update data structures to allow for experiment creation
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42b3a9cf12
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__pycache__/
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@ -30,11 +30,56 @@ class Experiment:
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experiment: str
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date: str
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measurements: List[Measurement] = field(default_factory=list)
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variables: List[Variable] = field(default_factory=list)
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measurements: dict[str, Measurement] = field(default_factory=dict)
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variables: dict[str, Variable] = field(default_factory=dict)
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def to_json(self):
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# Convert the data class to a dictionary, which can be easily converted to JSON.
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import json
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return json.dumps(self, default=lambda o: o.__dict__, sort_keys=True, indent=4)
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def from_json(self, json_str):
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# Convert a JSON string to a data class.
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import json
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data = json.loads(json_str)
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self.__dict__.update(data)
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def add_measurement(self, measurement: Measurement):
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# Add a measurement to the experiment.
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if measurement.name in self.measurements:
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raise ValueError(
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f"Measurement {measurement.name} already exists in the experiment."
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)
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self.measurements[measurement.name] = measurement
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def add_measurements(self, measurements: List[Measurement]):
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# Add a list of measurements to the experiment.
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for measurement in measurements:
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self.add_measurement(measurement)
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def take_measurement(self, source: str, value: float):
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# Add a measurement to the experiment.
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if source not in self.measurements:
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raise ValueError(f"Measurement {source} not found in the experiment.")
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self.measurements[source].values.append(value)
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def add_variable(self, variable: Variable):
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# Add a variable to the experiment.
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if variable.name in self.variables:
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raise ValueError(
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f"Variable {variable.name} already exists in the experiment."
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)
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self.variables[variable.name] = variable
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def add_variables(self, variables: List[Variable]):
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# Add a list of variables to the experiment.
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for variable in variables:
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self.add_variable(variable)
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def set_variable(self, source: str, value: Any):
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# Set a variable in the experiment.
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if source not in self.variables:
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raise ValueError(f"Variable {source} not found in the experiment.")
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self.variables[source].value = value
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31
moisture.py
31
moisture.py
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@ -5,15 +5,22 @@ from experiment import Experiment, Measurement, Variable
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@dataclass
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class MoistureExperiment(Experiment):
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def __init__(self, date: str):
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super().__init__(
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experiment="Moisture Analysis",
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date=date,
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variables=[
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Variable("cold-soak-time", "hour", (5, 45)),
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Variable("cold-soak-temp", "degF", (69, 72)),
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Variable("hot-soak-time", "minute", (5, 20)),
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Variable("hot-soak-temp", "degF", (180, 200)),
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],
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measurements=[Measurement("moisture-content", "%", (0.06, 0.08))],
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)
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def __init__(
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self,
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date: str,
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cold_soak_time: float | None,
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cold_soak_temp: float | None,
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hot_soak_time: float | None,
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hot_soak_temp: float | None,
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):
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super().__init__(experiment="Moisture Analysis", date=date)
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variables = [
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Variable("cold-soak-time", "hour", (5, 45), cold_soak_time),
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Variable("cold-soak-temp", "degF", (69, 72), cold_soak_temp),
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Variable("hot-soak-time", "minute", (5, 20), hot_soak_time),
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Variable("hot-soak-temp", "degF", (180, 200), hot_soak_temp),
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]
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self.add_variables(variables)
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measurement = Measurement("moisture-content", "%", (0.06, 0.08))
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self.add_measurement(measurement)
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60
shelling.py
60
shelling.py
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@ -5,27 +5,39 @@ from experiment import Experiment, Measurement, Variable
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@dataclass
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class ShellingExperiment(Experiment):
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def __init__(self, date: str):
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super().__init__(
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experiment="Shelling Analysis",
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date=date,
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variables=[
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Variable("drum-rpm", "rpm", (30, 40)),
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Variable("paddle-shaft-rpm", "rpm", (400, 800)),
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Variable("ring-gap", "in"),
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Variable("tilt-angle", "deg", (2, 5)),
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Variable("feed-rate", "lb/hr", (300, 500), 500),
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Variable("moisture-content", "%", (5, 9)),
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Variable("pecan-variety", "", None, "desirable"),
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],
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measurements=[
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Measurement("bin1-weight", "lb"),
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Measurement("bin2-weight", "lb"),
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Measurement("bin3-weight", "lb"),
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Measurement("recirculated-weight", "lb"),
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Measurement("final-discharge-weight", "lb"),
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Measurement("bin1-half-yield", "%"),
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Measurement("bin2-half-yield", "%"),
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Measurement("bin3-half-yield", "%"),
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],
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)
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def __init__(
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self,
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date: str,
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drum_rpm: int,
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paddle_shaft_rpm: int,
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ring_gap: float,
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tilt_angle: float,
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moisture_content: float,
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feed_rate: int = 500,
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pecan_variety: str = "desirable",
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):
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super().__init__(experiment="Shelling Analysis", date=date)
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variables = [
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Variable("drum-rpm", "rpm", (30, 40), drum_rpm),
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Variable("paddle-shaft-rpm", "rpm", (400, 800), paddle_shaft_rpm),
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Variable("ring-gap", "in", value=ring_gap),
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Variable("tilt-angle", "deg", (2, 5), tilt_angle),
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Variable("feed-rate", "lb/hr", (300, 500), feed_rate),
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Variable("moisture-content", "%", (5, 9), moisture_content),
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Variable("pecan-variety", "", value=pecan_variety),
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]
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self.add_variables(variables)
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measurements = [
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Measurement("bin1-weight", "lb"),
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Measurement("bin2-weight", "lb"),
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Measurement("bin3-weight", "lb"),
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Measurement("recirculated-weight", "lb"),
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Measurement("final-discharge-weight", "lb"),
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Measurement("bin1-half-yield", "%"),
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Measurement("bin2-half-yield", "%"),
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Measurement("bin3-half-yield", "%"),
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]
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self.add_measurements(measurements)
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