<commit_before>{
    "$schema": "http://json-schema.org/draft-04/schema#",
    "type": "object",
    "required": ["steps"],
    "properties": {
        "steps": {
            "type": "array",
            "items": {
                "$ref": "#/definitions/step"
            }
        },
        "apps": {
            "type": "object",
            "patternProperties": {
                "^[A-Za-z_][A-Za-z0-9_]*$": { "type": "object" }
            }
        }
    },
    "definitions": {
        "step": {
            "type": "object",
            "required": ["id", "app"],
            "properties": {
                "id": {
                    "type": "string"
                },
                "app": {
                    "oneOf": [
                        {"type": "string"},
                        {"type": "object"}
                    ]
                },
                "inputs": {
                    "type": "object"
                },
                "parameters": {
                    "type": "object"<commit_msg>Referencing apps from pipeline schema<commit_after>{
    "$schema": "http://json-schema.org/draft-04/schema#",
    "type": "object",
    "required": ["steps"],
    "properties": {
        "steps": {
            "type": "array",
            "items": {
                "$ref": "#/definitions/step"
            }
        },
        "apps": {
            "type": "object",
            "patternProperties": {
                "^[A-Za-z_][A-Za-z0-9_]*$": {"$ref": "#/definitions/app"}
            }
        }
    },
    "definitions": {
        "step": {
            "type": "object",
            "required": ["id", "app"],
            "properties": {
                "id": {
                    "type": "string"
                },
                "app": {
                    "oneOf": [
                        {"type": "string"},
                        {"$ref": "#/definitions/app"}
                    ]
                },
                "inputs": {
                    "type": "object"
                },
                "parameters": {
                    "type": "object"
{'fraction_non_alphanumeric': 0.18476190476190477, 'fraction_numerical': 0.0038095238095238095, 'mean_word_length': 0.9152233363719234, 'pattern_counts': {'":': 56, '<': 3, '<?xml version=': 0, '>': 3, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '799351', 'n_tokens_mistral': 597, 'n_tokens_neox': 559, 'n_words': 91}