Table Extractor Hook and _lakefs_tables format

pkg/actions/lua.go

@@ -205,7 +205,7 @@ func NewLuaHook(h ActionHook, action *Action, cfg Config, e *http.Server) (Hook,
 			Args:   args,
 		}, nil
 	} else if !errors.Is(err, errMissingKey) {
-		// 'script' was provided but is empty or of the wrong type..
+		// 'script' was provided but is empty or of the wrong type.
 		return nil, err
 	}
 

pkg/actions/lua/lakefs/catalogexport/common.lua

@@ -0,0 +1,23 @@
+function lakefs_object_it(lakefs_client, repo_id, commit_id, after, prefix, page_size, delimiter)
+    local next_offset = after
+    local has_more = true
+    return function()
+        if not has_more then
+            return nil
+        end
+        local code, resp = lakefs_client.list_objects(repo_id, commit_id, next_offset, prefix, delimiter, page_size)
+        if code ~= 200 then
+            error("lakeFS: could not list objects in: " .. prefix .. ", error: " .. resp.message)
+        end
+        local objects = resp.results
+        has_more = resp.pagination.has_more
+        next_offset = resp.pagination.next_offset
+        return objects
+    end
+end
+
+return {
+    lakefs_object_it=lakefs_object_it,
+    SHORT_DIGEST_LEN=6,
+    LAKEFS_DEFAULT_PAGE_SIZE=30,
+}

pkg/actions/lua/lakefs/catalogexport/lib.lua

@@ -0,0 +1,22 @@
+local extractor = require("lakefs/catalogexport/table_extractor") 
+local common = require("lakefs/catalogexport/common") 
+
+-- resolve ref value from action.action.event_type 
+function ref_from_branch_or_tag() 
+    tag_events = {  ["pre-create-tag"] = true,  ["post-create-tag"] = true }
+    branch_events = {  ["pre-create-branch"] = true,  ["post-create-branch"] = true }
+    commit_events = {  ["post-commit"] = true, ["post-merge"] = true }
+    local ref
+    if tag_events[action.event_type] then
+        return action.tag_id, nil 
+    elseif branch_events[action.event_type] or commit_events[action.event_type] then
+        return action.branch_id, nil 
+    else
+        return nil, "unsupported event type: " .. action.event_type
+    end
+end
+
+return {
+    TableExtractor = extractor.TableExtractor,
+    ref_from_branch_or_tag=ref_from_branch_or_tag,
+}

pkg/actions/lua/lakefs/catalogexport/table_extractor.lua

@@ -0,0 +1,183 @@
+local pathlib = require("path")
+local strings = require("strings")
+local yaml = require("encoding/yaml")
+local lakefs = require("lakefs")
+local json = require("encoding/json")
+local common = require("lakefs/catalogexport/common")
+
+-- return partition table from path by based on columns in partition_cols
+function get_partition_values(partition_cols, path)
+    local vals = {}
+    splitted_path = strings.split(path, pathlib.default_separator())
+    for _, part in pairs(splitted_path) do
+        for _, col in ipairs(partition_cols) do
+            local prefix = col .. "="
+            if strings.has_prefix(part, prefix) then
+                vals[col] = part:sub(#prefix + 1)
+            end
+        end
+    end
+    return vals
+end
+
+-- extract partition substr from full path
+function extract_partition_prefix_from_path(partition_cols, path)
+    local partitions = get_partition_values(partition_cols, path)
+    local partitions_list = {}
+    -- iterate partition_cols to maintain order  
+    for _, col in pairs(partition_cols) do
+        table.insert(partitions_list, col .. "=" .. partitions[col])
+    end
+    local partition_key = table.concat(partitions_list, pathlib.default_separator())
+    return partition_key
+end
+
+-- Hive format partition iterator each result set is a collection of files under the same partition
+function lakefs_hive_partition_it(client, repo_id, commit_id, base_path, page_size, delimiter, partition_cols)
+    local after = ""
+    local has_more = true
+    local prefix = base_path
+    local target_partition = ""
+    return function()
+        if not has_more then
+            return nil
+        end
+        local partition_entries = {}
+        local iter = common.lakefs_object_it(client, repo_id, commit_id, after, prefix, page_size, delimiter)
+        for entries in iter do
+            for _, entry in ipairs(entries) do
+                is_hidden = pathlib.is_hidden(pathlib.parse(entry.path).base_name)
+                if not is_hidden and entry.path_type == "object" then
+                    local partition_key = extract_partition_prefix_from_path(partition_cols, entry.path)
+                    -- first time: if not set, assign current object partition as the target_partition key 
+                    if target_partition == "" then
+                        target_partition = partition_key
+                    end
+                    -- break if current entry does not belong to the target_partition
+                    if partition_key ~= target_partition then
+                        -- next time start searching AFTER the last used key 
+                        after = partition_entries[#partition_entries].path
+                        local partition_result = target_partition
+                        target_partition = partition_key
+                        return partition_result, partition_entries
+                    end
+                    table.insert(partition_entries, {
+                        physical_address = entry.physical_address,
+                        path = entry.path,
+                        size = entry.size_bytes,
+                        checksum = entry.checksum
+                    })
+                end
+            end
+        end
+        has_more = false
+        return target_partition, partition_entries
+    end
+end
+
+-- Define the HiveTable class
+local HiveTable = {}
+HiveTable.__index = HiveTable
+
+-- Factory function to create new instances
+function HiveTable.new(repo_id, ref_id, commit_id, path, name, partition_cols, schema)
+    local self = setmetatable({}, HiveTable)
+    self.repo_id = repo_id
+    self.ref_id = ref_id
+    self.commit_id = commit_id
+    self._path = path
+    self._name = name
+    self.schema = schema
+    self.partition_cols = partition_cols
+    self._iter_page_size = common.LAKEFS_DEFAULT_PAGE_SIZE
+    return self
+end
+
+-- Define methods
+function HiveTable:name()
+    return self._name
+end
+
+function HiveTable:description()
+    return string.format('Hive table representation for `lakefs://%s/%s/%s` digest: %s', self.repo_id, self.ref_id,
+        tostring(self._path), self.commit_id:sub(1, common.SHORT_DIGEST_LEN))
+end
+
+function HiveTable:path()
+    return self._path
+end
+
+function HiveTable:min_reader_version()
+    return 1
+end
+
+function HiveTable:schema_string()
+    return json.marshal(self.schema)
+end
+
+function HiveTable:partition_columns()
+    return self.partition_cols
+end
+
+function HiveTable:version()
+    return 0
+end
+
+function HiveTable:partition_iterator()
+    return lakefs_hive_partition_it(lakefs, self.repo_id, self.commit_id, self._path, self._iter_page_size, "",
+        self.partition_cols)
+end
+
+local TableExtractor = {}
+TableExtractor.__index = TableExtractor
+
+function TableExtractor.new(repository_id, ref, commit_id)
+    local self = setmetatable({}, TableExtractor)
+    self.tables_registry_base = pathlib.join(pathlib.default_separator(), '_lakefs_tables/')
+    self.repository_id = repository_id
+    self.commit_id = commit_id
+    self.ref = ref
+    self._iter_page_size = common.LAKEFS_DEFAULT_PAGE_SIZE
+    return self
+end
+
+-- list all YAML files in _lakefs_tables
+function TableExtractor:list_table_definitions()
+    local table_entries = {}
+    local iter = common.lakefs_object_it(lakefs, self.repository_id, self.commit_id, "", self.tables_registry_base,
+        self._iter_page_size, "")
+    for entries in iter do
+        for _, entry in ipairs(entries) do
+            is_hidden = pathlib.is_hidden(pathlib.parse(entry.path).base_name)
+            is_yaml = strings.has_suffix(entry.path, ".yaml")
+            if not is_hidden and is_yaml and entry.path_type == "object" then
+                table.insert(table_entries, {
+                    physical_address = entry.physical_address,
+                    path = entry.path
+                })
+            end
+        end
+    end
+    return table_entries
+end
+
+-- return concrete table instance 
+function TableExtractor:get_table(logical_path)
+    code, content = lakefs.get_object(self.repository_id, self.commit_id, logical_path)
+    if code ~= 200 then
+        error("could not fetch data file: HTTP " .. tostring(code))
+    end
+
+    descriptor = yaml.unmarshal(content)
+    -- TODO(isan) decide where to handle different table parsing? (delta table / glue table etc)
+    if descriptor.type == 'hive' then
+        return HiveTable.new(self.repository_id, self.ref, self.commit_id, descriptor.path, descriptor.name,
+            descriptor.partition_columns or {}, descriptor.schema), nil
+    end
+    return nil, "NotImplemented: table type: " .. descriptor.type .. " path: " .. logical_path
+end
+
+return {
+    TableExtractor = TableExtractor,
+    lakefs_hive_partition_it = lakefs_hive_partition_it
+}