In cases of contempt by either party, a witness, or other persons, upon application to the court making the appointment, the judge thereof shall take such proceedings and impose such penalty as the facts authorize or require.
(Ga. L. 1894, p. 123, § 3; Civil Code 1895, § 4583; Civil Code 1910, § 5129; Code 1933, § 10-103.)