Datasets:

l3lab
/

miniCTX

	---
	license: apache-2.0

	configs:
	- config_name: hep
	data_files:
	- split: valid
	path: "minictx-valid/hep.jsonl"
	- split: test
	path: "minictx-test/hep.jsonl"
	- config_name: htpi
	data_files:
	- split: valid
	path: "minictx-valid/htpi.jsonl"
	- split: test
	path: "minictx-test/htpi.jsonl"
	- config_name: mathlib
	data_files:
	- split: valid
	path: "minictx-valid/mathlib.jsonl"
	- split: test
	path: "minictx-test/mathlib.jsonl"
	- config_name: pfr
	data_files:
	- split: valid
	path: "minictx-valid/pfr.jsonl"
	- split: test
	path: "minictx-test/pfr.jsonl"
	- config_name: pfr_cross
	data_files:
	- split: valid
	path: "minictx-valid/pfr_cross.jsonl"
	- split: test
	path: "minictx-test/pfr_cross.jsonl"
	- config_name: pnt
	data_files:
	- split: valid
	path: "minictx-valid/pnt.jsonl"
	- split: test
	path: "minictx-test/pnt.jsonl"
	- config_name: scilean
	data_files:
	- split: valid
	path: "minictx-valid/scilean.jsonl"
	- split: test
	path: "minictx-test/scilean.jsonl"
	---


	## Example Entry
	An entry in the miniCTX dataset consists of the theorem statement, preceding file contents, and metadata information. For example, given the following theorem `s_eq_pow_two` in context:

	```lean
	import Mathlib.Data.Real.Basic

	/-!
	# Square function
	We define the squaring function `s : ℝ → ℝ` to be `s x := x * x`.
	-/

	def s (x : ℝ) : ℝ := x * x

	lemma s_eq_pow_two {x : ℝ} : s x = x ^ 2 := by
	rw [s, pow_two]
	```

	The problem is formatted in JSON as follows:

	```json
	{
	# Preceding file content
	"srcContext": "import Mathlib.Data.Real.Basic\n\n/-!\n# Square function\nWe define the squaring function `s : ℝ → ℝ` to be `s x := x * x`.\n-/\n\ndef s (x : ℝ) : ℝ := x * x\n\n",

	# Theorem statement
	"theoremStatement": "lemma s_eq_pow_two {x : ℝ} : s x = x ^ 2",

	# Fully qualified theorem name
	"theoremName": "s_eq_pow_two",

	# Temporal metadata
	"fileCreated": {"commit":"(git commit)", "date":"(date the commit is updated)"},
	"theoremCreated": {"commit":"(git commit)", "date":"(date the commit is updated)"},

	# Source metadata
	"file": "MyProject/Square.lean",
	"module": "MyProject.Square",
	"positionMetadata": {
	# Line number the theorem is on
	"lineInFile": 10,
	# Number of tokens before the theorem
	"tokenPositionInFile": 152,
	# Number of premises (definitions, theorems) before the theorem
	"theoremPositionInFile": 1
	},

	# Dependency metadata
	"dependencyMetadata": {
	# Number of definitions or lemmas defined in this file that the theorem uses
	"inFilePremises": true,
	"numInFilePremises": 1,
	# Number of definitions or lemmas defined in this repository that the theorem uses (including in-file ones)
	"repositoryPremises": true
	"numRepositoryPremises": 1,
	# Number of total premises (in file, repository, or otherwise)
	"numPremises": 2,
	# Modules imported in the current file
	"importedModules": ["Mathlib.Data.Real.Basic", ...]
	},

	# Proof metadata
	"proofMetadata": {
	"hasProof": true,
	"proof": "by\n rw [s, pow_two]",
	"proofType": "tactic",
	"proofLengthLines": 2,
	"proofLengthTokens": 20
	}
	}
	```

	### Description of Each Entry

	- srcContext: The context of the source file preceding the theorem, including imports and relevant definitions. This provides necessary background to understand the theorem.
	- theoremStatement: The statement of the theorem being proved.
	- theoremName: The name of the theorem.
	- fileCreated: The git commit hash indicating when the file was created.
	- theoremCreated: The git commit hash indicating when the theorem was added.
	- file: The name of the file containing the theorem.
	- positionMetadata:
	- lineInFile: The line number in the file where the theorem is located.
	- tokenPositionInFile: The number of tokens in the file before the theorem starts.
	- theoremPositionInFile: The number of premises (definitions, theorems) before the theorem in the file.
	- dependencyMetadata:
	- inFilePremises: Indicates whether the theorem uses definitions or lemmas defined in the same file.
	- numInFilePremises: The number of definitions or lemmas from the same file that the theorem relies on.
	- repositoryPremises: Indicates whether the theorem uses definitions or lemmas defined in another file within the same repository.
	- numRepositoryPremises: The total number of definitions or lemmas from the repository (including the current file) that the theorem depends on.
	- numPremises: The total number of premises the theorem depends on, regardless of whether they are from the same file, the repository, or external sources.
	- importedModules: Lists the modules imported in the current file.
	- proofMetadata:
	- hasProof: Indicates whether the theorem has a proof.
	- proof: The proof of the theorem.
	- proofType: The type of proof, term proof or tactic proof.
	- proofLengthLines: The length of the proof in lines.
	- proofLengthTokens: The length of the proof in tokens.

	In addition to individual entries, we also provide the link and git commit version of each split for evaluation:
	- PrimeNumberTheoremAnd: https://github.com/AlexKontorovich/PrimeNumberTheoremAnd, commit 23650db830a45c227bd85d25d520725545192333
	- PFR: https://github.com/teorth/pfr, commit 6aeed6ddf7dd02470b3196e44527a6f3d32e54cf
	- Mathlib: https://github.com/leanprover-community/mathlib4, commit f4b4298bd76b82f7b28f0fb6b5ab92bdf5e5634d
	- HTPI: We use the fork https://github.com/hanwenzhu/HTPILeanPackage4.7, commit 8eeebaec8d7fa17b5fe9d97589839ca2560e3ce2
	- HEP: We use the fork https://github.com/hanwenzhu/HepLean-v4.7, commit 7448822afced644bd61f0bdcf4dc438f455f9890
	- SciLean: https://github.com/lecopivo/SciLean, commit e03a8e439a558840118319a6c8a47106e1445e53

	## Citation

	Please cite:
	```
	@article{hu2024minictx,
	title={miniCTX: Neural Theorem Proving with (Long-) Contexts},
	author={Hu, Jiewen and Zhu, Thomas and Welleck, Sean},
	journal={arXiv preprint arXiv:2408.03350},
	year={2024}
	}
	```