yangyz1230/TACO
Updated
Error code: FeaturesError Exception: ArrowInvalid Message: Schema at index 1 was different: MA0002.1.RUNX1: double MA0003.5.TFAP2A: double MA0007.2.AR: double MA0009.2.TBXT: double MA0014.4.PAX5: double MA0017.3.NR2F1: double MA0018.5.CREB1: double MA0024.3.E2F1: int64 MA0030.2.FOXF2: double MA0032.2.FOXC1: double MA0035.5.GATA1: double MA0036.4.GATA2: double MA0037.3.GATA3: double MA0038.3.GFI1: double MA0039.5.KLF4: double MA0041.3.FOXD3: double MA0043.4.HLF: double MA0048.3.NHLH1: double MA0050.2.IRF1: double MA0051.2.IRF2: double MA0052.5.MEF2A: double MA0056.3.MZF1: double MA0058.4.MAX: double MA0059.2.MAX::MYC: double MA0060.4.NFYA: double MA0062.4.GABPA: double MA0063.3.NKX2-5: double MA0065.1.PPARG::RXRA: double MA0066.2.PPARG: double MA0069.1.PAX6: double MA0070.2.PBX1: double MA0072.2.RORA: double MA0073.2.RREB1: double MA0074.1.RXRA::VDR: double MA0075.4.PRRX2: double MA0076.3.ELK4: double MA0080.5.SPI1: double MA0081.3.SPIB: double MA0083.3.SRF: double MA0084.2.SRY: double MA0088.2.ZNF143: double MA0089.3.MAFG::NFE2L1: double MA0090.4.TEAD1: double MA0091.2.TAL1::TCF3: double MA0093.4.USF1: double MA0095.2.YY1: double MA0100.4.MYB: double MA0102.5.CEBPA: double MA0103.4.ZEB1: double MA0104.5.MYCN: double MA0105.4.NFKB1: double MA0106.3.TP53: double MA0107.1.RELA: double MA0112.4.ESR1: double MA0113.4.NR3C1: double MA0115.1.NR1H2::RXRA: double MA0122.2.NKX3-2: double MA0124.1.NKX3-1: double MA0130.1.ZNF354C: double MA0131.3.HINFP: double MA0136.2.ELF5: double MA0137.4.STAT1: double MA0138.3.REST: double MA0139.2.CTCF: double MA0140.3.GATA1::TAL1: double MA0141.4.ESRRB: double MA0149.1.EWSR1-FLI1: double MA0150.1.NFE2L2: double MA0152.1.NFATC2: double MA0153.2.HNF1B: double MA0154.5.EBF1: double MA0155.1.INSM1: double MA0156.4.FEV: double MA0157.2.FOXO3: double MA0161.3.NFIC: double MA0162.5.EGR1: double MA0163.1.PLAG1: double MA0259.2.ARNT::HIF1A: double MA0442.3.SOX10: double MA0462.3.BATF::JUN: double MA0463.3.BCL6: double MA0464.3.BHLHE40: double MA0465.3.CDX2: double MA0466.4.CEBPB: double MA0468.1.DUX4: double MA0469.4.E2F3: double MA0470.3.E2F4: double MA0471.3.E2F6: double MA0474.2.ERG: double MA0477.3.FOSL1: double MA0479.2.FOXH1: double MA0484.3.HNF4G: double MA0486.2.HSF1: double MA0489.1.JUN: double MA0493.3.KLF1: double MA0495.4.MAFF: double MA0496.4.MAFK: double MA0497.2.MEF2C: double MA0498.3.MEIS1: int64 MA0499.3.MYOD1: double MA0500.3.MYOG: double MA0502.3.NFYB: double MA0506.1.NRF1: double MA0507.3.POU2F2: double MA0508.4.PRDM1: double MA0510.3.RFX5: double MA0511.2.RUNX2: double MA0517.2.STAT1::STAT2: double MA0523.2.TCF7L2: double MA0524.3.TFAP2C: double MA0525.2.TP63: double MA0526.5.USF2: double MA0527.2.ZBTB33: double MA0528.3.ZNF263: double MA0592.4.ESRRA: double MA0594.3.HOXA9: double MA0596.1.SREBF2: double MA0597.3.THAP1: double MA0598.4.EHF: double MA0599.1.KLF5: double MA0610.2.DMRT3: double MA0613.1.FOXG1: double MA0616.3.HES2: double MA0625.3.NFATC3: double MA0630.2.SHOX: double MA0632.3.TCFL5: double MA0641.1.ELF4: double MA0646.2.GCM1: double MA0647.2.GRHL1: double MA0648.2.GSC: double MA0650.2.HOXA13: double MA0651.3.HOXC11: double MA0652.2.IRF8: double MA0653.1.IRF9: double MA0657.2.KLF13: double MA0659.2.MAFG: double MA0665.1.MSC: double MA0668.1.NEUROD2: double MA0670.2.NFIA: double MA0673.2.NKX2-8: double MA0679.3.ONECUT1: double MA0680.1.PAX7: double MA0681.3.PHOX2B: double MA0683.2.POU4F2: double MA0684.3.RUNX3: double MA0686.2.SPDEF: double MA0687.2.SPIC: double MA0689.1.TBX20: double MA0690.3.TBX21: double MA0693.2.VDR: double MA0694.2.ZBTB7B: double MA0695.2.ZBTB7C: double MA0696.1.ZIC1: double MA0697.1.ZIC3: double MA0698.2.ZBTB18: double MA0702.3.LMX1A: double MA0712.3.OTX2: double MA0715.1.PROP1: int64 MA0719.2.RHOXF1: double MA0724.1.VENTX: double MA0729.1.RARA: double MA0731.1.BCL6B: double MA0732.2.EGR3: double MA0734.2.GLI2: double MA0735.2.GLIS1: double MA0737.1.GLIS3: double MA0738.2.HIC2: double MA0743.3.SCRT1: double MA0745.3.SNAI2: double MA0746.3.SP3: double MA0747.2.SP8: double MA0748.3.YY2: double MA0749.2.ZBED1: double MA0752.2.ZNF410: double MA0753.3.ZNF740: double MA0754.3.CUX1: double MA0756.3.ONECUT2: double MA0757.2.ONECUT3: double MA0758.1.E2F7: double MA0761.3.ETV1: double MA0767.2.GCM2: double MA0768.1.LEF1: double MA0769.3.TCF7: double MA0772.2.IRF7: double MA0773.1.MEF2D: double MA0774.1.MEIS2: double MA0775.2.MEIS3: double MA0776.1.MYBL1: double MA0777.1.MYBL2: double MA0778.2.NFKB2: double MA0779.2.PAX1: double MA0780.1.PAX3: double MA0782.3.PKNOX1: double MA0785.2.POU2F1: double MA0786.2.POU3F1: double MA0787.1.POU3F2: double MA0791.2.POU4F3: double MA0793.2.POU6F2: double MA0794.1.PROX1: double MA0795.1.SMAD3: double MA0797.1.TGIF2: double MA0798.3.RFX3: double MA0799.3.RFX4: double MA0805.1.TBX1: double MA0808.1.TEAD3: double MA0815.1.TFAP2C: double MA0818.2.BHLHE22: double MA0819.3.CLOCK: double MA0822.1.HES7: double MA0823.1.HEY1: double MA0829.3.SREBF1: double MA0833.3.ATF4: double MA0836.3.CEBPD: double MA0841.2.NFE2: double MA0842.3.NRL: double MA0843.2.TEF: double MA0844.2.XBP1: double MA0847.4.FOXD2: double MA0861.2.TP73: double MA0862.1.GMEB2: double MA0863.1.MTF1: double MA0865.3.E2F8: double MA0866.1.SOX21: double MA0867.3.SOX4: double MA0868.3.SOX8: double MA0877.4.BARHL1: double MA0878.3.CDX1: double MA0884.2.DUXA: double MA0895.2.HMBOX1: double MA0901.3.HOXB13: double MA0906.2.HOXC12: double MA0907.2.HOXC13: double MA0909.2.HOXD13: int64 MA0912.2.HOXD3: double MA0913.3.HOXD9: double MA0914.2.ISL2: double MA1099.3.HES1: double MA1101.3.BACH2: int64 MA1102.3.CTCFL: double MA1104.3.GATA6: double MA1105.3.GRHL2: double MA1106.2.HIF1A: double MA1107.3.KLF9: double MA1108.3.MXI1: double MA1109.2.NEUROD1: double MA1110.1.NR1H4: double MA1111.2.NR2F2: double MA1112.3.NR4A1: double MA1115.2.POU5F1: double MA1116.2.RBPJ: double MA1117.2.RELB: double MA1118.2.SIX1: double MA1119.2.SIX2: double MA1120.2.SOX13: double MA1121.2.TEAD2: double MA1123.3.TWIST1: double MA1124.1.ZNF24: double MA1125.2.ZNF384: double MA1140.3.JUNB: double MA1142.2.FOSL1::JUND: double MA1143.2.FOSL1::JUND: double MA1145.2.FOSL2::JUND: double MA1147.2.NR4A2::RXRA: double MA1148.2.PPARA::RXRA: double MA1149.2.RARA::RXRG: double MA1150.2.RORB: double MA1154.2.ZNF282: double MA1155.1.ZSCAN4: double MA1418.2.IRF3: double MA1420.1.IRF5: double MA1421.1.TCF7L1: double MA1463.2.ARGFX: double MA1464.2.ARNT2: double MA1466.2.ATF6: double MA1467.1.ATOH1: double MA1470.2.BACH2: double MA1471.2.BARX2: double MA1472.1.BHLHA15: double MA1474.2.CREB3L4: double MA1475.2.CREB3L4: double MA1476.1.DLX5: double MA1478.2.DMRTA2: double MA1479.2.DMRTC2: double MA1480.2.DPRX: int64 MA1483.3.ELF2: double MA1485.1.FERD3L: double MA1487.3.FOXE1: double MA1491.3.GLI3: double MA1494.2.HNF4A: double MA1500.2.HOXB6: double MA1503.2.HOXB9: double MA1508.2.IKZF1: double MA1509.1.IRF6: double MA1511.2.KLF10: double MA1512.2.KLF11: double MA1514.2.KLF17: double MA1516.2.KLF3: double MA1517.2.KLF6: double MA1518.1.LHX1: double MA1520.2.MAF: double MA1522.2.MAZ: double MA1523.2.MSANTD3: double MA1524.1.MSGN1: double MA1525.3.NFATC4: double MA1528.2.NFIX: double MA1529.2.NHLH2: double MA1530.2.NKX6-3: double MA1532.2.NR1D2: double MA1533.2.NR1I2: double MA1534.2.NR1I3: double MA1535.2.NR2C1: double MA1539.1.NR2F6: double MA1540.1.NR5A1: double MA1541.2.NR6A1: double MA1542.2.OSR1: double MA1544.2.OVOL1: double MA1545.2.OVOL2: double MA1546.2.PAX3: double MA1547.2.PITX2: double MA1548.2.PLAGL2: double MA1549.2.POU6F1: double MA1550.2.PPARD: double MA1554.2.RFX7: double MA1556.1.RXRG: double MA1559.2.SNAI3: double MA1561.2.SOX12: double MA1562.2.SOX14: double MA1563.2.SOX18: double MA1566.3.TBX3: double MA1567.1.TBX6: double MA1570.1.TFAP4: double MA1573.1.THAP11: double MA1575.2.THRB: double MA1576.2.THRB: double MA1578.2.VEZF1: double MA1579.2.ZBTB26: double MA1580.1.ZBTB32: double MA1581.2.ZBTB6: double MA1583.2.ZFP57: double MA1585.2.ZKSCAN1: double MA1587.1.ZNF135: double MA1588.1.ZNF136: double MA1589.2.ZNF140: double MA1592.2.ZNF274: double MA1593.2.ZNF317: double MA1594.1.ZNF382: double MA1596.1.ZNF460: double MA1597.1.ZNF528: double MA1599.2.ZNF682: double MA1600.2.ZNF684: double MA1601.2.ZNF75D: double MA1602.2.ZSCAN29: double MA1630.3.ZNF281: double MA1631.2.ASCL1: double MA1635.2.BHLHE22: double MA1637.2.EBF3: double MA1638.2.HAND2: double MA1640.2.MEIS2: double MA1642.2.NEUROG2: double MA1643.2.NFIB: double MA1644.2.NFYC: double MA1645.2.NKX2-2: double MA1646.2.OSR2: double MA1647.1.PRDM4: double MA1648.2.TCF12: double MA1649.2.ZBTB12: double MA1650.2.ZBTB14: double MA1651.2.ZFP42: double MA1652.2.ZKSCAN5: double MA1654.2.ZNF16: double MA1655.2.ZNF341: double MA1656.2.ZNF449: double MA1657.2.ZNF652: double MA1707.2.DMRTA1: double MA1709.2.ZIM3: double MA1710.2.ZNF257: double MA1711.2.ZNF343: double MA1712.2.ZNF454: double MA1713.2.ZNF610: double MA1714.2.ZNF675: double MA1715.1.ZNF707: double MA1716.2.ZNF76: double MA1717.2.ZNF784: double MA1718.1.ZNF8: double MA1719.2.ZNF816: double MA1720.2.ZNF85: double MA1721.2.ZNF93: double MA1722.2.ZSCAN31: double MA1723.2.PRDM9: double MA1725.2.ZNF189: double MA1726.2.ZNF331: double MA1727.2.ZNF417: double MA1728.2.ZNF549: double MA1729.2.ZNF680: double MA1730.2.ZNF708: double MA1731.2.ZNF768: double MA1929.2.CTCF: double MA1930.2.CTCF: double MA1931.1.ELK1::HOXA1: double MA1932.2.ELK1::HOXB13: double MA1933.2.ELK1::SREBF2: double MA1935.2.ERF::FOXI1: double MA1938.2.ERF::NHLH1: double MA1939.2.ERF::SREBF2: double MA1941.2.ETV2::FIGLA: double MA1942.2.ETV2::FOXI1: double MA1943.2.ETV2::HOXB13: double MA1944.2.ETV5::DRGX: double MA1945.2.ETV5::FIGLA: double MA1946.2.ETV5::FOXI1: double MA1947.2.ETV5::FOXO1: double MA1950.2.FLI1::FOXI1: double MA1951.2.FOS: double MA1955.2.FOXO1::ELK3: double MA1958.2.HOXD12::ELK1: double MA1960.2.MGA::EVX1: double MA1961.2.PATZ1: double MA1962.1.POU2F1::SOX2: double MA1963.2.SATB1: double MA1964.2.SMAD2: double MA1965.2.SP5: double MA1967.2.TFAP4::FLI1: double MA1968.2.TFCP2: double MA1969.2.THRA: double MA1971.2.ZBED2: double MA1972.1.ZFP14: double MA1973.2.ZKSCAN3: double MA1974.2.ZNF211: double MA1975.2.ZNF214: double MA1976.2.ZNF320: double MA1977.2.ZNF324: double MA1978.2.ZNF354A: double MA1979.2.ZNF416: double MA1980.1.ZNF418: double MA1981.2.ZNF530: double MA1982.2.ZNF574: double MA1983.2.ZNF582: double MA1984.2.ZNF667: double MA1985.1.ZNF669: double MA1986.2.ZNF692: double MA1987.2.ZNF701: double MA2096.1.ZNF524: double MA2097.1.ZNF75A: double MA2098.1.ZNF766: double MA2099.1.ZNF770: double MA2100.1.ZSCAN16: double MA2101.1.ZNF677: double MA2102.1.ZBTB17: double MA2117.1.FOXP4: double MA2118.1.FOXS1: double MA2120.1.ZNF184: double MA2121.1.ZNF213: double MA2324.1.BCL11A: double MA2325.1.EPAS1: double MA2326.1.IKZF2: double MA2327.1.PGR: double MA2328.1.ZBED4: double MA2330.1.ZBTB24: double MA2331.1.ZNF157: double MA2333.1.ZNF35: double MA2334.1.ZNF547: double MA2335.1.ZNF558: double MA2336.1.ZSCAN21: double MA2341.1.FEZF2: double vs MA0002.1.RUNX1: double MA0003.5.TFAP2A: double MA0007.2.AR: double MA0009.2.TBXT: double MA0014.4.PAX5: double MA0017.3.NR2F1: double MA0018.5.CREB1: double MA0024.3.E2F1: double MA0030.2.FOXF2: double MA0032.2.FOXC1: double MA0035.5.GATA1: double MA0036.4.GATA2: double MA0037.3.GATA3: double MA0038.3.GFI1: double MA0039.5.KLF4: double MA0041.3.FOXD3: double MA0043.4.HLF: int64 MA0048.3.NHLH1: double MA0050.2.IRF1: double MA0051.2.IRF2: double MA0052.5.MEF2A: double MA0056.3.MZF1: double MA0058.4.MAX: double MA0059.2.MAX::MYC: double MA0060.4.NFYA: double MA0062.4.GABPA: int64 MA0063.3.NKX2-5: double MA0065.1.PPARG::RXRA: double MA0066.2.PPARG: double MA0069.1.PAX6: double MA0070.2.PBX1: double MA0072.2.RORA: double MA0073.2.RREB1: double MA0074.1.RXRA::VDR: double MA0075.4.PRRX2: double MA0076.3.ELK4: double MA0080.5.SPI1: double MA0081.3.SPIB: double MA0083.3.SRF: double MA0084.2.SRY: double MA0088.2.ZNF143: double MA0089.3.MAFG::NFE2L1: double MA0090.4.TEAD1: double MA0091.2.TAL1::TCF3: double MA0093.4.USF1: double MA0095.2.YY1: double MA0100.4.MYB: double MA0102.5.CEBPA: double MA0103.4.ZEB1: double MA0104.5.MYCN: double MA0105.4.NFKB1: double MA0106.3.TP53: double MA0107.1.RELA: double MA0112.4.ESR1: double MA0113.4.NR3C1: double MA0115.1.NR1H2::RXRA: double MA0122.2.NKX3-2: double MA0124.1.NKX3-1: double MA0130.1.ZNF354C: double MA0131.3.HINFP: double MA0136.2.ELF5: double MA0137.4.STAT1: double MA0138.3.REST: double MA0139.2.CTCF: double MA0140.3.GATA1::TAL1: double MA0141.4.ESRRB: double MA0149.1.EWSR1-FLI1: double MA0150.1.NFE2L2: double MA0152.1.NFATC2: double MA0153.2.HNF1B: double MA0154.5.EBF1: double MA0155.1.INSM1: double MA0156.4.FEV: double MA0157.2.FOXO3: double MA0161.3.NFIC: double MA0162.5.EGR1: double MA0163.1.PLAG1: double MA0259.2.ARNT::HIF1A: double MA0442.3.SOX10: double MA0462.3.BATF::JUN: double MA0463.3.BCL6: double MA0464.3.BHLHE40: double MA0465.3.CDX2: double MA0466.4.CEBPB: double MA0468.1.DUX4: double MA0469.4.E2F3: double MA0470.3.E2F4: double MA0471.3.E2F6: double MA0474.2.ERG: double MA0477.3.FOSL1: double MA0479.2.FOXH1: double MA0484.3.HNF4G: double MA0486.2.HSF1: double MA0489.1.JUN: double MA0493.3.KLF1: double MA0495.4.MAFF: double MA0496.4.MAFK: double MA0497.2.MEF2C: double MA0498.3.MEIS1: int64 MA0499.3.MYOD1: int64 MA0500.3.MYOG: double MA0502.3.NFYB: double MA0506.1.NRF1: double MA0507.3.POU2F2: double MA0508.4.PRDM1: double MA0510.3.RFX5: double MA0511.2.RUNX2: double MA0517.2.STAT1::STAT2: double MA0523.2.TCF7L2: double MA0524.3.TFAP2C: double MA0525.2.TP63: double MA0526.5.USF2: double MA0527.2.ZBTB33: double MA0528.3.ZNF263: double MA0592.4.ESRRA: double MA0594.3.HOXA9: double MA0596.1.SREBF2: double MA0597.3.THAP1: double MA0598.4.EHF: double MA0599.1.KLF5: double MA0610.2.DMRT3: double MA0613.1.FOXG1: double MA0616.3.HES2: double MA0625.3.NFATC3: double MA0630.2.SHOX: double MA0632.3.TCFL5: double MA0641.1.ELF4: double MA0646.2.GCM1: double MA0647.2.GRHL1: double MA0648.2.GSC: double MA0650.2.HOXA13: double MA0651.3.HOXC11: double MA0652.2.IRF8: double MA0653.1.IRF9: double MA0657.2.KLF13: double MA0659.2.MAFG: double MA0665.1.MSC: double MA0668.1.NEUROD2: double MA0670.2.NFIA: double MA0673.2.NKX2-8: double MA0679.3.ONECUT1: double MA0680.1.PAX7: double MA0681.3.PHOX2B: double MA0683.2.POU4F2: double MA0684.3.RUNX3: double MA0686.2.SPDEF: double MA0687.2.SPIC: double MA0689.1.TBX20: double MA0690.3.TBX21: double MA0693.2.VDR: double MA0694.2.ZBTB7B: double MA0695.2.ZBTB7C: double MA0696.1.ZIC1: double MA0697.1.ZIC3: double MA0698.2.ZBTB18: double MA0702.3.LMX1A: int64 MA0712.3.OTX2: double MA0715.1.PROP1: double MA0719.2.RHOXF1: double MA0724.1.VENTX: double MA0729.1.RARA: double MA0731.1.BCL6B: double MA0732.2.EGR3: double MA0734.2.GLI2: double MA0735.2.GLIS1: double MA0737.1.GLIS3: double MA0738.2.HIC2: double MA0743.3.SCRT1: double MA0745.3.SNAI2: double MA0746.3.SP3: double MA0747.2.SP8: double MA0748.3.YY2: double MA0749.2.ZBED1: double MA0752.2.ZNF410: double MA0753.3.ZNF740: double MA0754.3.CUX1: double MA0756.3.ONECUT2: double MA0757.2.ONECUT3: double MA0758.1.E2F7: double MA0761.3.ETV1: double MA0767.2.GCM2: double MA0768.1.LEF1: double MA0769.3.TCF7: double MA0772.2.IRF7: double MA0773.1.MEF2D: double MA0774.1.MEIS2: double MA0775.2.MEIS3: double MA0776.1.MYBL1: double MA0777.1.MYBL2: double MA0778.2.NFKB2: double MA0779.2.PAX1: double MA0780.1.PAX3: double MA0782.3.PKNOX1: double MA0785.2.POU2F1: double MA0786.2.POU3F1: double MA0787.1.POU3F2: double MA0791.2.POU4F3: double MA0793.2.POU6F2: double MA0794.1.PROX1: double MA0795.1.SMAD3: double MA0797.1.TGIF2: double MA0798.3.RFX3: double MA0799.3.RFX4: double MA0805.1.TBX1: double MA0808.1.TEAD3: double MA0815.1.TFAP2C: double MA0818.2.BHLHE22: double MA0819.3.CLOCK: double MA0822.1.HES7: double MA0823.1.HEY1: double MA0829.3.SREBF1: double MA0833.3.ATF4: double MA0836.3.CEBPD: double MA0841.2.NFE2: double MA0842.3.NRL: double MA0843.2.TEF: double MA0844.2.XBP1: double MA0847.4.FOXD2: double MA0861.2.TP73: double MA0862.1.GMEB2: double MA0863.1.MTF1: double MA0865.3.E2F8: double MA0866.1.SOX21: double MA0867.3.SOX4: double MA0868.3.SOX8: double MA0877.4.BARHL1: double MA0878.3.CDX1: double MA0884.2.DUXA: double MA0895.2.HMBOX1: double MA0901.3.HOXB13: double MA0906.2.HOXC12: double MA0907.2.HOXC13: double MA0909.2.HOXD13: double MA0912.2.HOXD3: double MA0913.3.HOXD9: double MA0914.2.ISL2: double MA1099.3.HES1: double MA1101.3.BACH2: double MA1102.3.CTCFL: double MA1104.3.GATA6: double MA1105.3.GRHL2: double MA1106.2.HIF1A: double MA1107.3.KLF9: double MA1108.3.MXI1: double MA1109.2.NEUROD1: double MA1110.1.NR1H4: double MA1111.2.NR2F2: double MA1112.3.NR4A1: double MA1115.2.POU5F1: double MA1116.2.RBPJ: double MA1117.2.RELB: double MA1118.2.SIX1: double MA1119.2.SIX2: double MA1120.2.SOX13: double MA1121.2.TEAD2: double MA1123.3.TWIST1: double MA1124.1.ZNF24: double MA1125.2.ZNF384: double MA1140.3.JUNB: double MA1142.2.FOSL1::JUND: double MA1143.2.FOSL1::JUND: double MA1145.2.FOSL2::JUND: double MA1147.2.NR4A2::RXRA: double MA1148.2.PPARA::RXRA: double MA1149.2.RARA::RXRG: double MA1150.2.RORB: double MA1154.2.ZNF282: double MA1155.1.ZSCAN4: double MA1418.2.IRF3: double MA1420.1.IRF5: double MA1421.1.TCF7L1: double MA1463.2.ARGFX: double MA1464.2.ARNT2: double MA1466.2.ATF6: double MA1467.1.ATOH1: double MA1470.2.BACH2: double MA1471.2.BARX2: double MA1472.1.BHLHA15: double MA1474.2.CREB3L4: double MA1475.2.CREB3L4: double MA1476.1.DLX5: double MA1478.2.DMRTA2: double MA1479.2.DMRTC2: double MA1480.2.DPRX: double MA1483.3.ELF2: double MA1485.1.FERD3L: double MA1487.3.FOXE1: double MA1491.3.GLI3: double MA1494.2.HNF4A: double MA1500.2.HOXB6: double MA1503.2.HOXB9: double MA1508.2.IKZF1: double MA1509.1.IRF6: double MA1511.2.KLF10: double MA1512.2.KLF11: double MA1514.2.KLF17: double MA1516.2.KLF3: double MA1517.2.KLF6: double MA1518.1.LHX1: double MA1520.2.MAF: double MA1522.2.MAZ: double MA1523.2.MSANTD3: double MA1524.1.MSGN1: double MA1525.3.NFATC4: double MA1528.2.NFIX: double MA1529.2.NHLH2: double MA1530.2.NKX6-3: double MA1532.2.NR1D2: double MA1533.2.NR1I2: double MA1534.2.NR1I3: double MA1535.2.NR2C1: double MA1539.1.NR2F6: double MA1540.1.NR5A1: double MA1541.2.NR6A1: double MA1542.2.OSR1: int64 MA1544.2.OVOL1: double MA1545.2.OVOL2: double MA1546.2.PAX3: double MA1547.2.PITX2: double MA1548.2.PLAGL2: double MA1549.2.POU6F1: double MA1550.2.PPARD: double MA1554.2.RFX7: double MA1556.1.RXRG: double MA1559.2.SNAI3: double MA1561.2.SOX12: double MA1562.2.SOX14: double MA1563.2.SOX18: double MA1566.3.TBX3: double MA1567.1.TBX6: double MA1570.1.TFAP4: double MA1573.1.THAP11: double MA1575.2.THRB: int64 MA1576.2.THRB: double MA1578.2.VEZF1: double MA1579.2.ZBTB26: double MA1580.1.ZBTB32: double MA1581.2.ZBTB6: double MA1583.2.ZFP57: double MA1585.2.ZKSCAN1: double MA1587.1.ZNF135: double MA1588.1.ZNF136: double MA1589.2.ZNF140: double MA1592.2.ZNF274: double MA1593.2.ZNF317: double MA1594.1.ZNF382: double MA1596.1.ZNF460: double MA1597.1.ZNF528: double MA1599.2.ZNF682: double MA1600.2.ZNF684: double MA1601.2.ZNF75D: double MA1602.2.ZSCAN29: double MA1630.3.ZNF281: double MA1631.2.ASCL1: double MA1635.2.BHLHE22: double MA1637.2.EBF3: double MA1638.2.HAND2: double MA1640.2.MEIS2: double MA1642.2.NEUROG2: double MA1643.2.NFIB: double MA1644.2.NFYC: double MA1645.2.NKX2-2: double MA1646.2.OSR2: double MA1647.1.PRDM4: double MA1648.2.TCF12: double MA1649.2.ZBTB12: double MA1650.2.ZBTB14: double MA1651.2.ZFP42: double MA1652.2.ZKSCAN5: double MA1654.2.ZNF16: double MA1655.2.ZNF341: double MA1656.2.ZNF449: double MA1657.2.ZNF652: double MA1707.2.DMRTA1: double MA1709.2.ZIM3: double MA1710.2.ZNF257: double MA1711.2.ZNF343: double MA1712.2.ZNF454: double MA1713.2.ZNF610: double MA1714.2.ZNF675: double MA1715.1.ZNF707: double MA1716.2.ZNF76: double MA1717.2.ZNF784: double MA1718.1.ZNF8: double MA1719.2.ZNF816: double MA1720.2.ZNF85: double MA1721.2.ZNF93: double MA1722.2.ZSCAN31: double MA1723.2.PRDM9: double MA1725.2.ZNF189: double MA1726.2.ZNF331: double MA1727.2.ZNF417: double MA1728.2.ZNF549: double MA1729.2.ZNF680: double MA1730.2.ZNF708: double MA1731.2.ZNF768: double MA1929.2.CTCF: double MA1930.2.CTCF: double MA1931.1.ELK1::HOXA1: double MA1932.2.ELK1::HOXB13: double MA1933.2.ELK1::SREBF2: double MA1935.2.ERF::FOXI1: double MA1938.2.ERF::NHLH1: double MA1939.2.ERF::SREBF2: double MA1941.2.ETV2::FIGLA: int64 MA1942.2.ETV2::FOXI1: double MA1943.2.ETV2::HOXB13: double MA1944.2.ETV5::DRGX: double MA1945.2.ETV5::FIGLA: double MA1946.2.ETV5::FOXI1: double MA1947.2.ETV5::FOXO1: double MA1950.2.FLI1::FOXI1: double MA1951.2.FOS: double MA1955.2.FOXO1::ELK3: double MA1958.2.HOXD12::ELK1: double MA1960.2.MGA::EVX1: double MA1961.2.PATZ1: double MA1962.1.POU2F1::SOX2: double MA1963.2.SATB1: double MA1964.2.SMAD2: double MA1965.2.SP5: double MA1967.2.TFAP4::FLI1: double MA1968.2.TFCP2: double MA1969.2.THRA: double MA1971.2.ZBED2: double MA1972.1.ZFP14: double MA1973.2.ZKSCAN3: double MA1974.2.ZNF211: double MA1975.2.ZNF214: double MA1976.2.ZNF320: double MA1977.2.ZNF324: double MA1978.2.ZNF354A: double MA1979.2.ZNF416: double MA1980.1.ZNF418: double MA1981.2.ZNF530: double MA1982.2.ZNF574: double MA1983.2.ZNF582: double MA1984.2.ZNF667: double MA1985.1.ZNF669: double MA1986.2.ZNF692: double MA1987.2.ZNF701: double MA2096.1.ZNF524: double MA2097.1.ZNF75A: double MA2098.1.ZNF766: double MA2099.1.ZNF770: double MA2100.1.ZSCAN16: double MA2101.1.ZNF677: double MA2102.1.ZBTB17: double MA2117.1.FOXP4: double MA2118.1.FOXS1: double MA2120.1.ZNF184: double MA2121.1.ZNF213: double MA2324.1.BCL11A: double MA2325.1.EPAS1: double MA2326.1.IKZF2: double MA2327.1.PGR: double MA2328.1.ZBED4: double MA2330.1.ZBTB24: double MA2331.1.ZNF157: double MA2333.1.ZNF35: double MA2334.1.ZNF547: double MA2335.1.ZNF558: double MA2336.1.ZSCAN21: double MA2341.1.FEZF2: double Traceback: Traceback (most recent call last): File "/src/services/worker/src/worker/job_runners/split/first_rows.py", line 228, in compute_first_rows_from_streaming_response iterable_dataset = iterable_dataset._resolve_features() File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 3422, in _resolve_features features = _infer_features_from_batch(self.with_format(None)._head()) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2187, in _head return next(iter(self.iter(batch_size=n))) File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 2391, in iter for key, example in iterator: File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1882, in __iter__ for key, pa_table in self._iter_arrow(): File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 1904, in _iter_arrow yield from self.ex_iterable._iter_arrow() File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/iterable_dataset.py", line 559, in _iter_arrow yield new_key, pa.Table.from_batches(chunks_buffer) File "pyarrow/table.pxi", line 4116, in pyarrow.lib.Table.from_batches File "pyarrow/error.pxi", line 154, in pyarrow.lib.pyarrow_internal_check_status File "pyarrow/error.pxi", line 91, in pyarrow.lib.check_status pyarrow.lib.ArrowInvalid: Schema at index 1 was different: MA0002.1.RUNX1: double MA0003.5.TFAP2A: double MA0007.2.AR: double MA0009.2.TBXT: double MA0014.4.PAX5: double MA0017.3.NR2F1: double MA0018.5.CREB1: double MA0024.3.E2F1: int64 MA0030.2.FOXF2: double MA0032.2.FOXC1: double MA0035.5.GATA1: double MA0036.4.GATA2: double MA0037.3.GATA3: double MA0038.3.GFI1: double MA0039.5.KLF4: double MA0041.3.FOXD3: double MA0043.4.HLF: double MA0048.3.NHLH1: double MA0050.2.IRF1: double MA0051.2.IRF2: double MA0052.5.MEF2A: double MA0056.3.MZF1: double MA0058.4.MAX: double MA0059.2.MAX::MYC: double MA0060.4.NFYA: double MA0062.4.GABPA: double MA0063.3.NKX2-5: double MA0065.1.PPARG::RXRA: double MA0066.2.PPARG: double MA0069.1.PAX6: double MA0070.2.PBX1: double MA0072.2.RORA: double MA0073.2.RREB1: double MA0074.1.RXRA::VDR: double MA0075.4.PRRX2: double MA0076.3.ELK4: double MA0080.5.SPI1: double MA0081.3.SPIB: double MA0083.3.SRF: double MA0084.2.SRY: double MA0088.2.ZNF143: double MA0089.3.MAFG::NFE2L1: double MA0090.4.TEAD1: double MA0091.2.TAL1::TCF3: double MA0093.4.USF1: double MA0095.2.YY1: double MA0100.4.MYB: double MA0102.5.CEBPA: double MA0103.4.ZEB1: double MA0104.5.MYCN: double MA0105.4.NFKB1: double MA0106.3.TP53: double MA0107.1.RELA: double MA0112.4.ESR1: double MA0113.4.NR3C1: double MA0115.1.NR1H2::RXRA: double MA0122.2.NKX3-2: double MA0124.1.NKX3-1: double MA0130.1.ZNF354C: double MA0131.3.HINFP: double MA0136.2.ELF5: double MA0137.4.STAT1: double MA0138.3.REST: double MA0139.2.CTCF: double MA0140.3.GATA1::TAL1: double MA0141.4.ESRRB: double MA0149.1.EWSR1-FLI1: double MA0150.1.NFE2L2: double MA0152.1.NFATC2: double MA0153.2.HNF1B: double MA0154.5.EBF1: double MA0155.1.INSM1: double MA0156.4.FEV: double MA0157.2.FOXO3: double MA0161.3.NFIC: double MA0162.5.EGR1: double MA0163.1.PLAG1: double MA0259.2.ARNT::HIF1A: double MA0442.3.SOX10: double MA0462.3.BATF::JUN: double MA0463.3.BCL6: double MA0464.3.BHLHE40: double MA0465.3.CDX2: double MA0466.4.CEBPB: double MA0468.1.DUX4: double MA0469.4.E2F3: double MA0470.3.E2F4: double MA0471.3.E2F6: double MA0474.2.ERG: double MA0477.3.FOSL1: double MA0479.2.FOXH1: double MA0484.3.HNF4G: double MA0486.2.HSF1: double MA0489.1.JUN: double MA0493.3.KLF1: double MA0495.4.MAFF: double MA0496.4.MAFK: double MA0497.2.MEF2C: double MA0498.3.MEIS1: int64 MA0499.3.MYOD1: double MA0500.3.MYOG: double MA0502.3.NFYB: double MA0506.1.NRF1: double MA0507.3.POU2F2: double MA0508.4.PRDM1: double MA0510.3.RFX5: double MA0511.2.RUNX2: double MA0517.2.STAT1::STAT2: double MA0523.2.TCF7L2: double MA0524.3.TFAP2C: double MA0525.2.TP63: double MA0526.5.USF2: double MA0527.2.ZBTB33: double MA0528.3.ZNF263: double MA0592.4.ESRRA: double MA0594.3.HOXA9: double MA0596.1.SREBF2: double MA0597.3.THAP1: double MA0598.4.EHF: double MA0599.1.KLF5: double MA0610.2.DMRT3: double MA0613.1.FOXG1: double MA0616.3.HES2: double MA0625.3.NFATC3: double MA0630.2.SHOX: double MA0632.3.TCFL5: double MA0641.1.ELF4: double MA0646.2.GCM1: double MA0647.2.GRHL1: double MA0648.2.GSC: double MA0650.2.HOXA13: double MA0651.3.HOXC11: double MA0652.2.IRF8: double MA0653.1.IRF9: double MA0657.2.KLF13: double MA0659.2.MAFG: double MA0665.1.MSC: double MA0668.1.NEUROD2: double MA0670.2.NFIA: double MA0673.2.NKX2-8: double MA0679.3.ONECUT1: double MA0680.1.PAX7: double MA0681.3.PHOX2B: double MA0683.2.POU4F2: double MA0684.3.RUNX3: double MA0686.2.SPDEF: double MA0687.2.SPIC: double MA0689.1.TBX20: double MA0690.3.TBX21: double MA0693.2.VDR: double MA0694.2.ZBTB7B: double MA0695.2.ZBTB7C: double MA0696.1.ZIC1: double MA0697.1.ZIC3: double MA0698.2.ZBTB18: double MA0702.3.LMX1A: double MA0712.3.OTX2: double MA0715.1.PROP1: int64 MA0719.2.RHOXF1: double MA0724.1.VENTX: double MA0729.1.RARA: double MA0731.1.BCL6B: double MA0732.2.EGR3: double MA0734.2.GLI2: double MA0735.2.GLIS1: double MA0737.1.GLIS3: double MA0738.2.HIC2: double MA0743.3.SCRT1: double MA0745.3.SNAI2: double MA0746.3.SP3: double MA0747.2.SP8: double MA0748.3.YY2: double MA0749.2.ZBED1: double MA0752.2.ZNF410: double MA0753.3.ZNF740: double MA0754.3.CUX1: double MA0756.3.ONECUT2: double MA0757.2.ONECUT3: double MA0758.1.E2F7: double MA0761.3.ETV1: double MA0767.2.GCM2: double MA0768.1.LEF1: double MA0769.3.TCF7: double MA0772.2.IRF7: double MA0773.1.MEF2D: double MA0774.1.MEIS2: double MA0775.2.MEIS3: double MA0776.1.MYBL1: double MA0777.1.MYBL2: double MA0778.2.NFKB2: double MA0779.2.PAX1: double MA0780.1.PAX3: double MA0782.3.PKNOX1: double MA0785.2.POU2F1: double MA0786.2.POU3F1: double MA0787.1.POU3F2: double MA0791.2.POU4F3: double MA0793.2.POU6F2: double MA0794.1.PROX1: double MA0795.1.SMAD3: double MA0797.1.TGIF2: double MA0798.3.RFX3: double MA0799.3.RFX4: double MA0805.1.TBX1: double MA0808.1.TEAD3: double MA0815.1.TFAP2C: double MA0818.2.BHLHE22: double MA0819.3.CLOCK: double MA0822.1.HES7: double MA0823.1.HEY1: double MA0829.3.SREBF1: double MA0833.3.ATF4: double MA0836.3.CEBPD: double MA0841.2.NFE2: double MA0842.3.NRL: double MA0843.2.TEF: double MA0844.2.XBP1: double MA0847.4.FOXD2: double MA0861.2.TP73: double MA0862.1.GMEB2: double MA0863.1.MTF1: double MA0865.3.E2F8: double MA0866.1.SOX21: double MA0867.3.SOX4: double MA0868.3.SOX8: double MA0877.4.BARHL1: double MA0878.3.CDX1: double MA0884.2.DUXA: double MA0895.2.HMBOX1: double MA0901.3.HOXB13: double MA0906.2.HOXC12: double MA0907.2.HOXC13: double MA0909.2.HOXD13: int64 MA0912.2.HOXD3: double MA0913.3.HOXD9: double MA0914.2.ISL2: double MA1099.3.HES1: double MA1101.3.BACH2: int64 MA1102.3.CTCFL: double MA1104.3.GATA6: double MA1105.3.GRHL2: double MA1106.2.HIF1A: double MA1107.3.KLF9: double MA1108.3.MXI1: double MA1109.2.NEUROD1: double MA1110.1.NR1H4: double MA1111.2.NR2F2: double MA1112.3.NR4A1: double MA1115.2.POU5F1: double MA1116.2.RBPJ: double MA1117.2.RELB: double MA1118.2.SIX1: double MA1119.2.SIX2: double MA1120.2.SOX13: double MA1121.2.TEAD2: double MA1123.3.TWIST1: double MA1124.1.ZNF24: double MA1125.2.ZNF384: double MA1140.3.JUNB: double MA1142.2.FOSL1::JUND: double MA1143.2.FOSL1::JUND: double MA1145.2.FOSL2::JUND: double MA1147.2.NR4A2::RXRA: double MA1148.2.PPARA::RXRA: double MA1149.2.RARA::RXRG: double MA1150.2.RORB: double MA1154.2.ZNF282: double MA1155.1.ZSCAN4: double MA1418.2.IRF3: double MA1420.1.IRF5: double MA1421.1.TCF7L1: double MA1463.2.ARGFX: double MA1464.2.ARNT2: double MA1466.2.ATF6: double MA1467.1.ATOH1: double MA1470.2.BACH2: double MA1471.2.BARX2: double MA1472.1.BHLHA15: double MA1474.2.CREB3L4: double MA1475.2.CREB3L4: double MA1476.1.DLX5: double MA1478.2.DMRTA2: double MA1479.2.DMRTC2: double MA1480.2.DPRX: int64 MA1483.3.ELF2: double MA1485.1.FERD3L: double MA1487.3.FOXE1: double MA1491.3.GLI3: double MA1494.2.HNF4A: double MA1500.2.HOXB6: double MA1503.2.HOXB9: double MA1508.2.IKZF1: double MA1509.1.IRF6: double MA1511.2.KLF10: double MA1512.2.KLF11: double MA1514.2.KLF17: double MA1516.2.KLF3: double MA1517.2.KLF6: double MA1518.1.LHX1: double MA1520.2.MAF: double MA1522.2.MAZ: double MA1523.2.MSANTD3: double MA1524.1.MSGN1: double MA1525.3.NFATC4: double MA1528.2.NFIX: double MA1529.2.NHLH2: double MA1530.2.NKX6-3: double MA1532.2.NR1D2: double MA1533.2.NR1I2: double MA1534.2.NR1I3: double MA1535.2.NR2C1: double MA1539.1.NR2F6: double MA1540.1.NR5A1: double MA1541.2.NR6A1: double MA1542.2.OSR1: double MA1544.2.OVOL1: double MA1545.2.OVOL2: double MA1546.2.PAX3: double MA1547.2.PITX2: double MA1548.2.PLAGL2: double MA1549.2.POU6F1: double MA1550.2.PPARD: double MA1554.2.RFX7: double MA1556.1.RXRG: double MA1559.2.SNAI3: double MA1561.2.SOX12: double MA1562.2.SOX14: double MA1563.2.SOX18: double MA1566.3.TBX3: double MA1567.1.TBX6: double MA1570.1.TFAP4: double MA1573.1.THAP11: double MA1575.2.THRB: double MA1576.2.THRB: double MA1578.2.VEZF1: double MA1579.2.ZBTB26: double MA1580.1.ZBTB32: double MA1581.2.ZBTB6: double MA1583.2.ZFP57: double MA1585.2.ZKSCAN1: double MA1587.1.ZNF135: double MA1588.1.ZNF136: double MA1589.2.ZNF140: double MA1592.2.ZNF274: double MA1593.2.ZNF317: double MA1594.1.ZNF382: double MA1596.1.ZNF460: double MA1597.1.ZNF528: double MA1599.2.ZNF682: double MA1600.2.ZNF684: double MA1601.2.ZNF75D: double MA1602.2.ZSCAN29: double MA1630.3.ZNF281: double MA1631.2.ASCL1: double MA1635.2.BHLHE22: double MA1637.2.EBF3: double MA1638.2.HAND2: double MA1640.2.MEIS2: double MA1642.2.NEUROG2: double MA1643.2.NFIB: double MA1644.2.NFYC: double MA1645.2.NKX2-2: double MA1646.2.OSR2: double MA1647.1.PRDM4: double MA1648.2.TCF12: double MA1649.2.ZBTB12: double MA1650.2.ZBTB14: double MA1651.2.ZFP42: double MA1652.2.ZKSCAN5: double MA1654.2.ZNF16: double MA1655.2.ZNF341: double MA1656.2.ZNF449: double MA1657.2.ZNF652: double MA1707.2.DMRTA1: double MA1709.2.ZIM3: double MA1710.2.ZNF257: double MA1711.2.ZNF343: double MA1712.2.ZNF454: double MA1713.2.ZNF610: double MA1714.2.ZNF675: double MA1715.1.ZNF707: double MA1716.2.ZNF76: double MA1717.2.ZNF784: double MA1718.1.ZNF8: double MA1719.2.ZNF816: double MA1720.2.ZNF85: double MA1721.2.ZNF93: double MA1722.2.ZSCAN31: double MA1723.2.PRDM9: double MA1725.2.ZNF189: double MA1726.2.ZNF331: double MA1727.2.ZNF417: double MA1728.2.ZNF549: double MA1729.2.ZNF680: double MA1730.2.ZNF708: double MA1731.2.ZNF768: double MA1929.2.CTCF: double MA1930.2.CTCF: double MA1931.1.ELK1::HOXA1: double MA1932.2.ELK1::HOXB13: double MA1933.2.ELK1::SREBF2: double MA1935.2.ERF::FOXI1: double MA1938.2.ERF::NHLH1: double MA1939.2.ERF::SREBF2: double MA1941.2.ETV2::FIGLA: double MA1942.2.ETV2::FOXI1: double MA1943.2.ETV2::HOXB13: double MA1944.2.ETV5::DRGX: double MA1945.2.ETV5::FIGLA: double MA1946.2.ETV5::FOXI1: double MA1947.2.ETV5::FOXO1: double MA1950.2.FLI1::FOXI1: double MA1951.2.FOS: double MA1955.2.FOXO1::ELK3: double MA1958.2.HOXD12::ELK1: double MA1960.2.MGA::EVX1: double MA1961.2.PATZ1: double MA1962.1.POU2F1::SOX2: double MA1963.2.SATB1: double MA1964.2.SMAD2: double MA1965.2.SP5: double MA1967.2.TFAP4::FLI1: double MA1968.2.TFCP2: double MA1969.2.THRA: double MA1971.2.ZBED2: double MA1972.1.ZFP14: double MA1973.2.ZKSCAN3: double MA1974.2.ZNF211: double MA1975.2.ZNF214: double MA1976.2.ZNF320: double MA1977.2.ZNF324: double MA1978.2.ZNF354A: double MA1979.2.ZNF416: double MA1980.1.ZNF418: double MA1981.2.ZNF530: double MA1982.2.ZNF574: double MA1983.2.ZNF582: double MA1984.2.ZNF667: double MA1985.1.ZNF669: double MA1986.2.ZNF692: double MA1987.2.ZNF701: double MA2096.1.ZNF524: double MA2097.1.ZNF75A: double MA2098.1.ZNF766: double MA2099.1.ZNF770: double MA2100.1.ZSCAN16: double MA2101.1.ZNF677: double MA2102.1.ZBTB17: double MA2117.1.FOXP4: double MA2118.1.FOXS1: double MA2120.1.ZNF184: double MA2121.1.ZNF213: double MA2324.1.BCL11A: double MA2325.1.EPAS1: double MA2326.1.IKZF2: double MA2327.1.PGR: double MA2328.1.ZBED4: double MA2330.1.ZBTB24: double MA2331.1.ZNF157: double MA2333.1.ZNF35: double MA2334.1.ZNF547: double MA2335.1.ZNF558: double MA2336.1.ZSCAN21: double MA2341.1.FEZF2: double vs MA0002.1.RUNX1: double MA0003.5.TFAP2A: double MA0007.2.AR: double MA0009.2.TBXT: double MA0014.4.PAX5: double MA0017.3.NR2F1: double MA0018.5.CREB1: double MA0024.3.E2F1: double MA0030.2.FOXF2: double MA0032.2.FOXC1: double MA0035.5.GATA1: double MA0036.4.GATA2: double MA0037.3.GATA3: double MA0038.3.GFI1: double MA0039.5.KLF4: double MA0041.3.FOXD3: double MA0043.4.HLF: int64 MA0048.3.NHLH1: double MA0050.2.IRF1: double MA0051.2.IRF2: double MA0052.5.MEF2A: double MA0056.3.MZF1: double MA0058.4.MAX: double MA0059.2.MAX::MYC: double MA0060.4.NFYA: double MA0062.4.GABPA: int64 MA0063.3.NKX2-5: double MA0065.1.PPARG::RXRA: double MA0066.2.PPARG: double MA0069.1.PAX6: double MA0070.2.PBX1: double MA0072.2.RORA: double MA0073.2.RREB1: double MA0074.1.RXRA::VDR: double MA0075.4.PRRX2: double MA0076.3.ELK4: double MA0080.5.SPI1: double MA0081.3.SPIB: double MA0083.3.SRF: double MA0084.2.SRY: double MA0088.2.ZNF143: double MA0089.3.MAFG::NFE2L1: double MA0090.4.TEAD1: double MA0091.2.TAL1::TCF3: double MA0093.4.USF1: double MA0095.2.YY1: double MA0100.4.MYB: double MA0102.5.CEBPA: double MA0103.4.ZEB1: double MA0104.5.MYCN: double MA0105.4.NFKB1: double MA0106.3.TP53: double MA0107.1.RELA: double MA0112.4.ESR1: double MA0113.4.NR3C1: double MA0115.1.NR1H2::RXRA: double MA0122.2.NKX3-2: double MA0124.1.NKX3-1: double MA0130.1.ZNF354C: double MA0131.3.HINFP: double MA0136.2.ELF5: double MA0137.4.STAT1: double MA0138.3.REST: double MA0139.2.CTCF: double MA0140.3.GATA1::TAL1: double MA0141.4.ESRRB: double MA0149.1.EWSR1-FLI1: double MA0150.1.NFE2L2: double MA0152.1.NFATC2: double MA0153.2.HNF1B: double MA0154.5.EBF1: double MA0155.1.INSM1: double MA0156.4.FEV: double MA0157.2.FOXO3: double MA0161.3.NFIC: double MA0162.5.EGR1: double MA0163.1.PLAG1: double MA0259.2.ARNT::HIF1A: double MA0442.3.SOX10: double MA0462.3.BATF::JUN: double MA0463.3.BCL6: double MA0464.3.BHLHE40: double MA0465.3.CDX2: double MA0466.4.CEBPB: double MA0468.1.DUX4: double MA0469.4.E2F3: double MA0470.3.E2F4: double MA0471.3.E2F6: double MA0474.2.ERG: double MA0477.3.FOSL1: double MA0479.2.FOXH1: double MA0484.3.HNF4G: double MA0486.2.HSF1: double MA0489.1.JUN: double MA0493.3.KLF1: double MA0495.4.MAFF: double MA0496.4.MAFK: double MA0497.2.MEF2C: double MA0498.3.MEIS1: int64 MA0499.3.MYOD1: int64 MA0500.3.MYOG: double MA0502.3.NFYB: double MA0506.1.NRF1: double MA0507.3.POU2F2: double MA0508.4.PRDM1: double MA0510.3.RFX5: double MA0511.2.RUNX2: double MA0517.2.STAT1::STAT2: double MA0523.2.TCF7L2: double MA0524.3.TFAP2C: double MA0525.2.TP63: double MA0526.5.USF2: double MA0527.2.ZBTB33: double MA0528.3.ZNF263: double MA0592.4.ESRRA: double MA0594.3.HOXA9: double MA0596.1.SREBF2: double MA0597.3.THAP1: double MA0598.4.EHF: double MA0599.1.KLF5: double MA0610.2.DMRT3: double MA0613.1.FOXG1: double MA0616.3.HES2: double MA0625.3.NFATC3: double MA0630.2.SHOX: double MA0632.3.TCFL5: double MA0641.1.ELF4: double MA0646.2.GCM1: double MA0647.2.GRHL1: double MA0648.2.GSC: double MA0650.2.HOXA13: double MA0651.3.HOXC11: double MA0652.2.IRF8: double MA0653.1.IRF9: double MA0657.2.KLF13: double MA0659.2.MAFG: double MA0665.1.MSC: double MA0668.1.NEUROD2: double MA0670.2.NFIA: double MA0673.2.NKX2-8: double MA0679.3.ONECUT1: double MA0680.1.PAX7: double MA0681.3.PHOX2B: double MA0683.2.POU4F2: double MA0684.3.RUNX3: double MA0686.2.SPDEF: double MA0687.2.SPIC: double MA0689.1.TBX20: double MA0690.3.TBX21: double MA0693.2.VDR: double MA0694.2.ZBTB7B: double MA0695.2.ZBTB7C: double MA0696.1.ZIC1: double MA0697.1.ZIC3: double MA0698.2.ZBTB18: double MA0702.3.LMX1A: int64 MA0712.3.OTX2: double MA0715.1.PROP1: double MA0719.2.RHOXF1: double MA0724.1.VENTX: double MA0729.1.RARA: double MA0731.1.BCL6B: double MA0732.2.EGR3: double MA0734.2.GLI2: double MA0735.2.GLIS1: double MA0737.1.GLIS3: double MA0738.2.HIC2: double MA0743.3.SCRT1: double MA0745.3.SNAI2: double MA0746.3.SP3: double MA0747.2.SP8: double MA0748.3.YY2: double MA0749.2.ZBED1: double MA0752.2.ZNF410: double MA0753.3.ZNF740: double MA0754.3.CUX1: double MA0756.3.ONECUT2: double MA0757.2.ONECUT3: double MA0758.1.E2F7: double MA0761.3.ETV1: double MA0767.2.GCM2: double MA0768.1.LEF1: double MA0769.3.TCF7: double MA0772.2.IRF7: double MA0773.1.MEF2D: double MA0774.1.MEIS2: double MA0775.2.MEIS3: double MA0776.1.MYBL1: double MA0777.1.MYBL2: double MA0778.2.NFKB2: double MA0779.2.PAX1: double MA0780.1.PAX3: double MA0782.3.PKNOX1: double MA0785.2.POU2F1: double MA0786.2.POU3F1: double MA0787.1.POU3F2: double MA0791.2.POU4F3: double MA0793.2.POU6F2: double MA0794.1.PROX1: double MA0795.1.SMAD3: double MA0797.1.TGIF2: double MA0798.3.RFX3: double MA0799.3.RFX4: double MA0805.1.TBX1: double MA0808.1.TEAD3: double MA0815.1.TFAP2C: double MA0818.2.BHLHE22: double MA0819.3.CLOCK: double MA0822.1.HES7: double MA0823.1.HEY1: double MA0829.3.SREBF1: double MA0833.3.ATF4: double MA0836.3.CEBPD: double MA0841.2.NFE2: double MA0842.3.NRL: double MA0843.2.TEF: double MA0844.2.XBP1: double MA0847.4.FOXD2: double MA0861.2.TP73: double MA0862.1.GMEB2: double MA0863.1.MTF1: double MA0865.3.E2F8: double MA0866.1.SOX21: double MA0867.3.SOX4: double MA0868.3.SOX8: double MA0877.4.BARHL1: double MA0878.3.CDX1: double MA0884.2.DUXA: double MA0895.2.HMBOX1: double MA0901.3.HOXB13: double MA0906.2.HOXC12: double MA0907.2.HOXC13: double MA0909.2.HOXD13: double MA0912.2.HOXD3: double MA0913.3.HOXD9: double MA0914.2.ISL2: double MA1099.3.HES1: double MA1101.3.BACH2: double MA1102.3.CTCFL: double MA1104.3.GATA6: double MA1105.3.GRHL2: double MA1106.2.HIF1A: double MA1107.3.KLF9: double MA1108.3.MXI1: double MA1109.2.NEUROD1: double MA1110.1.NR1H4: double MA1111.2.NR2F2: double MA1112.3.NR4A1: double MA1115.2.POU5F1: double MA1116.2.RBPJ: double MA1117.2.RELB: double MA1118.2.SIX1: double MA1119.2.SIX2: double MA1120.2.SOX13: double MA1121.2.TEAD2: double MA1123.3.TWIST1: double MA1124.1.ZNF24: double MA1125.2.ZNF384: double MA1140.3.JUNB: double MA1142.2.FOSL1::JUND: double MA1143.2.FOSL1::JUND: double MA1145.2.FOSL2::JUND: double MA1147.2.NR4A2::RXRA: double MA1148.2.PPARA::RXRA: double MA1149.2.RARA::RXRG: double MA1150.2.RORB: double MA1154.2.ZNF282: double MA1155.1.ZSCAN4: double MA1418.2.IRF3: double MA1420.1.IRF5: double MA1421.1.TCF7L1: double MA1463.2.ARGFX: double MA1464.2.ARNT2: double MA1466.2.ATF6: double MA1467.1.ATOH1: double MA1470.2.BACH2: double MA1471.2.BARX2: double MA1472.1.BHLHA15: double MA1474.2.CREB3L4: double MA1475.2.CREB3L4: double MA1476.1.DLX5: double MA1478.2.DMRTA2: double MA1479.2.DMRTC2: double MA1480.2.DPRX: double MA1483.3.ELF2: double MA1485.1.FERD3L: double MA1487.3.FOXE1: double MA1491.3.GLI3: double MA1494.2.HNF4A: double MA1500.2.HOXB6: double MA1503.2.HOXB9: double MA1508.2.IKZF1: double MA1509.1.IRF6: double MA1511.2.KLF10: double MA1512.2.KLF11: double MA1514.2.KLF17: double MA1516.2.KLF3: double MA1517.2.KLF6: double MA1518.1.LHX1: double MA1520.2.MAF: double MA1522.2.MAZ: double MA1523.2.MSANTD3: double MA1524.1.MSGN1: double MA1525.3.NFATC4: double MA1528.2.NFIX: double MA1529.2.NHLH2: double MA1530.2.NKX6-3: double MA1532.2.NR1D2: double MA1533.2.NR1I2: double MA1534.2.NR1I3: double MA1535.2.NR2C1: double MA1539.1.NR2F6: double MA1540.1.NR5A1: double MA1541.2.NR6A1: double MA1542.2.OSR1: int64 MA1544.2.OVOL1: double MA1545.2.OVOL2: double MA1546.2.PAX3: double MA1547.2.PITX2: double MA1548.2.PLAGL2: double MA1549.2.POU6F1: double MA1550.2.PPARD: double MA1554.2.RFX7: double MA1556.1.RXRG: double MA1559.2.SNAI3: double MA1561.2.SOX12: double MA1562.2.SOX14: double MA1563.2.SOX18: double MA1566.3.TBX3: double MA1567.1.TBX6: double MA1570.1.TFAP4: double MA1573.1.THAP11: double MA1575.2.THRB: int64 MA1576.2.THRB: double MA1578.2.VEZF1: double MA1579.2.ZBTB26: double MA1580.1.ZBTB32: double MA1581.2.ZBTB6: double MA1583.2.ZFP57: double MA1585.2.ZKSCAN1: double MA1587.1.ZNF135: double MA1588.1.ZNF136: double MA1589.2.ZNF140: double MA1592.2.ZNF274: double MA1593.2.ZNF317: double MA1594.1.ZNF382: double MA1596.1.ZNF460: double MA1597.1.ZNF528: double MA1599.2.ZNF682: double MA1600.2.ZNF684: double MA1601.2.ZNF75D: double MA1602.2.ZSCAN29: double MA1630.3.ZNF281: double MA1631.2.ASCL1: double MA1635.2.BHLHE22: double MA1637.2.EBF3: double MA1638.2.HAND2: double MA1640.2.MEIS2: double MA1642.2.NEUROG2: double MA1643.2.NFIB: double MA1644.2.NFYC: double MA1645.2.NKX2-2: double MA1646.2.OSR2: double MA1647.1.PRDM4: double MA1648.2.TCF12: double MA1649.2.ZBTB12: double MA1650.2.ZBTB14: double MA1651.2.ZFP42: double MA1652.2.ZKSCAN5: double MA1654.2.ZNF16: double MA1655.2.ZNF341: double MA1656.2.ZNF449: double MA1657.2.ZNF652: double MA1707.2.DMRTA1: double MA1709.2.ZIM3: double MA1710.2.ZNF257: double MA1711.2.ZNF343: double MA1712.2.ZNF454: double MA1713.2.ZNF610: double MA1714.2.ZNF675: double MA1715.1.ZNF707: double MA1716.2.ZNF76: double MA1717.2.ZNF784: double MA1718.1.ZNF8: double MA1719.2.ZNF816: double MA1720.2.ZNF85: double MA1721.2.ZNF93: double MA1722.2.ZSCAN31: double MA1723.2.PRDM9: double MA1725.2.ZNF189: double MA1726.2.ZNF331: double MA1727.2.ZNF417: double MA1728.2.ZNF549: double MA1729.2.ZNF680: double MA1730.2.ZNF708: double MA1731.2.ZNF768: double MA1929.2.CTCF: double MA1930.2.CTCF: double MA1931.1.ELK1::HOXA1: double MA1932.2.ELK1::HOXB13: double MA1933.2.ELK1::SREBF2: double MA1935.2.ERF::FOXI1: double MA1938.2.ERF::NHLH1: double MA1939.2.ERF::SREBF2: double MA1941.2.ETV2::FIGLA: int64 MA1942.2.ETV2::FOXI1: double MA1943.2.ETV2::HOXB13: double MA1944.2.ETV5::DRGX: double MA1945.2.ETV5::FIGLA: double MA1946.2.ETV5::FOXI1: double MA1947.2.ETV5::FOXO1: double MA1950.2.FLI1::FOXI1: double MA1951.2.FOS: double MA1955.2.FOXO1::ELK3: double MA1958.2.HOXD12::ELK1: double MA1960.2.MGA::EVX1: double MA1961.2.PATZ1: double MA1962.1.POU2F1::SOX2: double MA1963.2.SATB1: double MA1964.2.SMAD2: double MA1965.2.SP5: double MA1967.2.TFAP4::FLI1: double MA1968.2.TFCP2: double MA1969.2.THRA: double MA1971.2.ZBED2: double MA1972.1.ZFP14: double MA1973.2.ZKSCAN3: double MA1974.2.ZNF211: double MA1975.2.ZNF214: double MA1976.2.ZNF320: double MA1977.2.ZNF324: double MA1978.2.ZNF354A: double MA1979.2.ZNF416: double MA1980.1.ZNF418: double MA1981.2.ZNF530: double MA1982.2.ZNF574: double MA1983.2.ZNF582: double MA1984.2.ZNF667: double MA1985.1.ZNF669: double MA1986.2.ZNF692: double MA1987.2.ZNF701: double MA2096.1.ZNF524: double MA2097.1.ZNF75A: double MA2098.1.ZNF766: double MA2099.1.ZNF770: double MA2100.1.ZSCAN16: double MA2101.1.ZNF677: double MA2102.1.ZBTB17: double MA2117.1.FOXP4: double MA2118.1.FOXS1: double MA2120.1.ZNF184: double MA2121.1.ZNF213: double MA2324.1.BCL11A: double MA2325.1.EPAS1: double MA2326.1.IKZF2: double MA2327.1.PGR: double MA2328.1.ZBED4: double MA2330.1.ZBTB24: double MA2331.1.ZNF157: double MA2333.1.ZNF35: double MA2334.1.ZNF547: double MA2335.1.ZNF558: double MA2336.1.ZSCAN21: double MA2341.1.FEZF2: double
Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
This repository contains data for our ICLR 2025 paper: Regulatory DNA Sequence Design with Reinforcement Learning.
If you find the data useful in your research, please cite our work:
@inproceedings{yang2025regulatory,
title={Regulatory DNA Sequence Design with Reinforcement Learning},
author={Zhao Yang and Bing Su and Chuan Cao and Ji-Rong Wen},
booktitle={The Thirteenth International Conference on Learning Representations},
year={2025},
url={https://openreview.net/forum?id=F4IMiNhim1}
}