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Photonic time-stretch overcomes the speed limitation of conventional digitizers, and enables the observation of non-repetitive and statistically rare phenomena that occur on short timescales. In most of the time-stretch applications, large temporal dispersion is highly desired to satisfy the far-field diffraction regime. However, most conventional spatial disperser or chirped fiber Bragg grating are constrained by its spatial volume, which can be overcome by the ultra-low-loss dispersive fiber, as an ideal medium for large temporal dispersion , while it suffers from the third-order dispersion and aberrations. In this paper, an optical phase conjugation based third-order dispersion compensation scheme is introduced, with accumulated dispersion and eliminated third dispersion, and achieved negative and positive 3400-ps2 pure temporal dispersion of over 30-nm bandwidth. Leveraging this pure temporal dispersion, up to 2% temporal aberrations have been eliminated; furthermore, a Fourier domain spectroscopy has achieved a record 15000 optical effective resolvable points, with non-degraded 2-pm resolution over 30-nm range