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Separate draw_samples and draw_sequence #533

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merged 32 commits into from Jun 19, 2023
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@dakk dakk commented Jun 7, 2023

Fix #522

@dakk dakk marked this pull request as ready for review June 9, 2023 11:38
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I have not finished reviewing everything yet, here are some comments that can be tackled for the moment. It's already a good job ;)

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It seems we still have some changes in the structure of the code to perform, I let you see my propositions in the comment. I would like to have as many options in draw_samples as in draw_sequence, while avoiding repetitions between the two :)

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a-corni commented Jun 12, 2023

Hey @dakk, I am about to start reviewing your latest changes.
I have noticed differences between the documentation built with your code and our latest documentation in the notebook on Output Modulation and EOM monde. It seems that you don't take care about the fall time when there is modulation. I let you have a look to it.

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One more suggestion, but I think we are closing in ;)

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I think that [sampling_rate] should be provided to draw_samples. I propose an implementation to add draw_phase_area to draw_samples

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)
else:
area_val = seq_.type.amplitude.integral / np.pi
phase_val = seq_.type.phase
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[draw_phase_area] Phase is constant if not modulated, I propose you take phase_val as the phase at tf-1 (otherwise I guess it means that we definitely have to provide all the slots of ChannelSchedule to ChannelSamples as TimeSlots)

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Figure_1

does this seems a reasonable result? I used sampled_seq.channel_samples[ch].phase[slot.ti:slot.tf][-1]

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From the perspective of the phase area, it is great !
It is also working well from the phase value perspective, but I am noticing a difference between yours and the current version, your version is displaying all the phase whereas we are displaying only the phase shifts.
Nit: You can try sampled_seq.channel_samples[ch].phase[slot.tf-1], it should work as well (and be simpler)
image

image

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By using phase_val = sampled_seq.channel_samples[ch].phase[slot.tf-1] I was getting outofbound; I fixed by passing shown_duration as extended_duration to sample().

The other issue (displaying all the phase) was a wrong condition, I think I've solved it in the next commit.

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That's weird, to me sampled_seq.channel_samples[ch].phase[slot.ti:slot.tf][-1] should be equal to sampled_seq.channel_samples[ch].phase[slot.tf-1] - and it's weird that one raises an error without the other 😅

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They are not equal in python; [A:B] get a slice from index A to index B OR len() if B > len() (try [1,2][0:1000])

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Sure, thanks for reminding me ;)

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It's looking good, you have solved the issue with the documentation, I see one issue to solve with draw_phase_area and one simplification you can implement

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)
else:
area_val = seq_.type.amplitude.integral / np.pi
phase_val = seq_.type.phase
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From the perspective of the phase area, it is great !
It is also working well from the phase value perspective, but I am noticing a difference between yours and the current version, your version is displaying all the phase whereas we are displaying only the phase shifts.
Nit: You can try sampled_seq.channel_samples[ch].phase[slot.tf-1], it should work as well (and be simpler)
image

image

va="center",
bbox=area_ph_box,
)

# Draw target regions phase_shifts
if draw_phase_shifts:
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In the end, why don't you pass _basis_ref to SequenceSamples when you sample a Sequence (just like _measurement and _magnetic_field) ?
Then you will be able to move this part of code in draw_channel_content.

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Yes, I can do this.

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I did; if I didn't miss anything should be ok now; it is still missing coverage, but I wait for your approval first

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By the way, the coverage issues raises on EOM related parts: 68, 84-95, 211-213, 216-218, 230.
If before this pull request it was working, I think that using ChannelSamples.target_time_slots is not enough for handling this part.

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I am noticing an issue in the tutorial Output Modulation and EOM. The buffers before and after the EOM mode is switched on (the time slots that are just before and just after the eom interval) are not represented...
Obtained:
image
Should be:
image

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I see; I think the problem is in the gather_data part where we create eom buffers starting from ChannelSamples.target_time_slots; the drawing part is almost unchanged

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I further investigate it, but I cannot figure out what is the problem.

EDIT:
Just fixed

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dakk commented Jun 13, 2023

With the last commit I think I solved the EOM drawing; the coverage is almost complete, it's missing two lines:

pulser-core/pulser/sampler/samples.py 183 1 99% 188
pulser-core/pulser/sequence/_seq_drawer.py 347 1 99% 225

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All nice !
@dakk could you perhaps post some output of draw_samples for samples of the sequences defined in the Output Modulation and EOM Mode notebook and in (the tutorial about Phase Shifts)[https://pulser.readthedocs.io/en/stable/tutorials/phase_shifts_vz_gates.html]. It could be nice to verify that providing a register renders nicely, (for example with an SLM)[https://pulser.readthedocs.io/en/stable/tutorials/slm_mask.html].
@HGSilveri do you want to have a look ?
Core concepts and ideas subject to discussion:

  • draw_sequence and draw_sequence both calls draw_channel_content (draw_samples can take a register to draw a register, and only shows the input sample - it is not possible to draw a modulated sample from a sample)
  • ChannelSamples has a list of TimeSlots of type "target", and can compute is_eom_mode and get_eom_mode_intervals.
  • SequenceSamples has a new attribute _basis_ref that stores seq._basis_ref. There is surely a way to circumvent this but I don't know if it's worth spending time on it.
  • the value of the phase shown with draw_area is the last of the slot (works with non-modulated sample as phase is constant, should work with modulated samples as well as only beginning of the phase might be impacted).

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dakk commented Jun 14, 2023

All nice ! @dakk could you perhaps post some output of draw_samples for samples of the sequences defined in the Output Modulation and EOM Mode notebook and in (the tutorial about Phase Shifts)[https://pulser.readthedocs.io/en/stable/tutorials/phase_shifts_vz_gates.html]. It could be nice to verify that providing a register renders nicely, (for example with an SLM)[https://pulser.readthedocs.io/en/stable/tutorials/slm_mask.html].

Sure, these are images generated from the new branch; I'm comparing them with the stable branch, if there are differences I'm posting both.

tutorials/slm_mask.html

image
image
image

tutorials/phase_shifts_vz_gates.html

image
image
image

tutorials/output_mod_eom.html

image

This EOM rendering still have differences:
WAS:
image
NOW:
image

And the problem for this is that if extended_samples.amp[slot.ti] == 0 is always False on line 214, and so eom_end_buffers is never populated. @a-corni can you figure out why?

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HGSilveri commented Jun 14, 2023

I'm taking a look right now. A few preliminary comments:

  • draw_sequence and draw_sequence both calls draw_channel_content (draw_samples can take a register to draw a register, and only shows the input sample - it is not possible to draw a modulated sample from a sample)

Do you mean draw_samples and draw_sequence?

  • ChannelSamples has a list of TimeSlots of type "target", and can compute is_eom_mode and get_eom_mode_intervals.
  • SequenceSamples has a new attribute _basis_ref that stores seq._basis_ref. There is surely a way to circumvent this but I don't know if it's worth spending time on it.

I don't think so either, it's fine to include it imo.

  • the value of the phase shown with draw_area is the last of the slot (works with non-modulated sample as phase is constant, should work with modulated samples as well as only beginning of the phase might be impacted).

Sounds ok, though I would probably go with the middle instead (ie @ (ti + tf)/2)

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a-corni commented Jun 14, 2023

@HGSilveri I indeed mean draw_samples and draw_sequence.
@dakk on EOM I think we forgot something, it should not draw the output EDIT: when drawing the sample of the sequence using drqw_samples, I believe you are showing me draw_sequence. That something might be the check if a channel of the device has a modulation bandwidth, I am going to dive into it.
About your question; perhaps a if np.isclose(extended_samples.amp[slot.ti], 0) will be better suited.

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Nice work @dakk !

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# If slot is not the first element in schedule
if sch.in_eom_mode(slot):
if ch_samples.in_eom_mode(slot):
# EOM mode starts
if not in_eom_mode:
in_eom_mode = True
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So indeed I would first try with np.isclose(extended_samples.amp[slot.ti], 0). However, if the sample is the result of a modulated sample then it is not going to be close to 0 at slot.ti. I think it's best to check that np.isclose(extended_samples.amp[slot.tf-1], 0) or (slot.ti + slot.tf)/2.

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Neither one is working; the missing smooth_draw area in eom_end_buffers is from 940 to 1180, which was this delay _TimeSlot in the original schedule _TimeSlot(type='delay', ti=940, tf=1180, targets={0, 1, 2, 3}) (Still using EOM Mode Operation https://pulser.readthedocs.io/en/stable/tutorials/output_mod_eom.html as test case)
So the check on amp value should be correct, but it is not including the delay slot.

The output is restored as the original if I do this; if the current slot ti is different from the current eom_block end (tf), then it means there is a delay and we can add an end_buffer for this missing interval:

                    if slot.ti != eom_intervals[eom_block_n].tf:
                        if extended_samples.amp[eom_intervals[eom_block_n].tf] == 0:
                            eom_end_buffers[eom_block_n] = EOMSegment(
                                eom_intervals[eom_block_n].tf, slot.ti
                            )
                    elif extended_samples.amp[slot.ti] == 0:
                        eom_end_buffers[eom_block_n] = EOMSegment(
                            slot.ti, slot.tf
                        )

I'm not sure if the elif part is still necessary and if this version is semantically identical to the original.

And this is the result:
Figure_1

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We are indeed trying to assert if there is a delay there, so I think your proposal has the intended effect. The elif should be dropped

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Good job finding this ! My question was related to using draw_samples on a modulated sample: imagine the user provides the hashed green curve to display (draw_samples(sampler.sample(seq, modulation=True))), how do you display the EOM mode and its buffer ? I think the first buffer will be shown, the main EOM part as well, but that you will have to check that your amplitude is not equal to 0 right after tf but after the fall time of the EOM (2 * cast(BaseEOM, extended_samples._ch_objs[ch].eom_config).rise_time, see in ChannelSamples.modulate())

                    if slot.ti != eom_intervals[eom_block_n].tf:
                        if extended_samples.amp[eom_intervals[eom_block_n].tf + 2 * cast(BaseEOM, extended_samples._ch_objs[ch].eom_config).rise_time] == 0:
                            eom_end_buffers[eom_block_n] = EOMSegment(
                                eom_intervals[eom_block_n].tf, slot.ti
                            )

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You were right, the ending part was not show when drawing with draw_samples(sampler.sample(seq, modulation=True)): your solution works for the ending part.
The problem remains with the eom_start_buffers; the condition extended_samples.det[slot.tf - 1] == ch_samples.eom_blocks[eom_block_n + 1].detuning_off never becomes True, but the values are close:
-0.49731363802743167 instead of -0.5; can I solve this by using np.isclose with a relative factor of 0.005, but I want your opinion for that

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I think that using np.isclose and defining a rtol is definitely the way to go. Eventually I would make it dependent on the modulation_bandwidth (I think the higher the modulation bandwidth, the higher the error will be, so I guess you can define the relative tolerance as an empirical factor times the modulation bandwidth)

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Ok, I'll try making some experiment on it

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Doesn't the mod_bandwidth change only the rising time? I don't understand how it can affect the amplitude or the detuning

ch_data = data[ch]
ch_obj = sampled_seq._ch_objs[ch]
ch_eom_intervals = data[ch].eom_intervals
ch_eom_start_buffers = data[ch].eom_start_buffers
ch_eom_end_buffers = data[ch].eom_end_buffers
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line 416 can you check that draw_output is false in the EOM tutorial for draw_samples ?

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Yes, if I use draw_samples for the EOM tutoral, draw_output is False

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Yes of course. Sorry I just thought you were displaying curves obtained with draw_samples and not draw_sequence. I can access the curves you showed in the readthedocs, but I would like to see what is shown if you replace the seq.draw() instruction in these notebooks by:

sampled_seq = sampler.sample(seq)
draw_samples(sampled_seq)
mod_sampled_seq = sampler.sample(seq, modulation = True)
draw_samples(mod_sampled_seq)

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Images are: first is draw_samples(sampler.sample(seq)) and second is draw_samples(sampler.sample(seq, modulation = True)); I'm also passing the parameters passed to the draws in the notebook (ie: draw_phase_shifts)

Phase shifts and vz:

image
image

image
image

image
image

Output Modulation

image
image

EOM mode (using the isclose with the relative factor I shown before)

image
image

SLM Mask:

image
image

image
image

image
image

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Thanks for having a look at this, looks good to me !

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And the problem for this is that if extended_samples.amp[slot.ti] == 0 is always False on line 214, and so eom_end_buffers is never populated. @a-corni can you figure out why?

This is a bit concerning to me actually, how come it was working before but not now? There seems to be something slightly different about the extended_samples compared to before and there shouldn't be

- rename _TargetSlot to _PulseTargetSlot
- fix duration for draw_samples
- fix eom_buffers creation
- fix draw_phase_area
ch_samples.slots[-1].tf
for ch_samples in sampled_seq.channel_samples.values()
]
max_slot_tf = max(slot_tfs) if len(slot_tfs) > 0 else None
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This is introduced since if the total_duration is less that the last slot.tf, it raise an out of bound while accessing .amp, .phase and .det

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Looks like it's almost there! I agree that it's only the EOM buffers detection that's missing. I have a suggestion for that, let me know what you think @dakk !

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dakk added 2 commits June 19, 2023 16:40
- create those buffer in Schedule.get_samples
- Adapt _seq_drawer gather_data for the new buffers
- add a test assert for ChannelSamples.in_eom_mode
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@dakk The failing CI tests seem to be due to the latest release of numpy (1.25.0). We'll look into it on our end, but you can pin the numpy version in the requirements to <1.25 so that you're not held back.

@HGSilveri HGSilveri changed the title separate draw_samples and draw_sequence Separate draw_samples and draw_sequence Jun 19, 2023
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Looks good to me, thank you for the hard work @dakk!
Let's just wait for @a-corni 's approval, he might have something else to add.

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dakk commented Jun 19, 2023

Looks good to me, thank you for the hard work @dakk! Let's just wait for @a-corni 's approval, he might have something else to add.

Sure, thank you too (and @a-corni ofc) for the fundamental great support you gave me! @a-corni unitaryhack deadline is in ~20 hours (11.59 PM anywhere on earth), so iff everything is fine also for you please merge before it!

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Looks good to me ! Just one not important comment

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Great ! Thanks for your hard work on this issue and all your collaborations during the unitary hack @dakk ! It has been a pleasure to work with you !

@a-corni a-corni merged commit 2a645c6 into pasqal-io:develop Jun 19, 2023
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dakk commented Jun 19, 2023

Great ! Thanks for your hard work on this issue and all your collaborations during the unitary hack @dakk ! It has been a pleasure to work with you !

Thank you too @a-corni , it was a pleasure also for me, I learned a lot!

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Adding a function to draw SequenceSamples
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