It entirely depends on the pattern. Some are one piece, some are panels or squares or whatever, seamed together at the end.
For a large blanket in one piece you would use a long circular needle and use it to knit back and forth, just as you would with straight needles except that they hold TONS more stitches than a straight needle ever could.