path: root/python/fatcat_tools/importers/common.py

import re
import sys
import csv
import json
import itertools
import subprocess
from collections import Counter
import pykafka

import fatcat_client
from fatcat_client.rest import ApiException


class EntityImporter:
    """
    Base class for fatcat entity importers.
    
    The API exposed to record iterator is:

        push_record(raw_record)
        finish()

    The API that implementations are expected to fill in are:

        want(raw_record) -> boolean
        parse(raw_record) -> entity
        try_update(entity) -> boolean
        insert_batch([entity]) -> None

    This class exposes helpers for implementations:

        self.api
        self.create_<entity>(entity) -> EntityEdit
            for related entity types
        self.push_entity(entity)
        self.counts['exits'] += 1
            if didn't update or insert because of existing)
        self.counts['update'] += 1
            if updated an entity
    """

    def __init__(self, api, **kwargs):

        eg_extra = kwargs.get('editgroup_extra', dict())
        eg_extra['git_rev'] = eg_extra.get('git_rev',
            subprocess.check_output(["git", "describe", "--always"]).strip()).decode('utf-8')
        eg_extra['agent'] = eg_extra.get('agent', 'fatcat_tools.EntityImporter')
        
        self.api = api
        self.bezerk_mode = kwargs.get('bezerk_mode', False)
        self.serial_mode = kwargs.get('serial_mode', False)
        self.edit_batch_size = kwargs.get('edit_batch_size', 100)
        self.editgroup_description = kwargs.get('editgroup_description')
        self.editgroup_extra = kwargs.get('editgroup_extra')
        self.counts = Counter({'skip': 0, 'insert': 0, 'update': 0, 'exists': 0})
        self._edit_count = 0
        self._editgroup_id = None
        self._entity_queue = []

        self._issnl_id_map = dict()
        self._orcid_id_map = dict()
        self._orcid_regex = re.compile("^\\d{4}-\\d{4}-\\d{4}-\\d{3}[\\dX]$")
        self._doi_id_map = dict()

    def push_record(self, raw_record):
        """
        Returns nothing.
        """
        if (not raw_record) or (not self.want(raw_record)):
            self.counts['skip'] += 1
            return
        entity = self.parse_record(raw_record)
        if not entity:
            self.counts['skip'] += 1
            return
        if self.bezerk_mode:
            self.push_entity(entity)
            return
        if self.try_update(entity):
            self.push_entity(entity)
        return

    def finish(self):
        if self._edit_count > 0:
            self.api.accept_editgroup(self._editgroup_id)
            self._editgroup_id = None
            self._edit_count = 0

        if self._entity_queue:
            self.insert_batch(self._entity_queue)
            self.counts['insert'] += len(self._entity_queue)
            self._entity_queue =  []

        self.counts['total'] = 0
        for key in ('skip', 'insert', 'update', 'exists'):
            self.counts['total'] += self.counts[key]
        return self.counts

    def _get_editgroup(self, edits=1):
        if self._edit_count >= self.edit_batch_size:
            self.api.accept_editgroup(self._editgroup_id)
            self._editgroup_id = None
            self._edit_count = 0

        if not self._editgroup_id:
            eg = self.api.create_editgroup(
                fatcat_client.Editgroup(
                    description=self.editgroup_description,
                    extra=self.editgroup_extra))
            self._editgroup_id = eg.editgroup_id

        self._edit_count += edits
        return self._editgroup_id

    def create_container(self, entity):
        eg_id = self._get_editgroup()
        self.counts['inserted.container'] += 1
        return self.api.create_container(entity, editgroup_id=eg_id)

    def create_release(self, entity):
        eg_id = self._get_editgroup()
        self.counts['inserted.release'] += 1
        return self.api.create_release(entity, editgroup_id=eg_id)

    def create_file(self, entity):
        eg_id = self._get_editgroup()
        self.counts['inserted.file'] += 1
        return self.api.create_file(entity, editgroup_id=eg_id)

    def updated(self):
        """
        Implementations should call this from try_update() if the update was successful
        """
        self.counts['update'] += 1

    def push_entity(self, entity):
        self._entity_queue.append(entity)
        if len(self._entity_queue) >= self.edit_batch_size:
            self.insert_batch(self._entity_queue)
            self.counts['insert'] += len(_entity_queue)
            self._entity_queue = 0

    def want(self, raw_record):
        """
        Implementations can override for optional fast-path to drop a record.
        Must have no side-effects; returns bool.
        """
        return True

    def parse(self, raw_record):
        """
        Returns an entity class type, or None if we should skip this one.

        May have side-effects (eg, create related entities), but shouldn't
        update/mutate the actual entity.
        """
        raise NotImplementedError

    def try_update(self, raw_record):
        """
        Passed the output of parse(). Should try to find an existing entity and
        update it (PUT), decide we should do nothing (based on the existing
        record), or create a new one.

        Implementations must update the exists/updated/skip counts
        appropriately in this method.

        Returns boolean: True if the entity should still be inserted, False otherwise
        """
        raise NotImplementedError

    def insert_batch(self, raw_record):
        raise NotImplementedError

    def is_orcid(self, orcid):
        return self._orcid_regex.match(orcid) is not None

    def lookup_orcid(self, orcid):
        """Caches calls to the Orcid lookup API endpoint in a local dict"""
        if not self.is_orcid(orcid):
            return None
        if orcid in self._orcid_id_map:
            return self._orcid_id_map[orcid]
        creator_id = None
        try:
            rv = self.api.lookup_creator(orcid=orcid)
            creator_id = rv.ident
        except ApiException as ae:
            # If anything other than a 404 (not found), something is wrong
            assert ae.status == 404
        self._orcid_id_map[orcid] = creator_id # might be None
        return creator_id

    def is_doi(self, doi):
        return doi.startswith("10.") and doi.count("/") >= 1

    def lookup_doi(self, doi):
        """Caches calls to the doi lookup API endpoint in a local dict"""
        assert self.is_doi(doi)
        doi = doi.lower()
        if doi in self._doi_id_map:
            return self._doi_id_map[doi]
        release_id = None
        try:
            rv = self.api.lookup_release(doi=doi)
            release_id = rv.ident
        except ApiException as ae:
            # If anything other than a 404 (not found), something is wrong
            assert ae.status == 404
        self._doi_id_map[doi] = release_id # might be None
        return release_id

    def is_issnl(self, issnl):
        return len(issnl) == 9 and issnl[4] == '-'

    def lookup_issnl(self, issnl):
        """Caches calls to the ISSN-L lookup API endpoint in a local dict"""
        if issnl in self._issnl_id_map:
            return self._issnl_id_map[issnl]
        container_id = None
        try:
            rv = self.api.lookup_container(issnl=issnl)
            container_id = rv.ident
        except ApiException as ae:
            # If anything other than a 404 (not found), something is wrong
            assert ae.status == 404
        self._issnl_id_map[issnl] = container_id # might be None
        return container_id

    def read_issn_map_file(self, issn_map_file):
        print("Loading ISSN map file...")
        self._issn_issnl_map = dict()
        for line in issn_map_file:
            if line.startswith("ISSN") or len(line) == 0:
                continue
            (issn, issnl) = line.split()[0:2]
            self._issn_issnl_map[issn] = issnl
            # double mapping makes lookups easy
            self._issn_issnl_map[issnl] = issnl
        print("Got {} ISSN-L mappings.".format(len(self._issn_issnl_map)))

    def issn2issnl(self, issn):
        if issn is None:
            return None
        return self._issn_issnl_map.get(issn)


class RecordPusher:
    """
    Base class for different importer sources. Pretty trivial interface, just
    wraps an importer and pushes records in to it.
    """

    def __init__(self, importer, **kwargs):
        self.importer = importer

    def run(self):
        """
        This will look something like:

            for line in sys.stdin:
                record = json.loads(line)
                self.importer.push_record(record)
            print(self.importer.finish())
        """
        raise NotImplementedError


class JsonLinePusher(RecordPusher):

    def __init__(self, importer, json_file, **kwargs):
        self.importer = importer
        self.json_file = json_file

    def run(self):
        for line in self.json_file:
            if not line:
                continue
            record = json.loads(line)
            self.importer.push_record(record)
        print(self.importer.finish())


class CsvPusher(RecordPusher):

    def __init__(self, importer, csv_file, **kwargs):
        self.importer = importer
        self.reader = csv.DictReader(csv_file, delimiter=kwargs.get('delimiter', ','))

    def run(self):
        for line in self.reader:
            if not line:
                continue
            self.importer.push_record(line)
        print(self.importer.finish())


class LinePusher(RecordPusher):

    def __init__(self, importer, text_file, **kwargs):
        self.importer = importer
        self.text_file = text_file

    def run(self):
        for line in self.text_file:
            if not line:
                continue
            self.importer.push_record(line)
        print(self.importer.finish())


class KafkaJsonPusher(RecordPusher):

    def __init__(self, importer, kafka_hosts, kafka_env, topic_suffix, group, **kwargs):
        self.importer = importer
        self.consumer = make_kafka_consumer(
            kafka_hosts,
            kafka_env,
            topic_suffix,
            group,
        )

    def run(self):
        count = 0
        for msg in self.consumer:
            if not msg:
                continue
            record = json.loads(msg.value.decode('utf-8'))
            self.importer.push_record(record)
            count += 1
            if count % 500 == 0:
                print("Import counts: {}".format(self.importer.counts))
        # TODO: should catch UNIX signals (HUP?) to shutdown cleanly, and/or
        # commit the current batch if it has been lingering
        print(self.importer.finish())


def make_kafka_consumer(hosts, env, topic_suffix, group):
    topic_name = "fatcat-{}.{}".format(env, topic_suffix).encode('utf-8')
    client = pykafka.KafkaClient(hosts=hosts, broker_version="1.0.0")
    consume_topic = client.topics[topic_name]
    print("Consuming from kafka topic {}, group {}".format(topic_name, group))

    consumer = consume_topic.get_balanced_consumer(
        consumer_group=group.encode('utf-8'),
        managed=True,
        auto_commit_enable=True,
        auto_commit_interval_ms=30000, # 30 seconds
        compacted_topic=True,
    )
    return consumer