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#pragma once
#include "MWTExplorer.h"
#include "utility.h"
#include <iomanip>
#include <iostream>
#include <sstream>
using namespace MultiWorldTesting;
class TestContext
{
};
template <class Ctx>
struct TestInteraction
{
Ctx& Context;
u32 Action;
float Probability;
string Unique_Key;
};
class TestPolicy : public IPolicy<TestContext>
{
public:
TestPolicy(int params, int num_actions) : m_params(params), m_num_actions(num_actions) { }
u32 Choose_Action(TestContext& context)
{
return m_params % m_num_actions + 1; // action id is one-based
}
private:
int m_params;
int m_num_actions;
};
class TestScorer : public IScorer<TestContext>
{
public:
TestScorer(int params, int num_actions, bool uniform = true) :
m_params(params), m_num_actions(num_actions), m_uniform(uniform)
{ }
vector<float> Score_Actions(TestContext& context)
{
vector<float> scores;
if (m_uniform)
{
for (u32 i = 0; i < m_num_actions; i++)
{
scores.push_back(m_params);
}
}
else
{
for (u32 i = 0; i < m_num_actions; i++)
{
scores.push_back(m_params + i);
}
}
return scores;
}
private:
int m_params;
int m_num_actions;
bool m_uniform;
};
class FixedScorer : public IScorer<TestContext>
{
public:
FixedScorer(int num_actions, int value) :
m_num_actions(num_actions), m_value(value)
{ }
vector<float> Score_Actions(TestContext& context)
{
vector<float> scores;
for (u32 i = 0; i < m_num_actions; i++)
{
scores.push_back((float)m_value);
}
return scores;
}
private:
int m_num_actions;
int m_value;
};
class TestSimpleScorer : public IScorer<SimpleContext>
{
public:
TestSimpleScorer(int params, int num_actions) : m_params(params), m_num_actions(num_actions) { }
vector<float> Score_Actions(SimpleContext& context)
{
vector<float> scores;
for (u32 i = 0; i < m_num_actions; i++)
{
scores.push_back(m_params);
}
return scores;
}
private:
int m_params;
int m_num_actions;
};
class TestSimplePolicy : public IPolicy<SimpleContext>
{
public:
TestSimplePolicy(int params, int num_actions) : m_params(params), m_num_actions(num_actions) { }
u32 Choose_Action(SimpleContext& context)
{
return m_params % m_num_actions + 1; // action id is one-based
}
private:
int m_params;
int m_num_actions;
};
class TestSimpleRecorder : public IRecorder<SimpleContext>
{
public:
virtual void Record(SimpleContext& context, u32 action, float probability, string unique_key)
{
m_interactions.push_back({ context, action, probability, unique_key });
}
vector<TestInteraction<SimpleContext>> Get_All_Interactions()
{
return m_interactions;
}
private:
vector<TestInteraction<SimpleContext>> m_interactions;
};
// Return action outside valid range
class TestBadPolicy : public IPolicy<TestContext>
{
public:
u32 Choose_Action(TestContext& context)
{
return 100;
}
};
class TestRecorder : public IRecorder<TestContext>
{
public:
virtual void Record(TestContext& context, u32 action, float probability, string unique_key)
{
m_interactions.push_back({ context, action, probability, unique_key });
}
vector<TestInteraction<TestContext>> Get_All_Interactions()
{
return m_interactions;
}
private:
vector<TestInteraction<TestContext>> m_interactions;
};
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