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| 1 | +{% if user_inputs -%} |
| 2 | +import os |
| 3 | +{% endif -%} |
| 4 | +import textwrap |
| 5 | + |
| 6 | +import mellea |
| 7 | + |
| 8 | +{%- set ns = namespace(need_req=false) -%} |
| 9 | +{%- for item in subtasks -%} |
| 10 | + {%- for c in item.constraints or [] -%} |
| 11 | + {%- if c.val_fn -%} |
| 12 | + {%- set ns.need_req = true -%} |
| 13 | + {%- endif -%} |
| 14 | + {%- endfor -%} |
| 15 | +{%- endfor %} |
| 16 | + |
| 17 | +{%- if ns.need_req %} |
| 18 | +from mellea.stdlib.requirements import req |
| 19 | +{%- for c in identified_constraints %} |
| 20 | +{%- if c.val_fn and c.val_fn_name %} |
| 21 | +from validations.{{ c.val_fn_name }} import validate_input as {{ c.val_fn_name }} |
| 22 | +{%- endif %} |
| 23 | +{%- endfor %} |
| 24 | +{%- endif %} |
| 25 | + |
| 26 | +m = mellea.start_session() |
| 27 | +{%- if user_inputs %} |
| 28 | + |
| 29 | + |
| 30 | +# User Input Variables |
| 31 | +try: |
| 32 | + {%- for var in user_inputs %} |
| 33 | + {{ var | lower }} = os.environ["{{ var | upper }}"] |
| 34 | + {%- endfor %} |
| 35 | +except KeyError as e: |
| 36 | + raise SystemExit(f"ERROR: One or more required environment variables are not set: {e}") |
| 37 | +{%- endif %} |
| 38 | +{%- for item in subtasks %} |
| 39 | + |
| 40 | + |
| 41 | +{{ item.tag | lower }}_gnrl = textwrap.dedent( |
| 42 | + R""" |
| 43 | + {{ item.general_instructions | trim | indent(width=4, first=False) }} |
| 44 | + """.strip() |
| 45 | +) |
| 46 | +{{ item.tag | lower }} = m.instruct( |
| 47 | + {%- if not (item.input_vars_required or []) %} |
| 48 | + {{ item.subtask[3:] | trim | tojson }}, |
| 49 | + {%- else %} |
| 50 | + textwrap.dedent( |
| 51 | + R""" |
| 52 | + {{ item.subtask[3:] | trim }} |
| 53 | + |
| 54 | + Here are the input variables and their content: |
| 55 | + {%- for var in item.input_vars_required or [] %} |
| 56 | + |
| 57 | + - {{ var | upper }} = {{ "{{" }}{{ var | upper }}{{ "}}" }} |
| 58 | + {%- endfor %} |
| 59 | + """.strip() |
| 60 | + ), |
| 61 | + {%- endif %} |
| 62 | + {%- if item.constraints %} |
| 63 | + requirements=[ |
| 64 | + {%- for c in item.constraints %} |
| 65 | + {%- if c.val_fn and c.val_fn_name %} |
| 66 | + req( |
| 67 | + {{ c.constraint | tojson}}, |
| 68 | + validation_fn={{ c.val_fn_name }}, |
| 69 | + ), |
| 70 | + {%- else %} |
| 71 | + {{ c.constraint | tojson}}, |
| 72 | + {%- endif %} |
| 73 | + {%- endfor %} |
| 74 | + ], |
| 75 | + {%- else %} |
| 76 | + requirements=None, |
| 77 | + {%- endif %} |
| 78 | + {%- if item.input_vars_required %} |
| 79 | + user_variables={ |
| 80 | + {%- for var in item.input_vars_required or [] %} |
| 81 | + {{ var | upper | tojson }}: {{ var | lower }}, |
| 82 | + {%- endfor %} |
| 83 | + }, |
| 84 | + {%- endif %} |
| 85 | + grounding_context={ |
| 86 | + "GENERAL_INSTRUCTIONS": {{ item.tag | lower }}_gnrl, |
| 87 | + {%- for var in item.depends_on or [] %} |
| 88 | + {{ var | upper | tojson }}: {{ var | lower }}.value, |
| 89 | + {%- endfor %} |
| 90 | + }, |
| 91 | +) |
| 92 | +assert {{ item.tag | lower }}.value is not None, 'ERROR: task "{{ item.tag | lower }}" execution failed' |
| 93 | +{%- if loop.last %} |
| 94 | + |
| 95 | + |
| 96 | +final_answer = {{ item.tag | lower }}.value |
| 97 | + |
| 98 | +print(final_answer) |
| 99 | +{%- endif -%} |
| 100 | +{%- endfor -%} |
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