During development, epithelial tissues undergo extensive morphogenesis based on coordinated changes of cell shape and position over time. Continuum mechanics describes tissue mechanical state and shape changes in terms of strain and stress. It accounts for individual cell properties using only a few spatially averaged material parameters. To determine the mechanical state and parameters in the Drosophila pupa dorsal thorax epithelium, we sever in vivo the adherens junctions around a disk-shaped domain comprising typically hundred cells. This enables a direct measurement of the strain along different orientations at once. The amplitude and anisotropy of the strain increase during development. We also measure the stress to viscosity ratio and similarly find an increase in amplitude and anisotropy. The relaxation time is of order of ten seconds. We propose a space-time, continuous model of the relaxation. Good agreement with experimental data validates the description of the epithelial domain as a continuous, linear, visco-elastic material. We discuss the relevant time and length scales. Another material parameter, the ratio of external friction to internal viscosity, is estimated by fitting the initial velocity profile. Together, our results contribute to quantify forces and displacements, and their time evolution during morphogenesis. ; Comment: To appear in J R Soc Lond Interface