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merge_meetings_test.go
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merge_meetings_test.go
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/*
Problem:
- Given a list of unsorted, independent meetings, returns a list of a merged
one.
Example:
- Input: []meeting{{1, 2}, {2, 3}, {4, 5}}
Output: []meeting{{1, 3}, {4, 5}}
- Input: []meeting{{1, 5}, {2, 3}}
Output: []meeting{{1, 5}}
Approach:
- Sort the list in ascending order so that meetings that might need to be
merged are next to each other.
- Can merge two meetings together if the first one's end time is greater or
or equal than the second one's start time.
Solution:
- Sort the list in ascending order.
- Create a new list of merged meetings and consider the first meeting in the
original list to be the last merged one.
- Iterate through the original list and verify if the last merged meeting's
end time is greater or equal than the current meeting's start time.
- If it is true, merge them using the last merged meeting's start time
and the larger one's end time.
Cost:
- O(nlogn) time, O(n) space.
- Because we sort all meeting first, the runtime is O(nlogn). We create a new
list of merged meeting times, so the space cost is O(n).
*/
package interviewcake
import (
"sort"
"testing"
"github.com/hoanhan101/algo/common"
)
func TestMergeMeetings(t *testing.T) {
tests := []struct {
in []meeting
expected []meeting
}{
{[]meeting{}, []meeting{}},
{[]meeting{{1, 2}}, []meeting{{1, 2}}},
{[]meeting{{1, 2}, {2, 3}}, []meeting{{1, 3}}},
{[]meeting{{1, 5}, {2, 3}}, []meeting{{1, 5}}},
{[]meeting{{1, 2}, {4, 5}}, []meeting{{1, 2}, {4, 5}}},
{[]meeting{{1, 5}, {2, 3}, {4, 5}}, []meeting{{1, 5}}},
{[]meeting{{1, 2}, {2, 3}, {4, 5}}, []meeting{{1, 3}, {4, 5}}},
{[]meeting{{1, 6}, {2, 3}, {4, 5}}, []meeting{{1, 6}}},
{[]meeting{{4, 5}, {2, 3}, {1, 6}}, []meeting{{1, 6}}},
}
for _, tt := range tests {
result := mergeMeetings(tt.in)
common.Equal(t, tt.expected, result)
}
}
// meeting has a start and end time.
type meeting struct {
start int
end int
}
func mergeMeetings(meetings []meeting) []meeting {
// sort the meetings in ascending order.
sort.Slice(meetings, func(i, j int) bool {
return meetings[i].start < meetings[j].start
})
out := []meeting{}
for i := range meetings {
// push the first meeting to the list so we can have a start.
if i == 0 {
out = append(out, meetings[i])
continue
}
// if the last merged meeting's end time is greater or equal than the current
// one's start time, merge them by using the larger ending time. else,
// leave them separate and push it to the output list.
if out[len(out)-1].end >= meetings[i].start {
out[len(out)-1].end = common.Max(meetings[i].end, out[len(out)-1].end)
} else {
out = append(out, meetings[i])
}
}
return out
}