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development .. main

Author SHA1 Message Date
wjones 4f7c88e96e Merge pull request 'Refactor README.md for clarity and detail: enhance project description, add features, usage examples, and troubleshooting sections; remove outdated mongo2pgsql.py and search_mongodb.py files' (#6) from development into main 
Reviewed-on: #6
 2026-02-06 18:05:01 +00:00
wjones a80c692786 Merge pull request 'development' (#5) from development into main 
Reviewed-on: #5
 2026-02-06 17:15:34 +00:00
wjones 613a52d3da Merge pull request 'development' (#4) from development into main 
Reviewed-on: #4
 2026-02-06 15:39:04 +00:00
12 changed files with 122 additions and 172595 deletions
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.gitignore
-4
View File
@@ -19,9 +19,5 @@ dbsync.log.*
.idea .idea
/log /log
/venv /venv
/temp/post_tvmaze_updates.json
/temp/post_tvmaze_updates.json.* /temp/post_tvmaze_updates.json.*
/temp/tvmaze_updates.json
/temp.skip_ids.txt
/archived /archived
settings/tvsync_settings.cfg
db/query_utils.py
-270
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@@ -1,270 +0,0 @@
"""MongoDB query utilities for filtering documents by update timestamp."""
__author__ = 'Wendell Jones'
from typing import Any, Dict, List, Optional
from datetime import datetime, timedelta, timezone
import logging
logger = logging.getLogger(__name__)
class MongoQueryUtils:
"""Utilities for querying MongoDB collections."""
@staticmethod
def get_recent_updates(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
query_filter: Optional[Dict] = None,
) -> List[Dict[str, Any]]:
"""
Find documents updated in the last N minutes.
Handles both epoch timestamps (int/float) and ISO datetime strings.
Args:
collection: PyMongo collection object.
minutes: Number of minutes to look back (default: 60).
updated_field: Name of the updated timestamp field (default: 'updated').
query_filter: Additional MongoDB query filter to apply (optional).
Returns:
List of documents updated within the time window.
Example:
from db.query_utils import MongoQueryUtils
recent = MongoQueryUtils.get_recent_updates(
collection=mongo_db['series'],
minutes=60,
updated_field='updated',
)
print(f"Found {len(recent)} recently updated documents")
"""
if query_filter is None:
query_filter = {}
# Calculate cutoff time (60 minutes ago)
now = datetime.now(timezone.utc)
cutoff_time = now - timedelta(minutes=minutes)
cutoff_epoch = int(cutoff_time.timestamp())
logger.info(
f"Searching for documents updated in last {minutes} minutes "
f"(since {cutoff_time.isoformat()})"
)
# Build query for documents updated after cutoff
# Support both epoch timestamps and ISO datetime strings
query = {
**query_filter,
'$or': [
# Epoch timestamp (int/float)
{updated_field: {'$gte': cutoff_epoch}},
# ISO datetime string
{updated_field: {'$gte': cutoff_time.isoformat()}},
]
}
documents = list(collection.find(query))
logger.info(f"Found {len(documents)} documents matching criteria")
return documents
@staticmethod
def get_recent_updates_by_id(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
id_field: str = 'id',
query_filter: Optional[Dict] = None,
) -> List[int]:
"""
Get IDs of documents updated in the last N minutes.
Useful for batch processing or sync operations.
Args:
collection: PyMongo collection object.
minutes: Number of minutes to look back (default: 60).
updated_field: Name of the updated timestamp field (default: 'updated').
id_field: Name of the ID field (default: 'id').
query_filter: Additional MongoDB query filter (optional).
Returns:
List of document IDs that were recently updated.
Example:
ids = MongoQueryUtils.get_recent_updates_by_id(
collection=mongo_db['series'],
minutes=60,
)
print(f"Series IDs to update: {ids}")
"""
docs = MongoQueryUtils.get_recent_updates(
collection=collection,
minutes=minutes,
updated_field=updated_field,
query_filter=query_filter,
)
ids = [doc.get(id_field) for doc in docs if id_field in doc]
return ids
@staticmethod
def get_updates_since(
collection: Any,
since_timestamp: Optional[Any] = None,
minutes: int = 60,
updated_field: str = 'updated',
query_filter: Optional[Dict] = None,
) -> List[Dict[str, Any]]:
"""
Find documents updated since a specific timestamp or N minutes ago.
Args:
collection: PyMongo collection object.
since_timestamp: Epoch int, float, or ISO datetime string (optional).
If None, defaults to N minutes ago (see minutes parameter).
minutes: If since_timestamp is None, look back this many minutes (default: 60).
updated_field: Name of the updated timestamp field (default: 'updated').
query_filter: Additional MongoDB query filter (optional).
Returns:
List of documents updated since the timestamp.
Example:
# Get updates since a specific timestamp
cutoff = 1704067200 # Epoch timestamp
docs = MongoQueryUtils.get_updates_since(
collection=mongo_db['series'],
since_timestamp=cutoff,
)
# Or use default 60 minutes ago
docs = MongoQueryUtils.get_updates_since(
collection=mongo_db['series'],
)
# Or specify different time window
docs = MongoQueryUtils.get_updates_since(
collection=mongo_db['series'],
minutes=120, # Last 2 hours
)
"""
if query_filter is None:
query_filter = {}
# If no timestamp provided, use minutes parameter to calculate cutoff
if since_timestamp is None:
now = datetime.now(timezone.utc)
cutoff_time = now - timedelta(minutes=minutes)
since_timestamp = int(cutoff_time.timestamp())
logger.info(f"Using default {minutes} minutes ago: {cutoff_time.isoformat()}")
query = {
**query_filter,
'$or': [
{updated_field: {'$gte': since_timestamp}},
{updated_field: {'$gte': str(since_timestamp)}},
]
}
documents = list(collection.find(query))
logger.info(f"Found {len(documents)} documents updated since {since_timestamp}")
return documents
@staticmethod
def count_recent_updates(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
query_filter: Optional[Dict] = None,
) -> int:
"""
Count documents updated in the last N minutes.
Args:
collection: PyMongo collection object.
minutes: Number of minutes to look back (default: 60).
updated_field: Name of the updated timestamp field (default: 'updated').
query_filter: Additional MongoDB query filter (optional).
Returns:
Count of recently updated documents.
Example:
count = MongoQueryUtils.count_recent_updates(
collection=mongo_db['series'],
minutes=60,
)
print(f"{count} series were updated in the last hour")
"""
if query_filter is None:
query_filter = {}
now = datetime.now(timezone.utc)
cutoff_time = now - timedelta(minutes=minutes)
cutoff_epoch = int(cutoff_time.timestamp())
query = {
**query_filter,
'$or': [
{updated_field: {'$gte': cutoff_epoch}},
{updated_field: {'$gte': cutoff_time.isoformat()}},
]
}
count = collection.count_documents(query)
return count
# Convenience functions
def get_recent_updates(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
query_filter: Optional[Dict] = None,
) -> List[Dict[str, Any]]:
"""Find documents updated in the last N minutes."""
return MongoQueryUtils.get_recent_updates(
collection=collection,
minutes=minutes,
updated_field=updated_field,
query_filter=query_filter,
)
def get_recent_ids(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
id_field: str = 'id',
query_filter: Optional[Dict] = None,
) -> List[int]:
"""Get IDs of documents updated in the last N minutes."""
return MongoQueryUtils.get_recent_updates_by_id(
collection=collection,
minutes=minutes,
updated_field=updated_field,
id_field=id_field,
query_filter=query_filter,
)
def count_recent(
collection: Any,
minutes: int = 60,
updated_field: str = 'updated',
query_filter: Optional[Dict] = None,
) -> int:
"""Count documents updated in the last N minutes."""
return MongoQueryUtils.count_recent_updates(
collection=collection,
minutes=minutes,
updated_field=updated_field,
query_filter=query_filter,
)
db/schema_generator.py
+2 -91
View File
@@ -335,7 +335,7 @@ def create_postgres_table_from_mongo(
class MongoDocumentInserter: class MongoDocumentInserter:
"""Insert MongoDB documents into PostgreSQL tables with type conversion.""" """Insert MongoDB documents into PostgreSQL tables with type conversion."""
def __init__(self, batch_size: int = 10000): def __init__(self, batch_size: int = 1000):
""" """
Initialize the document inserter. Initialize the document inserter.
@@ -530,25 +530,8 @@ class MongoDocumentInserter:
if on_conflict: if on_conflict:
insert_sql += f" {on_conflict}" insert_sql += f" {on_conflict}"
# Use different strategies depending on whether ON CONFLICT is needed.
# For ON CONFLICT updates, per-row execution is slow; use psycopg2's
# execute_values to perform fast multi-row INSERT ... VALUES (...) ON CONFLICT ...
if on_conflict:
try:
# Prepare ordered tuples for insertion
values_list = []
for doc in prepared:
values_list.append(tuple(doc.get(col) for col in column_names))
# Build base INSERT with placeholder for execute_values
insert_base = f"INSERT INTO {full_table_name} ({cols_str}) VALUES %s {on_conflict}"
# Use raw DB-API connection for execute_values
try:
import psycopg2
except Exception:
# Fall back to SQLAlchemy executemany if psycopg2 not available
with engine.begin() as conn: with engine.begin() as conn:
if on_conflict:
for doc in prepared: for doc in prepared:
try: try:
conn.execute(text(insert_sql), [doc]) conn.execute(text(insert_sql), [doc])
@@ -558,78 +541,6 @@ class MongoDocumentInserter:
raise raise
logger.info(f"Inserted {total_inserted} documents into {full_table_name}") logger.info(f"Inserted {total_inserted} documents into {full_table_name}")
else: else:
# Use a single staging temporary table per insert_documents call.
# Stream each batch into the temp table via COPY, then run one
# INSERT ... SELECT ... ON CONFLICT ... to upsert all rows.
raw_conn = engine.raw_connection()
try:
cur = raw_conn.cursor()
import io
import csv
import time
import os
temp_name = f"tmp_{table_name}_{int(time.time())}_{os.getpid()}"
try:
# Create temporary table once
cur.execute(f"CREATE TEMP TABLE {temp_name} (LIKE {full_table_name} INCLUDING ALL);")
# Stream batches into temp table
for i in range(0, len(prepared), self.batch_size):
batch = prepared[i:i + self.batch_size]
try:
sio = io.StringIO()
writer = csv.writer(sio)
for doc in batch:
row = []
for col in column_names:
val = doc.get(col)
if val is None:
row.append('\\N')
else:
row.append(val)
writer.writerow(row)
sio.seek(0)
copy_sql = f"COPY {temp_name} ({cols_str}) FROM STDIN WITH CSV NULL '\\N'"
cur.copy_expert(copy_sql, sio)
raw_conn.commit()
batch_count = len(batch)
total_inserted += batch_count
logger.info(f"Copied {batch_count} rows into staging {temp_name} (total staged: {total_inserted})")
except Exception as e:
raw_conn.rollback()
logger.error(f"Error copying batch into {temp_name}: {e}")
raise
# Perform a single upsert from the staging table
try:
insert_from_temp = f"INSERT INTO {full_table_name} ({cols_str}) SELECT {cols_str} FROM {temp_name} {on_conflict}"
cur.execute(insert_from_temp)
raw_conn.commit()
logger.info(f"Upserted staged rows from {temp_name} into {full_table_name}")
except Exception as e:
raw_conn.rollback()
logger.error(f"Error upserting from {temp_name} into {full_table_name}: {e}")
raise
finally:
# Temp table will be dropped on commit/connection close, ensure commit
try:
raw_conn.commit()
except Exception:
pass
finally:
try:
cur.close()
except Exception:
pass
try:
raw_conn.close()
except Exception:
pass
except Exception:
raise
else:
with engine.begin() as conn:
for i in range(0, len(prepared), self.batch_size): for i in range(0, len(prepared), self.batch_size):
batch = prepared[i:i + self.batch_size] batch = prepared[i:i + self.batch_size]
try: try:
json_downloader.py
+1 -47
View File
@@ -1,10 +1,9 @@
#!/usr/bin/python3 #!/usr/bin/env python3
import os import os
import json import json
import requests import requests
import time import time
import logging
def download_json_to_file(api_url, outputdir, output_file, lprint): def download_json_to_file(api_url, outputdir, output_file, lprint):
""" """
@@ -21,48 +20,3 @@ def download_json_to_file(api_url, outputdir, output_file, lprint):
except Exception as e: except Exception as e:
lprint.logprint("info", f"Downloadinng {outputdir}{output_file} for series ID: {output_file.replace('.json', '')} failed: {e}") lprint.logprint("info", f"Downloadinng {outputdir}{output_file} for series ID: {output_file.replace('.json', '')} failed: {e}")
def main():
# Download data from an API endpoint to a specified file in JSON format
api_url = 'https://sample-api.com/data'
outputdir = '/home/user/'
outputfile = 'data.json'
lprint = Logprint('output')
try:
download_json_to_file(api_url, outputdir, outputfile)
print("Download successful!")
except Exception as e:
# Handle any exceptions that occur during the download process and log them
lprint.logprint("info", f"Downloading {outputdir}{outputfile} failed with error:{e}")
exit(1)
logger = logging.getLogger(__name__) # Use __name__ as the name for the logger
formatter = logging.Formatter('%(asctime)s:%(levelname)s:%(message)s')
fh = logging.FileHandler('logfilename.txt') # Create a file handler object
fh.setFormatter(formatter)
sh = logging.StreamHandler() # Create a stream handler object (for console output)
sh.setFormatter(formatter)
logger.setLevel(logging.INFO) # Set the level of messages to log. Possible values are DEBUG, INFO, WARNING, ERROR, and CRITICAL. Default is INFO
if not logger.hasHandlers():
logger.addHandler(fh) # Add file handler object to the logger object
if not logger.handlers:
logger.addHandler(sh) # Add stream handler object to the logger object
try:
download_json_to_file() # Your function that you want to log the output of
except Exception as e: # Handle exceptions if any occur
logger.error(f"Error while running {download_json_to_file}: {e}")
else:
# If no exceptions are encountered, write a INFO message to the log file
logger.info(f"{download_json_to_file} completed successfully.")
if __name__ == "__main__":
main()
logs/Logger.py
+2 -2
View File
@@ -44,12 +44,12 @@ class LPrint:
"""Check the log file size and rotate if necessary.""" """Check the log file size and rotate if necessary."""
log_size = os.path.getsize(self.logfile) log_size = os.path.getsize(self.logfile)
print(f'Logfile Size: {log_size} ({self.humanbytes(log_size)})') print(f'Logfile Size: {log_size} ({self.humanbytes(log_size)})')
if force_rotate or log_size > 50_000_000: # 10 MB if force_rotate or log_size > 10_000_000: # 10 MB
self.rotate_logs() self.rotate_logs()
def rotate_logs(self): def rotate_logs(self):
"""Rotate the log file.""" """Rotate the log file."""
from logs.logrotater import LogRotate # Assuming logrotater is a custom module from logrotater import LogRotate # Assuming logrotater is a custom module
rotater = LogRotate(prefix=self.logfile, verbose=True) rotater = LogRotate(prefix=self.logfile, verbose=True)
try: try:
rotater.rotate() rotater.rotate()
logs/logrotater.py
-112
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@@ -1,112 +0,0 @@
#!/usr/bin/env python
''' A python logrotate library'''
import os
import glob
__author__ = 'Kyle Laplante'
__copyright__ = 'Copyright 2013, Kyle Laplante'
__date__ = '07-07-2013'
__license__ = 'GPL'
__version__ = '1.3'
__email__ = 'kyle.laplante@gmail.com'
class LogRotateException(Exception):
pass
class LogRotate:
"""This library is a simple logrotater (or file rotater).
Simply pass in the path to the main logfile and this
library will rotate all the logs by an increment of 1.
Example:
import logrotater
rotater = logrotater.LogRotate(prefix='/home/kyle/p4.log', verbose=True)
rotater.rotate()
The prefix path should be the path of the main logfile without the .N extension.
The previous example would rotate /home/kyle/p4.log.N to /home/kyle/p4.log.N+1,
move /home/kyle/p4.log to /home/kyle/p4.log.1 and create a new empty /home/kyle/p4.log."""
def __init__(self, *args, **kwargs):
'''Required kwargs: prefix="some path"
Optional kwargs: verbose=True
If verbose is True then LogRotate will print what it is doing with each file.'''
self.verbose = kwargs.get('verbose', False)
for k, v in kwargs.items():
setattr(self, k, v)
if not os.path.isfile(self.prefix):
raise LogRotateException("Must use a valid prefix filename")
def rotate(self, *args, **kwargs):
self.files = glob.glob(self.prefix + "*")
if not len(self.files) > 0:
raise LogRotateException(
"No files with the prefix %s found" % self.prefix)
self.nums = []
for file in self.files:
try:
self.nums.append(int(file.split(self.prefix + '.')[-1]))
except ValueError:
pass
self.nums.sort()
self.nums.reverse()
for num in self.nums:
new_num = num + 1
if self.verbose:
print("moving %s.%d to %s.%d" % (self.prefix, num, self.prefix, new_num))
os.rename("%s.%d" % (self.prefix, num), "%s.%d" %
(self.prefix, new_num))
if self.verbose:
print("moving %s to %s.1" % (self.prefix, self.prefix))
os.rename(self.prefix, self.prefix + '.1')
self.touch(self.prefix)
def touch(self, path):
'''a simple method to touch a file'''
if self.verbose:
print("Creating file: %s" % path)
f = open(path, 'a')
os.utime(path, None)
if __name__ == '__main__':
from optparse import OptionParser
import sys
usage = '''%prog [options] <file prefix>
File prefix is the path to the main logfile.'''
parser = OptionParser(usage=usage)
parser.add_option(
'-p', '--prefix', dest='prefix', default=None, help='Filename prefix.')
parser.add_option('-v', '--verbose', dest='verbose',
action='store_true', default=False, help='Enable verbose output')
(opts, args) = parser.parse_args()
if opts.prefix is None:
print("Please enter a filename prefix")
sys.exit(1)
try:
rotater = LogRotate(prefix=opts.prefix, verbose=opts.verbose)
except LogRotateException as e:
print(e)
sys.exit(1)
try:
rotater.rotate()
except LogRotateException as e:
print(e)
sys.exit(1)
mongodb2postgres.py
+91 -365
View File
@@ -1,394 +1,120 @@
#!/usr/bin/env python3 #!/usr/bin/env python3
# -*- coding: utf-8 -*- # -*- coding: utf-8 -*-
import os import os
import logging import time
import sys import sys
from typing import Dict, Tuple, Any from tqdm import tqdm
import logs.Logger
from db.functions import settype, dbmongo from db.functions import settype, dbmongo
from datetime import datetime
import json
from db.schema_generator import MongoToPostgresSchemaGenerator, MongoDocumentInserter from db.schema_generator import MongoToPostgresSchemaGenerator, MongoDocumentInserter
import settings.config import settings.config
def set_apienv(urls, uprocess, dbengine, dbExec, updatesBase, lprint):
# Configuration constants """Populate updates table from the API and return available updates.
SAMPLE_SIZE = 10000
BATCH_SIZE = 10000
SCHEMA_NAME = 'updates'
PK_FIELD = 'id'
# Table-to-collection mapping
TABLE_CONFIG = {
'seriesdata': 'mgseries',
'episodesdata': 'mgepisodes',
'actorsdata': 'mgactors',
'charactersdata': 'mgcharacters',
'crewdata': 'mgcrew',
}
def setup_logger() -> logging.Logger:
"""Initialize and return configured logger."""
logger = logging.getLogger(__name__)
if not logger.handlers:
handler = logging.StreamHandler()
formatter = logging.Formatter('%(asctime)s - %(levelname)s - %(message)s')
handler.setFormatter(formatter)
logger.addHandler(handler)
logger.setLevel(logging.INFO)
return logger
def initialize_environment(root_dir: str) -> Tuple[Dict[str, Any], Any, Any]:
"""Initialize config, database engine, and MongoDB updater.
Args: Args:
root_dir: Root directory path urls: URL configuration with an "updatesurl" key.
uprocess: URL loader instance with `get_data`.
jget: JSON processor with `jconvert`.
dbengine: database engine dict (expects key "engine").
dbExec: database execution helper with `update_tvupdates` and `rawsql_select`.
updatesBase: list-like containing tables (uses index 8 for updates table).
lprint: logger instance with `logprint`.
Returns: Returns:
Tuple of (options dict, db engine, mongo updater) List of tuples (seriesid, timestamp) representing available updates.
""" """
logger = logging.getLogger(__name__) #updatetable = updatesBase[8]
try: #inputdata = uprocess.get_data(urls["updatesurl"])
config_options = settings.config.Config(root_dir) #lprint.logprint("info", f"Retrieved {len(availableupdates)} rows for processing......")
options = config_options.config_options #
newupdates = dbExec.rawsql_select(
if not options: dbengine["engine"],
raise ValueError("Configuration is empty") "select seriesid,timestamp from updates.tvupdates",
lprint
dbtype = options.get('dbtype')
apitype = options.get('apitype')
if not dbtype or not apitype:
raise ValueError("Missing required config options: dbtype, apitype")
dbs = settype(dbtype, apitype, options)
dbengine = dbs.dbengine
mongo_updater = dbmongo(options)
logger.info("Environment initialized successfully")
return options, dbengine, mongo_updater
except Exception as e:
logger.error(f"Failed to initialize environment: {e}")
raise
def create_tables(
generator: MongoToPostgresSchemaGenerator,
mongo_updater: Any,
dbengine: Dict[str, Any],
table_config: Dict[str, str],
logger: logging.Logger
) -> Dict[str, Dict[str, Any]]:
"""Create PostgreSQL tables and return cached schemas.
Args:
generator: Schema generator instance
mongo_updater: MongoDB updater instance
dbengine: Database engine configuration
table_config: Mapping of table names to MongoDB collection attributes
logger: Logger instance
Returns:
Dict mapping table names to their schemas
"""
schemas = {}
for table_name, collection_attr in table_config.items():
try:
# Get MongoDB collection
collection = getattr(mongo_updater, collection_attr, None)
if not collection:
logger.warning(f"Collection '{collection_attr}' not found on mongo_updater")
continue
# Analyze schema
schema = generator.analyze_collection(mongo_updater, collection)
schemas[table_name] = schema
# Generate and display SQL
sql = generator.generate_create_table_sql(
table_name,
schema_name=SCHEMA_NAME,
pk_field=PK_FIELD,
) )
logger.info(f"Schema for {table_name}:\n{sql}") return newupdates
# Create table in PostgreSQL
ROOTDIR = os.getcwd()
config_options = settings.config.Config(ROOTDIR)
options = config_options.config_options
dbtype, apitype = options["dbtype"], options["apitype"]
dbs = settype(dbtype, apitype, options)
dbclass, dbengine = dbs.dbclass, dbs.dbengine
mongo_updater = dbmongo(options)
generator = MongoToPostgresSchemaGenerator(sample_size=100)
tableNames = ['seriesdata', 'episodesdata', 'actorsdata', 'charactersdata', 'crewdata']
for tableName in tableNames:
# Generate and print the schema for each collection
schema = generator.analyze_collection(mongo_updater, getattr(mongo_updater, f'mg{tableName[:-4]}'))
sql = generator.generate_create_table_sql(
tableName,
schema_name='updates',
pk_field='id' if tableName == 'seriesdata' else 'id',
)
print(f"--- SQL Schema for {tableName} ---")
print(sql)
print("\n")
# Or create it directly
generator.create_table_in_postgres( generator.create_table_in_postgres(
dbengine, dbengine,
table_name, tableName,
schema_name=SCHEMA_NAME, schema_name='updates',
pk_field=PK_FIELD, #pk_field='seriesid' if tableName == 'seriesdata' else 'id',
pk_field='id',
drop_existing=True, drop_existing=True,
) )
logger.info(f"Table '{table_name}' created/recreated successfully")
except Exception as e:
logger.error(f"Failed to create table '{table_name}': {e}")
continue
return schemas
def build_upsert_clause(schema: Dict[str, Any], pk_field: str) -> str:
"""Build SQL ON CONFLICT clause for upsert.
Args: inserter = MongoDocumentInserter(batch_size=1000)
schema: Column schema dictionary
pk_field: Primary key field name
Returns: # Map table names to their MongoDB collections and primary keys
ON CONFLICT clause string collection_map = {
""" 'seriesdata': (mongo_updater.mgseries, 'id'),
# Exclude primary key and MongoDB's _id field from updates 'episodesdata': (mongo_updater.mgepisodes, 'id'),
update_cols = [ 'actorsdata': (mongo_updater.mgactors, 'id'),
col.lower() for col in schema.keys() 'charactersdata': (mongo_updater.mgcharacters, 'id'),
if col.lower() != pk_field.lower() and col != '_id' 'crewdata': (mongo_updater.mgcrew, 'id'),
] }
if not update_cols:
return f"ON CONFLICT ({pk_field}) DO NOTHING"
# Insert documents from collections with UPSERT
for tableName in tableNames:
if tableName in collection_map:
collection, pk_field = collection_map[tableName]
# Build ON CONFLICT ... DO UPDATE clause
# Re-analyze the specific collection so we have the correct fields
schema = generator.analyze_collection(mongo_updater, collection)
# Use lowercased column names to match PostgreSQL unquoted identifiers
update_cols = [col.lower() for col in schema.keys() if col.lower() != pk_field.lower() and col != '_id']
update_clause = ', '.join([f"{col}=EXCLUDED.{col}" for col in update_cols]) update_clause = ', '.join([f"{col}=EXCLUDED.{col}" for col in update_cols])
return f"ON CONFLICT ({pk_field}) DO UPDATE SET {update_clause}" on_conflict = f"ON CONFLICT ({pk_field}) DO UPDATE SET {update_clause}"
count = inserter.insert_from_collection(
def should_update_document( engine=dbengine,
doc_id: Any, table_name=tableName,
doc_updated: Any, collection=collection,
dbengine: Dict[str, Any], schema_name='updates',
table_name: str, on_conflict=on_conflict,
schema_name: str, )
logger: logging.Logger print(f"Inserted/Updated {count} documents in {tableName}")
) -> bool:
"""Compare document's updated timestamp to the database row's updated timestamp.
Args:
doc_id: Document ID from MongoDB
doc_updated: Updated timestamp from MongoDB document
dbengine: Database engine configuration
table_name: Target table name
schema_name: Target schema name
logger: Logger instance
Returns:
True if document should be updated (MongoDB is newer), False otherwise
"""
if doc_updated is None:
logger.debug(f"Document {doc_id} has no 'updated' field, will update")
return True
try:
from sqlalchemy import text
# Query the database for the existing record's updated timestamp
query = text(f"""
SELECT updated FROM {schema_name}.{table_name}
WHERE id = :id
""")
with dbengine['engine'].connect() as conn:
result = conn.execute(query, {'id': doc_id}).fetchone()
# If record doesn't exist, update it
if result is None:
logger.debug(f"Record {doc_id} not in DB, will insert")
return True
db_updated = result[0]
# Compare timestamps
if db_updated is None:
logger.debug(f"Record {doc_id} has NULL updated in DB, will update")
return True
# Only update if MongoDB version is newer
should_update = doc_updated > db_updated
if not should_update:
logger.debug(f"Record {doc_id}: DB updated={db_updated} >= doc updated={doc_updated}, skipping")
else: else:
logger.debug(f"Record {doc_id}: doc updated={doc_updated} > DB updated={db_updated}, updating") print(f"Warning: No collection mapping for {tableName}")
return should_update # # Or directly from MongoDB collection
# count = inserter.insert_from_collection(
# engine=dbengine,
# table_name='seriesdata',
# collection=mongo_db['series'],
# schema_name='dbo',
# on_conflict="DO NOTHING",
# )
# if __name__ == "__main__":
# sys.exit(main())
except Exception as e:
logger.warning(f"Error comparing timestamps for {doc_id}: {e}. Proceeding with update.")
return True
def insert_documents(
inserter: MongoDocumentInserter,
mongo_updater: Any,
dbengine: Dict[str, Any],
table_config: Dict[str, str],
schemas: Dict[str, Dict[str, Any]],
logger: logging.Logger,
compare_timestamps: bool = True
) -> None:
"""Insert/upsert documents from MongoDB collections to PostgreSQL.
Args:
inserter: Document inserter instance
mongo_updater: MongoDB updater instance
dbengine: Database engine configuration
table_config: Mapping of table names to MongoDB collection attributes
schemas: Cached schemas from table creation
logger: Logger instance
compare_timestamps: If True, only update if MongoDB doc is newer than DB record
"""
total_inserted = 0
total_skipped = 0
for table_name, collection_attr in table_config.items():
if table_name not in schemas:
logger.warning(f"Skipping '{table_name}' - schema not available")
continue
try:
# Get collection and schema
collection = getattr(mongo_updater, collection_attr)
schema = schemas[table_name]
# Build upsert clause
on_conflict = build_upsert_clause(schema, PK_FIELD)
# If timestamp comparison is enabled, filter documents before inserting
if compare_timestamps:
logger.info(f"Filtering {table_name} documents by updated timestamp and batching every {BATCH_SIZE}...")
batch = []
batch_num = 0
for doc in collection.find():
doc_id = doc.get(PK_FIELD)
doc_updated = doc.get('updated')
if should_update_document(doc_id, doc_updated, dbengine, table_name, SCHEMA_NAME, logger):
batch.append(doc)
else:
total_skipped += 1
# When batch reaches size, insert and reset
if len(batch) >= BATCH_SIZE:
batch_num += 1
try:
# Explicit transaction per batch
with dbengine['engine'].begin():
count = inserter.insert_documents(
engine=dbengine,
table_name=table_name,
documents=batch,
schema_name=SCHEMA_NAME,
on_conflict=on_conflict,
)
total_inserted += count
logger.info(f"Batch {batch_num}: Inserted/Updated {count} documents into '{table_name}' (committed)")
except Exception as e:
logger.error(f"Batch {batch_num} failed for '{table_name}': {e}")
finally:
batch = []
# Insert any remaining docs in the final batch
if batch:
batch_num += 1
try:
with dbengine['engine'].begin():
count = inserter.insert_documents(
engine=dbengine,
table_name=table_name,
documents=batch,
schema_name=SCHEMA_NAME,
on_conflict=on_conflict,
)
total_inserted += count
logger.info(f"Final batch {batch_num}: Inserted/Updated {count} documents into '{table_name}' (committed)")
except Exception as e:
logger.error(f"Final batch {batch_num} failed for '{table_name}': {e}")
finally:
batch = []
else:
# Insert all documents without timestamp comparison
# Stream and batch inserts to avoid memory spikes
batch = []
batch_num = 0
for doc in collection.find():
batch.append(doc)
if len(batch) >= BATCH_SIZE:
batch_num += 1
try:
with dbengine['engine'].begin():
count = inserter.insert_documents(
engine=dbengine,
table_name=table_name,
documents=batch,
schema_name=SCHEMA_NAME,
on_conflict=on_conflict,
)
total_inserted += count
logger.info(f"Batch {batch_num}: Inserted/Updated {count} documents into '{table_name}' (committed)")
except Exception as e:
logger.error(f"Batch {batch_num} failed for '{table_name}': {e}")
finally:
batch = []
if batch:
batch_num += 1
try:
with dbengine['engine'].begin():
count = inserter.insert_documents(
engine=dbengine,
table_name=table_name,
documents=batch,
schema_name=SCHEMA_NAME,
on_conflict=on_conflict,
)
total_inserted += count
logger.info(f"Final batch {batch_num}: Inserted/Updated {count} documents into '{table_name}' (committed)")
except Exception as e:
logger.error(f"Final batch {batch_num} failed for '{table_name}': {e}")
finally:
batch = []
except Exception as e:
logger.error(f"Failed to insert documents into '{table_name}': {e}")
continue
logger.info(f"Total documents inserted/updated: {total_inserted}, skipped: {total_skipped}")
def main() -> int:
"""Main entry point for MongoDB to PostgreSQL sync."""
logger = setup_logger()
try:
root_dir = os.getcwd()
# Initialize environment
options, dbengine, mongo_updater = initialize_environment(root_dir)
# Create schema generator and inserter
generator = MongoToPostgresSchemaGenerator(sample_size=SAMPLE_SIZE)
inserter = MongoDocumentInserter(batch_size=BATCH_SIZE)
# Create tables and get cached schemas
logger.info("Creating PostgreSQL tables...")
schemas = create_tables(generator, mongo_updater, dbengine, TABLE_CONFIG, logger)
if not schemas:
logger.error("No schemas were successfully created. Aborting insert.")
return 1
# Insert documents from MongoDB
logger.info("Inserting documents from MongoDB...")
insert_documents(inserter, mongo_updater, dbengine, TABLE_CONFIG, schemas, logger)
logger.info("MongoDB to PostgreSQL sync completed successfully")
return 0
except Exception as e:
logger.error(f"Sync failed: {e}", exc_info=True)
return 1
if __name__ == "__main__":
sys.exit(main())
settings/tvsync_settings.cfg
+1 -1
View File
@@ -5,7 +5,7 @@ loglevel=info
sqlserver_driver=ODBC Driver 13 for SQL Server sqlserver_driver=ODBC Driver 13 for SQL Server
hostname=192.168.128.3 hostname=192.168.128.3
mghostname=192.168.128.24 mghostname=192.168.128.24
dbname=media_dbsync dbname=media_dbsync2
mgdbname=tvdata mgdbname=tvdata
mysqlusername=root mysqlusername=root
pgsqlusername=postgres pgsqlusername=postgres
settings/tvsync_settings.cfg.template
-86
View File
@@ -1,86 +0,0 @@
[global]
loglevel=info
[dbsettings]
sqlserver_driver=ODBC Driver 13 for SQL Server
hostname=192.168.128.3
mghostname=192.168.128.24
dbname=media_dbsync
mgdbname=tvdata
mysqlusername=root
pgsqlusername=postgres
mssqlusername=sa
mysqlpassword=Optimus0329
pgsqlpassword=Optimus0329
mssqlpassword=Optimus0329
pgsqlport=5432
mysqlport=3306
mssqlport=1433
mgport=27017
[api]
type=tvmaze
[json]
seriesapi=http://api.tvmaze.com/shows?page=<pagenum>
showapi=http://api.tvmaze.com/shows/<tvmazeid>
episodeapi=http://api.tvmaze.com/shows/<tvmazeid>/episodes
aliasapi=http://api.tvmaze.com/shows/<tvmazeid>/akas
castapi=http://api.tvmaze.com/shows/<tvmazeid>/cast
crewapi=http://api.tvmaze.com/shows/<tvmazeid>/crew
creditsapi=http://api.tvmaze.com/people/<actorid>/castcredits
updatesapi=http://api.tvmaze.com/updates/shows
[database]
dbtype=pgsql
updateschema=updates
initialize=0
initload=0
[updatetype]
#valid values are: daily, weekly, monthly, full, custom
type=full
full=full
monthly=1219200
weekly=604800
daily=86400
12h=23200
6h = 16600
# If settype = custom set below line to the number of seconds you want updates for.
custom=4150
cacheskip = 1
refreshcache = 0
# Field names for series insert query
# field01: nextepisode,
# field02: previousepisode,
# field03: mazeurl,
# field04: tvdbid,
# field05: tvrageid,
# field06: genres,
# field07: tvmazeid,
# field08: mediumimage,
# field09: originalimage,
# field10: showlanguage,
# field11: seriesname,
# field12: webchannelcountrycode,
# field13: webchannelcountryname,
# field14: webchannelcountrytimezone,
# field15: webchannelid,
# field16: webchannelname,
# field17: networkcountrycode,
# field18: networkcountryname,
# field19: networkcountrytimezone,
# field20: networkid,
# field21: networkname,
# field22: premierdate,
# field23: showrating,
# field24: showruntime,
# field25: airdays,
# field26: scheduletime,
# field27: showstatus,
# field28: showoverview,
# field29: showtype,
# field30: showupdated,
# field31: apilink,
# field32: showweight
temp/post_tvmaze_updates.template
-84763
View File
File diff suppressed because it is too large Load Diff
temp/skip_ids.template
-986
View File
@@ -1,986 +0,0 @@
137;http://api.tvmaze.com/people/137/castcredits
145;http://api.tvmaze.com/people/145/castcredits
137;http://api.tvmaze.com/people/137/castcredits
145;http://api.tvmaze.com/people/145/castcredits
211;http://api.tvmaze.com/people/211/castcredits
214;http://api.tvmaze.com/people/214/castcredits
315;http://api.tvmaze.com/people/315/castcredits
368;http://api.tvmaze.com/people/368/castcredits
416;http://api.tvmaze.com/people/416/castcredits
473;http://api.tvmaze.com/people/473/castcredits
557;http://api.tvmaze.com/people/557/castcredits
577;http://api.tvmaze.com/people/577/castcredits
583;http://api.tvmaze.com/people/583/castcredits
635;http://api.tvmaze.com/people/635/castcredits
688;http://api.tvmaze.com/people/688/castcredits
743;http://api.tvmaze.com/people/743/castcredits
771;http://api.tvmaze.com/people/771/castcredits
811;http://api.tvmaze.com/people/811/castcredits
817;http://api.tvmaze.com/people/817/castcredits
823;http://api.tvmaze.com/people/823/castcredits
864;http://api.tvmaze.com/people/864/castcredits
1008;http://api.tvmaze.com/people/1008/castcredits
1037;http://api.tvmaze.com/people/1037/castcredits
1100;http://api.tvmaze.com/people/1100/castcredits
1238;http://api.tvmaze.com/people/1238/castcredits
1267;http://api.tvmaze.com/people/1267/castcredits
1314;http://api.tvmaze.com/people/1314/castcredits
1358;http://api.tvmaze.com/people/1358/castcredits
1375;http://api.tvmaze.com/people/1375/castcredits
1394;http://api.tvmaze.com/people/1394/castcredits
1555;http://api.tvmaze.com/people/1555/castcredits
1611;http://api.tvmaze.com/people/1611/castcredits
1749;http://api.tvmaze.com/people/1749/castcredits
1813;http://api.tvmaze.com/people/1813/castcredits
2002;http://api.tvmaze.com/people/2002/castcredits
2041;http://api.tvmaze.com/people/2041/castcredits
2101;http://api.tvmaze.com/people/2101/castcredits
2191;http://api.tvmaze.com/people/2191/castcredits
2233;http://api.tvmaze.com/people/2233/castcredits
2280;http://api.tvmaze.com/people/2280/castcredits
2292;http://api.tvmaze.com/people/2292/castcredits
2307;http://api.tvmaze.com/people/2307/castcredits
2339;http://api.tvmaze.com/people/2339/castcredits
2342;http://api.tvmaze.com/people/2342/castcredits
2408;http://api.tvmaze.com/people/2408/castcredits
2428;http://api.tvmaze.com/people/2428/castcredits
2466;http://api.tvmaze.com/people/2466/castcredits
2542;http://api.tvmaze.com/people/2542/castcredits
2545;http://api.tvmaze.com/people/2545/castcredits
2654;http://api.tvmaze.com/people/2654/castcredits
2692;http://api.tvmaze.com/people/2692/castcredits
2735;http://api.tvmaze.com/people/2735/castcredits
2736;http://api.tvmaze.com/people/2736/castcredits
2737;http://api.tvmaze.com/people/2737/castcredits
2743;http://api.tvmaze.com/people/2743/castcredits
2745;http://api.tvmaze.com/people/2745/castcredits
2747;http://api.tvmaze.com/people/2747/castcredits
2963;http://api.tvmaze.com/people/2963/castcredits
2972;http://api.tvmaze.com/people/2972/castcredits
3020;http://api.tvmaze.com/people/3020/castcredits
3032;http://api.tvmaze.com/people/3032/castcredits
3046;http://api.tvmaze.com/people/3046/castcredits
3092;http://api.tvmaze.com/people/3092/castcredits
3261;http://api.tvmaze.com/people/3261/castcredits
3302;http://api.tvmaze.com/people/3302/castcredits
3346;http://api.tvmaze.com/people/3346/castcredits
3428;http://api.tvmaze.com/people/3428/castcredits
3454;http://api.tvmaze.com/people/3454/castcredits
3464;http://api.tvmaze.com/people/3464/castcredits
3505;http://api.tvmaze.com/people/3505/castcredits
3581;http://api.tvmaze.com/people/3581/castcredits
3777;http://api.tvmaze.com/people/3777/castcredits
3841;http://api.tvmaze.com/people/3841/castcredits
3878;http://api.tvmaze.com/people/3878/castcredits
3909;http://api.tvmaze.com/people/3909/castcredits
3942;http://api.tvmaze.com/people/3942/castcredits
3944;http://api.tvmaze.com/people/3944/castcredits
3946;http://api.tvmaze.com/people/3946/castcredits
3948;http://api.tvmaze.com/people/3948/castcredits
3950;http://api.tvmaze.com/people/3950/castcredits
3952;http://api.tvmaze.com/people/3952/castcredits
3954;http://api.tvmaze.com/people/3954/castcredits
3965;http://api.tvmaze.com/people/3965/castcredits
4046;http://api.tvmaze.com/people/4046/castcredits
4193;http://api.tvmaze.com/people/4193/castcredits
4261;http://api.tvmaze.com/people/4261/castcredits
4276;http://api.tvmaze.com/people/4276/castcredits
4379;http://api.tvmaze.com/people/4379/castcredits
4395;http://api.tvmaze.com/people/4395/castcredits
4406;http://api.tvmaze.com/people/4406/castcredits
4445;http://api.tvmaze.com/people/4445/castcredits
4492;http://api.tvmaze.com/people/4492/castcredits
4548;http://api.tvmaze.com/people/4548/castcredits
4585;http://api.tvmaze.com/people/4585/castcredits
4601;http://api.tvmaze.com/people/4601/castcredits
4677;http://api.tvmaze.com/people/4677/castcredits
4820;http://api.tvmaze.com/people/4820/castcredits
4841;http://api.tvmaze.com/people/4841/castcredits
4851;http://api.tvmaze.com/people/4851/castcredits
4908;http://api.tvmaze.com/people/4908/castcredits
4911;http://api.tvmaze.com/people/4911/castcredits
4941;http://api.tvmaze.com/people/4941/castcredits
4983;http://api.tvmaze.com/people/4983/castcredits
5010;http://api.tvmaze.com/people/5010/castcredits
5013;http://api.tvmaze.com/people/5013/castcredits
5019;http://api.tvmaze.com/people/5019/castcredits
5051;http://api.tvmaze.com/people/5051/castcredits
5066;http://api.tvmaze.com/people/5066/castcredits
5198;http://api.tvmaze.com/people/5198/castcredits
5205;http://api.tvmaze.com/people/5205/castcredits
5208;http://api.tvmaze.com/people/5208/castcredits
5209;http://api.tvmaze.com/people/5209/castcredits
5210;http://api.tvmaze.com/people/5210/castcredits
5211;http://api.tvmaze.com/people/5211/castcredits
5212;http://api.tvmaze.com/people/5212/castcredits
5233;http://api.tvmaze.com/people/5233/castcredits
5277;http://api.tvmaze.com/people/5277/castcredits
5425;http://api.tvmaze.com/people/5425/castcredits
5450;http://api.tvmaze.com/people/5450/castcredits
5584;http://api.tvmaze.com/people/5584/castcredits
5615;http://api.tvmaze.com/people/5615/castcredits
5622;http://api.tvmaze.com/people/5622/castcredits
5758;http://api.tvmaze.com/people/5758/castcredits
5760;http://api.tvmaze.com/people/5760/castcredits
5777;http://api.tvmaze.com/people/5777/castcredits
5885;http://api.tvmaze.com/people/5885/castcredits
5934;http://api.tvmaze.com/people/5934/castcredits
5936;http://api.tvmaze.com/people/5936/castcredits
5950;http://api.tvmaze.com/people/5950/castcredits
5952;http://api.tvmaze.com/people/5952/castcredits
5954;http://api.tvmaze.com/people/5954/castcredits
5992;http://api.tvmaze.com/people/5992/castcredits
5994;http://api.tvmaze.com/people/5994/castcredits
5996;http://api.tvmaze.com/people/5996/castcredits
5998;http://api.tvmaze.com/people/5998/castcredits
6000;http://api.tvmaze.com/people/6000/castcredits
6002;http://api.tvmaze.com/people/6002/castcredits
6004;http://api.tvmaze.com/people/6004/castcredits
6006;http://api.tvmaze.com/people/6006/castcredits
6008;http://api.tvmaze.com/people/6008/castcredits
6010;http://api.tvmaze.com/people/6010/castcredits
6012;http://api.tvmaze.com/people/6012/castcredits
6014;http://api.tvmaze.com/people/6014/castcredits
6016;http://api.tvmaze.com/people/6016/castcredits
6018;http://api.tvmaze.com/people/6018/castcredits
6071;http://api.tvmaze.com/people/6071/castcredits
6130;http://api.tvmaze.com/people/6130/castcredits
6158;http://api.tvmaze.com/people/6158/castcredits
6185;http://api.tvmaze.com/people/6185/castcredits
6197;http://api.tvmaze.com/people/6197/castcredits
6199;http://api.tvmaze.com/people/6199/castcredits
6201;http://api.tvmaze.com/people/6201/castcredits
6203;http://api.tvmaze.com/people/6203/castcredits
6205;http://api.tvmaze.com/people/6205/castcredits
6207;http://api.tvmaze.com/people/6207/castcredits
6463;http://api.tvmaze.com/people/6463/castcredits
6471;http://api.tvmaze.com/people/6471/castcredits
6642;http://api.tvmaze.com/people/6642/castcredits
6693;http://api.tvmaze.com/people/6693/castcredits
6719;http://api.tvmaze.com/people/6719/castcredits
6741;http://api.tvmaze.com/people/6741/castcredits
6801;http://api.tvmaze.com/people/6801/castcredits
6943;http://api.tvmaze.com/people/6943/castcredits
7063;http://api.tvmaze.com/people/7063/castcredits
7251;http://api.tvmaze.com/people/7251/castcredits
7282;http://api.tvmaze.com/people/7282/castcredits
7320;http://api.tvmaze.com/people/7320/castcredits
7574;http://api.tvmaze.com/people/7574/castcredits
7591;http://api.tvmaze.com/people/7591/castcredits
7686;http://api.tvmaze.com/people/7686/castcredits
7730;http://api.tvmaze.com/people/7730/castcredits
7740;http://api.tvmaze.com/people/7740/castcredits
7815;http://api.tvmaze.com/people/7815/castcredits
7834;http://api.tvmaze.com/people/7834/castcredits
7848;http://api.tvmaze.com/people/7848/castcredits
7876;http://api.tvmaze.com/people/7876/castcredits
7950;http://api.tvmaze.com/people/7950/castcredits
8071;http://api.tvmaze.com/people/8071/castcredits
8081;http://api.tvmaze.com/people/8081/castcredits
8089;http://api.tvmaze.com/people/8089/castcredits
8171;http://api.tvmaze.com/people/8171/castcredits
8218;http://api.tvmaze.com/people/8218/castcredits
8382;http://api.tvmaze.com/people/8382/castcredits
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9931;http://api.tvmaze.com/people/9931/castcredits
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16552;http://api.tvmaze.com/people/16552/castcredits
16559;http://api.tvmaze.com/people/16559/castcredits
16563;http://api.tvmaze.com/people/16563/castcredits
16564;http://api.tvmaze.com/people/16564/castcredits
16567;http://api.tvmaze.com/people/16567/castcredits
16568;http://api.tvmaze.com/people/16568/castcredits
16569;http://api.tvmaze.com/people/16569/castcredits
16574;http://api.tvmaze.com/people/16574/castcredits
16578;http://api.tvmaze.com/people/16578/castcredits
16579;http://api.tvmaze.com/people/16579/castcredits
16580;http://api.tvmaze.com/people/16580/castcredits
16586;http://api.tvmaze.com/people/16586/castcredits
16587;http://api.tvmaze.com/people/16587/castcredits
16588;http://api.tvmaze.com/people/16588/castcredits
16593;http://api.tvmaze.com/people/16593/castcredits
16596;http://api.tvmaze.com/people/16596/castcredits
16597;http://api.tvmaze.com/people/16597/castcredits
16598;http://api.tvmaze.com/people/16598/castcredits
16601;http://api.tvmaze.com/people/16601/castcredits
16602;http://api.tvmaze.com/people/16602/castcredits
16605;http://api.tvmaze.com/people/16605/castcredits
16617;http://api.tvmaze.com/people/16617/castcredits
16618;http://api.tvmaze.com/people/16618/castcredits
16626;http://api.tvmaze.com/people/16626/castcredits
16627;http://api.tvmaze.com/people/16627/castcredits
16628;http://api.tvmaze.com/people/16628/castcredits
16633;http://api.tvmaze.com/people/16633/castcredits
16634;http://api.tvmaze.com/people/16634/castcredits
16635;http://api.tvmaze.com/people/16635/castcredits
16642;http://api.tvmaze.com/people/16642/castcredits
16643;http://api.tvmaze.com/people/16643/castcredits
16649;http://api.tvmaze.com/people/16649/castcredits
16651;http://api.tvmaze.com/people/16651/castcredits
16657;http://api.tvmaze.com/people/16657/castcredits
16664;http://api.tvmaze.com/people/16664/castcredits
16665;http://api.tvmaze.com/people/16665/castcredits
16666;http://api.tvmaze.com/people/16666/castcredits
16670;http://api.tvmaze.com/people/16670/castcredits
16671;http://api.tvmaze.com/people/16671/castcredits
16672;http://api.tvmaze.com/people/16672/castcredits
16678;http://api.tvmaze.com/people/16678/castcredits
16680;http://api.tvmaze.com/people/16680/castcredits
16685;http://api.tvmaze.com/people/16685/castcredits
16690;http://api.tvmaze.com/people/16690/castcredits
16691;http://api.tvmaze.com/people/16691/castcredits
16692;http://api.tvmaze.com/people/16692/castcredits
16696;http://api.tvmaze.com/people/16696/castcredits
16697;http://api.tvmaze.com/people/16697/castcredits
16698;http://api.tvmaze.com/people/16698/castcredits
16704;http://api.tvmaze.com/people/16704/castcredits
16705;http://api.tvmaze.com/people/16705/castcredits
16706;http://api.tvmaze.com/people/16706/castcredits
16708;http://api.tvmaze.com/people/16708/castcredits
16712;http://api.tvmaze.com/people/16712/castcredits
16718;http://api.tvmaze.com/people/16718/castcredits
16719;http://api.tvmaze.com/people/16719/castcredits
16720;http://api.tvmaze.com/people/16720/castcredits
16726;http://api.tvmaze.com/people/16726/castcredits
16727;http://api.tvmaze.com/people/16727/castcredits
16737;http://api.tvmaze.com/people/16737/castcredits
16738;http://api.tvmaze.com/people/16738/castcredits
16741;http://api.tvmaze.com/people/16741/castcredits
16751;http://api.tvmaze.com/people/16751/castcredits
16753;http://api.tvmaze.com/people/16753/castcredits
16759;http://api.tvmaze.com/people/16759/castcredits
16766;http://api.tvmaze.com/people/16766/castcredits
16769;http://api.tvmaze.com/people/16769/castcredits
16771;http://api.tvmaze.com/people/16771/castcredits
16787;http://api.tvmaze.com/people/16787/castcredits
16788;http://api.tvmaze.com/people/16788/castcredits
16797;http://api.tvmaze.com/people/16797/castcredits
16798;http://api.tvmaze.com/people/16798/castcredits
16802;http://api.tvmaze.com/people/16802/castcredits
16803;http://api.tvmaze.com/people/16803/castcredits
16804;http://api.tvmaze.com/people/16804/castcredits
16808;http://api.tvmaze.com/people/16808/castcredits
16813;http://api.tvmaze.com/people/16813/castcredits
16814;http://api.tvmaze.com/people/16814/castcredits
16817;http://api.tvmaze.com/people/16817/castcredits
16824;http://api.tvmaze.com/people/16824/castcredits
16825;http://api.tvmaze.com/people/16825/castcredits
16826;http://api.tvmaze.com/people/16826/castcredits
16827;http://api.tvmaze.com/people/16827/castcredits
16828;http://api.tvmaze.com/people/16828/castcredits
16834;http://api.tvmaze.com/people/16834/castcredits
16835;http://api.tvmaze.com/people/16835/castcredits
16836;http://api.tvmaze.com/people/16836/castcredits
16837;http://api.tvmaze.com/people/16837/castcredits
16838;http://api.tvmaze.com/people/16838/castcredits
16839;http://api.tvmaze.com/people/16839/castcredits
16844;http://api.tvmaze.com/people/16844/castcredits
16845;http://api.tvmaze.com/people/16845/castcredits
16854;http://api.tvmaze.com/people/16854/castcredits
16858;http://api.tvmaze.com/people/16858/castcredits
16859;http://api.tvmaze.com/people/16859/castcredits
16971;http://api.tvmaze.com/people/16971/castcredits
17044;http://api.tvmaze.com/people/17044/castcredits
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17306;http://api.tvmaze.com/people/17306/castcredits
17334;http://api.tvmaze.com/people/17334/castcredits
17371;http://api.tvmaze.com/people/17371/castcredits
17445;http://api.tvmaze.com/people/17445/castcredits
17470;http://api.tvmaze.com/people/17470/castcredits
17505;http://api.tvmaze.com/people/17505/castcredits
17558;http://api.tvmaze.com/people/17558/castcredits
17588;http://api.tvmaze.com/people/17588/castcredits
17640;http://api.tvmaze.com/people/17640/castcredits
17657;http://api.tvmaze.com/people/17657/castcredits
17719;http://api.tvmaze.com/people/17719/castcredits
17736;http://api.tvmaze.com/people/17736/castcredits
17783;http://api.tvmaze.com/people/17783/castcredits
17818;http://api.tvmaze.com/people/17818/castcredits
17890;http://api.tvmaze.com/people/17890/castcredits
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17954;http://api.tvmaze.com/people/17954/castcredits
18043;http://api.tvmaze.com/people/18043/castcredits
18080;http://api.tvmaze.com/people/18080/castcredits
18086;http://api.tvmaze.com/people/18086/castcredits
18308;http://api.tvmaze.com/people/18308/castcredits
18469;http://api.tvmaze.com/people/18469/castcredits
18508;http://api.tvmaze.com/people/18508/castcredits
18676;http://api.tvmaze.com/people/18676/castcredits
18880;http://api.tvmaze.com/people/18880/castcredits
18882;http://api.tvmaze.com/people/18882/castcredits
19047;http://api.tvmaze.com/people/19047/castcredits
19107;http://api.tvmaze.com/people/19107/castcredits
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19214;http://api.tvmaze.com/people/19214/castcredits
19228;http://api.tvmaze.com/people/19228/castcredits
19441;http://api.tvmaze.com/people/19441/castcredits
19502;http://api.tvmaze.com/people/19502/castcredits
19504;http://api.tvmaze.com/people/19504/castcredits
19536;http://api.tvmaze.com/people/19536/castcredits
19559;http://api.tvmaze.com/people/19559/castcredits
19606;http://api.tvmaze.com/people/19606/castcredits
19611;http://api.tvmaze.com/people/19611/castcredits
19619;http://api.tvmaze.com/people/19619/castcredits
19640;http://api.tvmaze.com/people/19640/castcredits
19686;http://api.tvmaze.com/people/19686/castcredits
19689;http://api.tvmaze.com/people/19689/castcredits
19690;http://api.tvmaze.com/people/19690/castcredits
19691;http://api.tvmaze.com/people/19691/castcredits
19699;http://api.tvmaze.com/people/19699/castcredits
19769;http://api.tvmaze.com/people/19769/castcredits
19788;http://api.tvmaze.com/people/19788/castcredits
19840;http://api.tvmaze.com/people/19840/castcredits
20084;http://api.tvmaze.com/people/20084/castcredits
20213;http://api.tvmaze.com/people/20213/castcredits
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20421;http://api.tvmaze.com/people/20421/castcredits
20463;http://api.tvmaze.com/people/20463/castcredits
20468;http://api.tvmaze.com/people/20468/castcredits
20540;http://api.tvmaze.com/people/20540/castcredits
20570;http://api.tvmaze.com/people/20570/castcredits
20580;http://api.tvmaze.com/people/20580/castcredits
20647;http://api.tvmaze.com/people/20647/castcredits
20668;http://api.tvmaze.com/people/20668/castcredits
20671;http://api.tvmaze.com/people/20671/castcredits
20797;http://api.tvmaze.com/people/20797/castcredits
20811;http://api.tvmaze.com/people/20811/castcredits
20812;http://api.tvmaze.com/people/20812/castcredits
20813;http://api.tvmaze.com/people/20813/castcredits
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20822;http://api.tvmaze.com/people/20822/castcredits
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20862;http://api.tvmaze.com/people/20862/castcredits
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20905;http://api.tvmaze.com/people/20905/castcredits
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20929;http://api.tvmaze.com/people/20929/castcredits
21001;http://api.tvmaze.com/people/21001/castcredits
21003;http://api.tvmaze.com/people/21003/castcredits
21035;http://api.tvmaze.com/people/21035/castcredits
21057;http://api.tvmaze.com/people/21057/castcredits
21062;http://api.tvmaze.com/people/21062/castcredits
21075;http://api.tvmaze.com/people/21075/castcredits
21077;http://api.tvmaze.com/people/21077/castcredits
21078;http://api.tvmaze.com/people/21078/castcredits
21084;http://api.tvmaze.com/people/21084/castcredits
21085;http://api.tvmaze.com/people/21085/castcredits
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21165;http://api.tvmaze.com/people/21165/castcredits
21170;http://api.tvmaze.com/people/21170/castcredits
21171;http://api.tvmaze.com/people/21171/castcredits
21176;http://api.tvmaze.com/people/21176/castcredits
21177;http://api.tvmaze.com/people/21177/castcredits
21181;http://api.tvmaze.com/people/21181/castcredits
21185;http://api.tvmaze.com/people/21185/castcredits
21186;http://api.tvmaze.com/people/21186/castcredits
21189;http://api.tvmaze.com/people/21189/castcredits
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21192;http://api.tvmaze.com/people/21192/castcredits
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21203;http://api.tvmaze.com/people/21203/castcredits
21204;http://api.tvmaze.com/people/21204/castcredits
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21209;http://api.tvmaze.com/people/21209/castcredits
21210;http://api.tvmaze.com/people/21210/castcredits
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21213;http://api.tvmaze.com/people/21213/castcredits
21214;http://api.tvmaze.com/people/21214/castcredits
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21244;http://api.tvmaze.com/people/21244/castcredits
21245;http://api.tvmaze.com/people/21245/castcredits
21246;http://api.tvmaze.com/people/21246/castcredits
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21265;http://api.tvmaze.com/people/21265/castcredits
21266;http://api.tvmaze.com/people/21266/castcredits
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21280;http://api.tvmaze.com/people/21280/castcredits
21281;http://api.tvmaze.com/people/21281/castcredits
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21644;http://api.tvmaze.com/people/21644/castcredits
21645;http://api.tvmaze.com/people/21645/castcredits
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21666;http://api.tvmaze.com/people/21666/castcredits
21667;http://api.tvmaze.com/people/21667/castcredits
21671;http://api.tvmaze.com/people/21671/castcredits
21674;http://api.tvmaze.com/people/21674/castcredits
21695;http://api.tvmaze.com/people/21695/castcredits
21709;http://api.tvmaze.com/people/21709/castcredits
21710;http://api.tvmaze.com/people/21710/castcredits
21719;http://api.tvmaze.com/people/21719/castcredits
21720;http://api.tvmaze.com/people/21720/castcredits
21721;http://api.tvmaze.com/people/21721/castcredits
21739;http://api.tvmaze.com/people/21739/castcredits
21744;http://api.tvmaze.com/people/21744/castcredits
21745;http://api.tvmaze.com/people/21745/castcredits
21752;http://api.tvmaze.com/people/21752/castcredits
21755;http://api.tvmaze.com/people/21755/castcredits
21756;http://api.tvmaze.com/people/21756/castcredits
21770;http://api.tvmaze.com/people/21770/castcredits
21776;http://api.tvmaze.com/people/21776/castcredits
21783;http://api.tvmaze.com/people/21783/castcredits
21789;http://api.tvmaze.com/people/21789/castcredits
21790;http://api.tvmaze.com/people/21790/castcredits
21799;http://api.tvmaze.com/people/21799/castcredits
21806;http://api.tvmaze.com/people/21806/castcredits
21807;http://api.tvmaze.com/people/21807/castcredits
21821;http://api.tvmaze.com/people/21821/castcredits
21822;http://api.tvmaze.com/people/21822/castcredits
21836;http://api.tvmaze.com/people/21836/castcredits
21840;http://api.tvmaze.com/people/21840/castcredits
21841;http://api.tvmaze.com/people/21841/castcredits
21842;http://api.tvmaze.com/people/21842/castcredits
21844;http://api.tvmaze.com/people/21844/castcredits
21845;http://api.tvmaze.com/people/21845/castcredits
21854;http://api.tvmaze.com/people/21854/castcredits
21855;http://api.tvmaze.com/people/21855/castcredits
21872;http://api.tvmaze.com/people/21872/castcredits
21873;http://api.tvmaze.com/people/21873/castcredits
21874;http://api.tvmaze.com/people/21874/castcredits
21883;http://api.tvmaze.com/people/21883/castcredits
21884;http://api.tvmaze.com/people/21884/castcredits
21885;http://api.tvmaze.com/people/21885/castcredits
21886;http://api.tvmaze.com/people/21886/castcredits
21901;http://api.tvmaze.com/people/21901/castcredits
21902;http://api.tvmaze.com/people/21902/castcredits
21905;http://api.tvmaze.com/people/21905/castcredits
21906;http://api.tvmaze.com/people/21906/castcredits
21911;http://api.tvmaze.com/people/21911/castcredits
21919;http://api.tvmaze.com/people/21919/castcredits
21920;http://api.tvmaze.com/people/21920/castcredits
21925;http://api.tvmaze.com/people/21925/castcredits
21928;http://api.tvmaze.com/people/21928/castcredits
21930;http://api.tvmaze.com/people/21930/castcredits
21936;http://api.tvmaze.com/people/21936/castcredits
21939;http://api.tvmaze.com/people/21939/castcredits
21942;http://api.tvmaze.com/people/21942/castcredits
21943;http://api.tvmaze.com/people/21943/castcredits
22007;http://api.tvmaze.com/people/22007/castcredits
22059;http://api.tvmaze.com/people/22059/castcredits
22063;http://api.tvmaze.com/people/22063/castcredits
22064;http://api.tvmaze.com/people/22064/castcredits
22069;http://api.tvmaze.com/people/22069/castcredits
22076;http://api.tvmaze.com/people/22076/castcredits
22078;http://api.tvmaze.com/people/22078/castcredits
22086;http://api.tvmaze.com/people/22086/castcredits
22095;http://api.tvmaze.com/people/22095/castcredits
22099;http://api.tvmaze.com/people/22099/castcredits
22104;http://api.tvmaze.com/people/22104/castcredits
22146;http://api.tvmaze.com/people/22146/castcredits
22147;http://api.tvmaze.com/people/22147/castcredits
22172;http://api.tvmaze.com/people/22172/castcredits
22176;http://api.tvmaze.com/people/22176/castcredits
22193;http://api.tvmaze.com/people/22193/castcredits
22198;http://api.tvmaze.com/people/22198/castcredits
22199;http://api.tvmaze.com/people/22199/castcredits
22204;http://api.tvmaze.com/people/22204/castcredits
22211;http://api.tvmaze.com/people/22211/castcredits
22214;http://api.tvmaze.com/people/22214/castcredits
22215;http://api.tvmaze.com/people/22215/castcredits
22222;http://api.tvmaze.com/people/22222/castcredits
22223;http://api.tvmaze.com/people/22223/castcredits
22243;http://api.tvmaze.com/people/22243/castcredits
22245;http://api.tvmaze.com/people/22245/castcredits
22250;http://api.tvmaze.com/people/22250/castcredits
22321;http://api.tvmaze.com/people/22321/castcredits
22395;http://api.tvmaze.com/people/22395/castcredits
22458;http://api.tvmaze.com/people/22458/castcredits
22522;http://api.tvmaze.com/people/22522/castcredits
22536;http://api.tvmaze.com/people/22536/castcredits
22697;http://api.tvmaze.com/people/22697/castcredits
22792;http://api.tvmaze.com/people/22792/castcredits
22798;http://api.tvmaze.com/people/22798/castcredits
22803;http://api.tvmaze.com/people/22803/castcredits
22899;http://api.tvmaze.com/people/22899/castcredits
23153;http://api.tvmaze.com/people/23153/castcredits
23177;http://api.tvmaze.com/people/23177/castcredits
23198;http://api.tvmaze.com/people/23198/castcredits
23204;http://api.tvmaze.com/people/23204/castcredits
23262;http://api.tvmaze.com/people/23262/castcredits
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