def results(self) -> dict:
        results = []
        # filter the transactions by category
        if self.category in ("recipient_parent_duns", ):
            results = self.parent_recipient()
        elif self.category in ("federal_account"):
            results = self.federal_account()

        page_metadata = get_simple_pagination_metadata(len(results),
                                                       self.limit, self.page)

        response = {
            "category":
            self.category,
            "limit":
            self.limit,
            "page_metadata":
            page_metadata,
            # alias_response is a workaround for tests instead of applying any aliases in the querysets
            "results":
            results[:self.limit],
            "messages":
            get_generic_filters_message(
                self.original_filters.keys(),
                [elem["name"] for elem in AWARD_FILTER]),
        }
        return response
Exemple #2
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    def post(self, request):

        models = [
            {'name': 'fields', 'key': 'fields', 'type': 'array', 'array_type': 'text',
             'text_type': 'search', 'optional': False},
        ]
        models.extend(copy.deepcopy(AWARD_FILTER))
        models.extend(copy.deepcopy(PAGINATION))
        for m in models:
            if m['name'] in ('keywords', 'award_type_codes', 'sort'):
                m['optional'] = False
        validated_payload = TinyShield(models).block(request.data)

        if validated_payload['sort'] not in validated_payload['fields']:
            raise InvalidParameterException("Sort value not found in fields: {}".format(validated_payload['sort']))

        lower_limit = (validated_payload['page'] - 1) * validated_payload['limit']
        success, response, total = search_transactions(validated_payload, lower_limit, validated_payload['limit'] + 1)
        if not success:
            raise InvalidParameterException(response)

        metadata = get_simple_pagination_metadata(len(response), validated_payload['limit'], validated_payload['page'])

        results = []
        for transaction in response[:validated_payload['limit']]:
            results.append(transaction)

        response = {
            'limit': validated_payload['limit'],
            'results': results,
            'page_metadata': metadata
        }
        return Response(response)
    def post(self, request):

        models = [
            {
                'name': 'fields',
                'key': 'fields',
                'type': 'array',
                'array_type': 'text',
                'text_type': 'search',
                'optional': False
            },
        ]
        models.extend(copy.deepcopy(AWARD_FILTER))
        models.extend(copy.deepcopy(PAGINATION))
        for m in models:
            if m['name'] in ('keywords', 'award_type_codes', 'sort'):
                m['optional'] = False
        validated_payload = TinyShield(models).block(request.data)

        if validated_payload['sort'] not in validated_payload['fields']:
            raise InvalidParameterException(
                "Sort value not found in fields: {}".format(
                    validated_payload['sort']))

        if "filters" in validated_payload and "no intersection" in validated_payload[
                "filters"]["award_type_codes"]:
            # "Special case": there will never be results when the website provides this value
            return Response({
                "limit": validated_payload["limit"],
                "results": [],
                "page_metadata": {
                    "page": validated_payload["page"],
                    "next": None,
                    "previous": None,
                    "hasNext": False,
                    "hasPrevious": False,
                },
            })

        lower_limit = (validated_payload['page'] -
                       1) * validated_payload['limit']
        success, response, total = search_transactions(
            validated_payload, lower_limit, validated_payload['limit'] + 1)
        if not success:
            raise InvalidParameterException(response)

        metadata = get_simple_pagination_metadata(len(response),
                                                  validated_payload['limit'],
                                                  validated_payload['page'])

        results = []
        for transaction in response[:validated_payload['limit']]:
            results.append(transaction)

        response = {
            'limit': validated_payload['limit'],
            'results': results,
            'page_metadata': metadata
        }
        return Response(response)
    def perform_search(self, validated_payload: dict, original_filters: dict) -> dict:

        self.filters = validated_payload.get("filters", {})
        self.subawards = validated_payload["subawards"]
        self.pagination = self._get_pagination(validated_payload)

        if self.subawards:
            base_queryset = subaward_filter(self.filters)
            self.obligation_column = "amount"
            results = self.query_django_for_subawards(base_queryset)
        else:
            filter_query = QueryWithFilters.generate_transactions_elasticsearch_query(self.filters)
            results = self.query_elasticsearch_for_prime_awards(filter_query)

        page_metadata = get_simple_pagination_metadata(len(results), self.pagination.limit, self.pagination.page)

        response = {
            "category": self.category.name,
            "limit": self.pagination.limit,
            "page_metadata": page_metadata,
            "results": results[: self.pagination.limit],
            "messages": self._get_messages(original_filters),
        }

        return response
Exemple #5
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    def results(self) -> dict:
        results = []
        # filter the transactions by category
        if self.category in ("awarding_agency", "awarding_subagency"):
            results = self.awarding_agency()
        elif self.category in ("funding_agency", "funding_subagency"):
            results = self.funding_agency()
        elif self.category in ("recipient_duns", "recipient_parent_duns"):
            results = self.recipient()
        elif self.category in ("cfda", "psc", "naics"):
            results = self.industry_and_other_codes()
        elif self.category in ("county", "district", "state_territory", "country"):
            results = self.location()
        elif self.category in ("federal_account"):
            results = self.federal_account()

        page_metadata = get_simple_pagination_metadata(len(results), self.limit, self.page)

        response = {
            "category": self.category,
            "limit": self.limit,
            "page_metadata": page_metadata,
            # alias_response is a workaround for tests instead of applying any aliases in the querysets
            "results": results[: self.limit],
        }
        return response
    def build_elasticsearch_result(self, request, response) -> dict:
        results = []
        for res in response:
            hit = res.to_dict()
            # Parsing API response values from ES query result JSON
            # We parse the `hit` (result from elasticsearch) to get the award type, use the type to determine
            # which lookup dict to use, and then use that lookup to retrieve the correct value requested from `fields`
            row = {}
            for field in request["fields"]:
                row[field] = hit.get(TRANSACTIONS_SOURCE_LOOKUP[field])
            row["generated_internal_id"] = hit["generated_unique_award_id"]
            row["internal_id"] = hit["award_id"]

            results.append(row)

        metadata = get_simple_pagination_metadata(len(response),
                                                  request["limit"],
                                                  request["page"])

        return {
            "limit":
            request["limit"],
            "results":
            results[:request["limit"]],
            "page_metadata":
            metadata,
            "messages": [
                get_generic_filters_message(
                    request["filters"].keys(),
                    [elem["name"] for elem in AWARD_FILTER_NO_RECIPIENT_ID])
            ],
        }
    def results(self) -> dict:
        results = []
        # filter the transactions by category
        if self.category in ('awarding_agency', 'awarding_subagency'):
            results = self.awarding_agency()
        elif self.category in ('funding_agency', 'funding_subagency'):
            results = self.funding_agency()
        elif self.category in ('recipient_duns', 'recipient_parent_duns'):
            results = self.recipient()
        elif self.category in ('cfda', 'psc', 'naics'):
            results = self.industry_and_other_codes()
        elif self.category in ('county', 'district'):
            results = self.location()

        page_metadata = get_simple_pagination_metadata(len(results),
                                                       self.limit, self.page)

        response = {
            'category': self.category,
            'limit': self.limit,
            'page_metadata': page_metadata,
            # alias_response is a workaround for tests instead of applying any aliases in the querysets
            'results': results[:self.limit],
        }
        return response
Exemple #8
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    def post(self, request, format=None):
        """ Return all high-level Federal Account information """
        request_data = self._parse_and_validate_request(request.data)

        limit = request_data['limit']
        page = request_data['page']
        sort_field = request_data['sort']['field']
        sort_direction = request_data['sort']['direction']
        fy = request_data['filters']['fy']
        keyword = request_data.get('keyword', None)

        lower_limit = (page - 1) * limit
        upper_limit = page * limit

        agency_subquery = ToptierAgency.objects.filter(
            cgac_code=OuterRef('corrected_agency_identifier'))
        queryset = FederalAccount.objects.\
            filter(treasuryappropriationaccount__account_balances__final_of_fy=True,
                   treasuryappropriationaccount__account_balances__submission__reporting_period_start__fy=fy).\
            annotate(corrected_agency_identifier=Func(F('agency_identifier'), function='CORRECTED_CGAC')).\
            annotate(account_id=F('id'),
                     account_number=Concat(F('agency_identifier'), Value('-'), F('main_account_code')),
                     account_name=F('account_title'),
                     budgetary_resources=Sum(
                         'treasuryappropriationaccount__account_balances__total_budgetary_resources_amount_cpe'),
                     managing_agency=Subquery(agency_subquery.values('name')[:1]),
                     managing_agency_acronym=Subquery(agency_subquery.values('abbreviation')[:1]))

        # add keyword filter, if it exists
        if keyword:
            queryset = queryset.filter(
                Q(account_name__icontains=keyword)
                | Q(account_number__contains=keyword)
                | Q(managing_agency__icontains=keyword)
                | Q(managing_agency_acronym__contains=keyword.upper()))

        if sort_direction == 'desc':
            queryset = queryset.order_by(F(sort_field).desc(nulls_last=True))
        else:
            queryset = queryset.order_by(F(sort_field).asc())

        result = {
            'count': queryset.count(),
            'limit': limit,
            'page': page,
            'fy': fy,
            'keyword': keyword
        }
        resultset = queryset.values('account_id', 'account_number',
                                    'account_name', 'budgetary_resources',
                                    'agency_identifier', 'managing_agency',
                                    'managing_agency_acronym')
        resultset = resultset[lower_limit:upper_limit + 1]
        page_metadata = get_simple_pagination_metadata(len(resultset), limit,
                                                       page)
        result.update(page_metadata)
        resultset = resultset[:limit]

        result['results'] = resultset
        return Response(result)
    def results(self) -> dict:
        results = []
        # filter the transactions by category
        if self.category in ("awarding_agency", "awarding_subagency"):
            results = self.awarding_agency()
        elif self.category in ("funding_agency", "funding_subagency"):
            results = self.funding_agency()
        elif self.category in ("recipient_duns", "recipient_parent_duns"):
            results = self.recipient()
        elif self.category in ("cfda", "psc", "naics"):
            results = self.industry_and_other_codes()
        elif self.category in ("county", "district", "state_territory", "country"):
            results = self.location()
        elif self.category in ("federal_account"):
            results = self.federal_account()

        page_metadata = get_simple_pagination_metadata(len(results), self.limit, self.page)

        response = {
            "category": self.category,
            "limit": self.limit,
            "page_metadata": page_metadata,
            # alias_response is a workaround for tests instead of applying any aliases in the querysets
            "results": results[: self.limit],
        }
        return response
Exemple #10
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    def perform_search(self, validated_payload: dict, original_filters: dict) -> dict:

        self.filters = validated_payload.get("filters", {})
        self.elasticsearch = validated_payload.get("elasticsearch")
        self.subawards = validated_payload["subawards"]
        self.pagination = self._get_pagination(validated_payload)

        if self.subawards:
            base_queryset = subaward_filter(self.filters)
            self.obligation_column = "amount"
            results = self.query_django(base_queryset)
        elif self.elasticsearch:
            logger.info(
                f"Using experimental Elasticsearch functionality for 'spending_by_category/{self.category.name}'"
            )
            filter_query = QueryWithFilters.generate_transactions_elasticsearch_query(self.filters)
            results = self.query_elasticsearch(filter_query)
        else:
            base_queryset = spending_by_category_view_queryset(self.category.name, self.filters)
            self.obligation_column = "generated_pragmatic_obligation"
            results = self.query_django(base_queryset)

        page_metadata = get_simple_pagination_metadata(len(results), self.pagination.limit, self.pagination.page)

        response = {
            "category": self.category.name,
            "limit": self.pagination.limit,
            "page_metadata": page_metadata,
            "results": results[: self.pagination.limit],
            "messages": self._get_messages(original_filters),
        }

        return response
Exemple #11
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    def perform_search(self, validated_payload: dict,
                       original_filters: dict) -> dict:

        self.filters = validated_payload.get("filters", {})
        self.subawards = validated_payload["subawards"]
        self.pagination = self._get_pagination(validated_payload)

        if self.subawards:
            if self.category.name in self.sub_awards_not_implemented:
                self._raise_not_implemented()
            base_queryset = subaward_filter(self.filters)
            self.obligation_column = "amount"
            results = self.query_django(base_queryset)
        else:
            filter_query = QueryWithFilters.generate_transactions_elasticsearch_query(
                self.filters)
            results = self.query_elasticsearch(filter_query)
        # else:
        #     base_queryset = spending_by_category_view_queryset(self.category.name, self.filters)
        #     self.obligation_column = "generated_pragmatic_obligation"
        #     results = self.query_django(base_queryset)

        page_metadata = get_simple_pagination_metadata(len(results),
                                                       self.pagination.limit,
                                                       self.pagination.page)

        response = {
            "category": self.category.name,
            "limit": self.pagination.limit,
            "page_metadata": page_metadata,
            "results": results[:self.pagination.limit],
            "messages": self._get_messages(original_filters),
        }

        return response
    def post(self, request: Request) -> Response:
        request_data = self._parse_and_validate_request(request.data)
        results = self._business_logic(request_data)
        page_metadata = get_simple_pagination_metadata(len(results), request_data["limit"], request_data["page"])

        response = {"page_metadata": page_metadata, "results": results[: request_data["limit"]]}

        return Response(response)
    def post(self, request):

        models = [{
            "name": "fields",
            "key": "fields",
            "type": "array",
            "array_type": "text",
            "text_type": "search",
            "optional": False,
        }]
        models.extend(copy.deepcopy(AWARD_FILTER))
        models.extend(copy.deepcopy(PAGINATION))
        for m in models:
            if m["name"] in ("keywords", "award_type_codes", "sort"):
                m["optional"] = False
        validated_payload = TinyShield(models).block(request.data)

        if validated_payload["sort"] not in validated_payload["fields"]:
            raise InvalidParameterException(
                "Sort value not found in fields: {}".format(
                    validated_payload["sort"]))

        if "filters" in validated_payload and "no intersection" in validated_payload[
                "filters"]["award_type_codes"]:
            # "Special case": there will never be results when the website provides this value
            return Response({
                "limit": validated_payload["limit"],
                "results": [],
                "page_metadata": {
                    "page": validated_payload["page"],
                    "next": None,
                    "previous": None,
                    "hasNext": False,
                    "hasPrevious": False,
                },
            })

        lower_limit = (validated_payload["page"] -
                       1) * validated_payload["limit"]
        success, response, total = search_transactions(
            validated_payload, lower_limit, validated_payload["limit"] + 1)
        if not success:
            raise InvalidParameterException(response)

        metadata = get_simple_pagination_metadata(len(response),
                                                  validated_payload["limit"],
                                                  validated_payload["page"])

        results = []
        for transaction in response[:validated_payload["limit"]]:
            results.append(transaction)

        response = {
            "limit": validated_payload["limit"],
            "results": results,
            "page_metadata": metadata
        }
        return Response(response)
Exemple #14
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    def post(self, request: Request) -> Response:
        results = self._business_logic(request.data)
        page_metadata = get_simple_pagination_metadata(len(results),
                                                       request.data["limit"],
                                                       request.data["page"])
        response = OrderedDict((("results", results[:request.data["limit"]]),
                                ("page_metadata", page_metadata)))

        return Response(response)
Exemple #15
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    def post(self, request: Request) -> Response:
        request_data = self._parse_and_validate_request(request.data)
        results = self._business_logic(request_data)
        page_metadata = get_simple_pagination_metadata(len(results),
                                                       request_data['limit'],
                                                       request_data['page'])

        response = OrderedDict((('results', results[:request_data['limit']]),
                                ('page_metadata', page_metadata)))

        return Response(response)
    def post(self, request):
        request_data = self._parse_and_validate_request(request.data)
        results = self._business_logic(request_data)
        page_metadata = get_simple_pagination_metadata(len(results), request_data["limit"], request_data["page"])

        response = {
            "page_metadata": page_metadata,
            "results": results[:request_data["limit"]],
        }

        return Response(response)
    def post(self, request: Request) -> Response:
        request_data = self._parse_and_validate_request(request.data)
        results = self._business_logic(request_data)
        page_metadata = get_simple_pagination_metadata(len(results), request_data['limit'], request_data['page'])

        response = OrderedDict((
            ('results', results[:request_data['limit']]),
            ('page_metadata', page_metadata)
        ))

        return Response(response)
    def post(self, request: Request) -> Response:

        group_by = "group by ca.awarding_agency_id, taa.agency_id || '-' || taa.main_account_code"
        columns = """sum(nullif(faba.transaction_obligated_amount, 'NaN')) total_transaction_obligated_amount,
                      taa.agency_id || '-' || taa.main_account_code federal_account,
                      ca.awarding_agency_id agency_id"""
        request_data = self._parse_and_validate_request(request.data)
        results = self._business_logic(request_data, columns, group_by)
        page_metadata = get_simple_pagination_metadata(len(results), request_data['limit'], request_data['page'])

        response = OrderedDict((
            ('results', results[:request_data['limit']]),
            ('page_metadata', page_metadata)
        ))

        return Response(response)
Exemple #19
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    def post(self, request, format=None):
        """Return all high-level Federal Account information"""

        limit = request.data.get("limit", 10)
        page = request.data.get("page", 1)
        sorting = request.data.get("sort", {'field': 'budgetary_resources', 'direction': 'desc'})
        sort_field = sorting.get('field', 'budgetary_resources')
        sort_direction = sorting.get('direction', 'asc')
        filters = request.data.get('filters', {})
        fy = filters.get('fy') or SubmissionAttributes.last_certified_fy()

        lower_limit = (page - 1) * limit
        upper_limit = page * limit

        agency_subquery = ToptierAgency.objects.filter(cgac_code=OuterRef('corrected_agency_identifier'))
        queryset = FederalAccount.objects.\
            filter(treasuryappropriationaccount__account_balances__final_of_fy=True,
                   treasuryappropriationaccount__account_balances__submission__reporting_period_start__fy=fy).\
            annotate(corrected_agency_identifier=Func(F('agency_identifier'), function='CORRECTED_CGAC')).\
            annotate(account_id=F('id'),
                     account_number=Concat(F('agency_identifier'), Value('-'), F('main_account_code')),
                     account_name=F('account_title'),
                     budgetary_resources=Sum(
                         'treasuryappropriationaccount__account_balances__total_budgetary_resources_amount_cpe'),
                     managing_agency=Subquery(agency_subquery.values('name')[:1]),
                     managing_agency_acronym=Subquery(agency_subquery.values('abbreviation')[:1])
                     )

        if sort_direction == 'desc':
            queryset = queryset.order_by(F(sort_field).desc(nulls_last=True))
        else:
            queryset = queryset.order_by(F(sort_field).asc())

        result = {'count': queryset.count(), 'limit': limit, 'page': page, 'fy': fy}
        resultset = queryset.values('account_id', 'account_number', 'account_name', 'budgetary_resources',
                                    'agency_identifier', 'managing_agency', 'managing_agency_acronym')
        resultset = resultset[lower_limit:upper_limit + 1]
        page_metadata = get_simple_pagination_metadata(len(resultset), limit, page)
        result.update(page_metadata)
        resultset = resultset[:limit]

        result['results'] = resultset
        return Response(result)
Exemple #20
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    def post(self, request):
        """Return all budget function/subfunction titles matching the provided search text"""
        # TODO: check logic in name_dict[x]["aggregated_amount"] statements

        models = [
            {'name': 'category', 'key': 'category', 'type': 'enum',
                'enum_values': ["awarding_agency", "funding_agency", "recipient", "cfda_programs", "industry_codes"],
                'optional': False}

        ]
        models.extend(copy.deepcopy(AWARD_FILTER))
        models.extend(copy.deepcopy(PAGINATION))
        json_request = TinyShield(models).block(request.data)
        category = json_request["category"]
        scope = json_request.get("scope", None)
        filters = json_request.get("filters", None)
        limit = json_request["limit"]
        page = json_request["page"]

        lower_limit = (page - 1) * limit
        upper_limit = page * limit

        if (scope is None) and (category != "cfda_programs"):
            raise InvalidParameterException("Missing one or more required request parameters: scope")
        if filters is None:
            raise InvalidParameterException("Missing one or more required request parameters: filters")

        # filter queryset
        queryset = matview_search_filter(filters, UniversalTransactionView)

        filter_types = filters['award_type_codes'] if 'award_type_codes' in filters else award_type_mapping

        # filter the transactions by category
        if category == "awarding_agency":
            potential_scopes = ["agency", "subagency"]
            if scope not in potential_scopes:
                raise InvalidParameterException("scope does not have a valid value")

            if scope == "agency":
                queryset = queryset \
                    .filter(awarding_toptier_agency_name__isnull=False) \
                    .values(
                        agency_name=F('awarding_toptier_agency_name'),
                        agency_abbreviation=F('awarding_toptier_agency_abbreviation'))

            elif scope == "subagency":
                queryset = queryset \
                    .filter(
                        awarding_subtier_agency_name__isnull=False) \
                    .values(
                        agency_name=F('awarding_subtier_agency_name'),
                        agency_abbreviation=F('awarding_subtier_agency_abbreviation'))

            elif scope == "office":
                    # NOT IMPLEMENTED IN UI
                    raise NotImplementedError

            queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types)\
                .order_by('-aggregated_amount')
            results = list(queryset[lower_limit:upper_limit + 1])

            page_metadata = get_simple_pagination_metadata(len(results), limit, page)
            results = results[:limit]

            response = {"category": category, "scope": scope, "limit": limit, "results": results,
                        "page_metadata": page_metadata}
            return Response(response)

        elif category == "funding_agency":
            potential_scopes = ["agency", "subagency"]
            if scope not in potential_scopes:
                raise InvalidParameterException("scope does not have a valid value")

            if scope == "agency":
                queryset = queryset \
                    .filter(funding_toptier_agency_name__isnull=False) \
                    .values(
                        agency_name=F('funding_toptier_agency_name'),
                        agency_abbreviation=F('funding_toptier_agency_abbreviation'))

            elif scope == "subagency":
                queryset = queryset \
                    .filter(
                        funding_subtier_agency_name__isnull=False) \
                    .values(
                        agency_name=F('funding_subtier_agency_name'),
                        agency_abbreviation=F('funding_subtier_agency_abbreviation'))

            elif scope == "office":
                # NOT IMPLEMENTED IN UI
                raise NotImplementedError

            queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                .order_by('-aggregated_amount')
            results = list(queryset[lower_limit:upper_limit + 1])

            page_metadata = get_simple_pagination_metadata(len(results), limit, page)
            results = results[:limit]

            response = {"category": category, "scope": scope, "limit": limit, "results": results,
                        "page_metadata": page_metadata}
            return Response(response)

        elif category == "recipient":
            if scope == "duns":
                queryset = queryset \
                    .values(legal_entity_id=F("recipient_id"))
                queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                    .order_by('-aggregated_amount') \
                    .values("aggregated_amount", "legal_entity_id", "recipient_name") \
                    .order_by("-aggregated_amount")

                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])

                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]

            elif scope == "parent_duns":
                queryset = queryset \
                    .filter(parent_recipient_unique_id__isnull=False)
                queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types,
                                                  calculate_totals=False) \
                    .values(
                        'aggregated_amount',
                        'recipient_name',
                        'parent_recipient_unique_id') \
                    .order_by('-aggregated_amount')

                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])
                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]

            else:  # recipient_type
                raise InvalidParameterException("recipient type is not yet implemented")

            response = {"category": category, "scope": scope, "limit": limit, "results": results,
                        "page_metadata": page_metadata}
            return Response(response)

        elif category == "cfda_programs":
            if can_use_view(filters, 'SummaryCfdaNumbersView'):
                queryset = get_view_queryset(filters, 'SummaryCfdaNumbersView')
                queryset = queryset \
                    .filter(
                        federal_action_obligation__isnull=False,
                        cfda_number__isnull=False) \
                    .values(cfda_program_number=F("cfda_number"))
                queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                    .values(
                        "aggregated_amount",
                        "cfda_program_number",
                        program_title=F("cfda_title")) \
                    .order_by('-aggregated_amount')

                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])
                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]
                for trans in results:
                    trans['popular_name'] = None
                    # small DB hit every loop here
                    cfda = Cfda.objects \
                        .filter(
                            program_title=trans['program_title'],
                            program_number=trans['cfda_program_number']) \
                        .values('popular_name').first()

                    if cfda:
                        trans['popular_name'] = cfda['popular_name']

            else:
                queryset = queryset \
                    .filter(
                        cfda_number__isnull=False) \
                    .values(cfda_program_number=F("cfda_number"))
                queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                    .values(
                        "aggregated_amount",
                        "cfda_program_number",
                        popular_name=F("cfda_popular_name"),
                        program_title=F("cfda_title")) \
                    .order_by('-aggregated_amount')

                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])
                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]

            response = {"category": category, "limit": limit, "results": results, "page_metadata": page_metadata}
            return Response(response)

        elif category == "industry_codes":  # industry_codes
            if scope == "psc":
                if can_use_view(filters, 'SummaryPscCodesView'):
                    queryset = get_view_queryset(filters, 'SummaryPscCodesView')
                    queryset = queryset \
                        .filter(product_or_service_code__isnull=False) \
                        .values(psc_code=F("product_or_service_code"))
                else:
                    queryset = queryset \
                        .filter(psc_code__isnull=False) \
                        .values("psc_code")

                queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                    .order_by('-aggregated_amount')
                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])

                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]

                response = {"category": category, "scope": scope, "limit": limit, "results": results,
                            "page_metadata": page_metadata}
                return Response(response)

            elif scope == "naics":
                if can_use_view(filters, 'SummaryNaicsCodesView'):
                    queryset = get_view_queryset(filters, 'SummaryNaicsCodesView')
                    queryset = queryset \
                        .filter(naics_code__isnull=False) \
                        .values('naics_code')
                    queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                        .order_by('-aggregated_amount') \
                        .values(
                            'naics_code',
                            'aggregated_amount',
                            'naics_description')
                else:
                    queryset = queryset \
                        .filter(naics_code__isnull=False) \
                        .values("naics_code")
                    queryset = sum_transaction_amount(queryset, 'aggregated_amount', filter_types=filter_types) \
                        .order_by('-aggregated_amount') \
                        .values(
                            'naics_code',
                            'aggregated_amount',
                            'naics_description')

                # Begin DB hits here
                results = list(queryset[lower_limit:upper_limit + 1])

                page_metadata = get_simple_pagination_metadata(len(results), limit, page)
                results = results[:limit]

                response = {"category": category, "scope": scope, "limit": limit, "results": results,
                            "page_metadata": page_metadata}
                return Response(response)

            else:  # recipient_type
                raise InvalidParameterException("recipient type is not yet implemented")
    def post(self, request, format=None):
        """ Return all high-level Federal Account information """
        request_data = self._parse_and_validate_request(request.data)
        limit = request_data["limit"]
        page = request_data["page"]
        sort_field = request_data["sort"]["field"]
        sort_direction = request_data["sort"]["direction"]
        keyword = request_data.get("keyword", None)
        fy = request_data["filters"]["fy"]
        agency_id = request_data["filters"].get("agency_identifier", None)

        lower_limit = (page - 1) * limit
        upper_limit = page * limit

        agency_subquery = ToptierAgency.objects.filter(cgac_code=OuterRef("corrected_agency_identifier"))
        queryset = (
            FederalAccount.objects.filter(
                treasuryappropriationaccount__account_balances__final_of_fy=True,
                treasuryappropriationaccount__account_balances__submission__reporting_period_start__fy=fy,
            )
            .annotate(corrected_agency_identifier=Func(F("agency_identifier"), function="CORRECTED_CGAC"))
            .annotate(
                account_id=F("id"),
                account_name=F("account_title"),
                account_number=F("federal_account_code"),
                budgetary_resources=Sum(
                    "treasuryappropriationaccount__account_balances__total_budgetary_resources_amount_cpe"
                ),
                managing_agency=Subquery(agency_subquery.values("name")[:1]),
                managing_agency_acronym=Subquery(agency_subquery.values("abbreviation")[:1]),
            )
        )

        # add keyword filter, if it exists
        if keyword:
            queryset = queryset.filter(
                Q(account_name__icontains=keyword)
                | Q(account_number__contains=keyword)
                | Q(managing_agency__icontains=keyword)
                | Q(managing_agency_acronym__contains=keyword.upper())
            )

        if agency_id is not None:
            tta_list = DOD_ARMED_FORCES_CGAC if agency_id == DOD_CGAC else [agency_id]
            tta_filter = Q()
            for tta in tta_list:
                tta_filter |= Q(account_number__startswith=tta)
            queryset &= queryset.filter(tta_filter)

        if sort_direction == "desc":
            queryset = queryset.order_by(F(sort_field).desc(nulls_last=True))
        else:
            queryset = queryset.order_by(F(sort_field).asc())

        result = {"count": queryset.count(), "limit": limit, "page": page, "fy": fy, "keyword": keyword}
        resultset = queryset.values(
            "account_id",
            "account_number",
            "account_name",
            "budgetary_resources",
            "agency_identifier",
            "managing_agency",
            "managing_agency_acronym",
        )
        resultset = resultset[lower_limit : upper_limit + 1]
        page_metadata = get_simple_pagination_metadata(len(resultset), limit, page)
        result.update(page_metadata)
        resultset = resultset[:limit]

        result["results"] = resultset
        return Response(result)
    def post(self, request, format=None):
        """ Return all high-level Federal Account information """
        request_data = self._parse_and_validate_request(request.data)
        limit = request_data["limit"]
        page = request_data["page"]
        sort_field = request_data["sort"]["field"]
        sort_direction = request_data["sort"]["direction"]
        keyword = request_data.get("keyword", None)
        fy = request_data["filters"]["fy"]
        agency_id = request_data["filters"].get("agency_identifier")

        lower_limit = (page - 1) * limit
        upper_limit = page * limit

        account_filter = {}
        if agency_id:
            account_filter["parent_toptier_agency__toptier_code"] = agency_id

        # Only return federal accounts that have ever had a submission.  Only return budgetary_resources for
        # the fiscal year requested.  Note that we use Func instead of Sum below because Sum wants to perform a
        # grouping when we don't want one.
        queryset = (FederalAccount.objects.annotate(has_submission=Exists(
            SubmissionAttributes.objects.filter(
                appropriationaccountbalances__treasury_account_identifier__federal_account_id
                =OuterRef("id")).values("pk")
        )).filter(**account_filter, has_submission=True).annotate(
            account_id=F("id"),
            account_name=F("account_title"),
            account_number=F("federal_account_code"),
            budgetary_resources=Subquery(
                AppropriationAccountBalances.objects.filter(
                    final_of_fy=True,
                    submission__reporting_period_start__fy=fy,
                    treasury_account_identifier__federal_account_id=OuterRef(
                        "id"),
                ).annotate(
                    the_sum=Func(F("total_budgetary_resources_amount_cpe"),
                                 function="SUM")).values("the_sum"),
                output_field=DecimalField(max_digits=23, decimal_places=2),
            ),
            managing_agency=F("parent_toptier_agency__name"),
            managing_agency_acronym=F("parent_toptier_agency__abbreviation"),
        ))

        # add keyword filter, if it exists
        if keyword:
            queryset = queryset.filter(
                Q(account_name__icontains=keyword)
                | Q(account_number__contains=keyword)
                | Q(managing_agency__icontains=keyword)
                | Q(managing_agency_acronym__contains=keyword.upper()))

        if sort_direction == "desc":
            queryset = queryset.order_by(
                F(sort_field).desc(nulls_last=True), "-federal_account_code")
        else:
            queryset = queryset.order_by(
                F(sort_field).asc(), "federal_account_code")

        result = {
            "count": queryset.count(),
            "limit": limit,
            "page": page,
            "fy": fy,
            "keyword": keyword
        }
        resultset = queryset.values(
            "account_id",
            "account_number",
            "account_name",
            "budgetary_resources",
            "agency_identifier",
            "managing_agency",
            "managing_agency_acronym",
        )
        resultset = resultset[lower_limit:upper_limit + 1]
        page_metadata = get_simple_pagination_metadata(len(resultset), limit,
                                                       page)
        result.update(page_metadata)
        resultset = resultset[:limit]

        result["results"] = resultset
        return Response(result)