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0.1.0
The PostgreSQL data layer for Ash Framework
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Files
lib/ash_postgres.ex
defmodule AshPostgres do
@using_opts_schema [
repo: [
type: :atom,
required: true,
doc:
"The repo that will be used to fetch your data. See the `Ecto.Repo` documentation for more"
],
table: [
type: :string,
doc: "The name of the database table backing the resource"
]
]
alias Ash.Filter.{And, Eq, In, NotEq, NotIn, Or}
alias AshPostgres.Predicates.Trigram
@moduledoc """
A postgres data layer that levereges Ecto's postgres tools.
To use it, add `use AshPostgres, repo: MyRepo` to your resource, after `use Ash.Resource`
#{NimbleOptions.docs(@using_opts_schema)}
"""
@behaviour Ash.DataLayer
defmacro __using__(opts) do
quote bind_quoted: [opts: opts] do
opts = AshPostgres.validate_using_opts(__MODULE__, opts)
@data_layer AshPostgres
@repo opts[:repo]
@table opts[:table]
def repo() do
@repo
end
def postgres_table() do
@table || @name
end
end
end
def validate_using_opts(mod, opts) do
case NimbleOptions.validate(opts, @using_opts_schema) do
{:ok, opts} ->
opts
{:error, [{key, message} | _]} ->
raise Ash.Error.ResourceDslError,
resource: mod,
using: __MODULE__,
option: key,
message: message
end
end
def postgres_repo?(repo) do
repo.__adapter__() == Ecto.Adapters.Postgres
end
def repo(resource) do
resource.repo()
end
@impl true
def custom_filters(resource) do
config = repo(resource).config()
add_pg_trgm_search(%{}, config)
end
defp add_pg_trgm_search(filters, config) do
if "pg_trgm" in config[:installed_extensions] do
Map.update(filters, :string, [{:trigram, AshPostgres.Predicates.Trigram}], fn filters ->
[{:trigram, AshPostgres.Predicates.Trigram} | filters]
end)
else
filters
end
end
import Ecto.Query, only: [from: 2]
@impl true
def can?(_, capability), do: can?(capability)
def can?(:query_async), do: true
def can?(:transact), do: true
def can?(:composite_primary_key), do: true
def can?(:upsert), do: true
def can?({:filter, :in}), do: true
def can?({:filter, :not_in}), do: true
def can?({:filter, :not_eq}), do: true
def can?({:filter, :eq}), do: true
def can?({:filter, :and}), do: true
def can?({:filter, :or}), do: true
def can?({:filter, :not}), do: true
def can?({:filter, :trigram}), do: true
def can?({:filter_related, _}), do: true
def can?(_), do: false
@impl true
def limit(query, nil, _), do: {:ok, query}
def limit(query, limit, _resource) do
{:ok, from(row in query, limit: ^limit)}
end
@impl true
def offset(query, nil, _), do: query
def offset(query, offset, _resource) do
{:ok, from(row in query, offset: ^offset)}
end
@impl true
def run_query(%{__impossible__: true}, _) do
{:ok, []}
end
@impl true
def run_query(query, resource) do
{:ok, repo(resource).all(query)}
end
@impl true
def resource_to_query(resource),
do: Ecto.Queryable.to_query({resource.postgres_table(), resource})
@impl true
def create(resource, changeset) do
changeset =
Map.update!(changeset, :action, fn
:create -> :insert
action -> action
end)
changeset =
Map.update!(changeset, :data, fn data ->
Map.update!(data, :__meta__, &Map.put(&1, :source, resource.postgres_table()))
end)
repo(resource).insert(changeset)
rescue
e ->
{:error, e}
end
@impl true
def upsert(resource, changeset) do
changeset =
Map.update!(changeset, :action, fn
:create -> :insert
action -> action
end)
changeset =
Map.update!(changeset, :data, fn data ->
Map.update!(data, :__meta__, &Map.put(&1, :source, resource.postgres_table()))
end)
repo(resource).insert(changeset,
on_conflict: :replace_all,
conflict_target: Ash.primary_key(resource)
)
rescue
e ->
{:error, e}
end
@impl true
def update(resource, changeset) do
repo(resource).update(changeset)
rescue
e ->
{:error, e}
end
@impl true
def destroy(%resource{} = record) do
case repo(resource).delete(record) do
{:ok, _record} -> :ok
{:error, error} -> {:error, error}
end
rescue
e ->
{:error, e}
end
@impl true
def sort(query, sort, _resource) do
{:ok,
from(row in query,
order_by: ^sanitize_sort(sort)
)}
end
defp sanitize_sort(sort) do
sort
|> List.wrap()
|> Enum.map(fn
{sort, order} -> {order, sort}
sort -> sort
end)
end
# TODO: I have learned from experience that no single approach here
# will be a one-size-fits-all. We need to either use complexity metrics,
# hints from the interface, or some other heuristic to do our best to
# make queries perform well. For now, I'm just choosing the most naive approach
# possible: left join to relationships that appear in `or` conditions, inner
# join to conditions that are constant the query (dont do this yet, but it will be a good optimization)
# Realistically, in my experience, joins don't actually scale very well, especially
# when calculated attributes are added.
@impl true
def filter(query, filter, _resource) do
new_query =
query
|> Map.put(:bindings, %{})
|> join_all_relationships(filter)
|> add_filter_expression(filter)
impossible_query =
if filter.impossible? do
Map.put(new_query, :__impossible__, true)
else
new_query
end
{:ok, impossible_query}
end
defp join_all_relationships(query, filter, path \\ []) do
query =
Map.put_new(query, :__ash_bindings__, %{current: Enum.count(query.joins) + 1, bindings: %{}})
Enum.reduce(filter.relationships, query, fn {name, relationship_filter}, query ->
# TODO: This can be smarter. If the same relationship exists in all `ors`,
# we can inner join it, (unless the filter is only for fields being null)
join_type = :left
case {join_type, relationship_filter} do
{:left, %{impossible?: true}} ->
query
# {:inner, %{impossible?: true}} ->
# from(row in query, where: false)
{join_type, relationship_filter} ->
relationship = Ash.relationship(filter.resource, name)
current_path = [relationship | path]
joined_query = join_relationship(query, current_path, join_type)
joined_query_with_distinct =
if relationship.cardinality == :many and join_type == :left && !joined_query.distinct do
from(row in joined_query,
distinct: ^Ash.primary_key(filter.resource)
)
else
joined_query
end
join_all_relationships(joined_query_with_distinct, relationship_filter, current_path)
end
end)
end
defp join_relationship(query, path, join_type) do
path_names = Enum.map(path, & &1.name)
case Map.get(query.__ash_bindings__.bindings, path_names) do
%{type: existing_join_type} when join_type != existing_join_type ->
raise "unreachable?"
nil ->
do_join_relationship(query, path, join_type)
_ ->
query
end
end
defp do_join_relationship(query, relationships, kind, path \\ [])
defp do_join_relationship(_, [], _, _), do: nil
defp do_join_relationship(query, [%{type: :many_to_many} = relationship | rest], :inner, path) do
relationship_through = maybe_get_resource_query(relationship.through)
relationship_destination =
do_join_relationship(query, rest, :inner, [relationship.name | path]) ||
Ecto.Queryable.to_query(maybe_get_resource_query(relationship.destination))
new_query =
from(row in query,
join: through in ^relationship_through,
on:
field(row, ^relationship.source_field) ==
field(through, ^relationship.source_field_on_join_table),
join: destination in ^relationship_destination,
on:
field(destination, ^relationship.destination_field) ==
field(through, ^relationship.destination_field_on_join_table)
)
join_path =
Enum.reverse([String.to_existing_atom(to_string(relationship.name) <> "_join_assoc") | path])
full_path = Enum.reverse([relationship.name | path])
new_query
|> add_binding(join_path, :inner)
|> add_binding(full_path, :inner)
|> merge_bindings(relationship_destination)
end
defp do_join_relationship(query, [relationship | rest], :inner, path) do
relationship_destination =
do_join_relationship(query, rest, :inner, [relationship.name | path]) ||
Ecto.Queryable.to_query(maybe_get_resource_query(relationship.destination))
new_query =
from(row in query,
join: destination in ^relationship_destination,
on:
field(row, ^relationship.source_field) ==
field(destination, ^relationship.destination_field)
)
new_query
|> add_binding(Enum.reverse([relationship.name | path]), :inner)
|> merge_bindings(relationship_destination)
end
defp do_join_relationship(query, [%{type: :many_to_many} = relationship | rest], :left, path) do
relationship_through = maybe_get_resource_query(relationship.through)
relationship_destination =
do_join_relationship(query, rest, :inner, [relationship.name | path]) ||
Ecto.Queryable.to_query(maybe_get_resource_query(relationship.destination))
new_query =
from(row in query,
left_join: through in ^relationship_through,
on:
field(row, ^relationship.source_field) ==
field(through, ^relationship.source_field_on_join_table),
left_join: destination in ^relationship_destination,
on:
field(destination, ^relationship.destination_field) ==
field(through, ^relationship.destination_field_on_join_table)
)
join_path =
Enum.reverse([String.to_existing_atom(to_string(relationship.name) <> "_join_assoc") | path])
full_path = Enum.reverse([relationship.name | path])
new_query
|> add_binding(join_path, :left)
|> add_binding(full_path, :left)
|> merge_bindings(relationship_destination)
end
defp do_join_relationship(query, [relationship | rest], :left, path) do
relationship_destination =
do_join_relationship(query, rest, :inner, [relationship.name | path]) ||
Ecto.Queryable.to_query(maybe_get_resource_query(relationship.destination))
new_query =
from(row in query,
left_join: destination in ^relationship_destination,
on:
field(row, ^relationship.source_field) ==
field(destination, ^relationship.destination_field)
)
new_query
|> add_binding(Enum.reverse([relationship.name | path]), :left)
|> merge_bindings(relationship_destination)
end
defp add_filter_expression(query, filter) do
{params, expr} = filter_to_expr(filter, query.__ash_bindings__.bindings, [])
if expr do
boolean_expr = %Ecto.Query.BooleanExpr{
expr: expr,
op: :and,
params: params
}
%{query | wheres: [boolean_expr | query.wheres]}
else
query
end
end
defp join_exprs(nil, nil, _op), do: nil
defp join_exprs(expr, nil, _op), do: expr
defp join_exprs(nil, expr, _op), do: expr
defp join_exprs(left_expr, right_expr, op), do: {op, [], [left_expr, right_expr]}
defp filter_to_expr(filter, bindings, params, current_binding \\ 0, path \\ [])
# A completely empty filter means "everything"
defp filter_to_expr(%{impossible?: true}, _, _, _, _), do: {[], false}
defp filter_to_expr(
%{ands: [], ors: [], not: nil, attributes: attrs, relationships: rels},
_,
_,
_,
_
)
when attrs == %{} and rels == %{} do
{[], true}
end
defp filter_to_expr(filter, bindings, params, current_binding, path) do
{params, expr} =
Enum.reduce(filter.attributes, {params, nil}, fn {attribute, filter},
{params, existing_expr} ->
{params, new_expr} = filter_value_to_expr(attribute, filter, current_binding, params)
{params, join_exprs(existing_expr, new_expr, :and)}
end)
{params, expr} =
Enum.reduce(filter.relationships, {params, expr}, fn {relationship, relationship_filter},
{params, existing_expr} ->
full_path = path ++ [relationship]
binding =
Map.get(bindings, full_path) ||
raise "unbound relationship #{inspect(full_path)} referenced! #{inspect(bindings)}"
{params, new_expr} =
filter_to_expr(relationship_filter, bindings, params, binding.binding, full_path)
{params, join_exprs(new_expr, existing_expr, :and)}
end)
{params, expr} =
Enum.reduce(filter.ors, {params, expr}, fn or_filter, {params, existing_expr} ->
{params, new_expr} = filter_to_expr(or_filter, bindings, params, current_binding, path)
{params, join_exprs(existing_expr, new_expr, :or)}
end)
{params, expr} =
case filter.not do
nil ->
{params, expr}
not_filter ->
{params, new_expr} = filter_to_expr(not_filter, bindings, params, current_binding, path)
{params, join_exprs(expr, {:not, [], [new_expr]}, :and)}
end
{params, expr} =
Enum.reduce(filter.ands, {params, expr}, fn and_filter, {params, existing_expr} ->
{params, new_expr} = filter_to_expr(and_filter, bindings, params, current_binding, path)
{params, join_exprs(existing_expr, new_expr, :and)}
end)
if expr do
{params, expr}
else
# A filter that was not empty, but didn't generate an expr for some reason, should default to `false`
# AFAIK this shouldn't actually be possible
{params, false}
end
end
# THe fact that we keep counting params here is very silly.
defp filter_value_to_expr(attribute, %Eq{value: value}, current_binding, params) do
{params ++ [{value, {current_binding, attribute}}],
{:==, [],
[
{{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
{:^, [], [Enum.count(params)]}
]}}
end
defp filter_value_to_expr(attribute, %NotEq{value: value}, current_binding, params) do
{params ++ [{value, {current_binding, attribute}}],
{:==, [],
[
{{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
{:^, [], [Enum.count(params)]}
]}}
end
defp filter_value_to_expr(attribute, %In{values: values}, current_binding, params) do
{params ++ [{values, {:in, {current_binding, attribute}}}],
{:in, [],
[
{{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
{:^, [], [Enum.count(params)]}
]}}
end
defp filter_value_to_expr(
attribute,
%NotIn{values: values},
current_binding,
params
) do
{params ++ [{values, {:in, {current_binding, attribute}}}],
{:not,
{:in, [],
[
{{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
{:^, [], [Enum.count(params)]}
]}}}
end
defp filter_value_to_expr(
attribute,
%Trigram{} = trigram,
current_binding,
params
) do
param_count = Enum.count(params)
case trigram do
%{equals: equals, greater_than: nil, less_than: nil, text: text} ->
{params ++ [{text, {current_binding, attribute}}, {equals, :float}],
{:fragment, [],
[
raw: "similarity(",
expr: {{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
raw: ", ",
expr: {:^, [], [param_count]},
raw: ") = ",
expr: {:^, [], [param_count + 1]},
raw: ""
]}}
%{equals: nil, greater_than: greater_than, less_than: nil, text: text} ->
{params ++ [{text, {current_binding, attribute}}, {greater_than, :float}],
{:fragment, [],
[
raw: "similarity(",
expr: {{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
raw: ", ",
expr: {:^, [], [param_count]},
raw: ") > ",
expr: {:^, [], [param_count + 1]},
raw: ""
]}}
%{equals: nil, greater_than: nil, less_than: less_than, text: text} ->
{params ++ [{text, {current_binding, attribute}}, {less_than, :float}],
{:fragment, [],
[
raw: "similarity(",
expr: {{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
raw: ", ",
expr: {:^, [], [param_count]},
raw: ") < ",
expr: {:^, [], [param_count + 1]},
raw: ""
]}}
%{equals: nil, greater_than: greater_than, less_than: less_than, text: text} ->
{params ++
[{text, {current_binding, attribute}}, {less_than, :float}, {greater_than, :float}],
{:fragment, [],
[
raw: "similarity(",
expr: {{:., [], [{:&, [], [current_binding]}, attribute]}, [], []},
raw: ", ",
expr: {:^, [], [param_count]},
raw: ") BETWEEN ",
expr: {:^, [], [param_count + 1]},
raw: " AND ",
expr: {:^, [], [param_count + 2]},
raw: ""
]}}
end
end
defp filter_value_to_expr(
attribute,
%And{left: left, right: right},
current_binding,
params
) do
{params, left_expr} = filter_value_to_expr(attribute, left, current_binding, params)
{params, right_expr} = filter_value_to_expr(attribute, right, current_binding, params)
{params, join_exprs(left_expr, right_expr, :and)}
end
defp filter_value_to_expr(
attribute,
%Or{left: left, right: right},
current_binding,
params
) do
{params, left_expr} = filter_value_to_expr(attribute, left, current_binding, params)
{params, right_expr} = filter_value_to_expr(attribute, right, current_binding, params)
{params, join_exprs(left_expr, right_expr, :or)}
end
defp merge_bindings(query, %{__ash_bindings__: ash_bindings}) do
ash_bindings
|> Map.get(:bindings)
|> Enum.reduce(query, fn {path, data}, query ->
add_binding(query, path, data)
end)
end
defp merge_bindings(query, _) do
query
end
defp add_binding(query, path, type) do
current = query.__ash_bindings__.current
bindings = query.__ash_bindings__.bindings
new_ash_bindings = %{
query.__ash_bindings__
| bindings: do_add_binding(bindings, path, current, type),
current: current + 1
}
%{query | __ash_bindings__: new_ash_bindings}
end
defp do_add_binding(bindings, path, current, type) do
Map.put(bindings, path, %{binding: current, type: type})
end
@impl true
def can_query_async?(resource) do
repo(resource).in_transaction?()
end
@impl true
def transaction(resource, func) do
repo(resource).transaction(func)
end
defp maybe_get_resource_query(resource) do
if Ash.resource_module?(resource) do
{resource.postgres_table(), resource}
else
resource
end
end
end