of length $2$ with the maximum total sum of items. Thus, the answer to the request $k_j=2$, $pos_j=1$ is the number $20$, and the answer to the request $k_j=2$, $pos_j=2$ is the number $30$.