Add the summary config (one row per trajectory) and the Cellarium QC crosswalk
Browse filesdata/summary/<family>/part-00000.parquet: n_steps and mean/min/max/first/last of the 18 scalars per trajectory, computed from core at 1 s (ADR 0010); 117,174 rows, verified against index.parquet (one row per located core trajectory, n_steps == core_n_rows). README.md re-rendered with card.render: summary config in front matter and tables, termination_class to Cellarium qc crosswalk under Outcomes. manifest.json gains configs.summary.
README.md
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configs:
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- config_name: index
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data_files: index.parquet
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- config_name: core
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data_files:
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- split: wildtype_media
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Which families of each config are uploaded here (size on the Hub):
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| family | trajectories | `core` | `expression` | `metabolism` | `expression_1s` | `metabolism_1s` |
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| `wildtype_media` | 641 | yes (103.0 MB) | yes (512.4 MB) | yes (502.3 MB) | not in this release | not in this release |
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| `single_knockout` | 83,937 | yes (13.5 GB) | not yet | not yet | not in this release | not in this release |
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| `dynamic_media` | 18,599 | yes (2.8 GB) | not yet | not yet | not in this release | not in this release |
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| `regulation` | 2,046 | yes (323.9 MB) | not yet | not yet | not in this release | not in this release |
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| `double_knockout` | 11,951 | yes (1.9 GB) | not yet | not yet | not in this release | not in this release |
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`expression` and `metabolism` are currently available for `wildtype_media` only; `single_knockout`, `dynamic_media`, `regulation` and `double_knockout` will be added in a later upload. `expression_1s` and `metabolism_1s` (1 s matrices, ~1.3 TB estimated) are not in this release.
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## Configs
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Each config is one data product. Every config carries `sample_id`, `t`, `t_abs` and the 18 scalar channels; the matrix configs add per-gene or per-reaction columns. `expression` and `metabolism` keep the rows with `t % 10 == 0` plus each trajectory's last row (point samples, not averages); `expression_1s` and `metabolism_1s` keep every row. The split of every config is the family.
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| config | rows every | matrices (active columns) | trajectories | rows | size |
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|---|---|---|---:|---:|---:|
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| `core` | 1 s | scalars only | 117,174 | 316,751,845 | 18.6 GB |
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| `expression` | 10 s | `mrna_counts_matrix` (2,773), `protein_counts_matrix` (4,174) | 641 (wildtype_media only) | 173,523 | 512.4 MB |
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| `metabolism` | 10 s | `reaction_flux_matrix` (3,974), `exchange_flux_matrix` (82) | 641 (wildtype_media only) | 173,523 | 502.3 MB |
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`time_limit` is the only clean non-division; the other classes are solver failures, and the rows before the failure are kept as recorded.
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## Suggested tasks
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1. **Growth-rate regression from the perturbation**: predict `growth_rate` (index) from the perturbation columns (`knockout_genes`, media, `tf_target`, ...) and optionally the first rows of the trajectory.
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configs:
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- config_name: index
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data_files: index.parquet
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- config_name: summary
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data_files:
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- split: wildtype_media
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path: data/summary/wildtype_media/*.parquet
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- split: single_knockout
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path: data/summary/single_knockout/*.parquet
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- split: dynamic_media
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path: data/summary/dynamic_media/*.parquet
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- split: regulation
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path: data/summary/regulation/*.parquet
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- split: double_knockout
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path: data/summary/double_knockout/*.parquet
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- config_name: core
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data_files:
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- split: wildtype_media
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Which families of each config are uploaded here (size on the Hub):
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| family | trajectories | `summary` | `core` | `expression` | `metabolism` | `expression_1s` | `metabolism_1s` |
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|---|---:|---|---|---|---|---|---|
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| `wildtype_media` | 641 | yes (205.1 KB) | yes (103.0 MB) | yes (512.4 MB) | yes (502.3 MB) | not in this release | not in this release |
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| `single_knockout` | 83,937 | yes (20.2 MB) | yes (13.5 GB) | not yet | not yet | not in this release | not in this release |
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| `dynamic_media` | 18,599 | yes (5.2 MB) | yes (2.8 GB) | not yet | not yet | not in this release | not in this release |
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| `regulation` | 2,046 | yes (623.0 KB) | yes (323.9 MB) | not yet | not yet | not in this release | not in this release |
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| `double_knockout` | 11,951 | yes (3.4 MB) | yes (1.9 GB) | not yet | not yet | not in this release | not in this release |
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`expression` and `metabolism` are currently available for `wildtype_media` only; `single_knockout`, `dynamic_media`, `regulation` and `double_knockout` will be added in a later upload. `expression_1s` and `metabolism_1s` (1 s matrices, ~1.3 TB estimated) are not in this release.
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## Configs
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Each config is one data product. `summary` is one row per trajectory and joins to `index.parquet` on `sample_id`: `n_steps` and, for each of the 18 scalar channels in the order of the product schema, `<channel>_mean`, `_min`, `_max`, `_first` and `_last` over the trajectory's 1 s `core` rows (int32 for `mrna_counts` and `n_oric` except `_mean`, float32 otherwise; the `growth_rate` statistics skip its null row 0, so `growth_rate_first` is the value at t = 1). Every other config carries `sample_id`, `t`, `t_abs` and the 18 scalar channels; the matrix configs add per-gene or per-reaction columns. `expression` and `metabolism` keep the rows with `t % 10 == 0` plus each trajectory's last row (point samples, not averages); `expression_1s` and `metabolism_1s` keep every row. The split of every config is the family.
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| config | rows every | matrices (active columns) | trajectories | rows | size |
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|---|---|---|---:|---:|---:|
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| `summary` | trajectory | none: `n_steps` and `_mean`, `_min`, `_max`, `_first`, `_last` of each scalar | 117,174 | 117,174 | 29.6 MB |
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| `core` | 1 s | scalars only | 117,174 | 316,751,845 | 18.6 GB |
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| `expression` | 10 s | `mrna_counts_matrix` (2,773), `protein_counts_matrix` (4,174) | 641 (wildtype_media only) | 173,523 | 512.4 MB |
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| `metabolism` | 10 s | `reaction_flux_matrix` (3,974), `exchange_flux_matrix` (82) | 641 (wildtype_media only) | 173,523 | 502.3 MB |
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`time_limit` is the only clean non-division; the other classes are solver failures, and the rows before the failure are kept as recorded.
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The same outcomes in the `qc` vocabulary of the Cellarium corpus:
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| well4cell `termination_class` | Cellarium `qc` | meaning |
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|---|---|---|
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| `none` | `ok` | the cell divided |
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| `time_limit` | `no_division` | the generation ran to the time limit without dividing; the model's "did not divide" |
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| `negative_counts` | `crashed` | simulator error (a molecule count went negative) |
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| `fba_infeasible` | `fba_infeasible` | metabolism solver failure |
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| `equilibrium_unstable` | `crashed` | equilibrium solver failure |
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| `other` | `crashed` | any other simulator error |
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Only `time_limit` is a prediction of the model about the cell; the other non-`none` classes are numerical failures of the simulation, and a viability task should treat them as such. Cellarium's `implausible_channel`, `over_replicated` and `translation_collapse` have no counterpart here because well4cell does not run those checks; its vocabulary is defined in the Cellarium repository's `docs/QC_STATUSES.md` (https://github.com/evanniko1/cellarium).
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## Suggested tasks
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1. **Growth-rate regression from the perturbation**: predict `growth_rate` (index) from the perturbation columns (`knockout_genes`, media, `tf_target`, ...) and optionally the first rows of the trajectory.
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data/summary/double_knockout/part-00000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:f48d3b738782a465e598f815e0e673c9356f4291f9e5743d8191e11a2c1b9c4f
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size 3356859
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data/summary/dynamic_media/part-00000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf1105f79c7d2c203e40b7471ad51b220a3000c57375c034c2388139e94da2c8
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size 5235412
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data/summary/regulation/part-00000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:450ea91256715bfa92244684f560a667f5a6e28f0fc91b1c6ffb62dcc13ddd71
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size 622968
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data/summary/single_knockout/part-00000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:a915009897c8e26c406cf6ca72f3712d4bc05507a94a66ccdc40622839151104
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size 20202224
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data/summary/wildtype_media/part-00000.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:9c5dc127121490f8556a3e408bc24d318ec7139feeee148c0b33f2086c6f84bc
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size 205061
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manifest.json
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{"active_columns": {"exchange_flux_matrix": {"active": 82, "columns": 87}, "mrna_counts_matrix": {"active": 2773, "columns": 3133}, "protein_counts_matrix": {"active": 4174, "columns": 4310}, "reaction_flux_matrix": {"active": 3974, "columns": 9612}}, "built_at": "2026-10-09T17:33:51+00:00", "configs": {"core": {"bytes": 18594865271, "families": {"double_knockout": {"bytes": 1863842291, "files": 1, "rows": 31390535, "trajectories": 11951}, "dynamic_media": {"bytes": 2774609830, "files": 2, "rows": 47151419, "trajectories": 18599}, "regulation": {"bytes": 323918365, "files": 1, "rows": 5501785, "trajectories": 2046}, "single_knockout": {"bytes": 13529451993, "files": 7, "rows": 230981330, "trajectories": 83937}, "wildtype_media": {"bytes": 103042792, "files": 1, "rows": 1726776, "trajectories": 641}}, "files": 12, "rows": 316751845, "stride": 1, "trajectories": 117174}, "expression": {"bytes": 512443776, "families": {"wildtype_media": {"bytes": 512443776, "files": 1, "rows": 173523, "trajectories": 641}}, "files": 1, "rows": 173523, "stride": 10, "trajectories": 641}, "metabolism": {"bytes": 502291146, "families": {"wildtype_media": {"bytes": 502291146, "files": 1, "rows": 173523, "trajectories": 641}}, "files": 1, "rows": 173523, "stride": 10, "trajectories": 641}}, "failed_jobs": {"failed_jobs": 971, "with_generations": 920}, "families": {"double_knockout": {"cells": 375, "lineages": 3000, "trajectories": 11951}, "dynamic_media": {"cells": 684, "lineages": 5472, "trajectories": 18599}, "regulation": {"cells": 64, "lineages": 512, "trajectories": 2046}, "single_knockout": {"cells": 2752, "lineages": 21949, "trajectories": 83937}, "wildtype_media": {"cells": 21, "lineages": 168, "trajectories": 641}}, "git_commit": "60e68057b55926b0771cbb5c788e55a00805ef40", "git_dirty": false, "held_back": [], "kb_sha256": {"5558948af4ad806f21d7c80c": "8ff93a58576f484edfd6fea641eeeb4fc554b52b97da49f4d8b275ca74496667", "fa6a9ebd4b1c988a36ef9fa1": "b1750cf04409c37ebce9d4d3009daeae0779dd66508812c2807744d83baf1ab7"}, "qc": {"attempts": 118456, "failed": 0}, "termination_class": {"equilibrium_unstable": 6, "fba_infeasible": 3, "negative_counts": 2647, "none": 112545, "time_limit": 1973}, "trajectories": 117174, "version": "1.0.0-rc1"}
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{"active_columns": {"exchange_flux_matrix": {"active": 82, "columns": 87}, "mrna_counts_matrix": {"active": 2773, "columns": 3133}, "protein_counts_matrix": {"active": 4174, "columns": 4310}, "reaction_flux_matrix": {"active": 3974, "columns": 9612}}, "built_at": "2026-10-09T17:33:51+00:00", "configs": {"core": {"bytes": 18594865271, "families": {"double_knockout": {"bytes": 1863842291, "files": 1, "rows": 31390535, "trajectories": 11951}, "dynamic_media": {"bytes": 2774609830, "files": 2, "rows": 47151419, "trajectories": 18599}, "regulation": {"bytes": 323918365, "files": 1, "rows": 5501785, "trajectories": 2046}, "single_knockout": {"bytes": 13529451993, "files": 7, "rows": 230981330, "trajectories": 83937}, "wildtype_media": {"bytes": 103042792, "files": 1, "rows": 1726776, "trajectories": 641}}, "files": 12, "rows": 316751845, "stride": 1, "trajectories": 117174}, "expression": {"bytes": 512443776, "families": {"wildtype_media": {"bytes": 512443776, "files": 1, "rows": 173523, "trajectories": 641}}, "files": 1, "rows": 173523, "stride": 10, "trajectories": 641}, "metabolism": {"bytes": 502291146, "families": {"wildtype_media": {"bytes": 502291146, "files": 1, "rows": 173523, "trajectories": 641}}, "files": 1, "rows": 173523, "stride": 10, "trajectories": 641}, "summary": {"bytes": 29622524, "families": {"double_knockout": {"bytes": 3356859, "files": 1, "rows": 11951, "trajectories": 11951}, "dynamic_media": {"bytes": 5235412, "files": 1, "rows": 18599, "trajectories": 18599}, "regulation": {"bytes": 622968, "files": 1, "rows": 2046, "trajectories": 2046}, "single_knockout": {"bytes": 20202224, "files": 1, "rows": 83937, "trajectories": 83937}, "wildtype_media": {"bytes": 205061, "files": 1, "rows": 641, "trajectories": 641}}, "files": 5, "rows": 117174, "stride": 1, "trajectories": 117174}}, "failed_jobs": {"failed_jobs": 971, "with_generations": 920}, "families": {"double_knockout": {"cells": 375, "lineages": 3000, "trajectories": 11951}, "dynamic_media": {"cells": 684, "lineages": 5472, "trajectories": 18599}, "regulation": {"cells": 64, "lineages": 512, "trajectories": 2046}, "single_knockout": {"cells": 2752, "lineages": 21949, "trajectories": 83937}, "wildtype_media": {"cells": 21, "lineages": 168, "trajectories": 641}}, "git_commit": "60e68057b55926b0771cbb5c788e55a00805ef40", "git_dirty": false, "held_back": [], "kb_sha256": {"5558948af4ad806f21d7c80c": "8ff93a58576f484edfd6fea641eeeb4fc554b52b97da49f4d8b275ca74496667", "fa6a9ebd4b1c988a36ef9fa1": "b1750cf04409c37ebce9d4d3009daeae0779dd66508812c2807744d83baf1ab7"}, "qc": {"attempts": 118456, "failed": 0}, "termination_class": {"equilibrium_unstable": 6, "fba_infeasible": 3, "negative_counts": 2647, "none": 112545, "time_limit": 1973}, "trajectories": 117174, "version": "1.0.0-rc1"}
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