Dipole datasets v6

Datasets are generated in ~/cernbox/hysteresis/dipole/datasets/v6/mbi_dataset_v6.yml, and is a copy of Dipole datasets v5, but with the following extra datasets:

Flattened MD1

• SFT_ZERO → SFT_AWAKE1_ZERO → SFT_ZERO → SFT_HIRADMT1_ZERO → SFT_HIRADMT2_ZERO → SFT_ZERO → SFT_LHC1_ZERO → SFT_LHC1_SPARE_ZERO → SFT_ZERO
• SFTdy_HIRADMT1 → SFT_HIRADMT2 → SFT_HIRADMT2dy → SFTdy_SFTx2 → SFTdyx2_SFT → SFT_HIRADMT1 → SFT_LHC1
• SFT_LHCINDIV_AWAKE1_fMD1 → SFT_AWAKE1_fMD1
• SFT_AWAKE1_fMD1 → SFT_AWAKE1

Standard SFT

• SFTx3 → SFTx2_LHCPILOT

• SFTx2_LHCPILOT → SFTdyx2_LHCPILOTdy → SFTdy_SFT_LHCPIPLOT

• SFT_LHC1_SPARE → SFT_LHC1_SPARE_INDIV

• SFT_LHC1 → SFT_LHC1_SPARE long

Other physics

• SFT_ZERO_HIRADMT1 → SFT_ZERO_HIRADMT2
• SFT_HIRADMT1_LHCINDIV → SFT_ZERO_HIRADMT1
• SFT_LHCINDIV_AWAKE1 → SFTdyx2 → SFTx2

MD cycles

• SFT_LHC1_MD4 → SFT_LHC1
• SFTSHIP_LHCPILOT_MD1 → SFTSHIP_LHCPILOTdy_MD1

We drift correct as in Dipole datasets v5, but ensure that the MD1 does ramp (and the marker is applied), and mark even when the previous cycle is not an MD cycle. However we do not mark the first cycle (there will be a gap between the first nonzero cycle and a non-marked cycle). We effectively move the drift gap to between cycles.