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test_extract.py
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import pytest
from faker import Faker
import extract
from database_methods import (
migrate,
delete_all_rows_from_pql_entity,
delete_all_rows_from_counter_saving,
)
from extract import (
Parameter,
AutoGeneratedField,
StateProcessor,
AutoGeneratedOneToOne,
AutoGeneratedManyToOne,
AutoGeneratedManyToMany,
AutoGeneratedUUID,
)
extract.faker1 = Faker()
Faker.seed(4711)
def get_config() -> dict:
return {
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
"material_equipped": AutoGeneratedManyToOne("MaterialEquipped", "id"),
},
"primary_key": "id",
},
"MaterialEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"material_name": Parameter("material_name"),
},
"primary_key": "id",
},
}
def run_processor(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_one():
states = [
{"timestamp": 1, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 2, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 3, "cycle_id": 22, "material_name": "Material 1"},
{"timestamp": 4, "cycle_id": 22, "material_name": "Material 1"},
]
results = run_processor(states)
assert len(results.get("Cycle")) == 2
assert len(results.get("MaterialEquipped")) == 1
assert results.get("Cycle")[0].get("start") == 1
assert results.get("Cycle")[0].get("end") == 2
assert results.get("Cycle")[0].get("material_equipped") == 1
assert results.get("Cycle")[1].get("material_equipped") == 1
def test_two():
states = [
{"timestamp": 1, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 2, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 3, "cycle_id": 22, "material_name": "Material 1"},
{"timestamp": 4, "cycle_id": 22, "material_name": "Material 1"},
]
results = run_processor(states)
assert len(results.get("Cycle")) == 2
assert len(results.get("MaterialEquipped")) == 1
assert results.get("Cycle")[0].get("start") == 1
assert results.get("Cycle")[0].get("end") == 2
assert results.get("Cycle")[0].get("material_equipped") == 1
assert results.get("Cycle")[1].get("material_equipped") == 1
def test_cycle_material_switch():
states = [
{"timestamp": 1, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 2, "cycle_id": 21, "material_name": "Material 1"},
{"timestamp": 3, "cycle_id": 22, "material_name": "Material 2"},
{"timestamp": 4, "cycle_id": 22, "material_name": "Material 2"},
]
results = run_processor(states)
material_dict: dict = {
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"material_name": "Material 1",
"start": 1,
"end": 2,
}
material_dict2: dict = {
"id": 2,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"material_name": "Material 2",
"start": 3,
"end": 4,
}
cycle_dict: dict = {
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
"material_equipped": 1,
}
cycle_dict2: dict = {
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 4,
"material_equipped": 2,
}
assert len(results.get("Cycle")) == 2
assert len(results.get("MaterialEquipped")) == 2
assert results.get("MaterialEquipped")[0] == material_dict
assert results.get("MaterialEquipped")[1] == material_dict2
assert results.get("Cycle")[0] == cycle_dict
assert results.get("Cycle")[1] == cycle_dict2
def get_config1() -> dict:
return {
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
},
"primary_key": "id",
}
}
def run_processor1(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config1())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_tool_and_others_not():
states = [
{
"timestamp": 1,
"cycle_id": 21,
"material_name": "Material 1",
"tool_name": "Tool1",
},
{
"timestamp": 2,
"cycle_id": 21,
"material_name": "Material 1",
"tool_name": "Tool1",
},
{
"timestamp": 3,
"cycle_id": 22,
"material_name": "Material 2",
"tool_name": "Tool1",
},
{
"timestamp": 4,
"cycle_id": 22,
"material_name": "Material 2",
"tool_name": "Tool1",
},
]
results = run_processor1(states)
tool_dict: dict = {
"ToolEquipped": [
{
"id": 1,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"tool_name": "Tool1",
"start": 1,
"end": 4,
}
]
}
assert results == tool_dict
def get_config2() -> dict:
return {
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
"cycle": AutoGeneratedManyToOne("Cycle", "id"),
},
"primary_key": "id",
},
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
},
"primary_key": "id",
},
}
def run_processor2(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config2())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_tool_change_and_relation_with_cycle():
states = [
{
"timestamp": 1,
"cycle_id": 21,
"material_name": "Material 1",
"tool_name": "Tool1",
},
{
"timestamp": 2,
"cycle_id": 21,
"material_name": "Material 1",
"tool_name": "Tool1",
},
{
"timestamp": 3,
"cycle_id": 22,
"material_name": "Material 2",
"tool_name": "Tool2",
},
{
"timestamp": 4,
"cycle_id": 22,
"material_name": "Material 2",
"tool_name": "Tool2",
},
{
"timestamp": 5,
"cycle_id": 22,
"material_name": "Material 2",
"tool_name": "Tool2",
},
]
results = run_processor2(states)
tool_dict: dict = {
"ToolEquipped": [
{
"id": 1,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"tool_name": "Tool1",
"start": 1,
"end": 2,
"cycle": 21,
},
{
"id": 2,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"tool_name": "Tool2",
"start": 3,
"end": 5,
"cycle": 22,
},
]
}
cycle_dict: dict = {
"Cycle": [
{
"id": 21,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"start": 1,
"end": 2,
},
{
"id": 22,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"start": 3,
"end": 5,
},
]
}
assert results.get("ToolEquipped") == tool_dict.get("ToolEquipped")
assert results.get("Cycle") == cycle_dict.get("Cycle")
def get_config3() -> dict:
return {
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
},
"primary_key": "id",
},
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
"cycle": AutoGeneratedManyToOne("Cycle", "id"),
},
"primary_key": "id",
},
}
def run_processor3(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config3())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_tool_change_and_relation_befor_entity():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
]
results = run_processor3(states)
assert results == {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
},
],
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 2,
"cycle": 21,
},
{
"id": 2,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"tool_name": "Tool2",
"start": 3,
"end": 5,
"cycle": 22,
},
],
}
tool_dict: dict = {
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 2,
"cycle": 21,
},
{
"id": 2,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"tool_name": "Tool2",
"start": 3,
"end": 5,
"cycle": 22,
},
]
}
cycle_dict: dict = {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
},
]
}
def get_config4() -> dict:
return {
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
},
"primary_key": "id",
},
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
"cycle": AutoGeneratedOneToOne("Cycle", "id"),
},
"primary_key": "id",
},
}
def run_processor4(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config4())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_relation_one_to_one_true():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
]
results = run_processor4(states)
assert results == {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
},
],
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 2,
"cycle": 21,
},
{
"id": 2,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"tool_name": "Tool2",
"start": 3,
"end": 5,
"cycle": 22,
},
],
}
tool_dict: dict = {
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 2,
"cycle": 21,
},
{
"id": 2,
"uuid": "0583542f-4cd5-413d-8c6e-3438c63be5a9",
"tool_name": "Tool2",
"start": 3,
"end": 5,
"cycle": 22,
},
]
}
cycle_dict: dict = {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
},
]
}
def test_relation_one_to_one_false():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
]
with pytest.raises(RuntimeError):
end_result = run_processor4(states)
def test_relation_one_to_one_false_two():
states = [
{
"timestamp": 1,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 22,
"material_name": "Material 2",
},
]
with pytest.raises(RuntimeError):
end_result = run_processor4(states)
def test_relation_one_to_one_false_three():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
]
with pytest.raises(RuntimeError):
end_result = run_processor4(states)
def get_config5() -> dict:
return {
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
"tool_equipped": AutoGeneratedManyToOne("ToolEquipped", "id"),
},
"primary_key": "id",
},
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
},
"primary_key": "id",
},
}
def run_processor5(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config5())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_relation_one_to_many_true():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool1",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool1",
"cycle_id": 22,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool1",
"cycle_id": 22,
"material_name": "Material 2",
},
]
end_result = run_processor5(states)
assert end_result == {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
"tool_equipped": 1,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
"tool_equipped": 1,
},
],
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 5,
}
],
}
tool_dict: dict = {
"ToolEquipped": [
{
"id": 1,
"uuid": "5bb7fb0f-d8d9-415b-8725-460b8ce504db",
"tool_name": "Tool1",
"start": 1,
"end": 5,
}
]
}
cycle_dict: dict = {
"Cycle": [
{
"id": 21,
"uuid": "b1cb1816-7d85-457c-9f32-2a1422d00e17",
"start": 1,
"end": 2,
"tool_equipped": 1,
},
{
"id": 22,
"uuid": "ce9c02e4-aafb-4062-97ff-bbaaeca05990",
"start": 3,
"end": 5,
"tool_equipped": 1,
},
]
}
def test_relation_one_to_many_false():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
]
with pytest.raises(RuntimeError):
end_result = run_processor5(states)
def get_config6() -> dict:
return {
"Cycle": {
"fields": {
"id": Parameter("cycle_id"),
"uuid": AutoGeneratedUUID(),
},
"primary_key": "id",
},
"ToolEquipped": {
"fields": {
"id": AutoGeneratedField(),
"uuid": AutoGeneratedUUID(),
"tool_name": Parameter("tool_name"),
"cycle": AutoGeneratedManyToMany("Cycle", "id"),
},
"primary_key": "id",
},
}
def run_processor6(states):
"""
Helper Function
:param states:
:return:
"""
migrate()
delete_all_rows_from_pql_entity()
delete_all_rows_from_counter_saving()
extract.faker1 = Faker()
Faker.seed(4711)
processor = StateProcessor(get_config6())
processor.init_context(states[0])
for state in states:
processor.process_state(state)
results = processor.get_result()
return results
def test_relation_many_to_many_true():
states = [
{
"timestamp": 1,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 2,
"tool_name": "Tool1",
"cycle_id": 21,
"material_name": "Material 1",
},
{
"timestamp": 3,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 4,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{
"timestamp": 5,
"tool_name": "Tool2",
"cycle_id": 21,
"material_name": "Material 2",
},
{