The core of the scheme adopts the natural osmotic pressure difference-driven separation principle. The entire process operates at normal temperature and near normal pressure without pressure. No high-pressure booster equipment is required. This is completely different from the traditional pressure-type membrane filtration process. By relying on the concentration difference on both sides of the membrane to drive water molecules to spontaneously pass through the high-precision reverse osmosis membrane, it can efficiently and stably retain pollutants such as emulsified oil, suspended impurities, high-molecular polymers, colloidal asphalt, calcium and magnesium hardness, high-concentration salts, sulfides, and heavy metals in oil and gas wastewater. It completely eliminates the problems of oil film adhesion, pollutant compaction, irreversible fouling and scaling failure caused by forced squeezing of high-pressure membranes in the traditional process. The system has extremely strong resistance to oil, high salt, complex organic matter, and water quality fluctuations. It can perfectly adapt to intermittent drainage in oil and gas fields, centralized drainage during fracturing operations, and harsh working conditions with large fluctuations in water quality and quantity. It can maintain stable permeation flux and separation accuracy over a long period of time.