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@JoaoFelipe
Created October 19, 2020 21:47
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Widgets para correção de AD1 de BD do CEDERJ
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{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 1"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import ipywidgets\n",
"from fractions import Fraction\n",
"from contextlib import contextmanager\n",
"\n",
"def reset(ewidget, value):\n",
" def resetfn():\n",
" ewidget.value = value\n",
" return resetfn\n",
" \n",
"def create_floatitems(sumwidgets, widgets, deflist, updatetotal, reverse=False):\n",
" for ent, value in deflist.items():\n",
" value = value * 10\n",
" mivalue = min(0, value)\n",
" mavalue = max(0, value)\n",
" tvalue = mavalue if not reverse else mivalue\n",
" ewidget = ipywidgets.IntSlider(\n",
" value=tvalue,\n",
" max=mavalue,\n",
" min=mivalue,\n",
" disabled=False,\n",
" readout_format='d'\n",
" )\n",
" ewidget.reset = reset(ewidget, tvalue)\n",
" ewidget.observe(updatetotal)\n",
"\n",
" sumwidgets.append(ewidget)\n",
" widgets.append(ipywidgets.HBox([\n",
" ewidget, ipywidgets.HTML(\"[{}] \".format(value/10) + ent,\n",
" layout=ipywidgets.Layout(max_width=\"600px\"))\n",
" ]))\n",
" \n",
"@contextmanager\n",
"def prepare_form():\n",
" sumwidgets = []\n",
" widgets = []\n",
"\n",
" total_widget = ipywidgets.Text(description=\"Total\")\n",
" widgets.append(total_widget)\n",
"\n",
" def updatetotal(*args, **kwargs):\n",
" result = 0\n",
" for widget in sumwidgets:\n",
" result += widget.value\n",
" total_widget.value = str(result / 10)\n",
"\n",
" def reloadclick(*args, **kwargs):\n",
" for widget in sumwidgets:\n",
" widget.reset()\n",
" updatetotal()\n",
" \n",
" yield (sumwidgets, widgets, updatetotal)\n",
"\n",
"\n",
" button = ipywidgets.Button(description=\"Recarregar\")\n",
" button.on_click(reloadclick)\n",
"\n",
" widgets.append(button)\n",
" updatetotal()\n",
" \n"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "77c6c5061437445e83ad754ff69452fd",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='2.0', description='Total'), HTML(value='<b> Níveis de Abstração </b>'), HBox(childr…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ABSTRACTION_LEVELS = {\n",
" \"<b> Semântico: </b> é o nível de abstração mais próximo do usuário, que captura abstrações do modelo, mas sem muitos detalhes de implementação. A representação no nível semântico pode ser um diagrama ou uma descrição em alto nível.\": 0.4,\n",
" \"<b> Lógico: </b> nível de abstração que depende diretamente SGBD escolhido/do modelo de representação de dados. Em um SGBD relacional, a representação é em tabelas com chaves primárias e estrangeiras.\": 0.4,\n",
" \"<b> Físico: </b> nível de abstração que trata da organização de dados no disco e conta com definição de índices, definição do armazenamento de tabelas e implementação de funcionalidades que buscam facilitar o acesso físico.\": 0.4,\n",
"}\n",
"\n",
"OTHER = {\n",
" \"<b>Vantagem:</b> A principal vantagem de adotar a modelagem de 3 níveis é a possibilidade de abstração do modelo, permitindo diferentes abordagens em níveis mais baixos para um mesmo modelo de um nível mais alto. Por exemplo, um único diagrama definido no modelo semântico pode ser projetado em diferentes SGBDs que possuam modelos de representação diferentes, evitando a escrita de um diagrama diferente para cada SGDB. Da mesma forma, um SGBD pode implementar diversos algoritmos de indexação no nível físico sem que os projetistas do modelo lógico tenham que fazer alterações em seus modelos.\": 0.2,\n",
" \"<b>Desvantagem:</b> Como desvantagem, a separação em níveis dificulta o controle do que ocorre em níveis inferiores. O projetista do banco no nível lógico tem pouco controle sobre como os dados serão armazenados no disco e possui poucas opções para otimizar o uso do SGBD, por exemplo.\": 0.2,\n",
" \"<b>Independência:</b> A modelagem de 3 níveis permite um alto grau de independência tanto lógica quanto física dos dados. Com a separação, é possível alterar de forma independente tanto componentes do modelo físico quanto componentes do modelo lógico.\": 0.4,\n",
"}\n",
"\n",
"EXTRA = {\n",
" \"\"\"\n",
" A independência entre os modelos não é totalmente transitiva. O modelo lógico é totalmente desacoplado do físico, mas o físico não é tão desacoplado do lógico uma vez que:\n",
"1) Não dá para recuperar o lógico a partir do físico dado que o mapeamento L->F não é determinístico.\n",
"2) Existem restrições no Relacional que não necessariamente se traduzem no ER (FKs vs. cardinalidade)\n",
"\"\"\": 1.0\n",
"}\n",
"\n",
"\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Níveis de Abstração </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ABSTRACTION_LEVELS, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Outros </b>\"))\n",
" create_floatitems(sumwidgets, widgets, OTHER, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Extra </b>\"))\n",
" create_floatitems(sumwidgets, widgets, EXTRA, updatetotal, reverse=True)\n",
"\n",
"ipywidgets.VBox(widgets)\n"
]
},
{
"attachments": {
"image.png": {
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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 2\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "28765b3d9b434f048b6c9abde57f9035",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='3.0', description='Total'), HTML(value='<b> Entidades </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"ENTITY_VALUE = 0.2\n",
"ENTITIES = {\n",
" \"Departamento (<b>Numero</b>, Nome)\": ENTITY_VALUE,\n",
" \"Projeto (<b>Numero</b>, Nome, Inicio, Fim)\": ENTITY_VALUE,\n",
" \"Funcionário (<b>Código</b>, Nome, Endereço, Sexo, Aniversário, Salário)\": ENTITY_VALUE,\n",
" \"Pesquisador (Área)\": ENTITY_VALUE,\n",
" \"Secretário (Escolaridade)\": ENTITY_VALUE,\n",
" \"Limpeza (Cargo, Jornada)\": ENTITY_VALUE,\n",
" \"Dependente (Nome, Sexo, Aniversário, Parentesco)\": ENTITY_VALUE\n",
"}\n",
"\n",
"RELATIONSHIP_VALUE = 0.2\n",
"RELATIONSHIPS = {\n",
" \"Controla: 1 Departamento, N Projeto\": RELATIONSHIP_VALUE,\n",
" \"Associado: N Funcionário 1 Departamento\": RELATIONSHIP_VALUE,\n",
" \"Possui: 1 Funcionário N Dependente\": RELATIONSHIP_VALUE,\n",
" \"Herança total de Funcionário: Pesquisador, Secretário, Limpeza\": RELATIONSHIP_VALUE,\n",
" \"Gerencia: 1 Limpeza, N Limpeza\": RELATIONSHIP_VALUE,\n",
" \"Trabalha: N Pesquisador, N Projeto\": RELATIONSHIP_VALUE,\n",
" \"Documenta: 1 Secretário, 1 (relacionamento entre departamento e projeto)\": RELATIONSHIP_VALUE\n",
"}\n",
"\n",
"OTHERS = {\n",
" \"HorasSemanais no Relacionamento entre Pesquisador e Projeto\": 0.2,\n",
" \"Cardinalidade Desnecessária em Atributos\": -0.1,\n",
" \"Formato dos atributos\": -0.3,\n",
" \"Chaves\": -0.3,\n",
" \"Atributos herdados\": -0.2,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Entidades </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ENTITIES, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Relacionamentos </b>\"))\n",
" create_floatitems(sumwidgets, widgets, RELATIONSHIPS, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Outros </b>\"))\n",
" create_floatitems(sumwidgets, widgets, OTHERS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)\n",
"\n",
"\n"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 3(a)\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "b3434930a25c496e9848eded2b82a6af",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='1.5', description='Total'), HTML(value='<b> Entidades </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"ENTITY_VALUE = 0.2\n",
"ENTITIES = {\n",
" \"Imóvel (<b>RGI, Cidade, Estado</b>, Area, Valor) <br> Ao invés de Area, pode ser Frente, Fundos\": ENTITY_VALUE,\n",
" \"Proprietário (<b>CPF</b>, Nascimento, Endereco, QtdImoveis) <br> Pode ter nome (mesmo sem ter na questão)\": ENTITY_VALUE,\n",
" \"Inquilino (<b>CPF</b>, Nome, Endereco, Nascimento, Renda)\": ENTITY_VALUE,\n",
" \"Corretor (<b>CPF</b>, Nome, Nascimento, CRECI)\": ENTITY_VALUE,\n",
"}\n",
"\n",
"RELATIONSHIP_VALUE = 0.2\n",
"RELATIONSHIPS = {\n",
" \"Pertence: N Imóvel, N Proprietário\": RELATIONSHIP_VALUE,\n",
" \"Aluga: N Inquilino, N Imóvel\": RELATIONSHIP_VALUE,\n",
" \"Atende: 1 Corretor N Inquilino\": RELATIONSHIP_VALUE,\n",
"}\n",
"\n",
"OTHERS = {\n",
" \"Atributo derivado QtdImoveis\": 0.1,\n",
" \"Cardinalidade Desnecessária em Atributos\": -0.1,\n",
" \"Formato dos atributos\": -0.2,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Entidades </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ENTITIES, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Relacionamentos </b>\"))\n",
" create_floatitems(sumwidgets, widgets, RELATIONSHIPS, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Outros </b>\"))\n",
" create_floatitems(sumwidgets, widgets, OTHERS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)\n",
"\n",
"\n"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 3(b)\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "dd3587e93cc949649b70842ae27da67a",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='1.5', description='Total'), HTML(value='<b> Entidades </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"ENTITY_VALUE = 0.2\n",
"ENTITIES = {\n",
" \"Contrato (<b>Num</b>, Inicio, Fim, Valor)\": ENTITY_VALUE,\n",
" \"Cláusula (<b>Num</b>, Texto)\": ENTITY_VALUE,\n",
"}\n",
"\n",
"RELATIONSHIP_VALUE = 0.2\n",
"RELATIONSHIPS = {\n",
" \"DetemContrato: N Pertence, N Aluga, N Contrato\": RELATIONSHIP_VALUE,\n",
" \"Compoe: 1 Contrato, N Clausula\": RELATIONSHIP_VALUE,\n",
" \"Vincula: 1 Corretor, N Contrato\": RELATIONSHIP_VALUE,\n",
"}\n",
"\n",
"AGG = {\n",
" \"Pertence\": 0.2,\n",
" \"DetemContrato\": 0.2,\n",
"}\n",
"\n",
"OTHERS = {\n",
" \"Clausula como entidade fraca\": 0.1,\n",
" \"Cardinalidade Desnecessária em Atributos\": -0.1,\n",
" \"Formato dos atributos\": -0.2,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Entidades </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ENTITIES, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Relacionamentos </b>\"))\n",
" create_floatitems(sumwidgets, widgets, RELATIONSHIPS, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Agregações </b>\"))\n",
" create_floatitems(sumwidgets, widgets, AGG, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Outros </b>\"))\n",
" create_floatitems(sumwidgets, widgets, OTHERS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)\n",
"\n",
"\n"
]
},
{
"attachments": {
"image.png": {
"image/png": 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"
}
},
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 3 (completa)\n",
"\n",
"![image.png](attachment:image.png)"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "489ab84d5dfd4c259119609bc7d73893",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='3.0', description='Total'), HTML(value='<b> Entidades </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"\n",
"ENTITY_VALUE = 0.3\n",
"ENTITIES = {\n",
" \"Imóvel (<b>RGI, Cidade, Estado</b>, Area, Valor) <br> Ao invés de Area, pode ser Frente, Fundos\": ENTITY_VALUE,\n",
" \"Proprietário (<b>CPF</b>, Nascimento, Endereco, QtdImoveis) <br> Pode ter nome (mesmo sem ter na questão)\": ENTITY_VALUE,\n",
" \"Inquilino (<b>CPF</b>, Nome, Endereco, Nascimento, Renda)\": ENTITY_VALUE,\n",
" \"Corretor (<b>CPF</b>, Nome, Nascimento, CRECI)\": ENTITY_VALUE,\n",
" \"Contrato (<b>Num</b>, Inicio, Fim, Valor)\": ENTITY_VALUE,\n",
" \"Cláusula (<b>Num</b>, Texto)\": ENTITY_VALUE,\n",
"}\n",
"\n",
"RELATIONSHIP_VALUE = 0.3\n",
"RELATIONSHIPS = {\n",
" \"Pertence: N Imóvel, N Proprietário\": RELATIONSHIP_VALUE,\n",
" \"Aluga: N Inquilino, N Imóvel, 1 Corretor\": RELATIONSHIP_VALUE,\n",
" \"Atende: 1 Corretor N Inquilino\": RELATIONSHIP_VALUE,\n",
" \"Inclui: 1 Contrato, N Clausula\": RELATIONSHIP_VALUE,\n",
"}\n",
"\n",
"OTHERS = {\n",
" \"Cardinalidade Desnecessária em Atributos\": -0.2,\n",
" \"Formato dos atributos\": -0.4,\n",
" \"Chaves\": -0.5,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Entidades </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ENTITIES, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Relacionamentos </b>\"))\n",
" create_floatitems(sumwidgets, widgets, RELATIONSHIPS, updatetotal)\n",
" widgets.append(ipywidgets.HTML(\"<b> Outros </b>\"))\n",
" create_floatitems(sumwidgets, widgets, OTHERS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 4(a)\n",
"\n",
"<b> π carnome, adatainicio, adatatermino, preco (Carro ⨝ Aluguel_Carro ⨝ Aluguel) </b>"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "a98970304a53485c90dbd549299907a1",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Projeção carnome, adatainicio, adatatermino, preco <br>(pode ter “adatatermino – adatainicio” para representar duração)\": ITEM_VALUE,\n",
" \"Carro\": ITEM_VALUE,\n",
" \"Junção Aluguel_Carro\": ITEM_VALUE,\n",
" \"Junção Aluguel\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 4(b)\n",
"\n",
"<b> π carnome ( σ carcategoria = ‘SUV’ (Carro) ⨝ (π carid (Carro) - π carid (Aluguel_Carro) ) ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5c63f2416bfe4ebdadcd488e6fc9692f",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Obter carros que nunca foram alugados <br> (projeção carid em Carro e Aluguel_Carro e subtração)\": ITEM_VALUE,\n",
" \"Junção Carro para “restaurar” atributos\": ITEM_VALUE,\n",
" \"Seleção de carcategoria = ‘SUV’\": ITEM_VALUE,\n",
" \"Projeção carnome\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Alternativa\n",
"\n",
"<b> π carnome ( σ aid = null ( σ carcategoria = ‘SUV’ (Carro) ⟕ Aluguel_Carro ) ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "db071391d38e4155adfebea4b81dbc77",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Obter carros que nunca foram alugados (seleção aid = null)\": ITEM_VALUE,\n",
" \"Junção externa a esquerda entre Carro e Aluguel_Carro\": ITEM_VALUE,\n",
" \"Seleção de carcategoria = ‘SUV’\": ITEM_VALUE,\n",
" \"Projeção carnome\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 4(c)\n",
"\n",
"<b> π apreco ( σ cnome = ‘Lucas’ (Cliente) ⨝ Aluguel ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "5dff5b42ad4e44a78ab4189751cca514",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Seleção cnome = ‘Lucas’\": ITEM_VALUE,\n",
" \"Cliente\": ITEM_VALUE,\n",
" \"Junção Aluguel\": ITEM_VALUE,\n",
" \"Projeção apreco\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 4(d)\n",
"\n",
"<b> π carnome ( σ carcategoria = ‘Esportivo (Carro) ⨝ Aluguel_Carro ⨝ Aluguel ⨝ σ cnome = ‘Pedro’ (Cliente) ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "e48c7a0a83184a88b65123bec70575ce",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Seleção carcategoria = ‘Esportivo’ de Carro\": ITEM_VALUE,\n",
" \"Junção Aluguel_Carro Junção Aluguel\": ITEM_VALUE,\n",
" \"Seleção cnome = ‘Pedro’ de Cliente\": ITEM_VALUE,\n",
" \"Projeção carnome\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Questão 4(e)\n",
"\n",
"<b> π cid, cnome ( Cliente ⨝ ( π cid (Cliente) - π cid (Aluguel) ) ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "15d3c51a78e744b8b403b1184080c595",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Projetar cid de Cliente e de Aluguel\": ITEM_VALUE,\n",
" \"Obter clientes que não fizeram aluguel usando subtração\": ITEM_VALUE,\n",
" \"“Restaurar” atributos de Cliente com a junção\": ITEM_VALUE,\n",
" \"Projetar cid, cnome\": ITEM_VALUE,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Alternativa\n",
"\n",
"<b> π cid, cnome ( σ aid = null ( Cliente ⟕ Aluguel ) ) </b>"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"data": {
"application/vnd.jupyter.widget-view+json": {
"model_id": "0ed9f50f141b42cd950c3b35e2d4c170",
"version_major": 2,
"version_minor": 0
},
"text/plain": [
"VBox(children=(Text(value='0.4', description='Total'), HTML(value='<b> Critérios </b>'), HBox(children=(IntSli…"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"ITEM_VALUE = 0.1\n",
"ITEMS = {\n",
" \"Obter clientes que nunca fizeram aluguel (seleção aid = null)\": ITEM_VALUE,\n",
" \"Junção externa a esquerda entre Cliente e Aluguel\": ITEM_VALUE,\n",
" \"Projeção cid, cnome\": 0.2,\n",
"}\n",
"\n",
"with prepare_form() as (sumwidgets, widgets, updatetotal):\n",
" widgets.append(ipywidgets.HTML(\"<b> Critérios </b>\"))\n",
" create_floatitems(sumwidgets, widgets, ITEMS, updatetotal)\n",
"\n",
"ipywidgets.VBox(widgets)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.7.4"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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