import urllib import itertools import json import markupsafe from datasette.plugins import pm from datasette.database import QueryInterrupted from datasette.utils import ( await_me_maybe, CustomRow, MultiParams, append_querystring, compound_keys_after_sql, escape_sqlite, filters_should_redirect, is_url, path_from_row_pks, path_with_added_args, path_with_removed_args, path_with_replaced_args, to_css_class, urlsafe_components, value_as_boolean, ) from datasette.utils.asgi import BadRequest, NotFound from datasette.filters import Filters from .base import DataView, DatasetteError, ureg from .database import QueryView LINK_WITH_LABEL = ( '{label} {id}' ) LINK_WITH_VALUE = '{id}' class Row: def __init__(self, cells): self.cells = cells def __iter__(self): return iter(self.cells) def __getitem__(self, key): for cell in self.cells: if cell["column"] == key: return cell["raw"] raise KeyError def display(self, key): for cell in self.cells: if cell["column"] == key: return cell["value"] return None def __str__(self): d = { key: self[key] for key in [ c["column"] for c in self.cells if not c.get("is_special_link_column") ] } return json.dumps(d, default=repr, indent=2) class RowTableShared(DataView): async def sortable_columns_for_table(self, database, table, use_rowid): db = self.ds.databases[database] table_metadata = self.ds.table_metadata(database, table) if "sortable_columns" in table_metadata: sortable_columns = set(table_metadata["sortable_columns"]) else: sortable_columns = set(await db.table_columns(table)) if use_rowid: sortable_columns.add("rowid") return sortable_columns async def expandable_columns(self, database, table): # Returns list of (fk_dict, label_column-or-None) pairs for that table expandables = [] db = self.ds.databases[database] for fk in await db.foreign_keys_for_table(table): label_column = await db.label_column_for_table(fk["other_table"]) expandables.append((fk, label_column)) return expandables async def display_columns_and_rows( self, database, table, description, rows, link_column=False, truncate_cells=0 ): """Returns columns, rows for specified table - including fancy foreign key treatment""" db = self.ds.databases[database] table_metadata = self.ds.table_metadata(database, table) column_descriptions = table_metadata.get("columns") or {} column_details = {col.name: col for col in await db.table_column_details(table)} sortable_columns = await self.sortable_columns_for_table(database, table, True) pks = await db.primary_keys(table) pks_for_display = pks if not pks_for_display: pks_for_display = ["rowid"] columns = [] for r in description: if r[0] == "rowid" and "rowid" not in column_details: type_ = "integer" notnull = 0 else: type_ = column_details[r[0]].type notnull = column_details[r[0]].notnull columns.append( { "name": r[0], "sortable": r[0] in sortable_columns, "is_pk": r[0] in pks_for_display, "type": type_, "notnull": notnull, "description": column_descriptions.get(r[0]), } ) column_to_foreign_key_table = { fk["column"]: fk["other_table"] for fk in await db.foreign_keys_for_table(table) } cell_rows = [] base_url = self.ds.setting("base_url") for row in rows: cells = [] # Unless we are a view, the first column is a link - either to the rowid # or to the simple or compound primary key if link_column: is_special_link_column = len(pks) != 1 pk_path = path_from_row_pks(row, pks, not pks, False) cells.append( { "column": pks[0] if len(pks) == 1 else "Link", "value_type": "pk", "is_special_link_column": is_special_link_column, "raw": pk_path, "value": markupsafe.Markup( '{flat_pks}'.format( base_url=base_url, database=database, table=urllib.parse.quote_plus(table), flat_pks=str(markupsafe.escape(pk_path)), flat_pks_quoted=path_from_row_pks(row, pks, not pks), ) ), } ) for value, column_dict in zip(row, columns): column = column_dict["name"] if link_column and len(pks) == 1 and column == pks[0]: # If there's a simple primary key, don't repeat the value as it's # already shown in the link column. continue # First let the plugins have a go # pylint: disable=no-member plugin_display_value = None for candidate in pm.hook.render_cell( value=value, column=column, table=table, database=database, datasette=self.ds, ): candidate = await await_me_maybe(candidate) if candidate is not None: plugin_display_value = candidate break if plugin_display_value: display_value = plugin_display_value elif isinstance(value, bytes): display_value = markupsafe.Markup( '<Binary: {} byte{}>'.format( self.ds.urls.row_blob( database, table, path_from_row_pks(row, pks, not pks), column, ), len(value), "" if len(value) == 1 else "s", ) ) elif isinstance(value, dict): # It's an expanded foreign key - display link to other row label = value["label"] value = value["value"] # The table we link to depends on the column other_table = column_to_foreign_key_table[column] link_template = ( LINK_WITH_LABEL if (label != value) else LINK_WITH_VALUE ) display_value = markupsafe.Markup( link_template.format( database=database, base_url=base_url, table=urllib.parse.quote_plus(other_table), link_id=urllib.parse.quote_plus(str(value)), id=str(markupsafe.escape(value)), label=str(markupsafe.escape(label)) or "-", ) ) elif value in ("", None): display_value = markupsafe.Markup(" ") elif is_url(str(value).strip()): display_value = markupsafe.Markup( '{url}'.format( url=markupsafe.escape(value.strip()) ) ) elif column in table_metadata.get("units", {}) and value != "": # Interpret units using pint value = value * ureg(table_metadata["units"][column]) # Pint uses floating point which sometimes introduces errors in the compact # representation, which we have to round off to avoid ugliness. In the vast # majority of cases this rounding will be inconsequential. I hope. value = round(value.to_compact(), 6) display_value = markupsafe.Markup( f"{value:~P}".replace(" ", " ") ) else: display_value = str(value) if truncate_cells and len(display_value) > truncate_cells: display_value = display_value[:truncate_cells] + "\u2026" cells.append( { "column": column, "value": display_value, "raw": value, "value_type": "none" if value is None else str(type(value).__name__), } ) cell_rows.append(Row(cells)) if link_column: # Add the link column header. # If it's a simple primary key, we have to remove and re-add that column name at # the beginning of the header row. first_column = None if len(pks) == 1: columns = [col for col in columns if col["name"] != pks[0]] first_column = { "name": pks[0], "sortable": len(pks) == 1, "is_pk": True, "type": column_details[pks[0]].type, "notnull": column_details[pks[0]].notnull, } else: first_column = { "name": "Link", "sortable": False, "is_pk": False, "type": "", "notnull": 0, } columns = [first_column] + columns return columns, cell_rows class TableView(RowTableShared): name = "table" async def post(self, request, db_name, table_and_format): # Handle POST to a canned query canned_query = await self.ds.get_canned_query( db_name, table_and_format, request.actor ) assert canned_query, "You may only POST to a canned query" return await QueryView(self.ds).data( request, db_name, None, canned_query["sql"], metadata=canned_query, editable=False, canned_query=table_and_format, named_parameters=canned_query.get("params"), write=bool(canned_query.get("write")), ) async def columns_to_select(self, table_columns, pks, request): columns = list(table_columns) if "_col" in request.args: columns = list(pks) _cols = request.args.getlist("_col") bad_columns = [column for column in _cols if column not in table_columns] if bad_columns: raise DatasetteError( "_col={} - invalid columns".format(", ".join(bad_columns)), status=400, ) # De-duplicate maintaining order: columns.extend(dict.fromkeys(_cols)) if "_nocol" in request.args: # Return all columns EXCEPT these bad_columns = [ column for column in request.args.getlist("_nocol") if (column not in table_columns) or (column in pks) ] if bad_columns: raise DatasetteError( "_nocol={} - invalid columns".format(", ".join(bad_columns)), status=400, ) tmp_columns = [ column for column in columns if column not in request.args.getlist("_nocol") ] columns = tmp_columns return columns async def data( self, request, database, hash, table, default_labels=False, _next=None, _size=None, ): # If this is a canned query, not a table, then dispatch to QueryView instead canned_query = await self.ds.get_canned_query(database, table, request.actor) if canned_query: return await QueryView(self.ds).data( request, database, hash, canned_query["sql"], metadata=canned_query, editable=False, canned_query=table, named_parameters=canned_query.get("params"), write=bool(canned_query.get("write")), ) db = self.ds.databases[database] is_view = bool(await db.get_view_definition(table)) table_exists = bool(await db.table_exists(table)) # If table or view not found, return 404 if not is_view and not table_exists: raise NotFound(f"Table not found: {table}") # Ensure user has permission to view this table await self.check_permissions( request, [ ("view-table", (database, table)), ("view-database", database), "view-instance", ], ) private = not await self.ds.permission_allowed( None, "view-table", (database, table), default=True ) # Handle ?_filter_column and redirect, if present redirect_params = filters_should_redirect(request.args) if redirect_params: return self.redirect( request, path_with_added_args(request, redirect_params), forward_querystring=False, ) # If ?_sort_by_desc=on (from checkbox) redirect to _sort_desc=(_sort) if "_sort_by_desc" in request.args: return self.redirect( request, path_with_added_args( request, { "_sort_desc": request.args.get("_sort"), "_sort_by_desc": None, "_sort": None, }, ), forward_querystring=False, ) # Introspect columns and primary keys for table pks = await db.primary_keys(table) table_columns = await db.table_columns(table) # Take ?_col= and ?_nocol= into account specified_columns = await self.columns_to_select(table_columns, pks, request) select_specified_columns = ", ".join( escape_sqlite(t) for t in specified_columns ) select_all_columns = ", ".join(escape_sqlite(t) for t in table_columns) # rowid tables (no specified primary key) need a different SELECT use_rowid = not pks and not is_view if use_rowid: select_specified_columns = f"rowid, {select_specified_columns}" select_all_columns = f"rowid, {select_all_columns}" order_by = "rowid" order_by_pks = "rowid" else: order_by_pks = ", ".join([escape_sqlite(pk) for pk in pks]) order_by = order_by_pks if is_view: order_by = "" nocount = request.args.get("_nocount") nofacet = request.args.get("_nofacet") nosuggest = request.args.get("_nosuggest") if request.args.get("_shape") in ("array", "object"): nocount = True nofacet = True table_metadata = self.ds.table_metadata(database, table) units = table_metadata.get("units", {}) # Arguments that start with _ and don't contain a __ are # special - things like ?_search= - and should not be # treated as filters. filter_args = [] for key in request.args: if not (key.startswith("_") and "__" not in key): for v in request.args.getlist(key): filter_args.append((key, v)) # Build where clauses from query string arguments filters = Filters(sorted(filter_args), units, ureg) where_clauses, params = filters.build_where_clauses(table) # Execute filters_from_request plugin hooks - including the default # ones that live in datasette/filters.py extra_context_from_filters = {} extra_human_descriptions = [] for hook in pm.hook.filters_from_request( request=request, table=table, database=database, datasette=self.ds, ): filter_arguments = await await_me_maybe(hook) if filter_arguments: where_clauses.extend(filter_arguments.where_clauses) params.update(filter_arguments.params) extra_human_descriptions.extend(filter_arguments.human_descriptions) extra_context_from_filters.update(filter_arguments.extra_context) # Deal with custom sort orders sortable_columns = await self.sortable_columns_for_table( database, table, use_rowid ) sort = request.args.get("_sort") sort_desc = request.args.get("_sort_desc") if not sort and not sort_desc: sort = table_metadata.get("sort") sort_desc = table_metadata.get("sort_desc") if sort and sort_desc: raise DatasetteError("Cannot use _sort and _sort_desc at the same time") if sort: if sort not in sortable_columns: raise DatasetteError(f"Cannot sort table by {sort}") order_by = escape_sqlite(sort) if sort_desc: if sort_desc not in sortable_columns: raise DatasetteError(f"Cannot sort table by {sort_desc}") order_by = f"{escape_sqlite(sort_desc)} desc" from_sql = "from {table_name} {where}".format( table_name=escape_sqlite(table), where=("where {} ".format(" and ".join(where_clauses))) if where_clauses else "", ) # Copy of params so we can mutate them later: from_sql_params = dict(**params) count_sql = f"select count(*) {from_sql}" # Handle pagination driven by ?_next= _next = _next or request.args.get("_next") offset = "" if _next: sort_value = None if is_view: # _next is an offset offset = f" offset {int(_next)}" else: components = urlsafe_components(_next) # If a sort order is applied and there are multiple components, # the first of these is the sort value if (sort or sort_desc) and (len(components) > 1): sort_value = components[0] # Special case for if non-urlencoded first token was $null if _next.split(",")[0] == "$null": sort_value = None components = components[1:] # Figure out the SQL for next-based-on-primary-key first next_by_pk_clauses = [] if use_rowid: next_by_pk_clauses.append(f"rowid > :p{len(params)}") params[f"p{len(params)}"] = components[0] else: # Apply the tie-breaker based on primary keys if len(components) == len(pks): param_len = len(params) next_by_pk_clauses.append( compound_keys_after_sql(pks, param_len) ) for i, pk_value in enumerate(components): params[f"p{param_len + i}"] = pk_value # Now add the sort SQL, which may incorporate next_by_pk_clauses if sort or sort_desc: if sort_value is None: if sort_desc: # Just items where column is null ordered by pk where_clauses.append( "({column} is null and {next_clauses})".format( column=escape_sqlite(sort_desc), next_clauses=" and ".join(next_by_pk_clauses), ) ) else: where_clauses.append( "({column} is not null or ({column} is null and {next_clauses}))".format( column=escape_sqlite(sort), next_clauses=" and ".join(next_by_pk_clauses), ) ) else: where_clauses.append( "({column} {op} :p{p}{extra_desc_only} or ({column} = :p{p} and {next_clauses}))".format( column=escape_sqlite(sort or sort_desc), op=">" if sort else "<", p=len(params), extra_desc_only="" if sort else " or {column2} is null".format( column2=escape_sqlite(sort or sort_desc) ), next_clauses=" and ".join(next_by_pk_clauses), ) ) params[f"p{len(params)}"] = sort_value order_by = f"{order_by}, {order_by_pks}" else: where_clauses.extend(next_by_pk_clauses) where_clause = "" if where_clauses: where_clause = f"where {' and '.join(where_clauses)} " if order_by: order_by = f"order by {order_by}" extra_args = {} # Handle ?_size=500 page_size = _size or request.args.get("_size") or table_metadata.get("size") if page_size: if page_size == "max": page_size = self.ds.max_returned_rows try: page_size = int(page_size) if page_size < 0: raise ValueError except ValueError: raise BadRequest("_size must be a positive integer") if page_size > self.ds.max_returned_rows: raise BadRequest(f"_size must be <= {self.ds.max_returned_rows}") extra_args["page_size"] = page_size else: page_size = self.ds.page_size # Facets are calculated against SQL without order by or limit sql_no_order_no_limit = ( "select {select_all_columns} from {table_name} {where}".format( select_all_columns=select_all_columns, table_name=escape_sqlite(table), where=where_clause, ) ) # This is the SQL that populates the main table on the page sql = "select {select_specified_columns} from {table_name} {where}{order_by} limit {page_size}{offset}".format( select_specified_columns=select_specified_columns, table_name=escape_sqlite(table), where=where_clause, order_by=order_by, page_size=page_size + 1, offset=offset, ) if request.args.get("_timelimit"): extra_args["custom_time_limit"] = int(request.args.get("_timelimit")) # Execute the main query! results = await db.execute(sql, params, truncate=True, **extra_args) # Calculate the total count for this query filtered_table_rows_count = None if ( not db.is_mutable and self.ds.inspect_data and count_sql == f"select count(*) from {table} " ): # We can use a previously cached table row count try: filtered_table_rows_count = self.ds.inspect_data[database]["tables"][ table ]["count"] except KeyError: pass # Otherwise run a select count(*) ... if count_sql and filtered_table_rows_count is None and not nocount: try: count_rows = list(await db.execute(count_sql, from_sql_params)) filtered_table_rows_count = count_rows[0][0] except QueryInterrupted: pass # Faceting if not self.ds.setting("allow_facet") and any( arg.startswith("_facet") for arg in request.args ): raise BadRequest("_facet= is not allowed") # pylint: disable=no-member facet_classes = list( itertools.chain.from_iterable(pm.hook.register_facet_classes()) ) facet_results = {} facets_timed_out = [] facet_instances = [] for klass in facet_classes: facet_instances.append( klass( self.ds, request, database, sql=sql_no_order_no_limit, params=params, table=table, metadata=table_metadata, row_count=filtered_table_rows_count, ) ) if not nofacet: for facet in facet_instances: ( instance_facet_results, instance_facets_timed_out, ) = await facet.facet_results() for facet_info in instance_facet_results: base_key = facet_info["name"] key = base_key i = 1 while key in facet_results: i += 1 key = f"{base_key}_{i}" facet_results[key] = facet_info facets_timed_out.extend(instance_facets_timed_out) # Calculate suggested facets suggested_facets = [] if ( self.ds.setting("suggest_facets") and self.ds.setting("allow_facet") and not _next and not nofacet and not nosuggest ): for facet in facet_instances: suggested_facets.extend(await facet.suggest()) # Figure out columns and rows for the query columns = [r[0] for r in results.description] rows = list(results.rows) # Expand labeled columns if requested expanded_columns = [] expandable_columns = await self.expandable_columns(database, table) columns_to_expand = None try: all_labels = value_as_boolean(request.args.get("_labels", "")) except ValueError: all_labels = default_labels # Check for explicit _label= if "_label" in request.args: columns_to_expand = request.args.getlist("_label") if columns_to_expand is None and all_labels: # expand all columns with foreign keys columns_to_expand = [fk["column"] for fk, _ in expandable_columns] if columns_to_expand: expanded_labels = {} for fk, _ in expandable_columns: column = fk["column"] if column not in columns_to_expand: continue if column not in columns: continue expanded_columns.append(column) # Gather the values column_index = columns.index(column) values = [row[column_index] for row in rows] # Expand them expanded_labels.update( await self.ds.expand_foreign_keys(database, table, column, values) ) if expanded_labels: # Rewrite the rows new_rows = [] for row in rows: new_row = CustomRow(columns) for column in row.keys(): value = row[column] if (column, value) in expanded_labels and value is not None: new_row[column] = { "value": value, "label": expanded_labels[(column, value)], } else: new_row[column] = value new_rows.append(new_row) rows = new_rows # Pagination next link next_value = None next_url = None if 0 < page_size < len(rows): if is_view: next_value = int(_next or 0) + page_size else: next_value = path_from_row_pks(rows[-2], pks, use_rowid) # If there's a sort or sort_desc, add that value as a prefix if (sort or sort_desc) and not is_view: prefix = rows[-2][sort or sort_desc] if isinstance(prefix, dict) and "value" in prefix: prefix = prefix["value"] if prefix is None: prefix = "$null" else: prefix = urllib.parse.quote_plus(str(prefix)) next_value = f"{prefix},{next_value}" added_args = {"_next": next_value} if sort: added_args["_sort"] = sort else: added_args["_sort_desc"] = sort_desc else: added_args = {"_next": next_value} next_url = self.ds.absolute_url( request, self.ds.urls.path(path_with_replaced_args(request, added_args)) ) rows = rows[:page_size] # human_description_en combines filters AND search, if provided human_description_en = filters.human_description_en( extra=extra_human_descriptions ) if sort or sort_desc: sorted_by = "sorted by {}{}".format( (sort or sort_desc), " descending" if sort_desc else "" ) human_description_en = " ".join( [b for b in [human_description_en, sorted_by] if b] ) async def extra_template(): nonlocal sort display_columns, display_rows = await self.display_columns_and_rows( database, table, results.description, rows, link_column=not is_view, truncate_cells=self.ds.setting("truncate_cells_html"), ) metadata = ( (self.ds.metadata("databases") or {}) .get(database, {}) .get("tables", {}) .get(table, {}) ) self.ds.update_with_inherited_metadata(metadata) form_hidden_args = [] for key in request.args: if ( key.startswith("_") and key not in ("_sort", "_search", "_next") and not key.endswith("__exact") ): for value in request.args.getlist(key): form_hidden_args.append((key, value)) # if no sort specified AND table has a single primary key, # set sort to that so arrow is displayed if not sort and not sort_desc: if 1 == len(pks): sort = pks[0] elif use_rowid: sort = "rowid" async def table_actions(): links = [] for hook in pm.hook.table_actions( datasette=self.ds, table=table, database=database, actor=request.actor, request=request, ): extra_links = await await_me_maybe(hook) if extra_links: links.extend(extra_links) return links # filter_columns combine the columns we know are available # in the table with any additional columns (such as rowid) # which are available in the query filter_columns = list(columns) + [ table_column for table_column in table_columns if table_column not in columns ] d = { "table_actions": table_actions, "use_rowid": use_rowid, "filters": filters, "display_columns": display_columns, "filter_columns": filter_columns, "display_rows": display_rows, "facets_timed_out": facets_timed_out, "sorted_facet_results": sorted( facet_results.values(), key=lambda f: (len(f["results"]), f["name"]), reverse=True, ), "form_hidden_args": form_hidden_args, "is_sortable": any(c["sortable"] for c in display_columns), "fix_path": self.ds.urls.path, "path_with_replaced_args": path_with_replaced_args, "path_with_removed_args": path_with_removed_args, "append_querystring": append_querystring, "request": request, "sort": sort, "sort_desc": sort_desc, "disable_sort": is_view, "custom_table_templates": [ f"_table-{to_css_class(database)}-{to_css_class(table)}.html", f"_table-table-{to_css_class(database)}-{to_css_class(table)}.html", "_table.html", ], "metadata": metadata, "view_definition": await db.get_view_definition(table), "table_definition": await db.get_table_definition(table), } d.update(extra_context_from_filters) return d return ( { "database": database, "table": table, "is_view": is_view, "human_description_en": human_description_en, "rows": rows[:page_size], "truncated": results.truncated, "filtered_table_rows_count": filtered_table_rows_count, "expanded_columns": expanded_columns, "expandable_columns": expandable_columns, "columns": columns, "primary_keys": pks, "units": units, "query": {"sql": sql, "params": params}, "facet_results": facet_results, "suggested_facets": suggested_facets, "next": next_value and str(next_value) or None, "next_url": next_url, "private": private, "allow_execute_sql": await self.ds.permission_allowed( request.actor, "execute-sql", database, default=True ), }, extra_template, ( f"table-{to_css_class(database)}-{to_css_class(table)}.html", "table.html", ), ) async def _sql_params_pks(db, table, pk_values): pks = await db.primary_keys(table) use_rowid = not pks select = "*" if use_rowid: select = "rowid, *" pks = ["rowid"] wheres = [f'"{pk}"=:p{i}' for i, pk in enumerate(pks)] sql = f"select {select} from {escape_sqlite(table)} where {' AND '.join(wheres)}" params = {} for i, pk_value in enumerate(pk_values): params[f"p{i}"] = pk_value return sql, params, pks class RowView(RowTableShared): name = "row" async def data(self, request, database, hash, table, pk_path, default_labels=False): await self.check_permissions( request, [ ("view-table", (database, table)), ("view-database", database), "view-instance", ], ) pk_values = urlsafe_components(pk_path) db = self.ds.databases[database] sql, params, pks = await _sql_params_pks(db, table, pk_values) results = await db.execute(sql, params, truncate=True) columns = [r[0] for r in results.description] rows = list(results.rows) if not rows: raise NotFound(f"Record not found: {pk_values}") async def template_data(): display_columns, display_rows = await self.display_columns_and_rows( database, table, results.description, rows, link_column=False, truncate_cells=0, ) for column in display_columns: column["sortable"] = False return { "foreign_key_tables": await self.foreign_key_tables( database, table, pk_values ), "display_columns": display_columns, "display_rows": display_rows, "custom_table_templates": [ f"_table-{to_css_class(database)}-{to_css_class(table)}.html", f"_table-row-{to_css_class(database)}-{to_css_class(table)}.html", "_table.html", ], "metadata": (self.ds.metadata("databases") or {}) .get(database, {}) .get("tables", {}) .get(table, {}), } data = { "database": database, "table": table, "rows": rows, "columns": columns, "primary_keys": pks, "primary_key_values": pk_values, "units": self.ds.table_metadata(database, table).get("units", {}), } if "foreign_key_tables" in (request.args.get("_extras") or "").split(","): data["foreign_key_tables"] = await self.foreign_key_tables( database, table, pk_values ) return ( data, template_data, ( f"row-{to_css_class(database)}-{to_css_class(table)}.html", "row.html", ), ) async def foreign_key_tables(self, database, table, pk_values): if len(pk_values) != 1: return [] db = self.ds.databases[database] all_foreign_keys = await db.get_all_foreign_keys() foreign_keys = all_foreign_keys[table]["incoming"] if len(foreign_keys) == 0: return [] sql = "select " + ", ".join( [ "(select count(*) from {table} where {column}=:id)".format( table=escape_sqlite(fk["other_table"]), column=escape_sqlite(fk["other_column"]), ) for fk in foreign_keys ] ) try: rows = list(await db.execute(sql, {"id": pk_values[0]})) except QueryInterrupted: # Almost certainly hit the timeout return [] foreign_table_counts = dict( zip( [(fk["other_table"], fk["other_column"]) for fk in foreign_keys], list(rows[0]), ) ) foreign_key_tables = [] for fk in foreign_keys: count = ( foreign_table_counts.get((fk["other_table"], fk["other_column"])) or 0 ) key = fk["other_column"] if key.startswith("_"): key += "__exact" link = "{}?{}={}".format( self.ds.urls.table(database, fk["other_table"]), key, ",".join(pk_values), ) foreign_key_tables.append({**fk, **{"count": count, "link": link}}) return foreign_key_tables