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| from pydantic import BaseModel, Field, validator, ValidationError | |
| from typing import List, Dict, Any, Optional, Literal, Union | |
| from enum import Enum | |
| # These are the necessary components that make up the Trials | |
| class Variables(BaseModel): | |
| controlled: Union[List[str], None] = Field(..., title="Controlled Variables", description="An array of controlled variables, which will be constant (controlled) across all trials") | |
| independent: Union[List[str], None] = Field(..., title="Independent Variables", description="An array of independent variables (ie treatments), which will be intentionally varied across one or more trials") | |
| outcome: Union[List[str], None] = Field(..., title="Outcome Variables", description="An array of outcome variables (ie dependent or response variables) which is hypothesized to change across the trials") | |
| class Treatment(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The treatment name") | |
| description: Union[str, None] = Field(..., title="Description", description="The treatment description, including the conditions within this treatment") | |
| crops: Union[List[str], None] = Field(..., title="Crops", description="An array of crops being tested in this treatment") | |
| fields: Union[List[str], None] = Field(..., title="Fields", description="An array of fields in which this treatment has occurred or will occur") | |
| learnings: Union[List[str], None] = Field(..., title="Learnings", description="An array of lessons learned from this experiment") | |
| variables: Union[Variables, None] = Field(..., title="Variables", description="Variables (ie factors) in this experiment. Some variables are constant (controlled) and some will vary in order to learn something (independent)") | |
| confoundingFactors: Union[List[str], None] = Field(..., title="Confounding Factors", description="An array of factors which may impact the outcomes of the experiment that were not planned for.") | |
| class Trial(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of this trial") | |
| description: Union[str, None] = Field(..., title="Description", description="A description of this trial") | |
| treatments: Union[List[Treatment], None] = Field(..., title="Treatments", description="An array of different treatments (strips or blocks with the same conditions applied) performed by the partner") | |
| class TrialLite(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of this trial") | |
| description: Union[str, None] = Field(..., title="Description", description="A description of this trial") | |
| ################################################################################# | |
| # These are the necessary components that make up the Interactions | |
| class Role(str, Enum): | |
| PARTNER = 'partner' | |
| STAFF = 'staff' | |
| AGRONOMIST = 'agronomist' | |
| OTHER = 'other' | |
| def description(self): | |
| descriptions = { | |
| 'partner': "A partner in the trial or interaction.", | |
| 'staff': "Staff members working on the project.", | |
| 'agronomist': "Agronomist providing expertise in the trial.", | |
| 'other': "Other roles involved in the trial or interaction." | |
| } | |
| return descriptions.get(self.value, "No description available.") | |
| class Person(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="Name of this person") | |
| role: Union[Role, None] = Field(..., title="Role", description="Role of this person") | |
| class Interactions(BaseModel): | |
| people: Union[List[Person], None] = Field(..., title="People", description="An array of people involved in or mentioned in this interaction") | |
| date: Union[str, None] = Field(..., title="Date", description="Date of the interaction in ISO 8601 format (YYYY-MM-DD)", example="2024-10-05") | |
| nextMeeting: Union[str, None] = Field(..., title="Date of next meeting in ISO 8601 format (YYYY-MM-DD)", description="Proposed date of the next future interaction in ISO 8601 format (YYYY-MM-DD)", example="2024-10-05") | |
| nextSteps: Union[List[str], None] = Field(..., title="Next Steps", description="Array containing a list of next steps from the interaction") | |
| summary: Union[str, None] = Field(..., title="Summary", description="Summary of the interaction") | |
| class InteractionsLite(BaseModel): | |
| date: Union[str, None] = Field(..., title="Date", description="Date of the interaction in ISO 8601 format (YYYY-MM-DD)", example="2024-10-05") | |
| nextMeeting: Union[str, None] = Field(..., title="Date of next meeting", description="Proposed date of the next future interaction") | |
| nextSteps: Union[List[str], None] = Field(..., title="Next Steps", description="List of individual next steps derived from the interaction") | |
| summary: Union[str, None] = Field(..., title="Summary", description="Summary of the interaction") | |
| ################################################################################# | |
| # These are the components for Farm Activities, Fields, and Plantings | |
| class Status(str, Enum): | |
| ACTIVE = 'active' | |
| ARCHIVED = 'archived' | |
| # Depending on how well this works, come back and hard-code this based on some parameter(s) | |
| class Convention(str, Enum): | |
| ACTIVITY = 'log--activity' | |
| OBSERVATION = 'log--observation' | |
| FLAMING = 'log--activity--flaming' | |
| GRAZING = 'log--activity--grazing' | |
| MOWING = 'log--activity--mowing' | |
| SOLARIZATION = 'log--activity--solarization' | |
| TERMINATION = 'log--activity--termination' | |
| TILLAGE = 'log--activity--tillage' | |
| HARVEST = 'log--activity--harvest' | |
| HERBICIDE = 'log--input--herbicide_or_pesticide' | |
| IRRIGATION = 'log--input--irrigation' | |
| LIME = 'log--input--lime' | |
| ORGANIC = 'log--input--organic_matter' | |
| SEEDTREAT = 'log--input--seed_treatment' | |
| SEEDLINGTREAT = 'log--input--seedling_treatment' | |
| MODUS = 'log--lab_test--modus_lab_test' | |
| SEEDING = 'log--seeding--seeding' | |
| TRANSPLANT = 'log--transplanting--transplant' | |
| class Structure(str, Enum): | |
| CLAY = 'clay' | |
| SANDYCLAY = 'sandy clay' | |
| SILTYCLAY = 'silty clay' | |
| SANDYCLAYLOAM = 'sandy clay loam' | |
| SILYCLAMLOAM = 'silty clay loam' | |
| CLAYLOAM = 'clay loam' | |
| SANDYLOAM = 'sandy loam' | |
| SILTLOAM = 'silt loam' | |
| LOAM = 'loam' | |
| LOAMYSAND = 'loamy sand' | |
| SAND = 'sand' | |
| SILT = 'silt' | |
| class Log(BaseModel): | |
| convention: Union[Convention, None] = Field(..., title="Logs", description="This log's convention (i.e. this log's category or type)") | |
| date: Union[str, None] = Field(..., title="Date", description="Date the log (i.e. action of the activity or input) was performed in ISO 8601 format (YYYY-MM-DD)", example="2024-10-05") | |
| description: Union[str, None] = Field(..., title="Description", description="A description of the details of the log (i.e. details about farm activity performed") | |
| class Soil(BaseModel): | |
| description: Union[str, None] = Field(..., title="Description", description="A general description of the soil") | |
| structure: Union[List[Structure], None] = Field(..., title="Structure", description="The structure of the soil using options from the major soil texture classes (sand, clay, silt)") | |
| biology: Union[str, None] = Field(..., title="Biology", description="Biological activity levels of the soil, including fluffiness, worms and bugs, and other evidence of soil biological activity") | |
| class Yield(BaseModel): | |
| quantity: Union[str, None] = Field(..., title="Quantity", description="A description of the total yield (harvested amount) from this planting, including units when available") | |
| quality: Union[str, None] = Field(..., title="Quality", description="The product quality of the harvest. For example, small or large fruits, sweet or tart flavor, easily molding or containing mold, high number of product seconds, etc.)") | |
| # It breaks if soil and yield aren't lists for some reason | |
| class Planting(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of the planting") | |
| status: Union[Status, None] = Field(..., title="Status", description="The status of the planting. \"active\" is a planting which is currently still in the field. \"archived\" is a planting which is no longer in the field (has been terminated or harvested)") | |
| crop: Union[List[str], None] = Field(..., title="Crop", description="A list of the crops in this planting") | |
| variety: Union[List[str], None] = Field(..., title="Variety", description="A list of the crop varieties in this planting") | |
| logs: Union[List[Log], None] = Field(..., title="Logs", description="An array of all logs that are associated with this individual planting") | |
| soil: Union[List[Soil], None] = Field(..., title="Soil", description="Information about the soil associated with or observed during the time of this planting") | |
| yield_: Union[List[Yield], None] = Field(..., title="Yield", description="One set of quantitative and qualitative yield observations for this planting") | |
| class FarmActivities(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of the agricultural field.") | |
| description: Union[str, None] = Field(..., title="Description", description="The description of the agricultural field.") | |
| plantings: Union[List[Planting], None] = Field(..., title="Plantings", description="An array of all the plantings which have occurred on this field") | |
| # These are extra for the modular approach (step-wise) | |
| class FarmActivitiesLite(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of the agricultural field.") | |
| description: Union[str, None] = Field(..., title="Description", description="The description of the agricultural field.") | |
| class PlantingLite(BaseModel): | |
| name: Union[str, None] = Field(..., title="Name", description="The name of the planting") | |
| status: Union[Status, None] = Field(..., title="Status", description="The status of the planting. \"active\" is a planting which is currently still in the field. \"archived\" is a planting which is no longer in the field (has been terminated or harvested)") | |
| crop: Union[List[str], None] = Field(..., title="Crop", description="An array of the crops in this planting") | |
| variety: Union[List[str], None] = Field(..., title="Variety", description="An array of the varieties in this planting") | |