forked from TulipaEnergy/pipeline-example
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathpipeline.jl
1954 lines (1594 loc) · 64.4 KB
/
pipeline.jl
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
### A Pluto.jl notebook ###
# v0.19.42
using Markdown
using InteractiveUtils
# ╔═╡ 6876e975-7525-4139-803b-7bc7d939d6b5
using CSV, DataFrames, DuckDB, JuMP, Plots, PlutoUI , TulipaClustering , TulipaEnergyModel , TulipaIO, SparseArrays
# ╔═╡ 5e8526b5-f13c-45a5-9d61-8acdfa014f50
begin
DF = DataFrames
DDB = DuckDB
PUI = PlutoUI
TC = TulipaClustering
TEM = TulipaEnergyModel
TIO = TulipaIO
end
# ╔═╡ a46312ec-7cc7-432b-8965-a82f4a163a4b
PUI.TableOfContents(depth=4)
# ╔═╡ 75094888-27c7-430c-8a77-38d104b5b389
md"""
# Pipeline example
This pipeline will show how to use the Tulipa ecosystem to read data, cluster the profiles, create and solve the energy model problem, and plot the result.
We should aim to use `TulipaIO/DuckDB` whenever we need to manipulate data in this file.
!!! danger "WIP"
This is a work in progress.
"""
# ╔═╡ e4688e71-118a-40e6-a060-18acaf062cac
md"""
## Step 1 - Read (some of) the data
The first step in the pipeline is to read the relevant data.
Some of the information required to the model will be read (or created) later.
!!! warning
The data used here is based on the existing Norse data. When we use a more realistic data source, this section might change heavily.
"""
# ╔═╡ 29b2fb1f-dfa6-4360-90b0-0c01d1ad435b
md"""
### Step 1.1 - What data is expected now
At the current state of the pipeline, we are expecting the following data to be available (although not everything will be used yet):
**Graph data (or geographical data)**: What are the assets and how they connect.
It is not important where they are on a map, but rather their abstract representation.
The nodes of this graph are the **assets** and the edges are the **flows**.
**Assets and flows metadata**: Relevant information for each of the assets and for each of the flows. For instance, the capacity of the flow between nodes A and B.
**Profile data per type**: Profiles that will used (and possibly reused) in assets and flows. These are named and organized according to their types (e.g., availability, demand).
**Assets and flows profiles**: Link the assets and flows to profiles types and names. E.g., asset A uses profile P1 for demand.
"""
# ╔═╡ f6a9c905-cf01-40be-8ad3-71288b5b4929
md"""
### Step 1.2 - Reading data from CSV folder
"""
# ╔═╡ 3bd01539-abac-44ae-8b17-eccb22d1c966
md"""
Reading all CSV files from the `data` folder. Rerun below whenever there are file changes.
"""
# ╔═╡ 38f7f8cb-9f64-47be-8d9e-91f24091c341
begin
connection = DBInterface.connect(DDB.DB)
TIO.read_csv_folder(connection, "data")
# Inspect initial tables
TIO.show_tables(connection)
end
# ╔═╡ 84ff13ef-4b9a-4396-a37c-770d82ee5933
md"""
#### Graph and metadata
Both the graph and the metadata are stored in `assets_data` and `flows_data`.
"""
# ╔═╡ f3e981dc-9647-455f-84a1-b623dc522fff
TIO.get_table(connection, "assets_data")
# ╔═╡ 9114c0bf-4848-4365-9333-b275ef8fd285
TIO.get_table(connection, "flows_data")
# ╔═╡ 6ad02eab-d565-47f4-9468-6182f64fc93a
md"""
#### Profiles data
These profiles include the values of an year hourly.
These values were obtained from the representative period mapping and profiles by extending them and then adding Normal noise to it.
"""
# ╔═╡ 59c4f23d-55e5-4375-b9b1-d08b9c5a40d0
TIO.get_table(connection, "profiles")
# ╔═╡ 1af1109f-dc99-4d67-bcfc-d4647aa25c1b
DDB.execute(connection, "SELECT DISTINCT ON(profile_name) * FROM profiles") |> DataFrame
# ╔═╡ e9f8d407-0265-4783-b63d-934ff7a0cc7b
DDB.execute(connection, "SELECT * FROM profiles WHERE profile_name = 'availability-Asgard_Solar'") |> DataFrame
# ╔═╡ 652457bd-5391-4ef5-b714-32eebbd15cbb
Plots.plot(
DDB.execute(connection, "SELECT value FROM profiles WHERE profile_name = 'demand-Midgard_E_demand'") |> DataFrame |> df -> df.value
)
# ╔═╡ 9ebf99c7-4296-4541-95f0-0a5b84c2488a
md"""
#### Assets and flows profile linking
This information is not used at all before clustering, although it links to the current profiles. It will be used as is when the profiles are clustered by just pointing to the equivalent representative period profile.
"""
# ╔═╡ 5a82498f-777d-4610-945b-c93bd0e06ffe
TIO.get_table(connection, "assets_profiles")
# ╔═╡ 46cde502-2a6d-4c8c-aba7-2c76bc03c3ef
TIO.get_table(connection, "flows_profiles")
# ╔═╡ b874f098-aa50-4d93-8c42-56126f6f6153
md"""
## Step 2 - TulipaClustering
The basic idea here it to take the 8760 periods of the profiles, split into 365 equal periods of 24h, then represent each of these periods using a number of representative periods.
### Step 2.1 - Clustering
The representatives are computed using the whole profiles information, so all profiles need to be in the same table.
!!! tip "TODO"
Does it make sense to make the `split_into_periods!` function execute at the table level? It would run before creating the dataframes, and thus hopefully it would be faster.
[TC #36](https://github.com/TulipaEnergy/TulipaClustering.jl/issues/36)
"""
# ╔═╡ 9cd57f33-9906-4f29-af51-b30a688cade6
begin
period_duration = 24 # will be used later
tc_df = TIO.get_table(connection, "profiles")
TC.split_into_periods!(tc_df; period_duration = period_duration)
nothing
end
# ╔═╡ 8ace55c3-9ac9-4c25-b4d5-364e5d33dd1b
# Example asset
DF.subset(tc_df, :profile_name => DF.ByRow(==("availability-Asgard_Solar")))
# ╔═╡ df1a421e-7d54-48a5-9f91-14175e0fd596
# Example asset
DF.subset(
tc_df,
:profile_name => DF.ByRow(==("availability-Asgard_Solar")),
:period => DF.ByRow(==(1)),
)
# ╔═╡ 2d123f6b-1d94-425a-b37b-acc71e035519
begin
num_rep_periods = 5
clustering_result = TC.find_representative_periods(tc_df, num_rep_periods)
nothing
end
# ╔═╡ e0a815ad-de49-459e-b5e3-72e9418a9283
clustering_result.weight_matrix
# ╔═╡ c409d91a-0938-40d0-88dc-9df4fd8a980f
clustering_result.profiles
# ╔═╡ 7970c2ca-c828-4f83-99e3-18e4ed816b62
DF.subset(
clustering_result.profiles,
:profile_name => DF.ByRow(==("availability-Asgard_Solar"))
)
# ╔═╡ 8e5d990c-8d56-47ee-b1df-b6d375586241
DF.subset(
clustering_result.profiles,
:profile_name => DF.ByRow(==("availability-Asgard_Solar")),
:rep_period => DF.ByRow(==(1)),
)
# ╔═╡ 202cca05-e73b-43ed-a126-a52d43516741
md"""
### Step 2.2 - Export to TEM format
We are splitting the profile type and name for TulipaEnergyModel.
This is necessary in the current implementation of TC and TEM.
"""
# ╔═╡ 775aa0ac-01f9-4313-a634-8ac9abc40963
TC.write_clustering_result_to_tables(connection, clustering_result)
# ╔═╡ a65fcec7-f09b-40e3-9147-ab3d9ead504a
TIO.show_tables(connection)
# ╔═╡ cbaa11c1-4b0f-462d-ab80-e2e653113769
TIO.get_table(connection, "rep_periods_data")
# ╔═╡ 197f49e9-9602-45c5-aa03-eb6bdd6c607b
TIO.get_table(connection, "rep_periods_mapping")
# ╔═╡ f419e9fe-962c-4377-b56c-41b6bb3483e4
TIO.get_table(connection, "profiles_rep_periods")
# ╔═╡ 6b73622b-ad36-45eb-8005-bc23c9555f68
md"""
## Step 3 - TulipaEnergyModel
We finally start with TEM. In addition to all data that was used so far, we need data that can only be computed after we have the representative periods (or at least the splitting of the initial periods).
"""
# ╔═╡ 1ad97d2f-1716-47ea-a300-406d270fbe6f
md"""
### Step 3.1 - User provided info
Here is how to provide the additional information.
"""
# ╔═╡ bbcca6dd-45d1-4d70-a0a3-cd91b8a1570b
md"""
#### Timeframe (optional)
The timeframe (the year) was divided into $(div(365 * 24, period_duration)) periods of $period_duration h. These periods are represented by $num_rep_periods representative periods.
Most of the constraints apply within a representative period, but some apply to the "outer" periods, i.e., the 365 periods.
For some of these, you might need additional profiles.
In this section you can inform the timeframe profiles.
!!! tip "Optional"
This information is optional
!!! tip "TODO"
Add some example timeframe profiles.
"""
# ╔═╡ 10dbc445-3e9b-45a6-a67a-3469faf0106d
# let
# DDB.register_data_frame(
# connection,
# DataFrame(
# :asset => String[],
# :profile_type => String[],
# :profile_name => String[]
# ),
# "assets_timeframe_profiles",
# )
# end
# ╔═╡ dc52d2f3-6f24-4dd8-ac38-09bc94afe012
md"""
#### Partitions (optional)
By default, all variables and constraints are defined in an hourly resolution, i.e., the representative period is partitioned uniformly with 1 timestep per hour.
However, sometimes we want to set a different resolution to a flow, or a different resolution to balance constraints in an asset.
For that, we can add information to the tables below.
We can change the partitioning of the representative period in the given situations:
- The partitioning of representative periods in an asset.
- The partitioning of representative periods in a flow;
- The partitioning of the timeframe periods in an asset.
!!! tip "TODO"
Add an example of partitioning
"""
# ╔═╡ 6adb5dba-6a2a-44e3-b1e9-98e6f40beae4
# let
# DDB.register_data_frame(
# connection,
# DataFrame(
# :asset => String[],
# :rep_period => Int[],
# :specification => String[],
# :partition => String[],
# ),
# "assets_rep_periods_partitions",
# )
# DDB.register_data_frame(
# connection,
# DataFrame(
# :from_asset => String[],
# :to_asset => String[],
# :rep_period => Int[],
# :specification => String[],
# :partition => String[],
# ),
# "flows_rep_periods_partitions",
# )
# DDB.register_data_frame(
# connection,
# DataFrame(
# :asset => String[],
# :specification => String[],
# :partition => String[],
# ),
# "assets_timeframe_partitions",
# )
# end
# ╔═╡ 05ab44cd-7f47-4a57-9124-d5d77dcca529
md"""
### Step 3.2 - Creating and solving the model
To finally create the model and solve it, we use the `EnergyProblem` structure.
"""
# ╔═╡ 3349642c-c466-4443-a75e-93a477ce4f17
begin
energy_problem = TEM.EnergyProblem(connection)
TEM.create_model!(energy_problem)
TEM.solve_model!(energy_problem)
energy_problem
end
# ╔═╡ c9a0cf5c-9b3f-44d5-9c9e-fc2124107497
JuMP.solution_summary(energy_problem.model)
# ╔═╡ 30c724b9-a9ad-43e0-ab52-d63cbdd9f4cb
energy_problem.termination_status
# ╔═╡ a029d632-9541-4211-afea-c53fe2bf2908
md"""
## Step 4 - Plotting the solution
!!! tip "TODO"
What should be plotted? Use TulipaPlots?
"""
# ╔═╡ 638aad2d-2c40-475c-81de-67696e4fef0c
md"""
---
## Behind the scenes
"""
# ╔═╡ f0f49ee6-e3ab-4103-b7a8-eabda6830745
begin
function _nicename(filename)
filename = replace(filename, "profiles-rep-periods-" => "")
filename = replace(filename, "-" => "_")
filename, _ = splitext(filename)
filename
end
function _read_csv(filename)
CSV.read(joinpath("Norse-from-TEM", filename), DataFrame; header=2)
end
end
# ╔═╡ 657371f9-30a1-4b27-89e0-ba120dcca2eb
# begin
# # For debugging
# _rp_data = _read_csv("rep-periods-data.csv")
# _rp_map = _read_csv("rep-periods-mapping.csv")
# _profiles = Dict(
# _nicename(filename) => _read_csv(filename)
# for filename in readdir("Norse-from-TEM") if startswith("profiles-rep")(filename)
# )
# # End debugging
# nothing
# end
# ╔═╡ 3bd6c7aa-ea9d-4e95-9c98-d2ed245f8600
let
df_TC_profiles = DataFrame(
:profile_name => String[],
:timestep => Int[],
:value => Float64[],
)
filename = "profiles-rep-periods.csv"
df = _read_csv(filename)
profile_names = unique(df.profile_name)
rp_map = _read_csv("rep-periods-mapping.csv")
for profile_name in profile_names
value = clamp.(vcat([
DF.subset(
df,
:profile_name => DF.ByRow(==(profile_name)),
:rep_period => DF.ByRow(==(rp)),
).value
for rp in rp_map.rep_period
]...) + 0.01 * randn(365 * 24), 0, 10)
append!(df_TC_profiles,
DataFrame(
:profile_name => profile_name,
:timestep => 1:365 * 24,
:value => value,
)
)
end
filename = joinpath("data", "profiles.csv")
open(filename, "w") do io
println(io, ",,p.u.")
end
CSV.write(
filename,
df_TC_profiles,
append=true,
writeheader=true,
)
end
# ╔═╡ 00000000-0000-0000-0000-000000000001
PLUTO_PROJECT_TOML_CONTENTS = """
[deps]
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
DuckDB = "d2f5444f-75bc-4fdf-ac35-56f514c445e1"
JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
PlutoUI = "7f904dfe-b85e-4ff6-b463-dae2292396a8"
SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
TulipaClustering = "314fac8b-c762-4aa3-9d12-851379729163"
TulipaEnergyModel = "5d7bd171-d18e-45a5-9111-f1f11ac5d04d"
TulipaIO = "7b3808b7-0819-42d4-885c-978ba173db11"
[compat]
CSV = "~0.10.14"
DataFrames = "~1.6.1"
DuckDB = "~1.0.0"
JuMP = "~1.22.2"
Plots = "~1.40.4"
PlutoUI = "~0.7.59"
TulipaClustering = "~0.2.0"
TulipaEnergyModel = "~0.9.1"
TulipaIO = "~0.2.0"
"""
# ╔═╡ 00000000-0000-0000-0000-000000000002
PLUTO_MANIFEST_TOML_CONTENTS = """
# This file is machine-generated - editing it directly is not advised
julia_version = "1.10.4"
manifest_format = "2.0"
project_hash = "4974dfbb1300a25c06908f55478239e25e6d9979"
[[deps.AbstractPlutoDingetjes]]
deps = ["Pkg"]
git-tree-sha1 = "6e1d2a35f2f90a4bc7c2ed98079b2ba09c35b83a"
uuid = "6e696c72-6542-2067-7265-42206c756150"
version = "1.3.2"
[[deps.ArgTools]]
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
version = "1.1.1"
[[deps.ArnoldiMethod]]
deps = ["LinearAlgebra", "Random", "StaticArrays"]
git-tree-sha1 = "d57bd3762d308bded22c3b82d033bff85f6195c6"
uuid = "ec485272-7323-5ecc-a04f-4719b315124d"
version = "0.4.0"
[[deps.Artifacts]]
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
[[deps.Base64]]
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
[[deps.BenchmarkTools]]
deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
git-tree-sha1 = "f1dff6729bc61f4d49e140da1af55dcd1ac97b2f"
uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
version = "1.5.0"
[[deps.BitFlags]]
git-tree-sha1 = "0691e34b3bb8be9307330f88d1a3c3f25466c24d"
uuid = "d1d4a3ce-64b1-5f1a-9ba4-7e7e69966f35"
version = "0.1.9"
[[deps.Bzip2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
version = "1.0.8+1"
[[deps.CSV]]
deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
git-tree-sha1 = "6c834533dc1fabd820c1db03c839bf97e45a3fab"
uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
version = "0.10.14"
[[deps.Cairo_jll]]
deps = ["Artifacts", "Bzip2_jll", "CompilerSupportLibraries_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "JLLWrappers", "LZO_jll", "Libdl", "Pixman_jll", "Xorg_libXext_jll", "Xorg_libXrender_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "a2f1c8c668c8e3cb4cca4e57a8efdb09067bb3fd"
uuid = "83423d85-b0ee-5818-9007-b63ccbeb887a"
version = "1.18.0+2"
[[deps.Clustering]]
deps = ["Distances", "LinearAlgebra", "NearestNeighbors", "Printf", "Random", "SparseArrays", "Statistics", "StatsBase"]
git-tree-sha1 = "9ebb045901e9bbf58767a9f34ff89831ed711aae"
uuid = "aaaa29a8-35af-508c-8bc3-b662a17a0fe5"
version = "0.15.7"
[[deps.CodecBzip2]]
deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
git-tree-sha1 = "9b1ca1aa6ce3f71b3d1840c538a8210a043625eb"
uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
version = "0.8.2"
[[deps.CodecZlib]]
deps = ["TranscodingStreams", "Zlib_jll"]
git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
version = "0.7.4"
[[deps.ColorSchemes]]
deps = ["ColorTypes", "ColorVectorSpace", "Colors", "FixedPointNumbers", "PrecompileTools", "Random"]
git-tree-sha1 = "4b270d6465eb21ae89b732182c20dc165f8bf9f2"
uuid = "35d6a980-a343-548e-a6ea-1d62b119f2f4"
version = "3.25.0"
[[deps.ColorTypes]]
deps = ["FixedPointNumbers", "Random"]
git-tree-sha1 = "b10d0b65641d57b8b4d5e234446582de5047050d"
uuid = "3da002f7-5984-5a60-b8a6-cbb66c0b333f"
version = "0.11.5"
[[deps.ColorVectorSpace]]
deps = ["ColorTypes", "FixedPointNumbers", "LinearAlgebra", "Requires", "Statistics", "TensorCore"]
git-tree-sha1 = "a1f44953f2382ebb937d60dafbe2deea4bd23249"
uuid = "c3611d14-8923-5661-9e6a-0046d554d3a4"
version = "0.10.0"
weakdeps = ["SpecialFunctions"]
[deps.ColorVectorSpace.extensions]
SpecialFunctionsExt = "SpecialFunctions"
[[deps.Colors]]
deps = ["ColorTypes", "FixedPointNumbers", "Reexport"]
git-tree-sha1 = "362a287c3aa50601b0bc359053d5c2468f0e7ce0"
uuid = "5ae59095-9a9b-59fe-a467-6f913c188581"
version = "0.12.11"
[[deps.CommonSubexpressions]]
deps = ["MacroTools", "Test"]
git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
version = "0.3.0"
[[deps.Compat]]
deps = ["TOML", "UUIDs"]
git-tree-sha1 = "b1c55339b7c6c350ee89f2c1604299660525b248"
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
version = "4.15.0"
weakdeps = ["Dates", "LinearAlgebra"]
[deps.Compat.extensions]
CompatLinearAlgebraExt = "LinearAlgebra"
[[deps.CompilerSupportLibraries_jll]]
deps = ["Artifacts", "Libdl"]
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
version = "1.1.1+0"
[[deps.ConcurrentUtilities]]
deps = ["Serialization", "Sockets"]
git-tree-sha1 = "6cbbd4d241d7e6579ab354737f4dd95ca43946e1"
uuid = "f0e56b4a-5159-44fe-b623-3e5288b988bb"
version = "2.4.1"
[[deps.Contour]]
git-tree-sha1 = "439e35b0b36e2e5881738abc8857bd92ad6ff9a8"
uuid = "d38c429a-6771-53c6-b99e-75d170b6e991"
version = "0.6.3"
[[deps.Crayons]]
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
version = "4.1.1"
[[deps.DBInterface]]
git-tree-sha1 = "a444404b3f94deaa43ca2a58e18153a82695282b"
uuid = "a10d1c49-ce27-4219-8d33-6db1a4562965"
version = "2.6.1"
[[deps.DataAPI]]
git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
version = "1.16.0"
[[deps.DataFrames]]
deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
git-tree-sha1 = "04c738083f29f86e62c8afc341f0967d8717bdb8"
uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
version = "1.6.1"
[[deps.DataStructures]]
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
git-tree-sha1 = "1d0a14036acb104d9e89698bd408f63ab58cdc82"
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
version = "0.18.20"
[[deps.DataValueInterfaces]]
git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
version = "1.0.0"
[[deps.Dates]]
deps = ["Printf"]
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
[[deps.DelimitedFiles]]
deps = ["Mmap"]
git-tree-sha1 = "9e2f36d3c96a820c678f2f1f1782582fcf685bae"
uuid = "8bb1440f-4735-579b-a4ab-409b98df4dab"
version = "1.9.1"
[[deps.DiffResults]]
deps = ["StaticArraysCore"]
git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
version = "1.1.0"
[[deps.DiffRules]]
deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
version = "1.15.1"
[[deps.Distances]]
deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
version = "0.10.11"
[deps.Distances.extensions]
DistancesChainRulesCoreExt = "ChainRulesCore"
DistancesSparseArraysExt = "SparseArrays"
[deps.Distances.weakdeps]
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
[[deps.Distributed]]
deps = ["Random", "Serialization", "Sockets"]
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
[[deps.DocStringExtensions]]
deps = ["LibGit2"]
git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
version = "0.9.3"
[[deps.Downloads]]
deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
version = "1.6.0"
[[deps.DuckDB]]
deps = ["DBInterface", "Dates", "DuckDB_jll", "FixedPointDecimals", "Tables", "UUIDs", "WeakRefStrings"]
git-tree-sha1 = "dc1fd531149c0aacefe280d1b9756d3e6c6ac3cf"
uuid = "d2f5444f-75bc-4fdf-ac35-56f514c445e1"
version = "1.0.0"
[[deps.DuckDB_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "9858c927af2f906ac3740ab366b999c7894283f9"
uuid = "2cbbab25-fc8b-58cf-88d4-687a02676033"
version = "1.0.0+0"
[[deps.EpollShim_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "8e9441ee83492030ace98f9789a654a6d0b1f643"
uuid = "2702e6a9-849d-5ed8-8c21-79e8b8f9ee43"
version = "0.0.20230411+0"
[[deps.ExceptionUnwrapping]]
deps = ["Test"]
git-tree-sha1 = "dcb08a0d93ec0b1cdc4af184b26b591e9695423a"
uuid = "460bff9d-24e4-43bc-9d9f-a8973cb893f4"
version = "0.1.10"
[[deps.Expat_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1c6317308b9dc757616f0b5cb379db10494443a7"
uuid = "2e619515-83b5-522b-bb60-26c02a35a201"
version = "2.6.2+0"
[[deps.ExprTools]]
git-tree-sha1 = "27415f162e6028e81c72b82ef756bf321213b6ec"
uuid = "e2ba6199-217a-4e67-a87a-7c52f15ade04"
version = "0.1.10"
[[deps.FFMPEG]]
deps = ["FFMPEG_jll"]
git-tree-sha1 = "b57e3acbe22f8484b4b5ff66a7499717fe1a9cc8"
uuid = "c87230d0-a227-11e9-1b43-d7ebe4e7570a"
version = "0.4.1"
[[deps.FFMPEG_jll]]
deps = ["Artifacts", "Bzip2_jll", "FreeType2_jll", "FriBidi_jll", "JLLWrappers", "LAME_jll", "Libdl", "Ogg_jll", "OpenSSL_jll", "Opus_jll", "PCRE2_jll", "Zlib_jll", "libaom_jll", "libass_jll", "libfdk_aac_jll", "libvorbis_jll", "x264_jll", "x265_jll"]
git-tree-sha1 = "466d45dc38e15794ec7d5d63ec03d776a9aff36e"
uuid = "b22a6f82-2f65-5046-a5b2-351ab43fb4e5"
version = "4.4.4+1"
[[deps.FileIO]]
deps = ["Pkg", "Requires", "UUIDs"]
git-tree-sha1 = "82d8afa92ecf4b52d78d869f038ebfb881267322"
uuid = "5789e2e9-d7fb-5bc7-8068-2c6fae9b9549"
version = "1.16.3"
[[deps.FilePathsBase]]
deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
git-tree-sha1 = "9f00e42f8d99fdde64d40c8ea5d14269a2e2c1aa"
uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
version = "0.9.21"
[[deps.FileWatching]]
uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
[[deps.FixedPointDecimals]]
deps = ["Parsers"]
git-tree-sha1 = "cd96db4ebe96ee1063ee1deddef318c6d5844cff"
uuid = "fb4d412d-6eee-574d-9565-ede6634db7b0"
version = "0.5.2"
[[deps.FixedPointNumbers]]
deps = ["Statistics"]
git-tree-sha1 = "05882d6995ae5c12bb5f36dd2ed3f61c98cbb172"
uuid = "53c48c17-4a7d-5ca2-90c5-79b7896eea93"
version = "0.8.5"
[[deps.Fontconfig_jll]]
deps = ["Artifacts", "Bzip2_jll", "Expat_jll", "FreeType2_jll", "JLLWrappers", "Libdl", "Libuuid_jll", "Zlib_jll"]
git-tree-sha1 = "db16beca600632c95fc8aca29890d83788dd8b23"
uuid = "a3f928ae-7b40-5064-980b-68af3947d34b"
version = "2.13.96+0"
[[deps.Format]]
git-tree-sha1 = "9c68794ef81b08086aeb32eeaf33531668d5f5fc"
uuid = "1fa38f19-a742-5d3f-a2b9-30dd87b9d5f8"
version = "1.3.7"
[[deps.ForwardDiff]]
deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
uuid = "f6369f11-7733-5829-9624-2563aa707210"
version = "0.10.36"
weakdeps = ["StaticArrays"]
[deps.ForwardDiff.extensions]
ForwardDiffStaticArraysExt = "StaticArrays"
[[deps.FreeType2_jll]]
deps = ["Artifacts", "Bzip2_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "5c1d8ae0efc6c2e7b1fc502cbe25def8f661b7bc"
uuid = "d7e528f0-a631-5988-bf34-fe36492bcfd7"
version = "2.13.2+0"
[[deps.FriBidi_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "1ed150b39aebcc805c26b93a8d0122c940f64ce2"
uuid = "559328eb-81f9-559d-9380-de523a88c83c"
version = "1.0.14+0"
[[deps.Future]]
deps = ["Random"]
uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
[[deps.GLFW_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Libglvnd_jll", "Xorg_libXcursor_jll", "Xorg_libXi_jll", "Xorg_libXinerama_jll", "Xorg_libXrandr_jll"]
git-tree-sha1 = "ff38ba61beff76b8f4acad8ab0c97ef73bb670cb"
uuid = "0656b61e-2033-5cc2-a64a-77c0f6c09b89"
version = "3.3.9+0"
[[deps.GR]]
deps = ["Artifacts", "Base64", "DelimitedFiles", "Downloads", "GR_jll", "HTTP", "JSON", "Libdl", "LinearAlgebra", "Preferences", "Printf", "Random", "Serialization", "Sockets", "TOML", "Tar", "Test", "p7zip_jll"]
git-tree-sha1 = "3e527447a45901ea392fe12120783ad6ec222803"
uuid = "28b8d3ca-fb5f-59d9-8090-bfdbd6d07a71"
version = "0.73.6"
[[deps.GR_jll]]
deps = ["Artifacts", "Bzip2_jll", "Cairo_jll", "FFMPEG_jll", "Fontconfig_jll", "FreeType2_jll", "GLFW_jll", "JLLWrappers", "JpegTurbo_jll", "Libdl", "Libtiff_jll", "Pixman_jll", "Qt6Base_jll", "Zlib_jll", "libpng_jll"]
git-tree-sha1 = "182c478a179b267dd7a741b6f8f4c3e0803795d6"
uuid = "d2c73de3-f751-5644-a686-071e5b155ba9"
version = "0.73.6+0"
[[deps.Gettext_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Libiconv_jll", "Pkg", "XML2_jll"]
git-tree-sha1 = "9b02998aba7bf074d14de89f9d37ca24a1a0b046"
uuid = "78b55507-aeef-58d4-861c-77aaff3498b1"
version = "0.21.0+0"
[[deps.Glib_jll]]
deps = ["Artifacts", "Gettext_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Libiconv_jll", "Libmount_jll", "PCRE2_jll", "Zlib_jll"]
git-tree-sha1 = "7c82e6a6cd34e9d935e9aa4051b66c6ff3af59ba"
uuid = "7746bdde-850d-59dc-9ae8-88ece973131d"
version = "2.80.2+0"
[[deps.Graphite2_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "344bf40dcab1073aca04aa0df4fb092f920e4011"
uuid = "3b182d85-2403-5c21-9c21-1e1f0cc25472"
version = "1.3.14+0"
[[deps.Graphs]]
deps = ["ArnoldiMethod", "Compat", "DataStructures", "Distributed", "Inflate", "LinearAlgebra", "Random", "SharedArrays", "SimpleTraits", "SparseArrays", "Statistics"]
git-tree-sha1 = "334d300809ae0a68ceee3444c6e99ded412bf0b3"
uuid = "86223c79-3864-5bf0-83f7-82e725a168b6"
version = "1.11.1"
[[deps.Grisu]]
git-tree-sha1 = "53bb909d1151e57e2484c3d1b53e19552b887fb2"
uuid = "42e2da0e-8278-4e71-bc24-59509adca0fe"
version = "1.0.2"
[[deps.HTTP]]
deps = ["Base64", "CodecZlib", "ConcurrentUtilities", "Dates", "ExceptionUnwrapping", "Logging", "LoggingExtras", "MbedTLS", "NetworkOptions", "OpenSSL", "Random", "SimpleBufferStream", "Sockets", "URIs", "UUIDs"]
git-tree-sha1 = "d1d712be3164d61d1fb98e7ce9bcbc6cc06b45ed"
uuid = "cd3eb016-35fb-5094-929b-558a96fad6f3"
version = "1.10.8"
[[deps.HarfBuzz_jll]]
deps = ["Artifacts", "Cairo_jll", "Fontconfig_jll", "FreeType2_jll", "Glib_jll", "Graphite2_jll", "JLLWrappers", "Libdl", "Libffi_jll", "Pkg"]
git-tree-sha1 = "129acf094d168394e80ee1dc4bc06ec835e510a3"
uuid = "2e76f6c2-a576-52d4-95c1-20adfe4de566"
version = "2.8.1+1"
[[deps.HiGHS]]
deps = ["HiGHS_jll", "MathOptInterface", "PrecompileTools", "SparseArrays"]
git-tree-sha1 = "1042e72e93e5916bbfe034576f2fc2fae73d5ec7"
uuid = "87dc4568-4c63-4d18-b0c0-bb2238e4078b"
version = "1.9.1"
[[deps.HiGHS_jll]]
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Zlib_jll"]
git-tree-sha1 = "656db2048ed731484df16fc91e7232a190e330fb"
uuid = "8fd58aa0-07eb-5a78-9b36-339c94fd15ea"
version = "1.7.1+0"
[[deps.Hyperscript]]
deps = ["Test"]
git-tree-sha1 = "179267cfa5e712760cd43dcae385d7ea90cc25a4"
uuid = "47d2ed2b-36de-50cf-bf87-49c2cf4b8b91"
version = "0.0.5"
[[deps.HypertextLiteral]]
deps = ["Tricks"]
git-tree-sha1 = "7134810b1afce04bbc1045ca1985fbe81ce17653"
uuid = "ac1192a8-f4b3-4bfe-ba22-af5b92cd3ab2"
version = "0.9.5"
[[deps.IOCapture]]
deps = ["Logging", "Random"]
git-tree-sha1 = "b6d6bfdd7ce25b0f9b2f6b3dd56b2673a66c8770"
uuid = "b5f81e59-6552-4d32-b1f0-c071b021bf89"
version = "0.2.5"
[[deps.Inflate]]
git-tree-sha1 = "d1b1b796e47d94588b3757fe84fbf65a5ec4a80d"
uuid = "d25df0c9-e2be-5dd7-82c8-3ad0b3e990b9"
version = "0.1.5"
[[deps.InlineStrings]]
deps = ["Parsers"]
git-tree-sha1 = "86356004f30f8e737eff143d57d41bd580e437aa"
uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
version = "1.4.1"
[deps.InlineStrings.extensions]
ArrowTypesExt = "ArrowTypes"
[deps.InlineStrings.weakdeps]
ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
[[deps.InteractiveUtils]]
deps = ["Markdown"]
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
[[deps.InvertedIndices]]
git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
version = "1.3.0"
[[deps.IrrationalConstants]]
git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
version = "0.2.2"
[[deps.IteratorInterfaceExtensions]]
git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
uuid = "82899510-4779-5014-852e-03e436cf321d"
version = "1.0.0"
[[deps.JLD2]]
deps = ["FileIO", "MacroTools", "Mmap", "OrderedCollections", "Pkg", "PrecompileTools", "Reexport", "Requires", "TranscodingStreams", "UUIDs", "Unicode"]
git-tree-sha1 = "bdbe8222d2f5703ad6a7019277d149ec6d78c301"
uuid = "033835bb-8acc-5ee8-8aae-3f567f8a3819"
version = "0.4.48"
[[deps.JLFzf]]
deps = ["Pipe", "REPL", "Random", "fzf_jll"]
git-tree-sha1 = "a53ebe394b71470c7f97c2e7e170d51df21b17af"
uuid = "1019f520-868f-41f5-a6de-eb00f4b6a39c"
version = "0.1.7"
[[deps.JLLWrappers]]
deps = ["Artifacts", "Preferences"]
git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
version = "1.5.0"
[[deps.JSON]]
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
version = "0.21.4"
[[deps.JSON3]]
deps = ["Dates", "Mmap", "Parsers", "PrecompileTools", "StructTypes", "UUIDs"]
git-tree-sha1 = "eb3edce0ed4fa32f75a0a11217433c31d56bd48b"
uuid = "0f8b85d8-7281-11e9-16c2-39a750bddbf1"
version = "1.14.0"
[deps.JSON3.extensions]
JSON3ArrowExt = ["ArrowTypes"]
[deps.JSON3.weakdeps]
ArrowTypes = "31f734f8-188a-4ce0-8406-c8a06bd891cd"
[[deps.JpegTurbo_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "c84a835e1a09b289ffcd2271bf2a337bbdda6637"
uuid = "aacddb02-875f-59d6-b918-886e6ef4fbf8"
version = "3.0.3+0"
[[deps.JuMP]]
deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
git-tree-sha1 = "7e10a0d8b534f2d8e9f712b33488584254624fb1"
uuid = "4076af6c-e467-56ae-b986-b466b2749572"
version = "1.22.2"
[deps.JuMP.extensions]
JuMPDimensionalDataExt = "DimensionalData"
[deps.JuMP.weakdeps]
DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
[[deps.LAME_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "170b660facf5df5de098d866564877e119141cbd"
uuid = "c1c5ebd0-6772-5130-a774-d5fcae4a789d"
version = "3.100.2+0"
[[deps.LERC_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
git-tree-sha1 = "bf36f528eec6634efc60d7ec062008f171071434"
uuid = "88015f11-f218-50d7-93a8-a6af411a945d"
version = "3.0.0+1"
[[deps.LLVMOpenMP_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "d986ce2d884d49126836ea94ed5bfb0f12679713"
uuid = "1d63c593-3942-5779-bab2-d838dc0a180e"
version = "15.0.7+0"
[[deps.LZO_jll]]
deps = ["Artifacts", "JLLWrappers", "Libdl"]
git-tree-sha1 = "70c5da094887fd2cae843b8db33920bac4b6f07d"
uuid = "dd4b983a-f0e5-5f8d-a1b7-129d4a5fb1ac"
version = "2.10.2+0"
[[deps.LaTeXStrings]]
git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
version = "1.3.1"
[[deps.Latexify]]
deps = ["Format", "InteractiveUtils", "LaTeXStrings", "MacroTools", "Markdown", "OrderedCollections", "Requires"]
git-tree-sha1 = "e0b5cd21dc1b44ec6e64f351976f961e6f31d6c4"
uuid = "23fbe1c1-3f47-55db-b15f-69d7ec21a316"
version = "0.16.3"
[deps.Latexify.extensions]
DataFramesExt = "DataFrames"
SymEngineExt = "SymEngine"
[deps.Latexify.weakdeps]
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
SymEngine = "123dc426-2d89-5057-bbad-38513e3affd8"
[[deps.LibCURL]]
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
version = "0.6.4"
[[deps.LibCURL_jll]]