NEW: adds support for ResultCollection

q2_mystery_stew/generators/__init__.py

@@ -10,9 +10,10 @@
                         primitive_union_params)
 from .metadata import metadata_params
 from .artifacts import artifact_params
-from .collections import list_paramgen, set_paramgen
+from .collections import list_paramgen, collection_paramgen
 from .actions import (generate_single_type_methods,
-                      generate_multiple_output_methods)
+                      generate_multiple_output_methods,
+                      generate_output_collection_methods)
 from .base import ParamTemplate, ActionTemplate, ParamSpec, Invocation
 
 BASIC_GENERATORS = {
@@ -24,7 +25,8 @@
     'strings': string_params,
     'primitive_unions': primitive_union_params,
 }
-FILTERS = {*BASIC_GENERATORS.keys(), 'collections', 'typemaps', 'outputs'}
+FILTERS = {*BASIC_GENERATORS.keys(), 'collections', 'typemaps', 'outputs',
+           'output_collections'}
 
 from .typemaps import generate_typemap_methods  # noqa: E402
 
@@ -38,23 +40,24 @@ def should_add(filter_):
 
     add_collections = should_add('collections')
     lists = []
-    sets = []
+    collections = []
     for key, generator in BASIC_GENERATORS.items():
         if should_add(key):
             selected_generators.append(generator())
             if add_collections and key != 'metadata':
                 lists.append(list_paramgen(generator()))
-                sets.append(set_paramgen(generator()))
+                collections.append(collection_paramgen(generator()))
 
     selected_generators.extend(lists)
-    selected_generators.extend(sets)
+    selected_generators.extend(collections)
 
     return selected_generators
 
 
 __all__ = ['int_params', 'float_params', 'string_params', 'bool_params',
            'primitive_union_params', 'metadata_params', 'artifact_params',
-           'list_paramgen', 'set_paramgen', 'generate_single_type_methods',
-           'generate_multiple_output_methods', 'generate_typemap_methods',
+           'list_paramgen', 'collection_paramgen',
+           'generate_single_type_methods', 'generate_multiple_output_methods',
+           'generate_output_collection_methods', 'generate_typemap_methods',
            'BASIC_GENERATORS', 'FILTERS', 'get_param_generators',
            'ParamTemplate', 'ParamSpec', 'ActionTemplate', 'Invocation']

q2_mystery_stew/generators/actions.py

@@ -8,6 +8,7 @@
 
 from collections import deque
 
+from qiime2.core.type import Collection
 from qiime2.sdk.util import is_metadata_type, is_semantic_type
 
 from q2_mystery_stew.type import EchoOutput
@@ -71,3 +72,28 @@ def generate_multiple_output_methods():
                              parameter_specs={},
                              registered_outputs=qiime_outputs,
                              invocation_domain=[Invocation({}, qiime_outputs)])
+
+
+def generate_output_collection_methods():
+    action_id = 'collection_only'
+    qiime_outputs = [('output', Collection[EchoOutput])]
+    yield ActionTemplate(action_id=action_id,
+                         parameter_specs={},
+                         registered_outputs=qiime_outputs,
+                         invocation_domain=[Invocation({}, qiime_outputs)])
+
+    action_id = 'collection_first'
+    qiime_outputs = [('output_collection', Collection[EchoOutput]),
+                     ('output', EchoOutput)]
+    yield ActionTemplate(action_id=action_id,
+                         parameter_specs={},
+                         registered_outputs=qiime_outputs,
+                         invocation_domain=[Invocation({}, qiime_outputs)])
+
+    action_id = 'collection_second'
+    qiime_outputs = [('output', EchoOutput),
+                     ('output_collection', Collection[EchoOutput])]
+    yield ActionTemplate(action_id=action_id,
+                         parameter_specs={},
+                         registered_outputs=qiime_outputs,
+                         invocation_domain=[Invocation({}, qiime_outputs)])

q2_mystery_stew/generators/collections.py

@@ -8,8 +8,8 @@
 
 import itertools
 
-
-from qiime2.plugin import List, Set
+from qiime2.plugin import List, Collection
+from qiime2.core.type.util import is_semantic_type
 
 from q2_mystery_stew.generators.base import ParamTemplate
 
@@ -30,22 +30,33 @@ def underpowered_set(iterable):
 def list_paramgen(generator):
     def make_list():
         for param in generator:
+            if is_semantic_type(param.qiime_type):
+                view_type = param.view_type
+            else:
+                view_type = list
+
             yield ParamTemplate(
                 param.base_name + "_list",
                 List[param.qiime_type],
-                param.view_type,
+                view_type,
                 tuple(list(x) for x in underpowered_set(param.domain)))
     make_list.__name__ = 'list_' + generator.__name__
     return make_list()
 
 
-def set_paramgen(generator):
-    def make_set():
+def collection_paramgen(generator):
+    def make_collection():
         for param in generator:
+            if is_semantic_type(param.qiime_type):
+                view_type = param.view_type
+            else:
+                view_type = dict
+
             yield ParamTemplate(
-                param.base_name + "_set",
-                Set[param.qiime_type],
-                param.view_type,
-                tuple(set(x) for x in underpowered_set(param.domain)))
-    make_set.__name__ = 'set_' + generator.__name__
-    return make_set()
+                param.base_name + "_collection",
+                Collection[param.qiime_type],
+                view_type,
+                tuple({str(k): v for k, v in enumerate(x)}
+                      for x in underpowered_set(param.domain)))
+    make_collection.__name__ = 'collection_' + generator.__name__
+    return make_collection()

q2_mystery_stew/generators/typemaps.py

@@ -26,7 +26,8 @@
 from q2_mystery_stew.generators.artifacts import (
     single_int1_1, single_int1_2, single_int2_1, single_int2_2, wrapped_int1_1,
     wrapped_int1_2, wrapped_int2_1, wrapped_int2_2)
-from q2_mystery_stew.generators.collections import list_paramgen, set_paramgen
+from q2_mystery_stew.generators.collections import (list_paramgen,
+                                                    collection_paramgen)
 
 OUTPUT_STATES = [EchoOutputBranch1, EchoOutputBranch2, EchoOutputBranch3]
 
@@ -65,7 +66,8 @@ def should_add(filter_):
         yield from generate_the_matrix(
             'typemap_lists', [list_paramgen(x()) for x in selected_types])
         yield from generate_the_matrix(
-            'typemap_sets', [set_paramgen(x()) for x in selected_types])
+            'typemap_collections', [collection_paramgen(x())
+                                    for x in selected_types])
 
 
 def _to_action(factory):

q2_mystery_stew/plugin_setup.py

@@ -23,7 +23,8 @@
 from q2_mystery_stew.template import get_disguised_echo_function
 from q2_mystery_stew.generators import (
         get_param_generators, generate_single_type_methods,
-        generate_multiple_output_methods, generate_typemap_methods, FILTERS)
+        generate_multiple_output_methods, generate_typemap_methods,
+        generate_output_collection_methods, FILTERS)
 from q2_mystery_stew.transformers import (
     to_single_int_format, transform_from_metatadata, transform_to_metadata)
 
@@ -61,6 +62,10 @@ def create_plugin(**filters):
         for action_template in generate_typemap_methods(filters):
             register_test_method(plugin, action_template)
 
+    if not filters or filters.get('output_collections', False):
+        for action_template in generate_output_collection_methods():
+            register_test_method(plugin, action_template)
+
     return plugin
 
 
@@ -110,7 +115,7 @@ def register_test_method(plugin, action_template):
 
     function = get_disguised_echo_function(id=action_template.action_id,
                                            python_parameters=python_parameters,
-                                           num_outputs=len(qiime_outputs))
+                                           qiime_outputs=qiime_outputs)
     usage_examples = {}
     for idx, invocation in enumerate(action_template.invocation_domain):
         usage_examples[f'example_{idx}'] = UsageInstantiator(

q2_mystery_stew/template.py

@@ -13,8 +13,12 @@
 
 from q2_mystery_stew.format import SingleIntFormat, EchoOutputFmt
 
+OUTPUT_COLLECTION_SIZE = 2
+OUTPUT_COLLECTION_START = 42
+OUTPUT_COLLECTION_END = OUTPUT_COLLECTION_START + OUTPUT_COLLECTION_SIZE
 
-def get_disguised_echo_function(id, python_parameters, num_outputs):
+
+def get_disguised_echo_function(id, python_parameters, qiime_outputs):
     TEMPLATES = [
         _function_template_1output,
         _function_template_2output,
@@ -23,8 +27,24 @@ def get_disguised_echo_function(id, python_parameters, num_outputs):
         _function_template_5output,
     ]
 
-    function = TEMPLATES[num_outputs - 1]
-    disguise_echo_function(function, id, python_parameters, num_outputs)
+    # If the first output is a Collection we check how many outputs we have
+    if str(qiime_outputs[0][1]) == 'Collection[EchoOutput]':
+        # If we only have the collection we use this template
+        if len(qiime_outputs) == 1:
+            function = _function_template_collection_only
+        # Otherwise, the collection is first of several, so we use this one
+        else:
+            function = _function_template_collection_first
+    # Now we need to check if the second argument is a collection, only the
+    # first or second ever will be
+    elif len(qiime_outputs) > 1 \
+            and str(qiime_outputs[1][1]) == 'Collection[EchoOutput]':
+        function = _function_template_collection_second
+    # In all other cases, we do not need a collection output template
+    else:
+        function = TEMPLATES[len(qiime_outputs) - 1]
+
+    disguise_echo_function(function, id, python_parameters, len(qiime_outputs))
 
     return function
 
@@ -55,41 +75,77 @@ def argument_to_line(name, arg):
                           qiime2.NumericMetadataColumn)):
         value = arg.to_series().to_json()
 
-    # We need a list so we can jsonize it (cannot jsonize sets)
-    sort = False
-    if type(arg) is list or type(arg) is set:
+    if type(arg) is list:
         temp = []
         for i in value:
-            # If we are given a set of artifacts it will be turned into a list
-            # by the framework, so we need to be ready to accept a list
             if isinstance(i, SingleIntFormat):
                 temp.append(i.get_int())
                 expected_type = 'list'
-                sort = True
             else:
                 temp.append(i)
-        # If we turned a set into a list for json purposes, we need to sort it
-        # to ensure it is always in the same order
-        if type(arg) is set or sort:
-            value = sorted(temp, key=repr)
         else:
             value = temp
+    elif type(arg) is qiime2.ResultCollection or type(arg) is dict:
+        temp = {}
+        for k, v in value.items():
+            if isinstance(v, SingleIntFormat):
+                temp[k] = v.get_int()
+                expected_type = 'dict'
+            else:
+                temp[k] = v
+
+        value = temp
 
     return json.dumps([name, value, expected_type]) + '\n'
 
 
-def _echo_outputs(kwargs, num_outputs):
-    output = EchoOutputFmt()
-    with output.open() as fh:
+def _echo_outputs(kwargs, num_outputs, collection_idx=None):
+    outputs = []
+
+    if collection_idx == 0:
+        output = _echo_collection(kwargs=kwargs, idx=0)
+    else:
+        output = _echo_single(kwargs=kwargs, idx=0)
+
+    outputs.append(output)
+
+    # We already handled the 1st output above
+    for idx in range(1, num_outputs):
+        if idx == collection_idx:
+            output = _echo_collection(idx=idx)
+        else:
+            output = _echo_single(idx=idx)
+
+        outputs.append(output)
+
+    return tuple(outputs)
+
+
+def _echo_collection(kwargs=None, idx=None):
+    outputs = {}
+
+    if kwargs:
         for name, arg in kwargs.items():
-            fh.write(argument_to_line(name, arg))
+            outputs[name] = _echo_single(kwargs={name: arg})
+    else:
+        for i in range(OUTPUT_COLLECTION_START, OUTPUT_COLLECTION_END):
+            # Elements within a collection have a dual index, the index of the
+            # entire output followed by the index of the element within the
+            # collection
+            outputs[i] = _echo_single(idx=f'{idx}: {i}')
+
+    return outputs
 
-    if num_outputs > 1:
-        output = (output, *map(lambda x: EchoOutputFmt(),
-                               range(1, num_outputs)))
-        for idx, fmt in enumerate(output[1:], 2):
-            with fmt.open() as fh:
-                fh.write(str(idx))
+
+def _echo_single(kwargs=None, idx=None):
+    output = EchoOutputFmt()
+
+    with output.open() as fh:
+        if kwargs:
+            for name, arg in kwargs.items():
+                fh.write(argument_to_line(name, arg))
+        else:
+            fh.write(str(idx))
 
     return output
 
@@ -112,3 +168,15 @@ def _function_template_4output(**kwargs):
 
 def _function_template_5output(**kwargs):
     return _echo_outputs(kwargs, 5)
+
+
+def _function_template_collection_only(**kwargs):
+    return _echo_outputs(kwargs, 1, 0)
+
+
+def _function_template_collection_first(**kwargs):
+    return _echo_outputs(kwargs, 2, 0)
+
+
+def _function_template_collection_second(**kwargs):
+    return _echo_outputs(kwargs, 2, 1)